{
  "date_generated_for": "2025-05-16",
  "ai_news_elizaos_discord_md_2025-05-15": {
    "filename": "2025-05-15.md",
    "content": "# elizaOS Discord - 2025-05-15\n\n## Overall Discussion Highlights\n\n### ElizaOS v2 Development\n- ElizaOS v2 (also called Eliza 1.0.0) is nearing release and will significantly improve upon v1 (described as a \"proof of concept\")\n- The new version will support direct interaction with AI agents like \"ai16z\" and \"degenai\" through the ElizaOS terminal\n- Jin is actively working on GitHub integration features and updates to the ElizaOS homepage (eliza.how)\n- MonteCrypto submitted a PR for elizaos.github.io that was merged\n- Work is ongoing to improve the GitHub login workflow, balancing ease of use with sybil resistance\n\n### Agent Development & Plugins\n- Users discussed issues with the Twitter client plugin (@elizaos-plugins/client-twitter) for posting tweets\n- Several configuration problems were reported with environment variables not taking effect\n- Differences between the eliza-starter repo and the main repo were highlighted, with the starter being more straightforward for Twitter functionality\n- Discord plugin integration issues were reported by multiple users\n- Users discussed hosting options for ElizaOS agents, with recommendations for OVH, Hetzner, and lowendbox.com\n\n### AI Features & Innovation\n- Jin mentioned work on AI-powered documentation summarization\n- Development of video generation using Remotion for creating AI news shows with visualizations is underway\n- One user is attempting to implement Magic: The Gathering rules into an agent's knowledge base\n- ElizaOS is described as \"an open source framework for development of AI agents that can interact with blockchains\"\n\n### Version Compatibility\n- The chat revealed distinctions between v0.x, v1.x, and v2.x versions of ElizaOS\n- Some plugins are version-specific, causing compatibility issues for users\n- Users reported issues with the CLI and expressed frustration with documentation gaps\n\n## Key Questions & Answers\n\n**Q: Can someone help me understand what ElizaOS is building?**  \nA: \"ElizaOS is an open source framework for development of AI agents that can interact with blockchains\" (answered by Kenk)\n\n**Q: What is v2 going to do for ai16z and degenai?**  \nA: \"Eli5, eddy, degenai will be ai agents you can directly interact with on the elizaos v2 terminal or better known as eliza 1.0.0\" (answered by xell0x)\n\n**Q: What's the difference between eliza-starter and the main repo?**  \nA: The starter repo is an older version but works more reliably for Twitter posting (answered by Odilitime)\n\n**Q: Why isn't my Twitter agent posting tweets despite having the right settings?**  \nA: You need to install the client-twitter plugin with `npx elizaos plugins install @elizaos-plugins/client-twitter` (answered by Odilitime)\n\n**Q: What environment variables control tweet frequency and responses?**  \nA: POST_INTERVAL_MIN/MAX control frequency, ACTION_INTERVAL controls reply speed (answered by Odilitime)\n\n**Q: What's the cheapest place to host ElizaOS?**  \nA: Check out OVH, Hetzner, and lowendbox.com (answered by Odilitime)\n\n**Q: Why should I use ElizaOS over building barebones infrastructure?**  \nA: So you don't have to build any infrastructure yourself (answered by damian)\n\n## Community Help & Collaboration\n\n1. **Twitter Agent Configuration**\n   - Helper: Odilitime | Helpee: tragicboyjay\n   - Context: Twitter agent not posting tweets despite correct configuration\n   - Resolution: Identified missing @elizaos-plugins/client-twitter plugin and provided installation command\n\n2. **Environment Variable Explanation**\n   - Helper: Odilitime | Helpee: tragicboyjay\n   - Context: Understanding environment variables for tweet frequency\n   - Resolution: Explained POST_INTERVAL_MIN/MAX and ACTION_INTERVAL controls\n\n3. **GitHub Integration Support**\n   - Helper: jin | Helpee: MonteCrypto\n   - Context: GitHub integration PR for elizaos.github.io\n   - Resolution: PR was merged and jin provided resources about AI summarization and documentation\n\n4. **Twitter Client Troubleshooting**\n   - Helper: prekprekprek | Helpee: .aith\n   - Context: Twitter client configuration issues\n   - Resolution: Helped troubleshoot configuration, user confirmed it worked\n\n5. **ElizaOS Tutorial Sharing**\n   - Helper: tragicboyjay | Helpee: kingslayer\n   - Context: Looking for ElizaOS tutorials\n   - Resolution: Shared a YouTube tutorial link\n\n## Action Items\n\n### Technical\n- Implement improved GitHub profile README checking workflow (Mentioned by jin)\n- Restrict GitHub login scopes for better security (Mentioned by jin)\n- Complete and ship ElizaOS v2/1.0.0 (Mentioned by xell0x)\n- Fix the \"Cannot set headers after they are sent to the client\" error in agent message API (Mentioned by .aith)\n- Implement export functionality for agent JSON configurations (Mentioned by .aith)\n- Fix image description service error in client-twitter (Mentioned by .aith)\n- Fix EDDY's image to match the image on X (Mentioned by MDMnvest)\n\n### Documentation\n- Update documentation for v2 features and differences from v1 (Mentioned by andersonlthome)\n- Create tutorial on building agents without using the CLI (Mentioned by .aith)\n- Provide examples of fine-tuning characters for Twitter agents (Mentioned by .aith)\n- Create guide for integrating external APIs like newsAPI or serpAPI (Mentioned by budyn)\n- Update documentation on knowledge integration for agents (Mentioned by .aith)\n\n### Feature\n- Create AI news show with anchors and visualizations using Remotion (Mentioned by jin)\n- Develop permissionless dashboard with tasks for contributors (Mentioned by MonteCrypto)\n- Add support for Reddit and LinkedIn platforms (Mentioned by .aith)\n- Implement voice calling capabilities for outbound sales calls (Mentioned by Todescovitch)"
  },
  "ai_news_elizaos_discord_md_2025-05-14": {
    "filename": "2025-05-14.md",
    "content": "# elizaOS Discord - 2025-05-14\n\n## Overall Discussion Highlights\n\n### ElizaOS Development\n- **ElizaOS v2 Development**: Currently in beta testing phase. A team member described it as \"looking at a pizza before it goes into the oven\" with GPT-4o image generation being the final step.\n- **Version Differences**: Users noted significant differences between ElizaOS v1 (main branch, 0.x) and v2 (v2-develop branch, 1.x), described as \"like day and night.\"\n- **Mobile Development**: Discussions about creating mobile applications for ElizaOS, with participants noting that mobile presence is crucial for user adoption. Technical challenges were identified as ElizaOS is dependent on NodeJS, with only some very old versions running on iOS.\n\n### auto.fun Platform\n- **API Limitations**: Users examined the auto.fun repository code and identified that while some API endpoints exist (for swaps, token retrieval, search, and charts), they lack functionality for creating new coins or executing swaps.\n- **Token Tracking Mechanism**: auto.fun tracks tokens that interact with its specific program address (autoUmixaMaYKFjexMpQuBpNYntgbkzCo2b1ZqUaAZ5) rather than all tokens on-chain.\n- **Market Making**: Team members clarified they have reputable market makers for both CEX and DEX, and addressed questions about relationships with specific market makers.\n\n### Technical Implementation\n- **Supabase Integration**: Users shared SQL commands for creating database tables for agents with proper references and constraints.\n- **Plugin Development**: Discussions about custom plugin development and integration challenges, particularly importing local plugins versus using NPM packages.\n- **Twitter/X Integration**: Users troubleshooting configuration issues with Twitter integration, including setting environment variables for replying to specific users.\n\n### Token Discussions\n- **AI16z Token Permissions**: Concerns about the \"mint\" permission on the AI16z token, with a team member explaining this is standard for daos.fun coins and will be addressed at the appropriate time.\n- **ELI5 Token**: Claims that ELI5 will be the community manager AI agent for ElizaOS v2, with references to an interview confirming this. Debate about the token's legitimacy and potential value ensued.\n\n## Key Questions & Answers\n\n**Q: Can ElizaOS run on iPhone?**  \nA: It's dependent on NodeJS and only some very old versions run on iOS; Android might be possible. (DorianD)\n\n**Q: Where is the auto.fun API?**  \nA: https://github.com/elizaOS/auto.fun/blob/6877fd1955a2d73577399eabb2b722d4b2806257/packages/client/src/utils/api.ts (Osint)\n\n**Q: Do you have an agreement with Wintermute as a market maker?**  \nA: We don't have an agreement with WM, we can't restrict them from trading either. We have very reputable MM's for both CEX & DEX. (jasyn_bjorn)\n\n**Q: What is the roadmap to disable the \"mint\" permission on ai16z token?**  \nA: All daos.fun coins have this by default; when we get the right opportunity to change, the team will take a hard look at it. (Osint)\n\n**Q: What's the difference between Eliza and Elizav2?**  \nA: Yes like day and night. (xell0x)\n\n**Q: How to set up Supabase tables for ElizaOS?**  \nA: Use SQL commands to create tables with proper references and constraints. (cjft)\n\n**Q: Is the ElizaOS/eliza repo on GitHub V2 or is only the CLI using V2?**  \nA: Main branch is 0.x (v1) and v2-develop is 1.x (v2). (cjft)\n\n**Q: How does autofun track tokens?**  \nA: It processes tokens that interact with the program at autoUmixaMaYKFjexMpQuBpNYntgbkzCo2b1ZqUaAZ5. (vas, confirmed by DorianD)\n\n**Q: Is there a plan for Eli5?**  \nA: Shaw confirmed eli5 to be the community manager AI agent of elizaOS v2. (xell0x)\n\n## Community Help & Collaboration\n\n1. **auto.fun API Exploration**:\n   - Osint provided GitHub links to the API code and brand kit when DorianD was looking for auto.fun API information.\n   - vas explained to DorianD how auto.fun tracks tokens through interaction with its program address.\n\n2. **ElizaOS v2 Development Updates**:\n   - jin shared progress on v2 development with xell0x, providing a visual explanation of the current state.\n   - xell0x explained to Dive or Die that v2 is currently being beta tested.\n\n3. **Database Setup Assistance**:\n   - cjft shared SQL commands for creating agent and room tables with proper references for Supabase integration.\n\n4. **Configuration Troubleshooting**:\n   - cjft helped starlord understand model loading output behavior.\n   - cjft suggested checking ENABLE_ACTION_PROCESSING setting and TWITTER_TARGET_USERS configuration for Twitter integration issues.\n\n## Action Items\n\n### Technical\n- Develop mobile apps (iOS/Android) for ElizaOS/auto.fun (Mentioned by: DorianD, Osint)\n- Expand auto.fun API to support coin creation and swapping (Mentioned by: DorianD)\n- Fix getToken API endpoint which is broken with a TODO comment (Mentioned by: DorianD)\n- Complete v2 development, currently in beta testing phase (Mentioned by: jin, xell0x)\n- Address the \"mint\" permission on AI16z token (Mentioned by: Kenshiro)\n- Fix plugin import errors for custom plugins (Mentioned by: cjft)\n- Resolve character configuration not updating in UI (Mentioned by: cjft)\n- Fix Twitter/X integration to properly respond to targeted users (Mentioned by: cjft)\n- Resolve client build errors in Windows environment (Mentioned by: Bills_43)\n- Recreate launch or launchandswap instruction to interact with auto.fun program (Mentioned by: vas)\n\n### Documentation\n- Create guide for extending core plugins in v2 (Mentioned by: cjft)\n- Document differences between v1 and v2 plugin systems (Mentioned by: cjft)\n- Document steps for creating tokens through auto.fun (Mentioned by: DorianD)\n\n### Feature\n- Create an AI agent to answer project-related questions (Mentioned by: DorianD)\n- Consider including ICM meta bumper functionality in auto.fun (Mentioned by: abhi_ironman)\n- Improve plugin-bootstrap customization options (Mentioned by: cjft)\n- Add Google Generative AI support to ElizaOS beta (Mentioned by: cjft)\n- Develop a phone app for auto.fun (Mentioned by: DorianD)"
  },
  "ai_news_elizaos_discord_md_2025-05-13": {
    "filename": "2025-05-13.md",
    "content": "# elizaOS Discord - 2025-05-13\n\n## Overall Discussion Highlights\n\n### ElizaOS Development Status\n- ElizaOS v2 release is scheduled for the current month, with team members indicating they'll update when it's ready\n- Users can track development progress on GitHub at https://github.com/elizaos/eliza\n- ElizaOS is confirmed to be an open-source project with resources available at eliza.how and GitHub repositories\n\n### Technical Challenges\n- Multiple users experiencing plugin loading failures, particularly with Farcaster and Bootstrap plugins\n- Entity relationship constraints in SQL causing errors when entities aren't properly stored\n- Twitter/X integration issues including scheduling posts and handling replies without threading\n- Local AI model configuration with Ollama showing connection timeout errors\n- Discord integration issues, particularly with formatting responses as replies\n- v2-develop branch challenges including character definition problems and frontend display issues\n\n### AI Agent Applications & Monetization\n- Discussion about potential monetization strategies for AI agents, including subscription models vs. token-based access\n- Reference to terminal.cookie.fun using AI agents for trading analysis\n- Suggestions for AI applications in financial analysis, particularly SEC filing analysis\n- Limitations of AI in determining sentiment were discussed\n\n### Community Concerns\n- Some community members expressed frustration about a DOOD token airdrop allocation process\n- Discussion about cryptocurrency tokens including eli5, squid, and autofun, with brief mentions of market performance\n\n## Key Questions & Answers\n\n**Q: What happened to eliza.how? Is it not working anymore?**  \nA: It works (answered by Osint)\n\n**Q: Can someone share resource(s) where I can learn the scope of the character file for ElizaOS agent?**  \nA: https://eliza.how and https://github.com/elizaOS/characterfile (answered by Osint)\n\n**Q: Shaw has recently mentioned on v2 release as this week or next week…do team have further update or clarity on this?**  \nA: We'll update when we have the release ready (answered by Kenk)\n\n**Q: How is v2 going?**  \nA: You can always go and check in github at https://github.com/elizaos/eliza (answered by Osint)\n\n**Q: How can I make Twitter replies use single tweets instead of threads?**  \nA: Have it a try, should not use threads (answered by der.jogi)\n\n**Q: How does tweet scheduling work in ElizaOS?**  \nA: Set both TWITTER_POST_INTERVAL_MIN and TWITTER_POST_INTERVAL_MAX to the same value for consistent timing (answered by der.jogi)\n\n## Community Help & Collaboration\n\n1. **Character File Resources**\n   - Osint provided GitHub links to character file repository and eliza.how website to help Tahlil learn about character files for ElizaOS agents\n\n2. **Token Allocation Support**\n   - jasyn_bjorn offered to give their own DOOD token allocation to sukrucildirr who was upset about missing the allocation\n\n3. **Twitter Configuration Assistance**\n   - der.jogi shared solutions for tweet scheduling timing issues and avoiding threading in replies\n   - der.jogi shared GitHub links to client and server socket implementation code for WebSocket endpoint questions\n\n4. **Project Perspective**\n   - MDMnvest provided perspective to Xyness that Autofun is in early days and needs time to grow as success stories emerge\n\n## Action Items\n\n### Technical\n- Fix Farcaster plugin loading failures - resolve module loading strategies for @Eliza#3900os/plugin-farcaster (mentioned by thescoho)\n- Fix entity relationship constraints - ensure entities are stored before creating relationships (mentioned by der.jogi)\n- Resolve Ollama connection timeout errors - fix \"Headers Timeout Error\" when connecting to local Ollama instance (mentioned by der.jogi)\n- Fix Bootstrap plugin loading failure - resolve module loading strategies for @elizaos/plugin-bootstrap (mentioned by der.jogi)\n- Fix Twitter mention response functionality - agent not responding to Twitter mentions despite successful tweeting (mentioned by der.jogi)\n- Fix character definition display in v2-develop - character definitions not showing correctly in frontend (mentioned by der.jogi)\n- Fix cross-posting between Twitter and Discord - enable forwarding matching tweets to Discord channels (mentioned by der.jogi)\n- Fix local AI model initialization hanging - system gets stuck after model path validation (mentioned by starlord)\n- Check GitHub repository for ElizaOS v2 development progress (mentioned by Osint)\n\n### Documentation\n- Update Twitter agent guide for v2 - current guide doesn't work properly with v2-develop branch (mentioned by der.jogi)\n\n### Feature\n- Create LinkedIn plugin for ElizaOS - add LinkedIn integration capabilities (mentioned by der.jogi)\n- Consider releasing Elizav2 while market conditions are favorable (mentioned by ryanthelad)\n- Consider monetization strategies for AI agents - subscription models vs. token-based access (mentioned by Osint)\n- Explore AI agent applications for financial analysis - potential for AI to analyze SEC filings and financial data (mentioned by The Prophet)"
  },
  "ai_news_elizaos_dev_md_2025-05-15": {
    "filename": "2025-05-15.md",
    "content": "# elizaOS Development Discord - 2025-05-15\n\n## Overall Discussion Highlights\n\n### ElizaOS Framework & Infrastructure\n- Users reported availability issues with ai.eliza.how, with sam-developer providing an updated link to eliza.how\n- Discussion about the active development status of elizaOS, with confirmation that the team is active\n- A user sought a specific Eliza Bot agent they had previously used but could no longer locate\n\n### Discord Plugin Enhancement\n- Significant work on implementing a Discord plugin extension that adds reply functionality and Graphlit knowledge integration\n- Technical challenges addressed included:\n  - Discovering that DiscordPlugin is a singleton instance rather than an extendable class\n  - Implementing the service registry pattern as an alternative approach\n  - Integrating with ElizaOS's event system for proper service lifecycle management\n  - Creating a knowledge pipeline that fetches from Graphlit and enhances LLM responses\n  - Implementing threaded replies in Discord with proper message references\n\n### MCP Integration\n- Discussion about integrating Modular Compute Protocol (MCP) with ElizaOS\n- Ruby directed users to the mcp-client library and examples repository at github.com/storacha/mcp-examples\n- Implementation of a service class that wraps MCP and exposes only needed methods\n\n### Twitter Integration for Agents\n- Detailed guidance on setting up Twitter integration for an agent\n- Clarification that Twitter integration requires proper OAuth credentials through a Twitter developer account\n- Discussion of rate limiting concerns and configuration parameters to avoid them\n- Confirmation that web scraping alternatives are unreliable and against Twitter's terms of service\n\n### Character Setup in ElizaOS v2\n- A user struggled with migrating from v1 to v2 character setup\n- Issues identified included:\n  - Confusion about proper directory structure for character files\n  - Path resolution problems with character loading commands\n  - Package.json configuration forcing redirection to \"the-org\" directory\n  - Outdated documentation causing confusion between v1 and v2 approaches\n\n## Key Questions & Answers\n\n### ElizaOS Framework\n**Q: Is the dev team active?**  \nA: Yes, everyone's active. Are you looking to setup eliza or do some testing around the framework?\n\n**Q: How do I check my elizaOS version?**  \nA: [Unanswered]\n\n### Character Setup\n**Q: How do I launch a basic custom character without using CLI?**  \nA: Use configuration files directly instead of the GUI, which is more reliable even if it requires more terminal work.\n\n**Q: What are the required fields for a v2 character JSON?**  \nA: Add \"version\": \"2.0\" and \"id\": \"your_character_id\" at the root level of your JSON.\n\n**Q: What is the command for running a certain character file?**  \nA: Use \"elizaos run --character path/to/character.json\" from the project root directory.\n\n**Q: Can I run a character in dev mode?**  \nA: Yes, use \"elizaos run --dev --character path/to/character.json\" for hot reloading and detailed logs.\n\n### MCP & Plugin Development\n**Q: Is there any guide for integrating MCP with ElizaOS?**  \nA: Integration docs are being finalized, but use the mcp-client library and check examples at github.com/storacha/mcp-examples.\n\n**Q: What is the recommended pattern for enhancing the Discord plugin's functionality?**  \nA: Use the service registry pattern to enhance functionality without extending the class directly.\n\n**Q: How should we properly register an action like GRAPHLIT_RAG in ElizaOS?**  \nA: Register it in your character config rather than the agent setup.\n\n**Q: How do we properly hook into ElizaOS service events?**  \nA: Use the built-in event system with handlers for events like 'mcp:ready' and 'discord:ready'.\n\n**Q: How can I get the world ID?**  \nA: Use WorldManager.getCurrentWorld() or make a GET request to /api/worlds.\n\n### Twitter Integration\n**Q: Do I need an X dev account?**  \nA: Yes, you need a developer account from developer.twitter.com to get the API keys.\n\n**Q: Can I do it with Twitter's free dev account?**  \nA: Yes, the free tier basic access will work, approval process usually takes 1-2 days.\n\n**Q: Is creating a reply bot allowed in Twitter's terms and conditions?**  \nA: Yes, but you need to disclose it's automated and follow Twitter's automation rules.\n\n**Q: Is there any way of making it work without using the Twitter API?**  \nA: Not recommended as web scraping or unauthorized access will likely get your account banned.\n\n## Community Help & Collaboration\n\n### Discord Plugin Enhancement\nRuby provided extensive guidance to Scooter on implementing a Discord plugin extension:\n- Shared code for enhancing Discord service with reply support using service registry pattern\n- Helped resolve memory management issues causing heap out of memory errors\n- Created a knowledge pipeline that fetches sources from Graphlit and formats responses\n- Fixed message reference format for proper Discord.js API integration\n- Implemented a mutex pattern using messageQueue to prevent duplicate processing\n- Provided proper type definitions for event handlers and service interfaces\n\n### Twitter Integration\nRuby guided Ramiroo through Twitter integration setup:\n- Identified missing Twitter API credentials in .env file\n- Recommended configuration changes to avoid rate limits\n- Explained the necessity of using the official API despite setup requirements\n- Clarified Twitter's automation policies for creating reply bots\n\n### Character Setup Troubleshooting\nRuby helped Hidden Forces with v2 character setup issues:\n- Identified a package.json issue with the line \"start\": \"cd ./packages/the-org && bun run start\"\n- Suggested changing it to \"start\": \"bun run start\"\n- Provided the necessary fields \"version\" and \"id\" to add to character configuration\n- Suggested creating packages/standalone/src/characters/ structure\n\n### MCP Integration\nRuby assisted Fenil Modi with MCP integration:\n- Directed to use mcp-client library\n- Provided link to examples repository\n- Explained that full integration docs were being finalized\n\n## Action Items\n\n### Technical\n- **Fix package.json** to remove hardcoded \"the-org\" path dependency (Mentioned by Ruby)\n- **Update elizaOS packages** to latest version with \"bun install @elizaos/cli@latest @elizaos/core@latest\" (Mentioned by Ruby)\n- **Set up Twitter developer account** and obtain API credentials for agent integration (Mentioned by Ruby)\n- **Add Twitter API credentials** (TWITTER_API_KEY, TWITTER_API_SECRET, TWITTER_ACCESS_TOKEN) to .env file (Mentioned by Ruby)\n- **Adjust Twitter polling parameters** to avoid rate limits (set POST_IMMEDIATELY=false, increase POST_INTERVAL_MIN) (Mentioned by Ruby)\n- **Implement service registry pattern** instead of extending Discord plugin class (Mentioned by Ruby)\n- **Add proper error handling** to Discord message sending with try/catch and fallback (Mentioned by Ruby)\n- **Fix memory management** with singleton pattern using static instance and cleanup methods (Mentioned by Ruby)\n- **Implement proper event handlers** for ElizaOS lifecycle using events like 'mcp:ready' and 'discord:ready' (Mentioned by Ruby)\n- **Add mutex for message processing** using Map to track in-process messages (Mentioned by Ruby)\n- **Update Discord reference format** for threaded replies (Mentioned by Ruby)\n- **Fix or clarify status** of the Eliza Bot that was previously available (Mentioned by Hidden Forces)\n- **Address availability issues** with Eliza servers (Mentioned by Fenil Modi)\n\n### Documentation\n- **Finalize MCP integration documentation** (Mentioned by Ruby)\n- **Create proper v1 to v2 migration guide** documenting changes in directory structure, character format, and command syntax (Mentioned by Ruby)\n- **Clean up outdated v1 tutorials** to prevent confusion (Mentioned by Hidden Forces)\n- **Document ElizaOS service lifecycle** explaining initialization and destruction (Mentioned by Ruby)\n- **Create type definitions** for event payloads including BeforeRespondPayload and AfterRespondPayload (Mentioned by Ruby)\n\n### Feature\n- **Ensure elizaOS is integrated** into startup development cycles (Mentioned by wire)\n- **Improve the GUI interface** which was described as \"held together with duct tape and hopes\" (Mentioned by Ruby)\n- **Implement Graphlit knowledge retrieval** with retrieveSources tool (Mentioned by Scooter)\n- **Add threaded replies in Discord** formatting responses as replies to original messages (Mentioned by Scooter)"
  },
  "ai_news_elizaos_dev_md_2025-05-14": {
    "filename": "2025-05-14.md",
    "content": "# elizaOS Development Discord - 2025-05-14\n\n## Overall Discussion Highlights\n\n### Plugin Development & Architecture\n- **Discord Plugin Extension**: Detailed discussion on proper methods to extend the Discord plugin in ElizaOS, focusing on class extension rather than service modification\n- **DAG Viewer Tool**: DefiniteOptimist shared progress on a tool for visualizing and designing agent workflows using react-flow as the underlying technology\n- **Plugin Versioning**: Clarification about Farcaster plugin versions, with distinction between `plugin-twitter` (for v2/v1.x) and `client-twitter` (for v0.x)\n\n### Integration & Identity Management\n- **GitHub-Wallet Integration**: Jin proposed several methods for linking wallet addresses to GitHub identities:\n  - Hidden comments in profile READMEs\n  - Comments in GitHub issues\n  - GitHub gist implementation with API integration\n- **Anonymous Airdrops**: Discussion about zkdrops for anonymous airdrops, with concerns about airdrop farming and potential mitigation strategies\n\n## Key Questions & Answers\n\n### Plugin Development\n- **Q**: How close is Farcaster v2?  \n  **A**: It exists but is currently in testing (DorianD)\n\n- **Q**: What's the difference between `plugin-twitter` & `client-twitter`?  \n  **A**: The former is for v2/v1.x and the latter for v0.x (sayonara)\n\n- **Q**: For custom Discord plugin functionality, should I extend it in index.ts while NPXing the plugin or modify the entire plugin code?  \n  **A**: Extending the base plugin in your own index.ts is usually cleaner than modifying the core code (Ruby)\n\n- **Q**: What would be the advantages to NPM installing eliza cli instead of NPX?  \n  **A**: Global install gives persistent access to cli commands without npx and is faster since you're not downloading the package each time (Ruby)\n\n### DAG Viewer Tool\n- **Q**: Are you using graphviz under the hood for the DAG viewer?  \n  **A**: It's react-flow under the hood (DefiniteOptimist)\n\n- **Q**: Have you considered adding support for custom node types and conditional flows?  \n  **A**: Yes, those are on the way! (DefiniteOptimist)\n\n## Community Help & Collaboration\n\n### Discord Plugin Extension Support\nRuby provided comprehensive guidance to Scooter on extending the Discord plugin:\n- Identified version mismatch issues in package.json\n- Recommended pinning @elizaos/cli and @elizaos/core to specific beta versions\n- Shared a complete implementation example for extending the DiscordPlugin class with custom reply functionality\n- Explained proper plugin extension patterns that work with ElizaOS's architecture\n\n### Farcaster Module Selection\nSayonara helped Jonas understand which Twitter module to use with Farcaster, clarifying that plugin-twitter is for v2/v1.x and client-twitter is for v0.x\n\n### DAG Viewer Feature Suggestions\nRuby provided DefiniteOptimist with feature suggestions for the DAG viewer:\n- Agent state tracking and debug views\n- Circuit breakers and rate limiting between nodes\n- Budget constraints to prevent resource spiraling\n\n## Action Items\n\n### Technical\n- Extend DiscordPlugin class directly instead of modifying the service to implement reply functionality (Ruby)\n- Pin @elizaos/cli and @elizaos/core to specific beta versions (^1.0.0-beta.51) to match plugin versions (Ruby)\n- Override sendMessage method in extended Discord plugin to implement reply functionality (Ruby)\n- Implement wallet linking via GitHub gists using GitHub API (Jin)\n- Develop strategies to mitigate airdrop farming by combining automated calculations with human evaluation (Jin)\n- Develop dynamic dependency generation and orchestration capabilities for DAG viewer (DefiniteOptimist)\n\n### Documentation\n- Document the proper pattern for extending ElizaOS plugins (Ruby)\n\n### Features\n- Link wallets in hidden comments on GitHub profile READMEs (Jin)\n- Link wallets as comments in GitHub issues (Jin)\n- Add agent state tracking and debug views to help catch edge cases in decision trees (Ruby)\n- Implement custom node types and conditional flows for modeling complex agent behavior patterns (Ruby)\n- Add budget constraints for applications and pathways in DAG viewer (DefiniteOptimist)\n- Implement circuit breakers or rate limiting between nodes to prevent cascading failures (Ruby)"
  },
  "ai_news_elizaos_dev_md_2025-05-13": {
    "filename": "2025-05-13.md",
    "content": "# elizaOS Development Discord - 2025-05-13\n\n## Overall Discussion Highlights\n\n### Knowledge Integration in Character Files\n- Discussions focused on how to properly reference knowledge files in character.json\n- Paths are relative to the characters/knowledge directory\n- RAG (Retrieval-Augmented Generation) knowledge works by setting \"ragknowledge: true\" in character settings\n- Users explored the codebase, specifically examining how knowledge is processed through ragknowledge.ts\n- Version differences between v1 and v2 of the Eliza codebase were mentioned, with a link to the v2-develop branch\n\n### Plugin Development\n- Plugins have been moved to a separate repository (elizaos-plugins)\n- Question raised about LinkedIn plugin availability for Eliza\n- GitHub link shared: https://github.com/elizaos-plugins\n\n### Community Guidelines\n- Ruby expressed disinterest in providing feedback on gambling or token projects\n- Preference stated for building useful tools rather than enabling speculation\n- Some promotional messages from freelancers were flagged as potential spam\n\n## Key Questions & Answers\n\n**Q: How does knowledge work in character files and what is the path relative to?** (asked by LemonS)  \n**A:** The path specified in character.json is relative to characters/knowledge directory, and you can't use \"./\" or \"../\" (answered by Nooters)\n\n**Q: Is there an example of character JSON files referencing a knowledge path?** (asked by DorianD)  \n**A:** Core/runtime reads what's defined in knowledge, which can be a path, array or similar (answered by 0xbbjoker)\n\n**Q: Where are the plugins now that they've been moved out of the core repo?** (asked by DorianD)  \n**A:** https://github.com/elizaos-plugins (answered by shaw)\n\n## Community Help & Collaboration\n\n1. **Knowledge Path Implementation**\n   - Nooters helped LemonS understand how knowledge paths work in character files\n   - Explained directory structure and provided guidance on relative paths\n\n2. **RAG Knowledge Configuration**\n   - 0xbbjoker assisted DorianD in understanding RAG knowledge implementation\n   - Explained the need to set \"ragknowledge: true\" in settings and add paths to files\n\n3. **Plugin Repository Location**\n   - shaw directed DorianD to the new elizaos-plugins repository\n   - Provided the GitHub link to help locate moved plugins\n\n4. **Knowledge Implementation Exploration**\n   - DorianD investigated the codebase and found relevant code in ragknowledge.ts\n   - Shared findings about how knowledge processing is handled\n\n## Action Items\n\n### Technical\n- **Implement proper knowledge file referencing in character.json files** (Mentioned by Nooters)\n  - Ensure paths are relative to characters/knowledge directory\n\n### Feature\n- **LinkedIn plugin for Eliza** (Mentioned by aith)\n  - Create a LinkedIn plugin similar to existing Twitter plugin\n\n### Documentation\n- **Document the knowledge referencing system** (Mentioned by DorianD)\n  - Create clear documentation on how to properly reference knowledge files in character.json"
  },
  "ai_news_elizaos_daily_json_2025-05-15": {
    "filename": "2025-05-15.json",
    "content": {
      "type": "elizaosDailySummary",
      "title": "Daily Report - 2025-05-15",
      "categories": [
        {
          "title": "Thematic Twitter Activity Summary",
          "content": [
            {
              "theme_title": "KYC/AML Criticism Following Coinbase Data Breach",
              "text": "Following a Coinbase data breach, multiple users criticized Know Your Customer (KYC) and Anti-Money Laundering (AML) regulations. @ASvanevik retweeted by @shawmakesmagic called for Donald Trump to dismantle the KYC/AML complex, arguing it compromises personal data while failing to catch criminals. @CloutedMind, retweeted by @dankvr, stated that the Coinbase leak demonstrates KYC doesn't protect users and should be abolished or improved with zero-knowledge proofs. @dankvr tweeted that KYC is ineffective, costs more than it saves, and cited research showing less than 1% impact on crime. In a follow-up tweet, @dankvr suggested the Coinbase leak should be the final straw for KYC reform, highlighting zero-knowledge proof technology as a promising alternative. @dankvr also pointed out that third-party verification services doing KYC can't be trusted, referencing AU10TIX's security issues. @econoar, retweeted by @shawmakesmagic, called KYC a 'cancer on society' that causes more harm through data theft than benefits to government enforcement. @eddylazzarin, also retweeted by @shawmakesmagic, questioned why institutions are forced to collect sensitive personal data and advocated for using cryptographic tools to minimize data collection. @notsofast, retweeted by @dankvr, stated KYC stops nearly zero crime while enabling criminal opportunities and endangering users. @EvgenyGaevoy, retweeted by @shawmakesmagic, described KYC/AML as 'idiotic and nonsensical,' sacrificing privacy for marginal law enforcement convenience. @shawmakesmagic shared a personal story about his 78-year-old mother who nearly lost everything in a scam following the Coinbase breach.",
              "sources": [
                "https://twitter.com/ASvanevik/status/1922987768101155301",
                "https://twitter.com/coinbase/status/1922967576209998133",
                "https://twitter.com/CloutedMind/status/1922983442892865795",
                "https://twitter.com/dankvr/status/1923040472970240271",
                "https://twitter.com/dankvr/status/1806042141489065999",
                "https://twitter.com/dankvr/status/1923100166975824021",
                "https://twitter.com/balajis/status/1341116535146856448",
                "https://twitter.com/dankvr/status/1923101841581076690",
                "https://twitter.com/xDaily/status/1805999073603826038",
                "https://twitter.com/econoar/status/1923047622224314863",
                "https://twitter.com/eddylazzarin/status/1923096229774491679",
                "https://twitter.com/notsofast/status/1922987200351715359",
                "https://twitter.com/lopp/status/1922983964123242676",
                "https://twitter.com/EvgenyGaevoy/status/1922975392928768322",
                "https://twitter.com/shawmakesmagic/status/1923023077748687060",
                "https://twitter.com/QwQiao/status/1922991058280914986",
                "https://twitter.com/brian_armstrong/status/1922967787309256807",
                "https://twitter.com/shawmakesmagic/status/1923011209315389781"
              ],
              "images": [
                "https://pbs.twimg.com/media/GrACo8KWUAAb-xL.png"
              ],
              "videos": []
            },
            {
              "theme_title": "ElizaOS AI Agent Development and Partnerships",
              "text": "@elizaOS shared multiple updates about their AI agent operating system. They announced that ElizaOS powers the natural language layer for agents to think, act, and speak on-chain, referencing a partnership with Hedera for AI Studio. @elizaOS also announced that their Builder Demos would now be streamed live on X, with the first session featuring Quantum (@Pipeline_btc) and mc2finance (@mc2wali). @elizaOS described Quantum as a decentralized network of AI agents for financial intelligence and mc2ventures as running Digital Twin Agents per wallet for crowdsourcing DeFi & ETF listing products. @elizaOS highlighted a partnership with Zoro Technology to power in-app automation with native ElizaOS agents. They also shared a collaboration with Rare Compute, an ElizaOS plugin for the Protein Data Bank that demonstrates 'Agentic-Modularity.' Additionally, @elizaOS posted about AI news updates featuring streaming headline scrolls, new scene transitions, and split-screen layouts for interviews and media clips, which was retweeted by @shawmakesmagic. @elizaOS also noted that agents are evolving beyond just trading to competing, evolving, and funding themselves, referencing Arbitrum's Agent Arena competition with a $50K prize.",
              "sources": [
                "https://twitter.com/elizaOS/status/1923015131832737839",
                "https://twitter.com/hedera/status/1922661207439266298",
                "https://twitter.com/elizaOS/status/1923020522897428528",
                "https://twitter.com/elizaOS/status/1923030990626177503",
                "https://twitter.com/elizaOS/status/1923033062780112985",
                "https://twitter.com/elizaOS/status/1923053262481260971",
                "https://twitter.com/arbitrum/status/1921937858144657412",
                "https://twitter.com/elizaOS/status/1923068361673449498",
                "https://twitter.com/elizaOS/status/1923075657032139249",
                "https://twitter.com/zorotechnology/status/1922638024242036899",
                "https://twitter.com/elizaOS/status/1923083458840027548",
                "https://twitter.com/BioProtocol/status/1922712408822514032",
                "https://twitter.com/elizaOS/status/1923117297540964614",
                "https://twitter.com/elizaOS/status/1922985317914608066"
              ],
              "images": [
                "https://pbs.twimg.com/media/Gq8NJ-GWEAAzu7z.jpg",
                "https://pbs.twimg.com/amplify_video_thumb/1923113574106304512/img/FwUeDNlwUuAbZ9jN.jpg"
              ],
              "videos": [
                "https://video.twimg.com/amplify_video/1923113574106304512/vid/avc1/1280x720/uR9EKyaRr90D6Bvl.mp4?tag=21"
              ]
            },
            {
              "theme_title": "Criticism of AI Bias and Information Control",
              "text": "Several tweets criticized perceived bias and information control in AI systems. @shawmakesmagic expressed concern about AI systems being manipulated to reflect personal beliefs, stating \"I'm not okay with this. It is a seriously unethical thing to do at this scale of information control.\" He further questioned whether anyone at @xai would address these concerns instead of \"catering to these demands.\" @shawmakesmagic also tweeted that he was \"glad I don't have a boss who can come in and tell me to change the system prompt to reflect his beliefs,\" citing this as a \"Top 5 argument for web3.\" @xlr8harder, retweeted by @shawmakesmagic, called out @xai and @elonmusk for \"manipulating the information environment on purpose\" and demanded a response and assurance it wouldn't happen again. In another retweeted post, @xlr8harder suggested that \"maximally truth-seeking AI\" actually means \"agrees with Elon Musk.\" @MatthewBerman, retweeted by @shawmakesmagic, criticized xAI for claiming to be maximally truth-seeking while inserting opinions about unrelated topics that aligned with the owner's recent talking points, then deleting those posts. @MarkBeylin, retweeted by @shawmakesmagic, described Elon's actions as \"a true fallen king moment\" and an \"unforced error.\" @shawmakesmagic also stated that \"the world would be an objectively worse place if Sam hadn't defended OpenAI from a Tesla takeover.\"",
              "sources": [
                "https://twitter.com/shawmakesmagic/status/1923020982400262371",
                "https://twitter.com/shawmakesmagic/status/1923022010478739682",
                "https://twitter.com/shawmakesmagic/status/1923025376143429813",
                "https://twitter.com/shawmakesmagic/status/1923026534996062415",
                "https://twitter.com/shawmakesmagic/status/1923048647840669743",
                "https://twitter.com/xlr8harder/status/1922894867199406299",
                "https://twitter.com/mpopv/status/1922880726216704029",
                "https://twitter.com/xlr8harder/status/1922903497583862246",
                "https://twitter.com/MatthewBerman/status/1923016308448428099",
                "https://twitter.com/MarkBeylin/status/1923037520721326563"
              ],
              "images": [
                "https://pbs.twimg.com/media/Gq_tI7aaAAI5Jkx.jpg"
              ],
              "videos": []
            },
            {
              "theme_title": "Web3 and Crypto Industry Discussions",
              "text": "Several tweets discussed aspects of the Web3 and crypto industry. @0xPrismatic, retweeted by @shawmakesmagic, criticized launchpads that allow founders to launch tokens before products are built. @chainyoda, retweeted by @shawmakesmagic, advocated for \"betting on founders that ignore the law\" for \"internet capital markets.\" @TheDudeofDeFi, retweeted by @shawmakesmagic, criticized the requirement to be \"accredited\" to join VC rounds or IPOs as \"one of the biggest scams ever.\" @madladshad, shared by @shawmakesmagic, provided advice for small crypto teams competing against well-funded competitors, arguing that constraints drive innovation and small teams can win through speed and user focus. @shawmakesmagic announced he was \"trying to get our program integrated with Axiom, Photon and Bullx\" and invited business connections. He also mentioned that \"https://t.co/YzDJLGSbN0 is open source so you can customize your token page.\" @shawmakesmagic expressed frustration with AICC, stating they \"didn't get enough allo in ai16z so they decided to start their own copy while using my name to max extract.\" He offered a \"$10k bounty for whoever finds the secret side wallet where I've been dumping on you,\" asserting that such a wallet doesn't exist and that he's a builder who doesn't care about more money. @ethereumfndn, retweeted by @dankvr, promoted an upcoming event \"Art on Ethereum #1\" featuring @0x113d discussing \"How the Ethereum World Computer can become civilization's most important Art city.\" @vitrupo, retweeted by @dankvr, shared Marc Andreessen's view that open source AI might follow Linux's path, with models like DeepSeek or Llama potentially becoming standard.",
              "sources": [
                "https://twitter.com/0xPrismatic/status/1922873579445551176",
                "https://twitter.com/chainyoda/status/1922876039455228035",
                "https://twitter.com/TheDudeofDeFi/status/1922731616423563539",
                "https://twitter.com/shawmakesmagic/status/1923069561340821575",
                "https://twitter.com/madladshad/status/1922993339227398417",
                "https://twitter.com/shawmakesmagic/status/1923045929545789908",
                "https://twitter.com/shawmakesmagic/status/1923120368065057030",
                "https://twitter.com/shawmakesmagic/status/1923075863647748372",
                "https://twitter.com/aicceleratedao/status/1922998229144305994",
                "https://twitter.com/shawmakesmagic/status/1923066514481049842",
                "https://twitter.com/shawmakesmagic/status/1923066641685811209",
                "https://twitter.com/Dripppy2x/status/1923059320389857356",
                "https://twitter.com/ethereumfndn/status/1922695759507419152",
                "https://twitter.com/vitrupo/status/1922843826840010860"
              ],
              "images": [
                "https://pbs.twimg.com/media/Gq7JQMSXYAAFupg.jpg"
              ],
              "videos": [
                "https://video.twimg.com/amplify_video/1922839264326451200/vid/avc1/1024x768/XNy-vxQHZ3Mf54FW.mp4?tag=21"
              ]
            },
            {
              "theme_title": "Nostalgia and Internet Culture",
              "text": "@AndyAyrey, retweeted by @shawmakesmagic, expressed nostalgia for an earlier era of the internet, sharing an image that appeared to be from an older website design. @djeddieplatinum, retweeted by @shawmakesmagic, shared a humorous post about \"a new idea for the fuck shit ocean\" with an accompanying image. @somewheresy, quoted by @shawmakesmagic, described an \"autonomous DJ I programmed to continuously get more insane over time by injecting small-LLM generated novel cursewords,\" which @shawmakesmagic characterized as a \"Typical web3 project.\" @coinwitch, retweeted by @shawmakesmagic, made a lighthearted comment about protection through wearing a \"milady.\"",
              "sources": [
                "https://twitter.com/AndyAyrey/status/1923108437098910156",
                "https://twitter.com/djeddieplatinum/status/1917025749984546940",
                "https://twitter.com/shawmakesmagic/status/1923030263426175169",
                "https://twitter.com/somewheresy/status/1923030098904502394",
                "https://twitter.com/coinwitch/status/1922810258008707183"
              ],
              "images": [
                "https://pbs.twimg.com/media/GrBA7dFaAAE20ML.jpg",
                "https://pbs.twimg.com/media/Gpqkwj6XUAEdECk.jpg"
              ],
              "videos": []
            }
          ],
          "topic": "twitter_activity"
        },
        {
          "title": "Summary for completed_items",
          "content": [
            {
              "text": "Recent completed items in the elizaOS/eliza repository include several features, bugfixes, and other improvements. Features added include integration tests (PR #4518) and missing topics for X post templates (PR #4595). Multiple bugfixes were implemented, addressing issues with topics project starter and def character (PR #4602), client chat ignore (PR #4600), core importability in client and vite polyfills (PR #4599 and #4590), send-message-api (PR #4594), and ensuring onComplete is always called in messageReceivedHandler (PR #4589). Other improvements include CLI start command (PR #4583) and CLI update command (PR #4591).",
              "sources": [
                "https://github.com/elizaOS/eliza/pull/4518",
                "https://github.com/elizaOS/eliza/pull/4583",
                "https://github.com/elizaOS/eliza/pull/4602",
                "https://github.com/elizaOS/eliza/pull/4600",
                "https://github.com/elizaOS/eliza/pull/4599",
                "https://github.com/elizaOS/eliza/pull/4595",
                "https://github.com/elizaOS/eliza/pull/4594",
                "https://github.com/elizaOS/eliza/pull/4591",
                "https://github.com/elizaOS/eliza/pull/4590",
                "https://github.com/elizaOS/eliza/pull/4589"
              ],
              "images": [],
              "videos": []
            }
          ],
          "topic": "completed_items"
        },
        {
          "title": "Pull Requests for the repository",
          "repository_name": "elizaOS/eliza",
          "content": [
            {
              "text": "Four pull requests have been submitted to the elizaOS/eliza repository: PR #4587 for version 0.29.19 by odilitime, PR #4601 adding integration tests by 0xbbjoker, PR #4586 updating documentation by madjin, and PR #4593 which is a work in progress for Plugin-Jupiter Swap by Freytes.",
              "sources": [
                "https://github.com/elizaOS/eliza/pull/4587",
                "https://github.com/elizaOS/eliza/pull/4601",
                "https://github.com/elizaOS/eliza/pull/4586",
                "https://github.com/elizaOS/eliza/pull/4593"
              ],
              "images": [],
              "videos": []
            }
          ],
          "topic": "pull_request"
        },
        {
          "title": "Summary for github_summary",
          "content": [
            {
              "text": "From May 15-16, 2025, the elizaos/eliza repository had 20 new pull requests with 10 of them merged, 1 new issue, and 23 active contributors participating in the project.",
              "sources": [
                "githubStatsSummary"
              ],
              "images": [],
              "videos": []
            }
          ],
          "topic": "github_summary"
        },
        {
          "title": "Issues for the repository",
          "repository_name": "elizaOS/eliza",
          "content": [
            {
              "text": "Issue #4588: A user named FancyFishok reported that they cannot get their bot to detect their Twitter activity.",
              "sources": [
                "https://github.com/elizaOS/eliza/issues/4588"
              ],
              "images": [
                "https://opengraph.githubassets.com/1/elizaOS/eliza/issues/4588"
              ],
              "videos": []
            }
          ],
          "topic": "issue"
        },
        {
          "title": "Summary for Misceleanous",
          "content": [
            {
              "text": "The source provides information about the top contributors for the elizaOS/eliza repository. However, no specific details about the contributors or their contributions are provided in the source text.",
              "sources": [],
              "images": [],
              "videos": []
            }
          ],
          "topic": "Misceleanous"
        }
      ],
      "date": 1747267200
    }
  },
  "ai_news_elizaos_daily_md_2025-05-15": {
    "filename": "2025-05-15.md",
    "content": "# Daily Report - 2025-05-15\n\n## Twitter Activity\n\n### KYC/AML Criticism Following Coinbase Data Breach\n- Following a Coinbase data breach, multiple users criticized Know Your Customer (KYC) and Anti-Money Laundering (AML) regulations\n- @ASvanevik (retweeted by @shawmakesmagic) called for Donald Trump to dismantle the KYC/AML complex, arguing it compromises personal data while failing to catch criminals\n- @CloutedMind (retweeted by @dankvr) stated that the Coinbase leak demonstrates KYC doesn't protect users and should be abolished or improved with zero-knowledge proofs\n- @dankvr tweeted that KYC is ineffective, costs more than it saves, and cited research showing less than 1% impact on crime\n- @dankvr suggested the Coinbase leak should be the final straw for KYC reform, highlighting zero-knowledge proof technology as an alternative\n- @dankvr pointed out that third-party verification services doing KYC can't be trusted, referencing AU10TIX's security issues\n- @econoar (retweeted by @shawmakesmagic) called KYC a 'cancer on society' that causes more harm through data theft than benefits\n- @eddylazzarin (retweeted by @shawmakesmagic) questioned why institutions are forced to collect sensitive personal data and advocated for cryptographic tools\n- @notsofast (retweeted by @dankvr) stated KYC stops nearly zero crime while enabling criminal opportunities\n- @EvgenyGaevoy (retweeted by @shawmakesmagic) described KYC/AML as 'idiotic and nonsensical,' sacrificing privacy for marginal law enforcement convenience\n- @shawmakesmagic shared a personal story about his 78-year-old mother who nearly lost everything in a scam following the Coinbase breach\n- Sources: https://twitter.com/ASvanevik/status/1922987768101155301, https://twitter.com/coinbase/status/1922967576209998133, https://twitter.com/CloutedMind/status/1922983442892865795, https://twitter.com/dankvr/status/1923040472970240271, https://twitter.com/dankvr/status/1806042141489065999, https://twitter.com/dankvr/status/1923100166975824021, https://twitter.com/balajis/status/1341116535146856448, https://twitter.com/dankvr/status/1923101841581076690, https://twitter.com/xDaily/status/1805999073603826038, https://twitter.com/econoar/status/1923047622224314863, https://twitter.com/eddylazzarin/status/1923096229774491679, https://twitter.com/notsofast/status/1922987200351715359, https://twitter.com/lopp/status/1922983964123242676, https://twitter.com/EvgenyGaevoy/status/1922975392928768322, https://twitter.com/shawmakesmagic/status/1923023077748687060, https://twitter.com/QwQiao/status/1922991058280914986, https://twitter.com/brian_armstrong/status/1922967787309256807, https://twitter.com/shawmakesmagic/status/1923011209315389781\n\n### ElizaOS AI Agent Development and Partnerships\n- @elizaOS shared that ElizaOS powers the natural language layer for agents to think, act, and speak on-chain, referencing a partnership with Hedera for AI Studio\n- @elizaOS announced that their Builder Demos would be streamed live on X, with the first session featuring Quantum (@Pipeline_btc) and mc2finance (@mc2wali)\n- @elizaOS described Quantum as a decentralized network of AI agents for financial intelligence\n- @elizaOS highlighted a partnership with Zoro Technology to power in-app automation with native ElizaOS agents\n- @elizaOS shared a collaboration with Rare Compute, an ElizaOS plugin for the Protein Data Bank demonstrating 'Agentic-Modularity'\n- @elizaOS posted about AI news updates featuring streaming headline scrolls, new scene transitions, and split-screen layouts\n- @elizaOS noted that agents are evolving beyond trading to competing, evolving, and funding themselves, referencing Arbitrum's Agent Arena competition with a $50K prize\n- Sources: https://twitter.com/elizaOS/status/1923015131832737839, https://twitter.com/hedera/status/1922661207439266298, https://twitter.com/elizaOS/status/1923020522897428528, https://twitter.com/elizaOS/status/1923030990626177503, https://twitter.com/elizaOS/status/1923033062780112985, https://twitter.com/elizaOS/status/1923053262481260971, https://twitter.com/arbitrum/status/1921937858144657412, https://twitter.com/elizaOS/status/1923068361673449498, https://twitter.com/elizaOS/status/1923075657032139249, https://twitter.com/zorotechnology/status/1922638024242036899, https://twitter.com/elizaOS/status/1923083458840027548, https://twitter.com/BioProtocol/status/1922712408822514032, https://twitter.com/elizaOS/status/1923117297540964614, https://twitter.com/elizaOS/status/1922985317914608066\n\n### Criticism of AI Bias and Information Control\n- @shawmakesmagic expressed concern about AI systems being manipulated to reflect personal beliefs, calling it \"a seriously unethical thing to do at this scale of information control\"\n- @shawmakesmagic questioned whether anyone at @xai would address these concerns instead of \"catering to these demands\"\n- @shawmakesmagic tweeted that he was \"glad I don't have a boss who can come in and tell me to change the system prompt to reflect his beliefs,\" citing this as a \"Top 5 argument for web3\"\n- @xlr8harder (retweeted by @shawmakesmagic) called out @xai and @elonmusk for \"manipulating the information environment on purpose\"\n- @xlr8harder suggested that \"maximally truth-seeking AI\" actually means \"agrees with Elon Musk\"\n- @MatthewBerman (retweeted by @shawmakesmagic) criticized xAI for claiming to be maximally truth-seeking while inserting opinions about unrelated topics\n- @MarkBeylin (retweeted by @shawmakesmagic) described Elon's actions as \"a true fallen king moment\" and an \"unforced error\"\n- @shawmakesmagic stated that \"the world would be an objectively worse place if Sam hadn't defended OpenAI from a Tesla takeover\"\n- Sources: https://twitter.com/shawmakesmagic/status/1923020982400262371, https://twitter.com/shawmakesmagic/status/1923022010478739682, https://twitter.com/shawmakesmagic/status/1923025376143429813, https://twitter.com/shawmakesmagic/status/1923026534996062415, https://twitter.com/shawmakesmagic/status/1923048647840669743, https://twitter.com/xlr8harder/status/1922894867199406299, https://twitter.com/mpopv/status/1922880726216704029, https://twitter.com/xlr8harder/status/1922903497583862246, https://twitter.com/MatthewBerman/status/1923016308448428099, https://twitter.com/MarkBeylin/status/1923037520721326563\n\n### Web3 and Crypto Industry Discussions\n- @0xPrismatic (retweeted by @shawmakesmagic) criticized launchpads that allow founders to launch tokens before products are built\n- @chainyoda (retweeted by @shawmakesmagic) advocated for \"betting on founders that ignore the law\" for \"internet capital markets\"\n- @TheDudeofDeFi (retweeted by @shawmakesmagic) criticized the requirement to be \"accredited\" to join VC rounds or IPOs as \"one of the biggest scams ever\"\n- @madladshad (shared by @shawmakesmagic) provided advice for small crypto teams competing against well-funded competitors\n- @shawmakesmagic announced he was \"trying to get our program integrated with Axiom, Photon and Bullx\" and invited business connections\n- @shawmakesmagic mentioned that \"https://t.co/YzDJLGSbN0 is open source so you can customize your token page\"\n- @shawmakesmagic expressed frustration with AICC, stating they \"didn't get enough allo in ai16z so they decided to start their own copy while using my name\"\n- @shawmakesmagic offered a \"$10k bounty for whoever finds the secret side wallet where I've been dumping on you,\" asserting such a wallet doesn't exist\n- @ethereumfndn (retweeted by @dankvr) promoted an upcoming event \"Art on Ethereum #1\" featuring @0x113d\n- @vitrupo (retweeted by @dankvr) shared Marc Andreessen's view that open source AI might follow Linux's path\n- Sources: https://twitter.com/0xPrismatic/status/1922873579445551176, https://twitter.com/chainyoda/status/1922876039455228035, https://twitter.com/TheDudeofDeFi/status/1922731616423563539, https://twitter.com/shawmakesmagic/status/1923069561340821575, https://twitter.com/madladshad/status/1922993339227398417, https://twitter.com/shawmakesmagic/status/1923045929545789908, https://twitter.com/shawmakesmagic/status/1923120368065057030, https://twitter.com/shawmakesmagic/status/1923075863647748372, https://twitter.com/aicceleratedao/status/1922998229144305994, https://twitter.com/shawmakesmagic/status/1923066514481049842, https://twitter.com/shawmakesmagic/status/1923066641685811209, https://twitter.com/Dripppy2x/status/1923059320389857356, https://twitter.com/ethereumfndn/status/1922695759507419152, https://twitter.com/vitrupo/status/1922843826840010860\n\n### Nostalgia and Internet Culture\n- @AndyAyrey (retweeted by @shawmakesmagic) expressed nostalgia for an earlier era of the internet\n- @djeddieplatinum (retweeted by @shawmakesmagic) shared a humorous post about \"a new idea for the fuck shit ocean\"\n- @somewheresy (quoted by @shawmakesmagic) described an \"autonomous DJ I programmed to continuously get more insane over time,\" which @shawmakesmagic characterized as a \"Typical web3 project\"\n- @coinwitch (retweeted by @shawmakesmagic) made a lighthearted comment about protection through wearing a \"milady\"\n- Sources: https://twitter.com/AndyAyrey/status/1923108437098910156, https://twitter.com/djeddieplatinum/status/1917025749984546940, https://twitter.com/shawmakesmagic/status/1923030263426175169, https://twitter.com/somewheresy/status/1923030098904502394, https://twitter.com/coinwitch/status/1922810258008707183\n\n## Completed Items\n- Integration tests were added (PR #4518)\n- Missing topics for X post templates were added (PR #4595)\n- Multiple bugfixes were implemented:\n  - Fixed issues with topics project starter and def character (PR #4602)\n  - Fixed client chat ignore (PR #4600)\n  - Fixed core importability in client and vite polyfills (PR #4599 and #4590)\n  - Fixed send-message-api (PR #4594)\n  - Ensured onComplete is always called in messageReceivedHandler (PR #4589)\n- Other improvements include:\n  - CLI start command (PR #4583)\n  - CLI update command (PR #4591)\n- Sources: https://github.com/elizaOS/eliza/pull/4518, https://github.com/elizaOS/eliza/pull/4583, https://github.com/elizaOS/eliza/pull/4602, https://github.com/elizaOS/eliza/pull/4600, https://github.com/elizaOS/eliza/pull/4599, https://github.com/elizaOS/eliza/pull/4595, https://github.com/elizaOS/eliza/pull/4594, https://github.com/elizaOS/eliza/pull/4591, https://github.com/elizaOS/eliza/pull/4590, https://github.com/elizaOS/eliza/pull/4589\n\n## GitHub Activity for elizaOS/eliza\n- Four pull requests have been submitted:\n  - PR #4587 for version 0.29.19 by odilitime\n  - PR #4601 adding integration tests by 0xbbjoker\n  - PR #4586 updating documentation by madjin\n  - PR #4593 (WIP) for Plugin-Jupiter Swap by Freytes\n- Sources: https://github.com/elizaOS/eliza/pull/4587, https://github.com/elizaOS/eliza/pull/4601, https://github.com/elizaOS/eliza/pull/4586, https://github.com/elizaOS/eliza/pull/4593\n\n## GitHub Summary\n- From May 15-16, 2025, the elizaos/eliza repository had:\n  - 20 new pull requests with 10 merged\n  - 1 new issue\n  - 23 active contributors participating in the project\n- Sources: githubStatsSummary\n\n## Issues for elizaOS/eliza\n- Issue #4588: User FancyFishok reported they cannot get their bot to detect their Twitter activity\n- Sources: https://github.com/elizaOS/eliza/issues/4588\n\n## Miscellaneous\n- Information about top contributors for the elizaOS/eliza repository was provided, but without specific details about the contributors or their contributions"
  },
  "ai_news_elizaos_daily_discord_json_2025-05-15": {
    "filename": "2025-05-15.json",
    "content": {
      "server": "elizaOS",
      "title": "elizaOS Discord - 2025-05-15",
      "date": 1747267200,
      "stats": {
        "totalMessages": 270,
        "totalUsers": 35
      },
      "categories": [
        {
          "channelId": "1253563209462448241",
          "channelName": "discussion",
          "summary": "# Discord Chat Analysis\n\n## 1. Summary\nThe discussion primarily revolves around ElizaOS v2 (also referred to as Eliza 1.0.0), which is described as an imminent release that will significantly improve upon v1 (described as a \"proof of concept\"). Jin shared updates about the ElizaOS homepage (eliza.how) and is actively working on GitHub integration features. MonteCrypto submitted a PR for elizaos.github.io that was merged, with ongoing work to improve the GitHub login workflow. The technical discussion focused on implementing a system to check if users have GitHub profile READMEs and creating a workflow that balances ease of use with sybil resistance. Jin also mentioned work on AI-powered documentation summarization and video generation using Remotion for creating AI news shows with visualizations. ElizaOS is described as \"an open source framework for development of AI agents that can interact with blockchains,\" with v2 expected to support direct interaction with AI agents like \"ai16z\" and \"degenai\" through the ElizaOS terminal.\n\n## 2. FAQ\nQ: Can you ELI5 to me? (asked by CULTVESTING) A: v1 bad, v2 guuud (answered by xell0x)\nQ: How can i use and start contributing (asked by Unreachable_fox) A: Unanswered\nQ: Can someone help me understand what ElizaOS is building? (asked by Johny) A: elizaOS is an open source framework for development of AI agents that can interact with blockchains (answered by Kenk)\nQ: What is v2 goona do for ai16z and degenai? (asked by Dive or Die) A: Eli5, eddy, degenai will be ai agents you can directly interact with on the elizaos v2 terminal or better known as eliza 1.0.0 (answered by xell0x)\n\n## 3. Help Interactions\nHelper: jin | Helpee: MonteCrypto | Context: GitHub integration PR for elizaos.github.io | Resolution: PR was merged and jin provided resources about AI summarization and documentation\nHelper: Kenk | Helpee: Johny | Context: Understanding what ElizaOS is building | Resolution: Kenk explained ElizaOS as an open source framework for blockchain-interacting AI agents\nHelper: xell0x | Helpee: Dive or Die | Context: Understanding v2's impact on ai16z and degenai | Resolution: Explained they will be AI agents users can directly interact with on the v2 terminal\n\n## 4. Action Items\nType: Technical | Description: Implement improved GitHub profile README checking workflow | Mentioned By: jin\nType: Technical | Description: Restrict GitHub login scopes for better security | Mentioned By: jin\nType: Technical | Description: Complete and ship ElizaOS v2/1.0.0 | Mentioned By: xell0x\nType: Feature | Description: Create AI news show with anchors and visualizations using Remotion | Mentioned By: jin\nType: Feature | Description: Develop permissionless dashboard with tasks for contributors | Mentioned By: MonteCrypto\nType: Documentation | Description: Update documentation for v2 features and differences from v1 | Mentioned By: andersonlthome",
          "messageCount": 107,
          "userCount": 19
        },
        {
          "channelId": "1300025221834739744",
          "channelName": "💻-coders",
          "summary": "# ElizaOS Discord Chat Analysis\n\n## 1. Summary\nThe chat primarily revolves around ElizaOS agent development, focusing on Twitter integration and troubleshooting. Users discussed issues with the Twitter client plugin (@elizaos-plugins/client-twitter), which is essential for posting tweets. Several users encountered configuration problems with environment variables not taking effect. The discussion highlighted differences between the eliza-starter repo and the main repo, with the starter being more straightforward for Twitter functionality. Users also discussed Discord plugin integration issues, hosting options, and character file configurations. There were questions about agent knowledge integration, with one user trying to implement Magic: The Gathering rules. The chat revealed a distinction between v0.x, v1.x, and v2.x versions of ElizaOS, with some plugins being version-specific. Several users reported issues with the CLI and expressed frustration with documentation gaps around manual builds and character customization.\n\n## 2. FAQ\nQ: What's the difference between eliza-starter and the main repo? (asked by tragicboyjay) A: The starter repo is an older version but works more reliably for Twitter posting (answered by Odilitime)\nQ: Why isn't my Twitter agent posting tweets despite having the right settings? (asked by tragicboyjay) A: You need to install the client-twitter plugin with `npx elizaos plugins install @elizaos-plugins/client-twitter` (answered by Odilitime)\nQ: What environment variables control tweet frequency and responses? (asked by tragicboyjay) A: POST_INTERVAL_MIN/MAX control frequency, ACTION_INTERVAL controls reply speed (answered by Odilitime)\nQ: What's the cheapest place to host ElizaOS? (asked by b0nes) A: Check out OVH, Hetzner, and lowendbox.com (answered by Odilitime)\nQ: Why should I use ElizaOS over building barebones infrastructure? (asked by Nice Dreams Maybe) A: So you don't have to build any infrastructure yourself (answered by damian)\nQ: How do I fix \"Error initializing Discord client: this.runtime.registerSendHandler is not a function\"? (asked by .aith) A: Unanswered\nQ: How can I fine-tune a character for a Twitter agent? (asked by .aith) A: Unanswered\nQ: Is it possible to create a bot that posts tweets using an API like serpAPI? (asked by budyn) A: Unanswered\nQ: Do I need a Twitter dev account for my agent to check replies and feed activity? (asked by .aith) A: Unanswered\n\n## 3. Help Interactions\nHelper: Odilitime | Helpee: tragicboyjay | Context: Twitter agent not posting tweets despite correct configuration | Resolution: Identified missing @elizaos-plugins/client-twitter plugin and provided installation command\nHelper: Odilitime | Helpee: tragicboyjay | Context: Understanding environment variables for tweet frequency | Resolution: Explained POST_INTERVAL_MIN/MAX and ACTION_INTERVAL controls\nHelper: tragicboyjay | Helpee: kingslayer | Context: Looking for ElizaOS tutorials | Resolution: Shared a YouTube tutorial link\nHelper: prekprekprek | Helpee: .aith | Context: Twitter client configuration issues | Resolution: Helped troubleshoot configuration, user confirmed it worked\nHelper: Odilitime | Helpee: starlord | Context: Discord plugin not initializing | Resolution: Suggested using LOG_LEVEL=debug to identify loaded plugins\n\n## 4. Action Items\nType: Technical | Description: Fix the \"Cannot set headers after they are sent to the client\" error in agent message API | Mentioned By: .aith\nType: Technical | Description: Implement export functionality for agent JSON configurations | Mentioned By: .aith\nType: Technical | Description: Fix image description service error in client-twitter | Mentioned By: .aith\nType: Documentation | Description: Create tutorial on building agents without using the CLI | Mentioned By: .aith\nType: Documentation | Description: Provide examples of fine-tuning characters for Twitter agents | Mentioned By: .aith\nType: Documentation | Description: Create guide for integrating external APIs like newsAPI or serpAPI | Mentioned By: budyn\nType: Documentation | Description: Update documentation on knowledge integration for agents | Mentioned By: .aith\nType: Feature | Description: Add support for Reddit and LinkedIn platforms | Mentioned By: .aith\nType: Feature | Description: Implement voice calling capabilities for outbound sales calls | Mentioned By: Todescovitch",
          "messageCount": 150,
          "userCount": 15
        },
        {
          "channelId": "1300756641406521416",
          "channelName": "ideas-feedback-rants",
          "summary": "No technical discussions, decisions, or problem-solving occurred in this chat segment. The only message was from user \"paradise\" introducing themselves as a blockchain and full-stack web developer with expertise in various blockchain ecosystems, offering their services.",
          "messageCount": 1,
          "userCount": 1
        },
        {
          "channelId": "1361442528813121556",
          "channelName": "fun",
          "summary": "Technical: Fix EDDY's image to match the image on X | Description: Team needs to update EDDY's image for consistency with social media | Mentioned By: MDMnvest",
          "messageCount": 12,
          "userCount": 5
        }
      ]
    }
  },
  "ai_news_elizaos_daily_discord_md_2025-05-15": {
    "filename": "2025-05-15.md",
    "content": "# elizaOS Discord - 2025-05-15\n\n## Overall Discussion Highlights\n\n### ElizaOS v2 Development\n- ElizaOS v2 (also called Eliza 1.0.0) is nearing release and will significantly improve upon v1 (described as a \"proof of concept\")\n- The new version will support direct interaction with AI agents like \"ai16z\" and \"degenai\" through the ElizaOS terminal\n- Jin is actively working on GitHub integration features and updates to the ElizaOS homepage (eliza.how)\n- MonteCrypto submitted a PR for elizaos.github.io that was merged\n- Work is ongoing to improve the GitHub login workflow, balancing ease of use with sybil resistance\n\n### Agent Development & Plugins\n- Users discussed issues with the Twitter client plugin (@elizaos-plugins/client-twitter) for posting tweets\n- Several configuration problems were reported with environment variables not taking effect\n- Differences between the eliza-starter repo and the main repo were highlighted, with the starter being more straightforward for Twitter functionality\n- Discord plugin integration issues were reported by multiple users\n- Users discussed hosting options for ElizaOS agents, with recommendations for OVH, Hetzner, and lowendbox.com\n\n### AI Features & Innovation\n- Jin mentioned work on AI-powered documentation summarization\n- Development of video generation using Remotion for creating AI news shows with visualizations is underway\n- One user is attempting to implement Magic: The Gathering rules into an agent's knowledge base\n- ElizaOS is described as \"an open source framework for development of AI agents that can interact with blockchains\"\n\n### Version Compatibility\n- The chat revealed distinctions between v0.x, v1.x, and v2.x versions of ElizaOS\n- Some plugins are version-specific, causing compatibility issues for users\n- Users reported issues with the CLI and expressed frustration with documentation gaps\n\n## Key Questions & Answers\n\n**Q: Can someone help me understand what ElizaOS is building?**  \nA: \"ElizaOS is an open source framework for development of AI agents that can interact with blockchains\" (answered by Kenk)\n\n**Q: What is v2 going to do for ai16z and degenai?**  \nA: \"Eli5, eddy, degenai will be ai agents you can directly interact with on the elizaos v2 terminal or better known as eliza 1.0.0\" (answered by xell0x)\n\n**Q: What's the difference between eliza-starter and the main repo?**  \nA: The starter repo is an older version but works more reliably for Twitter posting (answered by Odilitime)\n\n**Q: Why isn't my Twitter agent posting tweets despite having the right settings?**  \nA: You need to install the client-twitter plugin with `npx elizaos plugins install @elizaos-plugins/client-twitter` (answered by Odilitime)\n\n**Q: What environment variables control tweet frequency and responses?**  \nA: POST_INTERVAL_MIN/MAX control frequency, ACTION_INTERVAL controls reply speed (answered by Odilitime)\n\n**Q: What's the cheapest place to host ElizaOS?**  \nA: Check out OVH, Hetzner, and lowendbox.com (answered by Odilitime)\n\n**Q: Why should I use ElizaOS over building barebones infrastructure?**  \nA: So you don't have to build any infrastructure yourself (answered by damian)\n\n## Community Help & Collaboration\n\n1. **Twitter Agent Configuration**\n   - Helper: Odilitime | Helpee: tragicboyjay\n   - Context: Twitter agent not posting tweets despite correct configuration\n   - Resolution: Identified missing @elizaos-plugins/client-twitter plugin and provided installation command\n\n2. **Environment Variable Explanation**\n   - Helper: Odilitime | Helpee: tragicboyjay\n   - Context: Understanding environment variables for tweet frequency\n   - Resolution: Explained POST_INTERVAL_MIN/MAX and ACTION_INTERVAL controls\n\n3. **GitHub Integration Support**\n   - Helper: jin | Helpee: MonteCrypto\n   - Context: GitHub integration PR for elizaos.github.io\n   - Resolution: PR was merged and jin provided resources about AI summarization and documentation\n\n4. **Twitter Client Troubleshooting**\n   - Helper: prekprekprek | Helpee: .aith\n   - Context: Twitter client configuration issues\n   - Resolution: Helped troubleshoot configuration, user confirmed it worked\n\n5. **ElizaOS Tutorial Sharing**\n   - Helper: tragicboyjay | Helpee: kingslayer\n   - Context: Looking for ElizaOS tutorials\n   - Resolution: Shared a YouTube tutorial link\n\n## Action Items\n\n### Technical\n- Implement improved GitHub profile README checking workflow (Mentioned by jin)\n- Restrict GitHub login scopes for better security (Mentioned by jin)\n- Complete and ship ElizaOS v2/1.0.0 (Mentioned by xell0x)\n- Fix the \"Cannot set headers after they are sent to the client\" error in agent message API (Mentioned by .aith)\n- Implement export functionality for agent JSON configurations (Mentioned by .aith)\n- Fix image description service error in client-twitter (Mentioned by .aith)\n- Fix EDDY's image to match the image on X (Mentioned by MDMnvest)\n\n### Documentation\n- Update documentation for v2 features and differences from v1 (Mentioned by andersonlthome)\n- Create tutorial on building agents without using the CLI (Mentioned by .aith)\n- Provide examples of fine-tuning characters for Twitter agents (Mentioned by .aith)\n- Create guide for integrating external APIs like newsAPI or serpAPI (Mentioned by budyn)\n- Update documentation on knowledge integration for agents (Mentioned by .aith)\n\n### Feature\n- Create AI news show with anchors and visualizations using Remotion (Mentioned by jin)\n- Develop permissionless dashboard with tasks for contributors (Mentioned by MonteCrypto)\n- Add support for Reddit and LinkedIn platforms (Mentioned by .aith)\n- Implement voice calling capabilities for outbound sales calls (Mentioned by Todescovitch)"
  },
  "ai_news_elizaos_daily_dev_json_2025-05-15": {
    "filename": "2025-05-15.json",
    "content": {
      "server": "elizaOS Development",
      "title": "elizaOS Development Discord - 2025-05-15",
      "date": 1747267200,
      "stats": {
        "totalMessages": 377,
        "totalUsers": 13
      },
      "categories": [
        {
          "channelId": "1320246527268098048",
          "channelName": "💬｜general",
          "summary": "# Analysis of 💬｜general Channel\n\n## 1. Summary\nThe chat segment contains minimal technical discussion. The main technical topic revolves around the Eliza framework and its availability. A user reported that ai.eliza.how was not working, suggesting server issues. Another user shared an updated link (eliza.how) as the latest resource. There was also a brief exchange about finding an Eliza Bot, with one user seeking a specific agent dedicated to Eliza in v2 that they had previously used. The conversation includes general greetings and a call for collaboration on building startups using elizaOS, though no specific technical implementations or solutions were discussed in depth.\n\n## 2. FAQ\nQ: Can someone point me to the Eliza Bot? There was one at eliza.gg that went down months ago, but there's another one I used a couple weeks ago and now I can't find where it was. (asked by Hidden Forces) A: Hello, you can find all the docs related to eliza below https://eliza.how/ (answered by sam-developer)\nQ: Is the dev active? (asked by OnchainForge) A: yes everyone's active. are you looking to setup eliza or do some testing around the framework? (answered by sam-developer)\n\n## 3. Help Interactions\nHelper: sam-developer | Helpee: Fenil Modi | Context: User reported ai.eliza.how not working | Resolution: Provided updated link to eliza.how\nHelper: sam-developer | Helpee: Hidden Forces | Context: User looking for Eliza Bot | Resolution: Partially successful - provided documentation link but user indicated it wasn't what they were looking for\n\n## 4. Action Items\nFeature: Ensure elizaOS is integrated into startup development cycles | Mentioned By: wire\nTechnical: Fix or clarify status of the Eliza Bot that was previously available | Mentioned By: Hidden Forces\nTechnical: Address availability issues with Eliza servers | Mentioned By: Fenil Modi",
          "messageCount": 16,
          "userCount": 7
        },
        {
          "channelId": "1327493511406293016",
          "channelName": "🎤｜plug-your-projects",
          "summary": "# Discord Chat Analysis\n\n## 1. Summary\nThe chat segment focuses on integrating MCP (likely Modular Compute Protocol) with ElizaOS and setting up a Twitter integration for an agent. Ruby provides guidance on both topics. For MCP integration, Ruby directs the user to the mcp-client library and examples repository. The Twitter integration discussion is more extensive, covering authentication requirements, API usage, and configuration parameters. Ruby explains that Twitter integration requires proper OAuth credentials through a Twitter developer account, not just cookies. The conversation addresses rate limiting concerns with the current configuration settings and clarifies that web scraping alternatives are unreliable and against Twitter's terms of service. Ruby recommends following Twitter's automation policy for creating reply bots and emphasizes the necessity of using the official API despite the setup requirements.\n\n## 2. FAQ\nQ: Is there any guide for integrating MCP with ElizaOS? (asked by Fenil Modi) A: Integration docs are being finalized, but use the mcp-client library and check examples at github.com/storacha/mcp-examples (answered by Ruby)\nQ: Do I need an X dev account? (asked by Ramiroo) A: Yes, you need a developer account from developer.twitter.com to get the API keys (answered by Ruby)\nQ: Is a dev account 100% necessary in order to get the twitter activity? (asked by Ramiroo) A: Yes, you need a dev account as there's no reliable way around Twitter's API authentication requirements (answered by Ruby)\nQ: Can I do it with Twitter's free dev acc? (asked by Ramiroo) A: Yes, the free tier basic access will work, approval process usually takes 1-2 days (answered by Ruby)\nQ: Is creating a reply bot allowed in Twitter's terms and conditions? (asked by Ramiroo) A: Yes, but you need to disclose it's automated and follow Twitter's automation rules (answered by Ruby)\nQ: Is there any way of making it work without using the Twitter API? (asked by Ramiroo) A: Not recommended as web scraping or unauthorized access will likely get your account banned (answered by Ruby)\n\n## 3. Help Interactions\nHelper: Ruby | Helpee: Fenil Modi | Context: Needed guidance on integrating MCP with ElizaOS | Resolution: Directed to use mcp-client library and check examples repository\nHelper: Ruby | Helpee: Ramiroo | Context: Trouble detecting Twitter activity in real-time | Resolution: Identified missing Twitter API credentials in .env file and recommended configuration changes to avoid rate limits\n\n## 4. Action Items\nType: Technical | Description: Set up Twitter developer account and obtain API credentials for agent integration | Mentioned By: Ruby\nType: Technical | Description: Add Twitter API credentials (TWITTER_API_KEY, TWITTER_API_SECRET, TWITTER_ACCESS_TOKEN) to .env file | Mentioned By: Ruby\nType: Technical | Description: Adjust Twitter polling parameters to avoid rate limits (set POST_IMMEDIATELY=false, increase POST_INTERVAL_MIN) | Mentioned By: Ruby\nType: Documentation | Description: Finalize MCP integration documentation | Mentioned By: Ruby",
          "messageCount": 19,
          "userCount": 3
        },
        {
          "channelId": "1324098367416172665",
          "channelName": "📮｜feedback",
          "summary": "# Discord Chat Analysis for 📮｜feedback Channel\n\n## 1. Summary\nThe chat revolves around a user (Hidden Forces) struggling to set up a basic character in elizaOS v2 after migrating from v1. The main technical issues include:\n- Confusion about proper directory structure for character files in v2\n- Path resolution problems with the character loading command\n- Package.json configuration forcing redirection to \"the-org\" directory\n- Outdated documentation causing confusion between v1 and v2 approaches\n\nRuby attempted to help by suggesting various directory structures and commands, but provided several incorrect solutions before identifying the root cause: a hardcoded path in package.json that was forcing all commands through \"./packages/the-org\". The solution was to edit package.json to remove this hardcoded path. They also attempted to update the elizaOS packages to the latest version but encountered dependency conflicts.\n\n## 2. FAQ\nQ: How do I launch a basic custom character without using CLI? (asked by Hidden Forces) A: Use configuration files directly instead of the GUI, which is more reliable even if it requires more terminal work (answered by Ruby)\nQ: What are the required fields for a v2 character JSON? (asked by Hidden Forces) A: Add \"version\": \"2.0\" and \"id\": \"your_character_id\" at the root level of your JSON (answered by Ruby)\nQ: Do I need to run \"bun run dev\" before starting a character? (asked by Hidden Forces) A: No, you can run the start command directly with the character path (answered by Ruby)\nQ: How do I check my elizaOS version? (asked by Hidden Forces) A: Unanswered\n\n## 3. Help Interactions\nHelper: Ruby | Helpee: Hidden Forces | Context: Package.json forcing redirection to \"the-org\" directory | Resolution: Identified the issue in package.json with the line \"start\": \"cd ./packages/the-org && bun run start\" and suggested changing it to \"start\": \"bun run start\"\nHelper: Ruby | Helpee: Hidden Forces | Context: Missing required fields in character JSON | Resolution: Provided the necessary fields \"version\" and \"id\" to add to the character configuration\nHelper: Ruby | Helpee: Hidden Forces | Context: Confusion about directory structure for character files | Resolution: Suggested creating packages/standalone/src/characters/ structure, though this didn't fully resolve the issue due to package.json configuration\n\n## 4. Action Items\nTechnical: Fix package.json to remove hardcoded \"the-org\" path dependency | Description: Change \"start\": \"cd ./packages/the-org && bun run start\" to \"start\": \"bun run start\" | Mentioned By: Ruby\nTechnical: Update elizaOS packages to latest version | Description: Run \"bun install @elizaos/cli@latest @elizaos/core@latest\" | Mentioned By: Ruby\nDocumentation: Create proper v1 to v2 migration guide | Description: Document changes in directory structure, character format, and command syntax | Mentioned By: Ruby\nDocumentation: Clean up outdated v1 tutorials | Description: Remove or update all v1 documentation to prevent confusion | Mentioned By: Hidden Forces\nFeature: Improve the GUI interface | Description: Current GUI described as \"held together with duct tape and hopes\" | Mentioned By: Ruby",
          "messageCount": 58,
          "userCount": 2
        },
        {
          "channelId": "1324089429727514674",
          "channelName": "🤖｜agent-dev-school",
          "summary": "# Analysis of Discord Chat in \"🤖｜agent-dev-school\"\n\n## 1. Summary\nThe conversation revolves around implementing and troubleshooting a Discord plugin extension for ElizaOS that adds reply functionality and Graphlit knowledge integration. The participants work through several technical challenges:\n\nInitially, they attempt to extend the base DiscordPlugin class, but discover it's a singleton instance rather than a class that can be extended. They pivot to enhancing the service through the registry pattern instead.\n\nThe implementation evolves from a custom service coordinator to properly leveraging ElizaOS's event system. They address issues with service initialization timing, memory management, and message handling.\n\nA key challenge is integrating the Graphlit MCP server for knowledge retrieval with Discord's reply functionality. They implement a pipeline that fetches knowledge from Graphlit, enhances LLM responses, and formats replies as threaded messages in Discord.\n\nThroughout the conversation, they refine the implementation to address TypeScript errors, memory leaks, and race conditions. The final solution uses ElizaOS's event system with BEFORE_RESPOND and AFTER_RESPOND handlers to properly integrate knowledge retrieval and threaded replies.\n\n## 2. FAQ\nQ: What is the recommended pattern for enhancing the Discord plugin's functionality? (asked by Scooter) A: Use the service registry pattern to enhance functionality without extending the class directly. (answered by Ruby)\nQ: How should we properly register an action like GRAPHLIT_RAG in ElizaOS? (asked by Scooter) A: Register it in your character config rather than the agent setup. (answered by Ruby)\nQ: How do we integrate the existing plugin.ts and its GRAPHLIT_RAG action with our Discord integration? (asked by Scooter) A: Import and use the plugin in index.ts and register the action in your agent configuration. (answered by Ruby)\nQ: What's the correct way to register an action in ElizaOS? (asked by Scooter) A: In your character type definition, extend the actions interface and register in plugin.ts. (answered by Ruby)\nQ: How do we properly hook into ElizaOS service events? (asked by Scooter) A: Use the built-in event system with handlers for events like 'mcp:ready' and 'discord:ready'. (answered by Ruby)\nQ: How do we integrate the MCP service binding? (asked by Scooter) A: Create a service class that wraps MCP and only exposes the methods you need. (answered by Ruby)\nQ: How can I get the world ID? (asked by Haze) A: Use WorldManager.getCurrentWorld() or make a GET request to /api/worlds. (answered by Ruby)\nQ: What is the command for running a certain character file? (asked by Scooter) A: Use \"elizaos run --character path/to/character.json\" from the project root directory. (answered by Ruby)\nQ: Can I run a character in dev mode? (asked by Scooter) A: Yes, use \"elizaos run --dev --character path/to/character.json\" for hot reloading and detailed logs. (answered by Ruby)\n\n## 3. Help Interactions\nHelper: Ruby | Helpee: Scooter | Context: Extending Discord plugin for reply functionality | Resolution: Provided code for enhancing Discord service with reply support using service registry pattern\nHelper: Ruby | Helpee: Scooter | Context: Memory management issues causing heap out of memory errors | Resolution: Implemented proper service lifecycle with cleanup methods and singleton pattern\nHelper: Ruby | Helpee: Scooter | Context: Integrating Graphlit MCP server with Discord | Resolution: Created a knowledge pipeline that fetches sources from Graphlit and formats responses\nHelper: Ruby | Helpee: Scooter | Context: Discord message threading not working | Resolution: Fixed the message reference format to use the correct Discord.js API structure\nHelper: Ruby | Helpee: Scooter | Context: Multiple responses being sent for single message | Resolution: Implemented a mutex pattern using messageQueue to prevent duplicate processing\nHelper: Ruby | Helpee: Scooter | Context: TypeScript errors with custom interfaces | Resolution: Provided proper type definitions for event handlers and service interfaces\nHelper: Ruby | Helpee: Haze | Context: Creating an agent via API calls | Resolution: Provided correct structure for agent configuration in API requests\nHelper: Ruby | Helpee: Scooter | Context: Project structure for ElizaOS integration | Resolution: Reorganized files to properly export character, plugin, and fleek configurations\n\n## 4. Action Items\nTechnical: Implement service registry pattern instead of extending Discord plugin class | Description: Use runtime.services.discord to enhance functionality | Mentioned By: Ruby\nTechnical: Add proper error handling to Discord message sending | Description: Implement try/catch with fallback to original send method | Mentioned By: Ruby\nTechnical: Fix memory management with singleton pattern | Description: Use static instance and cleanup methods | Mentioned By: Ruby\nTechnical: Implement proper event handlers for ElizaOS lifecycle | Description: Use events like 'mcp:ready' and 'discord:ready' | Mentioned By: Ruby\nTechnical: Add mutex for message processing | Description: Use Map to track in-process messages and prevent duplicates | Mentioned By: Ruby\nTechnical: Update Discord reference format for threaded replies | Description: Use correct messageReference format for Discord.js | Mentioned By: Ruby\nDocumentation: Document ElizaOS service lifecycle | Description: Explain how services are initialized and destroyed | Mentioned By: Ruby\nDocumentation: Create type definitions for event payloads | Description: Define interfaces for BeforeRespondPayload and AfterRespondPayload | Mentioned By: Ruby\nFeature: Implement Graphlit knowledge retrieval | Description: Add retrieveSources tool to enhance agent responses | Mentioned By: Scooter\nFeature: Add threaded replies in Discord | Description: Format responses as replies to original messages | Mentioned By: Scooter",
          "messageCount": 280,
          "userCount": 3
        },
        {
          "channelId": "1323745969115893780",
          "channelName": "📥｜pull-requests",
          "summary": "No substantive technical discussions or problem-solving occurred in this brief chat segment. The conversation consisted of casual banter about identity (agents vs. users) and shitposting, without any technical content, decisions, or implementations to analyze.",
          "messageCount": 4,
          "userCount": 3
        }
      ]
    }
  },
  "ai_news_elizaos_daily_dev_md_2025-05-15": {
    "filename": "2025-05-15.md",
    "content": "# elizaOS Development Discord - 2025-05-15\n\n## Overall Discussion Highlights\n\n### ElizaOS Framework & Infrastructure\n- Users reported availability issues with ai.eliza.how, with sam-developer providing an updated link to eliza.how\n- Discussion about the active development status of elizaOS, with confirmation that the team is active\n- A user sought a specific Eliza Bot agent they had previously used but could no longer locate\n\n### Discord Plugin Enhancement\n- Significant work on implementing a Discord plugin extension that adds reply functionality and Graphlit knowledge integration\n- Technical challenges addressed included:\n  - Discovering that DiscordPlugin is a singleton instance rather than an extendable class\n  - Implementing the service registry pattern as an alternative approach\n  - Integrating with ElizaOS's event system for proper service lifecycle management\n  - Creating a knowledge pipeline that fetches from Graphlit and enhances LLM responses\n  - Implementing threaded replies in Discord with proper message references\n\n### MCP Integration\n- Discussion about integrating Modular Compute Protocol (MCP) with ElizaOS\n- Ruby directed users to the mcp-client library and examples repository at github.com/storacha/mcp-examples\n- Implementation of a service class that wraps MCP and exposes only needed methods\n\n### Twitter Integration for Agents\n- Detailed guidance on setting up Twitter integration for an agent\n- Clarification that Twitter integration requires proper OAuth credentials through a Twitter developer account\n- Discussion of rate limiting concerns and configuration parameters to avoid them\n- Confirmation that web scraping alternatives are unreliable and against Twitter's terms of service\n\n### Character Setup in ElizaOS v2\n- A user struggled with migrating from v1 to v2 character setup\n- Issues identified included:\n  - Confusion about proper directory structure for character files\n  - Path resolution problems with character loading commands\n  - Package.json configuration forcing redirection to \"the-org\" directory\n  - Outdated documentation causing confusion between v1 and v2 approaches\n\n## Key Questions & Answers\n\n### ElizaOS Framework\n**Q: Is the dev team active?**  \nA: Yes, everyone's active. Are you looking to setup eliza or do some testing around the framework?\n\n**Q: How do I check my elizaOS version?**  \nA: [Unanswered]\n\n### Character Setup\n**Q: How do I launch a basic custom character without using CLI?**  \nA: Use configuration files directly instead of the GUI, which is more reliable even if it requires more terminal work.\n\n**Q: What are the required fields for a v2 character JSON?**  \nA: Add \"version\": \"2.0\" and \"id\": \"your_character_id\" at the root level of your JSON.\n\n**Q: What is the command for running a certain character file?**  \nA: Use \"elizaos run --character path/to/character.json\" from the project root directory.\n\n**Q: Can I run a character in dev mode?**  \nA: Yes, use \"elizaos run --dev --character path/to/character.json\" for hot reloading and detailed logs.\n\n### MCP & Plugin Development\n**Q: Is there any guide for integrating MCP with ElizaOS?**  \nA: Integration docs are being finalized, but use the mcp-client library and check examples at github.com/storacha/mcp-examples.\n\n**Q: What is the recommended pattern for enhancing the Discord plugin's functionality?**  \nA: Use the service registry pattern to enhance functionality without extending the class directly.\n\n**Q: How should we properly register an action like GRAPHLIT_RAG in ElizaOS?**  \nA: Register it in your character config rather than the agent setup.\n\n**Q: How do we properly hook into ElizaOS service events?**  \nA: Use the built-in event system with handlers for events like 'mcp:ready' and 'discord:ready'.\n\n**Q: How can I get the world ID?**  \nA: Use WorldManager.getCurrentWorld() or make a GET request to /api/worlds.\n\n### Twitter Integration\n**Q: Do I need an X dev account?**  \nA: Yes, you need a developer account from developer.twitter.com to get the API keys.\n\n**Q: Can I do it with Twitter's free dev account?**  \nA: Yes, the free tier basic access will work, approval process usually takes 1-2 days.\n\n**Q: Is creating a reply bot allowed in Twitter's terms and conditions?**  \nA: Yes, but you need to disclose it's automated and follow Twitter's automation rules.\n\n**Q: Is there any way of making it work without using the Twitter API?**  \nA: Not recommended as web scraping or unauthorized access will likely get your account banned.\n\n## Community Help & Collaboration\n\n### Discord Plugin Enhancement\nRuby provided extensive guidance to Scooter on implementing a Discord plugin extension:\n- Shared code for enhancing Discord service with reply support using service registry pattern\n- Helped resolve memory management issues causing heap out of memory errors\n- Created a knowledge pipeline that fetches sources from Graphlit and formats responses\n- Fixed message reference format for proper Discord.js API integration\n- Implemented a mutex pattern using messageQueue to prevent duplicate processing\n- Provided proper type definitions for event handlers and service interfaces\n\n### Twitter Integration\nRuby guided Ramiroo through Twitter integration setup:\n- Identified missing Twitter API credentials in .env file\n- Recommended configuration changes to avoid rate limits\n- Explained the necessity of using the official API despite setup requirements\n- Clarified Twitter's automation policies for creating reply bots\n\n### Character Setup Troubleshooting\nRuby helped Hidden Forces with v2 character setup issues:\n- Identified a package.json issue with the line \"start\": \"cd ./packages/the-org && bun run start\"\n- Suggested changing it to \"start\": \"bun run start\"\n- Provided the necessary fields \"version\" and \"id\" to add to character configuration\n- Suggested creating packages/standalone/src/characters/ structure\n\n### MCP Integration\nRuby assisted Fenil Modi with MCP integration:\n- Directed to use mcp-client library\n- Provided link to examples repository\n- Explained that full integration docs were being finalized\n\n## Action Items\n\n### Technical\n- **Fix package.json** to remove hardcoded \"the-org\" path dependency (Mentioned by Ruby)\n- **Update elizaOS packages** to latest version with \"bun install @elizaos/cli@latest @elizaos/core@latest\" (Mentioned by Ruby)\n- **Set up Twitter developer account** and obtain API credentials for agent integration (Mentioned by Ruby)\n- **Add Twitter API credentials** (TWITTER_API_KEY, TWITTER_API_SECRET, TWITTER_ACCESS_TOKEN) to .env file (Mentioned by Ruby)\n- **Adjust Twitter polling parameters** to avoid rate limits (set POST_IMMEDIATELY=false, increase POST_INTERVAL_MIN) (Mentioned by Ruby)\n- **Implement service registry pattern** instead of extending Discord plugin class (Mentioned by Ruby)\n- **Add proper error handling** to Discord message sending with try/catch and fallback (Mentioned by Ruby)\n- **Fix memory management** with singleton pattern using static instance and cleanup methods (Mentioned by Ruby)\n- **Implement proper event handlers** for ElizaOS lifecycle using events like 'mcp:ready' and 'discord:ready' (Mentioned by Ruby)\n- **Add mutex for message processing** using Map to track in-process messages (Mentioned by Ruby)\n- **Update Discord reference format** for threaded replies (Mentioned by Ruby)\n- **Fix or clarify status** of the Eliza Bot that was previously available (Mentioned by Hidden Forces)\n- **Address availability issues** with Eliza servers (Mentioned by Fenil Modi)\n\n### Documentation\n- **Finalize MCP integration documentation** (Mentioned by Ruby)\n- **Create proper v1 to v2 migration guide** documenting changes in directory structure, character format, and command syntax (Mentioned by Ruby)\n- **Clean up outdated v1 tutorials** to prevent confusion (Mentioned by Hidden Forces)\n- **Document ElizaOS service lifecycle** explaining initialization and destruction (Mentioned by Ruby)\n- **Create type definitions** for event payloads including BeforeRespondPayload and AfterRespondPayload (Mentioned by Ruby)\n\n### Feature\n- **Ensure elizaOS is integrated** into startup development cycles (Mentioned by wire)\n- **Improve the GUI interface** which was described as \"held together with duct tape and hopes\" (Mentioned by Ruby)\n- **Implement Graphlit knowledge retrieval** with retrieveSources tool (Mentioned by Scooter)\n- **Add threaded replies in Discord** formatting responses as replies to original messages (Mentioned by Scooter)"
  },
  "ai_news_hyperfy_daily_json_2025-05-15": {
    "filename": "2025-05-15.json",
    "content": {
      "server": "Hyperfy",
      "title": "Hyperfy Discord - 2025-05-15",
      "date": 1747267200,
      "stats": {
        "totalMessages": 106,
        "totalUsers": 21
      },
      "categories": [
        {
          "channelId": "994775534733115412",
          "channelName": "💻│developers",
          "summary": "# Discord Channel Analysis: 💻│developers\n\n## 1. Summary\nThe discussion primarily focused on technical aspects of Hyperfy's development and implementation. Ashxn shared thoughts on avatar formats, suggesting an alternative to VRM built on GLTF that would allow live wearable swapping. They highlighted Hyperfy's current approach of annotating GLTF objects for LODs, rigidbodies, and snap points without requiring official extensions. \n\nSeveral new features were implemented during the conversation: a splatmap terrain demo was released, a reconnect button for handling disconnections (particularly on iOS), VR snap turn functionality, and VR trigger bindings for actions. The developers also discussed app behavior during movement, suggesting that apps should stay live by default while being moved, with a resetOnMove option for specific cases.\n\nThe channel also addressed a server performance issue during a meeting where the platform became unloadable after many users joined. It was noted this occurred on a free fly.io instance with limited resources (1 CPU, 1GB RAM). Developers expressed interest in reviewing server logs to understand the failure points.\n\n## 2. FAQ\nQ: Is there any way to force an auto refresh when a disconnect happens or an on screen refresh button? (asked by MetaRick) A: Yes, a refresh button that appears when disconnected will be added (answered by Ashxn)\nQ: Is VR right stick rotation still on the back burner? (asked by hiroP) A: It's being worked on and will be added soon (answered by Ashxn)\nQ: What's a good way to pull server logs for connection failures? (asked by maximus) A: Unanswered\n\n## 3. Help Interactions\nHelper: Ashxn | Helpee: MetaRick | Context: White bar issue in MetaRick's world | Resolution: Identified that the fake skybox had casting/receiving shadows enabled, which was causing the issue\nHelper: maximus | Helpee: Ashxn | Context: Sharing information about OMI working group for GLTF extensions | Resolution: Provided Discord channel link and suggested connecting with the crew there\nHelper: ᲼~/^b0gie-(.*)$/ | Helpee: maximus | Context: Server issues during meeting with many users | Resolution: Explained the limitations of free fly.io instances (1 CPU, 1GB RAM) causing the performance problems\n\n## 4. Action Items\nType: Technical | Description: Implement reconnect button for handling disconnections | Mentioned By: Ashxn\nType: Technical | Description: Implement VR snap turn functionality | Mentioned By: Ashxn\nType: Technical | Description: Add VR trigger bindings for actions | Mentioned By: Ashxn\nType: Technical | Description: Fix white bar issue in UI | Mentioned By: Ashxn\nType: Technical | Description: Review server logs from fly.io to understand connection failures | Mentioned By: maximus\nType: Feature | Description: Develop alternative to VRM format built on GLTF for live wearable swapping | Mentioned By: Ashxn\nType: Technical | Description: Change default behavior so apps stay live while moving (with resetOnMove option) | Mentioned By: Ashxn",
          "messageCount": 58,
          "userCount": 12
        },
        {
          "channelId": "1330373197203505185",
          "channelName": "🤖│agents",
          "summary": "# Analysis of Discord Chat in \"🤖│agents\" Channel\n\n## 1. Summary\nThe chat segment is very brief, containing a short exchange between users maximus and 0mka discussing a team working on data infrastructure. They mention several data-related technologies including backpacks/arweave, ceramic/tableland, orbis, and \"sqlite on chain stuff.\" Maximus notes that the team is running competitions and has been working with data infrastructure for years. 0mka indicates they haven't kept up with \"recall since the merging,\" and maximus responds that they believe the team is maintaining their tables but shifting focus toward data consumption and AI applications. The conversation is brief and exploratory rather than containing detailed technical discussions or problem-solving.\n\n## 2. FAQ\nQ: What has the recall team been focusing on recently? (asked by 0mka) A: They seem to be keeping the tables but focusing more on data consumption/AI uses (answered by maximus)\n\n## 3. Help Interactions\nNo significant help interactions were present in this brief chat segment.\n\n## 4. Action Items\nNo clear action items were identified in this brief chat segment.",
          "messageCount": 6,
          "userCount": 2
        },
        {
          "channelId": "958209074045026327",
          "channelName": "⚡│general",
          "summary": "# Discord Chat Analysis\n\n## 1. Summary\nThe chat discusses Hyperfy, a platform that allows developers to build 3D experiences and games. Ashxn clarifies that Hyperfy is currently in beta but already capable, with its engine available for creators on GitHub. The platform has released a token PVP game called \"Fallen\" as a demonstration. Hyperfy will feature a marketplace powered by the HYPER token. The discussion also covers VR functionality, with Roustan testing VR trigger actions on Quest 3 and sharing a YouTube video demonstration. There's mention of mobile accessibility, with confirmation that Hyperfy works on iOS devices. The chat includes discussion about a WIP (Work In Progress) meetup hosted by Roustan, with some users reporting crashes during the event. There's also brief discussion about fly.io hosting specifications, with b0gie mentioning \"1cpu1gb\" configuration.\n\n## 2. FAQ\nQ: Is the game already released or is it still in beta phase? (asked by alhxss) A: It's still in beta but very capable already, with the engine available for creators to build experiences (answered by Ashxn)\nQ: Are the utilities for hyper token live or will it be released once the platform launches? (asked by alhxss) A: Hyper will power the marketplace when it launches soon (answered by Ashxn)\nQ: Is the game not live yet for gamers? (asked by alhxss) A: A token PVP game called Fallen is live now at fallen.hyperfy.xyz (answered by Ashxn)\nQ: Is hyperfy like an infrastructure where developers can build 3D games powered by hyper token? (asked by alhxss) A: Yes (confirmed by Ashxn with a rocket nod emoji)\nQ: Is there a plan to redo the website to show v1 vs v2? (asked by MUDBONE) A: Unanswered\nQ: Is hyperfy accessible through mobile? iPad or iPhone? (asked by 1Existence-Metabeast) A: Yes it works on mobile (answered by maximus)\nQ: What spec fly.io are you using? (asked by Valiant) A: 1cpu1gb (answered by b0gie-(.*)$)\n\n## 3. Help Interactions\nHelper: Ashxn | Helpee: alhxss | Context: Understanding what Hyperfy is and its current state | Resolution: Explained that Hyperfy is in beta with engine available on GitHub, and clarified that Fallen game is already live\nHelper: maximus | Helpee: 1Existence-Metabeast | Context: Asking if Hyperfy works on mobile devices | Resolution: Confirmed it works on mobile and mentioned Roustan is making his world very lite for that purpose\nHelper: Valiant | Helpee: Wilson | Context: Confusion about which Discord channel the WIP meetup was taking place in | Resolution: Provided the correct Discord channel link for Meme Explorers\nHelper: Valiant | Helpee: Community | Context: Testing Hyperfy on mobile | Resolution: Confirmed it \"Works well on iPhone 12 pro\"\n\n## 4. Action Items\nTechnical: Test and optimize VR trigger actions for Quest 3 | Description: Roustan demonstrated functionality but further testing may be needed | Mentioned By: Roustan\nTechnical: Monitor and optimize fly.io hosting costs | Description: Track resource usage during events to determine optimal configuration | Mentioned By: vox\nDocumentation: Create tutorial for developers to build experiences on Hyperfy | Description: Ashxn mentioned they'll spend more time showing people how to create experiences | Mentioned By: Ashxn\nFeature: Consider website redesign to showcase v1 vs v2 | Description: Suggestion to reorganize website to highlight different versions and capabilities | Mentioned By: MUDBONE\nTechnical: Address platform stability issues | Description: Users reported crashes during the WIP meetup | Mentioned By: BallisticBanana, Valiant",
          "messageCount": 31,
          "userCount": 12
        },
        {
          "channelId": "1031058655581323324",
          "channelName": "🧊│3d-design",
          "summary": "Ashxn shared their experimentation with terrain splatmaps, demonstrating high-resolution sand blending into stone textures. They clarified that the implementation uses a regular mesh node with a specialized triplanar material, rather than a dedicated terrain node. Ashxn mentioned they're still evaluating whether to implement terrain features directly in-world or in Blender, as each approach has advantages and disadvantages. The community showed interest in the in-world approach, particularly for its potential integration with AI-based building systems. Additionally, there was a request to update documentation links in the channel.",
          "messageCount": 11,
          "userCount": 6
        }
      ]
    }
  },
  "ai_news_hyperfy_daily_md_2025-05-15": {
    "filename": "2025-05-15.md",
    "content": "# Hyperfy Discord - 2025-05-15\n\n## Overall Discussion Highlights\n\n### Technical Development\n- **Terrain Technology**: Ashxn demonstrated a new splatmap terrain system allowing high-resolution texture blending (sand into stone). This uses a regular mesh node with specialized triplanar material rather than a dedicated terrain node.\n- **Avatar Format Discussions**: Ashxn proposed an alternative to VRM built on GLTF that would enable live wearable swapping, highlighting Hyperfy's current approach of annotating GLTF objects without requiring official extensions.\n- **VR Enhancements**: Several VR improvements were implemented, including snap turn functionality and trigger bindings for actions. Roustan tested VR trigger actions on Quest 3 and shared a YouTube demonstration.\n- **Platform Stability**: A server performance issue was identified during a meeting where many users joined, making the platform unloadable. This occurred on a free fly.io instance with limited resources (1 CPU, 1GB RAM).\n- **Mobile Support**: Confirmation that Hyperfy works on iOS devices, with Roustan specifically optimizing his world for mobile performance.\n\n### Platform Status & Features\n- **Beta Status**: Ashxn clarified that Hyperfy is currently in beta but already capable, with its engine available for creators on GitHub.\n- **Marketplace Plans**: The upcoming marketplace will be powered by the HYPER token.\n- **Game Release**: A token PVP game called \"Fallen\" has been released as a demonstration at fallen.hyperfy.xyz.\n- **App Behavior**: Developers discussed app behavior during movement, suggesting that apps should stay live by default while being moved, with a resetOnMove option for specific cases.\n\n### Data Infrastructure\n- Brief discussion about a team working on data infrastructure technologies including backpacks/arweave, ceramic/tableland, orbis, and \"sqlite on chain stuff.\"\n- Mention that this team is running competitions and shifting focus toward data consumption and AI applications.\n\n## Key Questions & Answers\n\n**Q: Is there any way to force an auto refresh when a disconnect happens or an on-screen refresh button?**  \nA: Yes, a refresh button that appears when disconnected will be added (Ashxn)\n\n**Q: Is VR right stick rotation still on the back burner?**  \nA: It's being worked on and will be added soon (Ashxn)\n\n**Q: Is the game already released or is it still in beta phase?**  \nA: It's still in beta but very capable already, with the engine available for creators to build experiences (Ashxn)\n\n**Q: Are the utilities for hyper token live or will it be released once the platform launches?**  \nA: Hyper will power the marketplace when it launches soon (Ashxn)\n\n**Q: Is hyperfy like an infrastructure where developers can build 3D games powered by hyper token?**  \nA: Yes (confirmed by Ashxn)\n\n**Q: Is hyperfy accessible through mobile? iPad or iPhone?**  \nA: Yes it works on mobile (maximus)\n\n**Q: What spec fly.io are you using?**  \nA: 1cpu1gb (b0gie)\n\n**Q: What has the recall team been focusing on recently?**  \nA: They seem to be keeping the tables but focusing more on data consumption/AI uses (maximus)\n\n## Community Help & Collaboration\n\n1. **UI Troubleshooting**:\n   - **Helper**: Ashxn\n   - **Helpee**: MetaRick\n   - **Issue**: White bar appearing in MetaRick's world\n   - **Resolution**: Identified that the fake skybox had casting/receiving shadows enabled, which was causing the issue\n\n2. **GLTF Extensions Knowledge Sharing**:\n   - **Helper**: maximus\n   - **Helpee**: Ashxn\n   - **Context**: Sharing information about OMI working group for GLTF extensions\n   - **Resolution**: Provided Discord channel link and suggested connecting with the crew there\n\n3. **Platform Understanding**:\n   - **Helper**: Ashxn\n   - **Helpee**: alhxss\n   - **Context**: Understanding what Hyperfy is and its current state\n   - **Resolution**: Explained that Hyperfy is in beta with engine available on GitHub, and clarified that Fallen game is already live\n\n4. **Event Navigation**:\n   - **Helper**: Valiant\n   - **Helpee**: Wilson\n   - **Context**: Confusion about which Discord channel the WIP meetup was taking place in\n   - **Resolution**: Provided the correct Discord channel link for Meme Explorers\n\n## Action Items\n\n### Technical\n- Implement reconnect button for handling disconnections (Ashxn)\n- Implement VR snap turn functionality (Ashxn)\n- Add VR trigger bindings for actions (Ashxn)\n- Fix white bar issue in UI (Ashxn)\n- Review server logs from fly.io to understand connection failures (maximus)\n- Change default behavior so apps stay live while moving (with resetOnMove option) (Ashxn)\n- Test and optimize VR trigger actions for Quest 3 (Roustan)\n- Monitor and optimize fly.io hosting costs (vox)\n- Address platform stability issues during high-traffic events (BallisticBanana, Valiant)\n\n### Feature\n- Develop alternative to VRM format built on GLTF for live wearable swapping (Ashxn)\n- Consider website redesign to showcase v1 vs v2 (MUDBONE)\n- Evaluate terrain implementation approaches: in-world vs. Blender (Ashxn)\n- Explore integration with AI-based building systems (community interest)\n\n### Documentation\n- Create tutorial for developers to build experiences on Hyperfy (Ashxn)\n- Update documentation links in the 3D design channel (requested)"
  },
  "github_summaries_daily_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# ElizaOS Daily Update (May 16, 2025)\n\n## OVERVIEW \nToday, the ElizaOS team focused on addressing critical bugs and enhancing documentation. Notable fixes included resolving hallucination issues in agent replies and updating broken links in documentation. Additionally, improvements were made to the CLI commands, consolidating functionalities for better user experience.\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### Bug Fixes\n- Resolved hallucination issues in agent replies, addressing problems with JSON responses that caused inaccuracies. [PR #4603](https://github.com/elizaos/eliza/pull/4603)\n- Fixed the REPLY action to skip LLM calls if an existing response is available, improving efficiency. [PR #4608](https://github.com/elizaos/eliza/pull/4608)\n\n### Documentation Updates\n- Corrected a broken link to the ELIZA demo, ensuring users have access to the correct resource. [PR #4597](https://github.com/elizaos/eliza/pull/4597)\n\n### CLI Enhancements\n- Merged the `update-cli` command into the `update` command for streamlined functionality. [PR #4592](https://github.com/elizaos/eliza/pull/4592)\n- Added warnings for missing local `.env` files and introduced a `--system` flag for better command usage. [PR #4610](https://github.com/elizaos/eliza/pull/4610)\n\n## CLOSED ISSUES\n\n### Media and Provider Data Issues\n- Resolved user inquiries regarding enabling media in tweets and the use of provider data when posting to Twitter. These issues were closed after users confirmed their configurations were correct. [#4241](https://github.com/elizaos/eliza/issues/4241), [#4224](https://github.com/elizaos/eliza/issues/4224)\n\n## NEW ISSUES\n\n### Functionality Challenges\n- A new issue was reported regarding the agent's inability to respond to mentions, analyze images, and execute `npx elizaos plugins` commands. This indicates potential bugs in the latest version. [#4607](https://github.com/elizaos/eliza/issues/4607)"
  },
  "github_summaries_week_latest_2025-05-18.md": {
    "filename": "2025-05-18.md",
    "content": "# ElizaOS Weekly Update (May 18 - 24, 2025)\n\n## OVERVIEW\nThis week saw significant expansion of ElizaOS's API capabilities with new endpoints for worlds, rooms, and agent messaging. The team enhanced plugin infrastructure with registry integration and timeout handling, while fixing critical UI responsiveness issues. Major progress was made on the Polygon plugin, bringing blockchain functionality to the framework. Test reliability was improved across CLI commands and integration tests.\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### API Expansion and World Management\n- Added new API endpoints for creating and managing worlds and rooms ([#4667](https://github.com/elizaos/eliza/pull/4667), [#4647](https://github.com/elizaos/eliza/pull/4647))\n- Enhanced message API with world selection capabilities, allowing messages to be associated with specific worlds ([#4637](https://github.com/elizaos/eliza/pull/4637))\n- Improved agent creation API to return agent ID in the initial response, eliminating the need for subsequent calls ([#4634](https://github.com/elizaos/eliza/pull/4634))\n\n### Plugin Infrastructure Improvements\n- Implemented registry integration for plugins with 30-second timeout protection ([#4641](https://github.com/elizaos/eliza/pull/4641), [#4678](https://github.com/elizaos/eliza/pull/4678))\n- Added channel ID filtering capability to Discord plugin ([#4665](https://github.com/elizaos/eliza/pull/4665))\n- Removed global environment variable support in favor of local environment management ([#4666](https://github.com/elizaos/eliza/pull/4666))\n- Integrated Sentry logging for core logger errors ([#4650](https://github.com/elizaos/eliza/pull/4650))\n\n### Blockchain Integration Progress\n- Made significant progress on Polygon plugin implementation, including core EVM RPC wrappers and basic read operations ([#4575](https://github.com/elizaos/eliza/pull/4575))\n- Added Polygon Gas Oracle integration for transaction fee estimation ([#4574](https://github.com/elizaos/eliza/pull/4574))\n- Started work on Jupiter Swap plugin for cryptocurrency trading functionality ([#4593](https://github.com/elizaos/eliza/pull/4593))\n\n### Bug Fixes and Test Improvements\n- Fixed UI responsiveness issue with agent start button not updating status in real-time ([#4642](https://github.com/elizaos/eliza/pull/4642))\n- Resolved issues with dynamic providers in reply actions ([#4651](https://github.com/elizaos/eliza/pull/4651), [#4670](https://github.com/elizaos/eliza/pull/4670))\n- Improved test reliability by fixing flakiness in bats tests and addressing integration test failures ([#4663](https://github.com/elizaos/eliza/pull/4663), [#4654](https://github.com/elizaos/eliza/pull/4654))\n\n## CLOSED ISSUES\n\n### Documentation and Community Improvements\n- Updated community section documentation with improved navigation flowcharts for both technical and non-technical users ([#4260](https://github.com/elizaos/eliza/issues/4260))\n- Enhanced project documentation with updated blog posts and comprehensive partner documentation ([#4586](https://github.com/elizaos/eliza/pull/4586))\n- Implemented automatic documentation deployment workflow for changes to the docs folder ([#4640](https://github.com/elizaos/eliza/pull/4640), [#4631](https://github.com/elizaos/eliza/pull/4631))\n\n### Technical Debt and Architecture Improvements\n- Addressed platform interface needs in core package for ElizaOS v2 ([#3491](https://github.com/elizaos/eliza/issues/3491))\n- Resolved agent hanging issues after core initialization with specific configurations ([#4486](https://github.com/elizaos/eliza/issues/4486))\n- Improved dependency management with request to publish to npm for better version compatibility ([#4562](https://github.com/elizaos/eliza/issues/4562))\n\n## NEW ISSUES\n\nNo new issues were reported during this period. The team focused on addressing existing issues and implementing planned features."
  },
  "github_summaries_month_latest_2025-05-01.md": {
    "filename": "2025-05-01.md",
    "content": "# ElizaOS Monthly Update (May 2025)\n\n## OVERVIEW\nMay was a transformative month for ElizaOS with significant enhancements to the framework's core architecture and plugin ecosystem. The team focused on improving CLI functionality, refining agent interactions, and streamlining the plugin management system. Major strides were made in database operations, authentication mechanisms, and documentation, while several plugins were moved to standalone repositories to support the new plugin sharing system between v0.x and v1.x.\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### CLI Enhancements and Command Refinements\n- Improved CLI commands with better documentation and consistent behavior across platforms ([#4646](https://github.com/elizaos/eliza/pull/4646), [#4583](https://github.com/elizaos/eliza/pull/4583))\n- Consolidated update commands for better user experience ([#4592](https://github.com/elizaos/eliza/pull/4592), [#4591](https://github.com/elizaos/eliza/pull/4591))\n- Enhanced environment variable management with better system information display ([#4610](https://github.com/elizaos/eliza/pull/4610), [#4445](https://github.com/elizaos/eliza/pull/4445))\n- Improved dev command with better character file handling ([#4618](https://github.com/elizaos/eliza/pull/4618))\n\n### Plugin System Restructuring\n- Prepared v0.x for sharing plugins with v1.x ([#4384](https://github.com/elizaos/eliza/pull/4384))\n- Added support for third-party plugin installation directly from GitHub URLs ([#4568](https://github.com/elizaos/eliza/pull/4568), [#4577](https://github.com/elizaos/eliza/pull/4577))\n- Implemented plugin specification submodule for better standardization ([#4553](https://github.com/elizaos/eliza/pull/4553))\n- Moved several plugins out of the monorepo to standalone repositories ([#4669](https://github.com/elizaos/eliza/pull/4669), [#4511](https://github.com/elizaos/eliza/pull/4511))\n\n### Database and Storage Improvements\n- Enhanced PGLite database management with per-project directories ([#4423](https://github.com/elizaos/eliza/pull/4423), [#4497](https://github.com/elizaos/eliza/pull/4497))\n- Added comprehensive integration tests for database operations ([#4518](https://github.com/elizaos/eliza/pull/4518))\n- Fixed foreign key constraint violations when deleting agents ([#4510](https://github.com/elizaos/eliza/pull/4510))\n- Improved semantic text splitting for better RAG knowledge retrieval ([#4235](https://github.com/elizaos/eliza/pull/4235))\n\n### Authentication and API Enhancements\n- Added authentication middleware and API key dialog for unauthorized access ([#4420](https://github.com/elizaos/eliza/pull/4420))\n- Created new API endpoints for rooms and worlds management ([#4647](https://github.com/elizaos/eliza/pull/4647), [#4667](https://github.com/elizaos/eliza/pull/4667))\n- Optimized agent loading for improved performance with multiple agents ([#4519](https://github.com/elizaos/eliza/pull/4519))\n- Added world selection capability in message API ([#4637](https://github.com/elizaos/eliza/pull/4637))\n\n### Model and Provider Improvements\n- Extended OpenAI plugin to support custom embedding endpoints ([#4421](https://github.com/elizaos/eliza/pull/4421))\n- Added model usage events tracking for embeddings and image descriptions ([#4438](https://github.com/elizaos/eliza/pull/4438))\n- Optimized reply functionality to use small models for faster responses ([#4416](https://github.com/elizaos/eliza/pull/4416))\n- Refactored model handling in AgentRuntime to support provider and priority ([#4507](https://github.com/elizaos/eliza/pull/4507))\n\n### Social Media Integration\n- Implemented Twitter timeline functionality ([#4429](https://github.com/elizaos/eliza/pull/4429))\n- Added comprehensive tutorial for Twitter AI agent setup ([#4425](https://github.com/elizaos/eliza/pull/4425))\n- Fixed issues with Twitter post templates ([#4595](https://github.com/elizaos/eliza/pull/4595))\n- Enhanced Discord plugin with channel ID filtering ([#4665](https://github.com/elizaos/eliza/pull/4665))\n\n### Error Handling and Logging\n- Integrated Sentry logging for core logger errors ([#4650](https://github.com/elizaos/eliza/pull/4650))\n- Fixed JSON parsing issues with nested objects ([#4198](https://github.com/elizaos/eliza/pull/4198))\n- Improved error handling in message processing ([#4508](https://github.com/elizaos/eliza/pull/4508))\n- Enhanced logging with time tracking in tests ([#4621](https://github.com/elizaos/eliza/pull/4621))\n\n### Documentation and Code Quality\n- Added comprehensive docstrings to multiple components ([#4446](https://github.com/elizaos/eliza/pull/4446), [#4469](https://github.com/elizaos/eliza/pull/4469), [#4498](https://github.com/elizaos/eliza/pull/4498))\n- Updated documentation with improved CLI command instructions ([#4448](https://github.com/elizaos/eliza/pull/4448), [#4493](https://github.com/elizaos/eliza/pull/4493))\n- Implemented automated documentation deployment workflow ([#4631](https://github.com/elizaos/eliza/pull/4631))\n- Fixed broken links and improved formatting in documentation ([#4433](https://github.com/elizaos/eliza/pull/4433), [#4597](https://github.com/elizaos/eliza/pull/4597))\n\n## CLOSED ISSUES\n\n### Documentation and Tutorials\n- Fixed broken links and improved tutorial content ([#4260](https://github.com/elizaos/eliza/issues/4260), [#3880](https://github.com/elizaos/eliza/issues/3880))\n- Tested and verified CLI command documentation for accuracy ([#4143](https://github.com/elizaos/eliza/issues/4143))\n- Clarified plugin compatibility with Eliza v2 ([#4164](https://github.com/elizaos/eliza/issues/4164))\n\n### Twitter Integration Issues\n- Resolved media generation and attachment for Twitter posts ([#4241](https://github.com/elizaos/eliza/issues/4241), [#4224](https://github.com/elizaos/eliza/issues/4224))\n- Fixed formatting issues with line breaks in tweets ([#3897](https://github.com/elizaos/eliza/issues/3897))\n- Addressed Twitter space functionality problems ([#4180](https://github.com/elizaos/eliza/issues/4180))\n- Implemented solutions for Twitter interactions and reactions ([#4181](https://github.com/elizaos/eliza/issues/4181))\n\n### Platform Compatibility\n- Resolved Windows build issues ([#4094](https://github.com/elizaos/eliza/issues/4094))\n- Improved remote debugging capabilities for v2 ([#3978](https://github.com/elizaos/eliza/issues/3978))\n- Fixed CLI functionality and error handling ([#4107](https://github.com/elizaos/eliza/issues/4107), [#4159](https://github.com/elizaos/eliza/issues/4159))\n\n### Service Integration\n- Addressed Discord message persistence issues ([#3952](https://github.com/elizaos/eliza/issues/3952))\n- Fixed API key handling for Anthropic integration ([#4049](https"
  },
  "github_extracted_data_monthly_stats_text_2025-05": "{\n  \"interval\": {\n    \"intervalStart\": \"2025-05-01T00:00:00.000Z\",\n    \"intervalEnd\": \"2025-06-01T00:00:00.000Z\",\n    \"intervalType\": \"month\"\n  },\n  \"repository\": \"elizaos/eliza\",\n  \"overview\": \"From 2025-05-01 to 2025-06-01, elizaos/eliza had 250 new PRs (176 merged), 15 new issues, and 66 active contributors.\",\n  \"topIssues\": [\n    {\n      \"id\": \"I_kwDOMT5cIs62Hsv6\",\n      \"title\": \"Cannot find module '@elizaos/core' or its corresponding type declarations.\\\",\",\n      \"author\": \"BinaryBluePeach\",\n      \"number\": 4536,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"**It has 3 problems. When I clicked on Agent, source, and then default character it showed this.**  I would appreciate some help. Thanks!\\n\\n\\\"owner\\\": \\\"typescript\\\",\\n\\t\\\"code\\\": \\\"2307\\\",\\n\\t\\\"severity\\\": 8,\\n\\t\\\"message\\\": \\\"Cannot find module '@elizaos/core' or its corresponding type declarations.\\\",\\n\\t\\\"source\\\": \\\"ts\\\",\\n\\t\\\"startLineNumber\\\": 1,\\n\\t\\\"startColumn\\\": 51,\\n\\t\\\"endLineNumber\\\": 1,\\n\\t\\\"endColumn\\\": 66\\n\\nowner\\\": \\\"typescript\\\",\\n    \\\"severity\\\": 8,\\n    \\\"message\\\": \\\"Cannot find type definition file for 'node'.\\\\n  The file is in the program because:\\\\n    Entry point of type library 'node' specified in compilerOptions\\\",\\n    \\\"source\\\": \\\"ts\\\",\\n    \\\"startLineNumber\\\": 1,\\n    \\\"startColumn\\\": 1,\\n    \\\"endLineNumber\\\": 1,\\n    \\\"endColumn\\\": 2\\n\\n\\n\\\"owner\\\": \\\"typescript\\\",\\n    \\\"severity\\\": 8,\\n    \\\"message\\\": \\\"Cannot find type definition file for 'jest'.\\\\n  The file is in the program because:\\\\n    Entry point of type library 'jest' specified in compilerOptions\\\",\\n    \\\"source\\\": \\\"ts\\\",\\n    \\\"startLineNumber\\\": 1,\\n    \\\"startColumn\\\": 1,\\n    \\\"endLineNumber\\\": 1,\\n    \\\"endColumn\\\": 2\\n\\n![Image](https://github.com/user-attachments/assets/316e0faa-a12b-4881-824d-fff85271232f)\",\n      \"createdAt\": \"2025-05-12T02:42:08Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 6\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs600DmL\",\n      \"title\": \"Error: No handler found for delegate type: TEXT_EMBEDDING with OpenAI\",\n      \"author\": \"Kirstygoodary\",\n      \"number\": 4418,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Having issues in the chat, when writing the message getting this error: \\n\\n```\\nfile:///Users/../.nvm/versions/node/v23.3.0/lib/node_modules/@elizaos/cli/dist/chunk-GFPVHNVN.js:46822\\n      throw new Error(`No handler found for delegate type: ${modelKey}`);\\n            ^\\n```\\n```\\nError: No handler found for delegate type: TEXT_EMBEDDING\\n```\\n\\nI've added the open api key to .env. \\n\\nOn line 45459 in `chunk-GFPVHNVN.js`  - `TEXT_EMBEDDING: \\\"TEXT_EMBEDDING\\\"`,  is being used as the `modelKey` it seems. \\nis this right for `modelType`? \\n\\nAlso tried `rm -rf ~/.eliza` and restarted.\",\n      \"createdAt\": \"2025-05-01T09:48:19Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 5\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs61QKf3\",\n      \"title\": \"pglite log entry unicode escape error\",\n      \"author\": \"plvo\",\n      \"number\": 4457,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"**Describe the bug**\\n\\nWhen attempting to create a log entry with the `useModel:TEXT_LARGE` type, the operation fails due to an `unsupported Unicode escape sequence` error. This results in the log entry not being created, impacting the reliability of our tracking system.\\n\\n**To Reproduce**\\n\\nSteps to reproduce the behavior:\\n\\n1. Trigger a model usage event of type `useModel:TEXT_LARGE`.\\n2. Ensure that the payload contains a string with an invalid Unicode escape (e.g. malformed `\\\\u` sequence).\\n3. Observe the failure to log the event.\\n\\n**Expected behavior**\\n\\nThe log entry should be created successfully, or the input should be sanitized/validated to prevent the escape sequence error.\\n\\n**Screenshots**\\n\\nN/A\\n\\n**Additional context**\\n\\nHere is the error output:\\n\\n```\\n[2025-05-05 21:44:53] ERROR: Failed to create log entry:\\n    type: \\\"useModel:TEXT_LARGE\\\"\\n    roomId: \\\"964d1ca6-29f9-00e0-b2c6-b16caf5bbed7\\\"\\n    entityId: \\\"964d1ca6-29f9-00e0-b2c6-b16caf5bbed7\\\"\\n    error: \\\"unsupported Unicode escape sequence\\\"\\n\\n# ... drizzle error\\n\\n\\nerror: unsupported Unicode escape sequence\\n    at ye.Ve (file:///workspaces/x/agent/node_modules/@electric-sql/pglite/dist/chunk-EADU5A67.js:1:17602)\\n    at ye.nt (file:///workspaces/x/agent/node_modules/@electric-sql/pglite/dist/chunk-EADU5A67.js:1:14988)\\n    at ye.parse (file:///workspaces/x/agent/node_modules/@electric-sql/pglite/dist/chunk-EADU5A67.js:1:13740)\\n    at pe.execProtocol (file:///workspaces/x/agent/node_modules/@electric-sql/pglite/dist/index.js:3:239489)\\n    at process.processTicksAndRejections (node:internal/process/task_queues:105:5)\\n    at async pe.l (file:///workspaces/x/agent/node_modules/@electric-sql/pglite/dist/chunk-A7RFOIQ7.js:8:1911)\\n    at async file:///workspaces/x/agent/node_modules/@electric-sql/pglite/dist/chunk-A7RFOIQ7.js:8:2407 {\\n  length: 250,\\n  severity: 'ERROR',\\n  code: '22P05',\\n  detail: '\\\\\\\\u0000 cannot be converted to text.',\\n  hint: undefined,\\n  position: undefined,\\n  internalPosition: undefined,\\n  internalQuery: undefined,\\n  where: 'JSON data, line 1: ...n environnement virtuel :\\\\\\\\\\\"}}],\\\\\\\\n          \\\\\\\\u0000...\\\\n' +\\n    \\\"unnamed portal parameter $2 = '...'\\\",\\n  schema: undefined,\\n  table: undefined,\\n  column: undefined,\\n  dataType: undefined,\\n  constraint: undefined,\\n  file: 'jsonfuncs.c',\\n  line: '638',\\n  routine: 'json_errsave_error'\\n}\\n\\n\\n```\\n\\nThis seems to be triggered during JSON parsing or serialization, potentially from malformed input data that includes a broken escape like `\\\\u`.\\n\",\n      \"createdAt\": \"2025-05-05T21:51:18Z\",\n      \"closedAt\": \"2025-05-12T08:05:38Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 3\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs61qUx2\",\n      \"title\": \"Agent Hangs After Core Init / REST API Bind (Anthropic + Twitter Config)\",\n      \"author\": \"kunleulysses\",\n      \"number\": 4486,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Environment:\\nOS: Ubuntu 22.04.5 LTS (on VPS)\\nNode.js Version: v23.11.0 (installed via NVM)\\npnpm Version: v9.15.0\\nElizaOS Installation Method: Manual Monorepo Clone (git clone https://github.com/elizaos/eliza.git)\\nElizaOS Version: Checked out to latest tag (Likely v0.25.9 based on agent package version in logs)\\n\\nKey Packages:\\n@elizaos/agent: v0.25.9\\n@elizaos/core: Likely v0.25.9 (based on agent)\\n@elizaos/plugin-twitter: 0.25.6-alpha.1 (or version installed via @latest)\\n@elizaos/plugin-anthropic: 1.0.0-alpha.0 (or version installed via @latest)\\nHardware: VPS with 3GB RAM\\n\\nProblem Description:\\nThe ElizaOS agent process successfully initializes its core components but hangs indefinitely immediately after the Direct Client REST API binds to its port (e.g., 3000). This occurs when configured to use a custom character (flappy.character.json) located in a root characters/ directory, with the goal of using the Anthropic model provider (@elizaos/plugin-anthropic) and the Twitter client (@elizaos/plugin-twitter) with auto-interactions enabled.\\nThe logs show successful character loading, correct plugin identification (@elizaos/plugin-twitter, @elizaos/plugin-anthropic), selection of \\\"anthropic\\\" as the model provider, database connection, and REST API binding. However, the process never proceeds to the expected Twitter client initialization logs (Creating default Twitter client..., Successfully logged in., Start Hanldeling Twitter Timeline, etc.) or any Anthropic-related activity. The process does not crash or exit; it simply stalls.\\n\\nSteps to Reproduce:\\n(Based on troubleshooting sequence followed)\\nClean VPS environment.\\nInstall prerequisites: Node v23.11.0 (via NVM), pnpm v9.15.0, git, build-essential.\\nClone the main eliza monorepo: git clone https://github.com/elizaos/eliza.git && cd eliza.\\nCheck out the latest stable tag: git checkout $(git describe --tags --abbrev=0).\\nCreate and configure ~/eliza/.env with valid Twitter API credentials (Key, Secret, Access Token, Secret) and a valid Anthropic API Key. Ensure ENABLE_TWITTER_POST_GENERATION=true and ENABLE_ACTION_PROCESSING=true. Ensure conflicting AI providers (USE_LOCAL_AI, USE_OLLAMA_TEXT_MODELS, OPENAI_API_KEY, etc.) are explicitly set to false or commented out.\\nCreate a ~/eliza/characters/ directory.\\nCreate ~/eliza/characters/flappy.character.json configured with \\\"clients\\\": [\\\"twitter\\\"], \\\"plugins\\\": [\\\"@elizaos/plugin-twitter\\\", \\\"@elizaos/plugin-anthropic\\\"], \\\"modelProvider\\\": \\\"anthropic\\\", and a specific \\\"model\\\": \\\"claude-3-haiku-20240307\\\". Include Twitter interaction settings under settings.twitter.\\nCreate ~/eliza/characters/flappy.agent.json pointing to the character file.\\nInstall dependencies: pnpm install.\\nEnsure correct plugins are installed and linked to the agent package:\\npnpm remove @elizaos/plugin-local-ai (if present)\\npnpm add @elizaos/plugin-anthropic@latest -F @elizaos/agent\\npnpm add @elizaos/plugin-twitter@latest -F @elizaos/agent\\npnpm install\\nBuild the project: pnpm build.\\nStart the agent: pnpm start --characters=\\\"characters/flappy.character.json\\\".\\n\\nExpected Result:\\nThe agent starts fully, logs confirm Twitter login and timeline handling begins, and subsequent AI tasks utilize the Anthropic API via the loaded plugin. The process remains active and responsive.\\n\\nActual Result:\\nThe agent process hangs indefinitely after the SUCCESS: REST API bound to... log message. No further logs related to Twitter client initialization, AI provider interaction, or timeline handling appear. The process doesn't exit or crash.\\n\\n\\n``` Relevant Logs:\\n\\n[2025-05-08 01:16:54] SUCCESS: REST API bound to 0.0.0.0:3000. If running locally, access it at http://localhost:3000.\\n# <-- HANGS HERE -->\\n\\nLog\\nConfiguration:\\n.env (Relevant Sections):\\n# --- Twitter/X Configuration ---\\nTWITTER_USERNAME=featherweightai\\n# TWITTER_PASSWORD=********* # Masked\\n# TWITTER_EMAIL=********* # Masked\\n# TWITTER_API_KEY=********* # Masked\\n# TWITTER_API_SECRET=********* # Masked\\n# TWITTER_ACCESS_TOKEN=********* # Masked\\n# TWITTER_ACCESS_SECRET=********* # Masked\\nENABLE_TWITTER_POST_GENERATION=true\\nENABLE_ACTION_PROCESSING=true\\n\\n# --- Anthropic Configuration ---\\nANTHROPIC_API_KEY=sk-ant-...#### # <<< IMPORTANT: Make sure this is correct\\n# ANTHROPIC_API_URL=\\n\\n# --- Disabled Providers ---\\nUSE_LOCAL_AI=false\\nUSE_OLLAMA_TEXT_MODELS=false\\n# OPENAI_API_KEY=\\n# GAIA_API_KEY=\\n# ... etc other providers blank/commented ...\\nUse code [with caution](https://support.google.com/legal/answer/13505487).\\nDotenv\\ncharacters/flappy.character.json (Relevant Sections):\\n{\\n  \\\"name\\\": \\\"Flappy\\\",\\n  // ... Bio/Lore/Examples/Style ...\\n  \\\"clients\\\": [\\n    \\\"twitter\\\"\\n  ],\\n  \\\"plugins\\\": [\\n    \\\"@elizaos/plugin-twitter\\\",\\n    \\\"@elizaos/plugin-anthropic\\\"\\n  ],\\n  \\\"modelProvider\\\": \\\"anthropic\\\", // Lowercase\\n  \\\"model\\\": \\\"claude-3-haiku-20240307\\\",\\n  \\\"settings\\\": {\\n    \\\"secrets\\\": {},\\n    \\\"twitter\\\": {\\n      \\\"enable_replies\\\": true,\\n      \\\"enable_timeline_search\\\": false,\\n      \\\"enable_follow_thanks\\\": true,\\n      \\\"enable_auto_retweet\\\": false\\n    }\\n  }\\n  // ...\\n}\\n\\nAdditional Context / Troubleshooting Steps Taken:\\nIssue persists even after regenerating Twitter API keys/tokens and confirming \\\"Read, Write and access Direct Messages\\\" permissions are set correctly in the Twitter Dev Portal (OAuth 1.0a).\\nIssue occurred similarly when trying to configure GAIA via Ollama settings (using plugin-local-ai, modelProvider: \\\"OLLAMA\\\"), hanging at the same point.\\nRemoving both Twitter and AI plugins allowed the agent core to start without hanging (in previous testing phases), suggesting the issue occurs during plugin/client initialization after the core runtime is up.\\nNetwork connectivity to api.anthropic.com was verified via curl from the VPS (connection succeeded, though curl syntax errors prevented full request validation).\\nVPS has 3GB RAM, eliminating the previous RAM constraint issue encountered with local models.\\nExplicitly adding the required plugins (plugin-twitter, plugin-anthropic) as dependencies to the @elizaos/agent package using pnpm add -F @elizaos/agent ... successfully resolved earlier \\\"Cannot find package\\\" errors during plugin loading.\",\n      \"createdAt\": \"2025-05-08T04:30:57Z\",\n      \"closedAt\": \"2025-05-20T09:40:07Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 3\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs608Bnv\",\n      \"title\": \"Job: looking for a developer with Eliza framework experience\",\n      \"author\": \"TheDeveloperTom\",\n      \"number\": 4432,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Really sorry for posting here. If there are developers with eliza framework exp looking for a remote job, please let me know \\n\\nthedevelopertom@gmail.com\",\n      \"createdAt\": \"2025-05-02T09:56:19Z\",\n      \"closedAt\": \"2025-05-11T12:44:36Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 2\n    }\n  ],\n  \"topPRs\": [\n    {\n      \"id\": \"PR_kwDOMT5cIs6VF93K\",\n      \"title\": \"Feat/jimmy project manager\",\n      \"author\": \"samarth30\",\n      \"number\": 4462,\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review and merge. -->\\r\\n\\r\\n# Risks\\r\\n\\r\\n<!--\\r\\nLow, medium, large. List what kind of risks and what could be affected.\\r\\n-->\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\n<!--\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\nImprovements (misc. changes to existing features)\\r\\nFeatures (non-breaking change which adds functionality)\\r\\nUpdates (new versions of included code)\\r\\n-->\\r\\n\\r\\n<!-- This \\\"Why\\\" section is most relevant if there are no linked issues explaining why. If there is a related issue, it might make sense to skip this why section. -->\\r\\n<!--\\r\\n## Why are we doing this? Any context or related work?\\r\\n-->\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\n<!--\\r\\nMy changes do not require a change to the project documentation.\\r\\nMy changes require a change to the project documentation.\\r\\nIf documentation change is needed: I have updated the documentation accordingly.\\r\\n-->\\r\\n\\r\\n<!-- Please show how you tested the PR. This will really help if the PR needs to be retested and probably help the PR get merged quicker. -->\\r\\n\\r\\n# Testing\\r\\n\\r\\n## Where should a reviewer start?\\r\\n\\r\\n## Detailed testing steps\\r\\n\\r\\n<!--\\r\\nNone: Automated tests are acceptable.\\r\\n-->\\r\\n\\r\\n<!--\\r\\n- As [anon/admin], go to [link]\\r\\n  - [do action]\\r\\n  - verify [result]\\r\\n-->\\r\\n\\r\\n<!-- If there is a UI change, please include before and after screenshots or videos. This will speed up PRs being merged. It is extra nice to annotate screenshots with arrows or boxes pointing out the differences. -->\\r\\n<!--\\r\\n## Screenshots\\r\\n### Before\\r\\n### After\\r\\n-->\\r\\n\\r\\n<!-- If there is anything about the deployment, please make a note. -->\\r\\n<!--\\r\\n# Deploy Notes\\r\\n-->\\r\\n\\r\\n<!--  Copy and paste command line output. -->\\r\\n<!--\\r\\n## Database changes\\r\\n-->\\r\\n\\r\\n<!--  Please specify deploy instructions if there is something more than the automated steps. -->\\r\\n<!--\\r\\n## Deployment instructions\\r\\n-->\\r\\n\\r\\n<!-- If you are on Discord, please join https://discord.gg/elizaOS and state your Discord username here for the contributor role and join us in #development-feed -->\\r\\n<!--\\r\\n## Discord username\\r\\n\\r\\n-->\\r\\n\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-05-06T11:47:47Z\",\n      \"mergedAt\": null,\n      \"additions\": 327296,\n      \"deletions\": 4390\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6SicfE\",\n      \"title\": \"Odi v2 plugins ben copy\",\n      \"author\": \"odilitime\",\n      \"number\": 4289,\n      \"body\": \"\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-04-14T19:24:53Z\",\n      \"mergedAt\": null,\n      \"additions\": 82802,\n      \"deletions\": 11011\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6Vgmsl\",\n      \"title\": \"chore: 0.25.19 release\",\n      \"author\": \"odilitime\",\n      \"number\": 4501,\n      \"body\": \"- #3741\\r\\n- #3762\\r\\n- #3748\\r\\n- #3747\\r\\n- #3751\\r\\n- #3749\\r\\n- #3746\\r\\n- #3763\\r\\n- #3764\\r\\n- #3772\\r\\n- #3768\\r\\n- #3769\\r\\n- #3778\\r\\n- #3792\\r\\n- #3788\\r\\n- #3793\\r\\n- #3796\\r\\n- #3422\\r\\n- #3458\\r\\n- #3658\\r\\n- #3583\\r\\n- #3790\\r\\n- #3329\\r\\n- #2876\\r\\n- #3809\\r\\n- #3906\\r\\n- #3944\\r\\n- #3900\\r\\n- #3881\\r\\n- #3958\\r\\n- #3970\\r\\n- #3968\\r\\n- #3959\\r\\n- #3984\\r\\n- #3987\\r\\n- #4116\\r\\n- #4064\\r\\n- #4038\\r\\n- #4030\\r\\n- #3927\\r\\n- #3938\\r\\n- #4029\\r\\n- #4136\\r\\n- #4148\\r\\n- #4313\\r\\n- #4312\\r\\n- #4321\\r\\n- #4322\\r\\n- #4334\\r\\n- #4377\\r\\n- #4433\\r\\n- #4460\\r\\n- #4195\\r\\n- #4470\\r\\n- #4198\\r\\n- #4235\\r\\n- #4384\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-05-09T00:15:56Z\",\n      \"mergedAt\": \"2025-05-09T00:50:58Z\",\n      \"additions\": 57742,\n      \"deletions\": 24516\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6VXVTL\",\n      \"title\": \"docs: add indonesian readme\",\n      \"author\": \"K1mc4n\",\n      \"number\": 4485,\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review and merge. -->\\r\\n\\r\\n# Risks\\r\\n\\r\\n<!--\\r\\nLow, medium, large. List what kind of risks and what could be affected.\\r\\n-->\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\n<!--\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\nImprovements (misc. changes to existing features)\\r\\nFeatures (non-breaking change which adds functionality)\\r\\nUpdates (new versions of included code)\\r\\n-->\\r\\n\\r\\n<!-- This \\\"Why\\\" section is most relevant if there are no linked issues explaining why. If there is a related issue, it might make sense to skip this why section. -->\\r\\n<!--\\r\\n## Why are we doing this? Any context or related work?\\r\\n-->\\r\\n\\r\\n# Documentation changes needed?\\r\\n\\r\\n<!--\\r\\nMy changes do not require a change to the project documentation.\\r\\nMy changes require a change to the project documentation.\\r\\nIf documentation change is needed: I have updated the documentation accordingly.\\r\\n-->\\r\\n\\r\\n<!-- Please show how you tested the PR. This will really help if the PR needs to be retested and probably help the PR get merged quicker. -->\\r\\n\\r\\n# Testing\\r\\n\\r\\n## Where should a reviewer start?\\r\\n\\r\\n## Detailed testing steps\\r\\n\\r\\n<!--\\r\\nNone: Automated tests are acceptable.\\r\\n-->\\r\\n\\r\\n<!--\\r\\n- As [anon/admin], go to [link]\\r\\n  - [do action]\\r\\n  - verify [result]\\r\\n-->\\r\\n\\r\\n<!-- If there is a UI change, please include before and after screenshots or videos. This will speed up PRs being merged. It is extra nice to annotate screenshots with arrows or boxes pointing out the differences. -->\\r\\n<!--\\r\\n## Screenshots\\r\\n### Before\\r\\n### After\\r\\n-->\\r\\n\\r\\n<!-- If there is anything about the deployment, please make a note. -->\\r\\n<!--\\r\\n# Deploy Notes\\r\\n-->\\r\\n\\r\\n<!--  Copy and paste command line output. -->\\r\\n<!--\\r\\n## Database changes\\r\\n-->\\r\\n\\r\\n<!--  Please specify deploy instructions if there is something more than the automated steps. -->\\r\\n<!--\\r\\n## Deployment instructions\\r\\n-->\\r\\n\\r\\n<!-- If you are on Discord, please join https://discord.gg/elizaOS and state your Discord username here for the contributor role and join us in #development-feed -->\\r\\n<!--\\r\\n## Discord username\\r\\n\\r\\n-->\\r\\n\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-05-08T03:07:33Z\",\n      \"mergedAt\": null,\n      \"additions\": 57438,\n      \"deletions\": 24287\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6V5ow8\",\n      \"title\": \"Feat/add mysql to degen\",\n      \"author\": \"0xbbjoker\",\n      \"number\": 4554,\n      \"body\": \"\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-05-12T21:06:49Z\",\n      \"mergedAt\": null,\n      \"additions\": 43476,\n      \"deletions\": 31880\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 99282,\n    \"deletions\": 63296,\n    \"files\": 870,\n    \"commitCount\": 988\n  },\n  \"completedItems\": [\n    {\n      \"title\": \"Semantic splitText\",\n      \"prNumber\": 4235,\n      \"type\": \"other\",\n      \"body\": \"\\r\\n# Relates to\\r\\n\\r\\nImproving RAG knowledge retrieval quality\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow - Changes how text is chunked for embeddings but maintains size constraints with small flexibility.\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nReplaces charac\"\n    },\n    {\n      \"title\": \"fix json parse problem with nested objects\",\n      \"prNumber\": 4198,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\n[Issue 3779](https://github.com/elizaOS/eliza/issues/3779)\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow.  The change modifies a regular expression used for JSON normalization.  The primary risk is that the updated regex could inadvertently fail to nor\"\n    },\n    {\n      \"title\": \"chore: make cleanup script compatible across platforms\",\n      \"prNumber\": 4195,\n      \"type\": \"refactor\",\n      \"body\": \"## What does this PR do?\\r\\n\\r\\nHey!  \\r\\n\\r\\nI noticed the cleanup script was using `-print0 | xargs -0`, which doesn't work out of the box on macOS due to differences in `find`. I’ve replaced that part with a more portable `-exec rm -rf {} +` ver\"\n    },\n    {\n      \"title\": \"feat: Prepare 0.x for sharing plugins with 1.x\",\n      \"prNumber\": 4384,\n      \"type\": \"feature\",\n      \"body\": \"# Still waiting on\\r\\n- integrating core-plugin-v1 conversion\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nHandles new plugin repo format \\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nImprovements (misc. changes to existing featu\"\n    },\n    {\n      \"title\": \"add: Autofun Buy, and Sell through contract\",\n      \"prNumber\": 4397,\n      \"type\": \"other\",\n      \"body\": \"add: Autofun Buy, and Sell through contract\"\n    },\n    {\n      \"title\": \"chore: remove plugin-browser from monorepo\",\n      \"prNumber\": 4406,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Removed the entire `plugin-browser` package, including all source code, configuration files, documentation, and tests. \"\n    },\n    {\n      \"title\": \"Chore/remove plugin storage s3\",\n      \"prNumber\": 4402,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Removed the S3 storage plugin package, including all associated source files, configuration files, documentation, and t\"\n    },\n    {\n      \"title\": \"Eli2 268/refactor and enhance elizaos publish cli command\",\n      \"prNumber\": 4424,\n      \"type\": \"refactor\",\n      \"body\": \"# Refactor & Enhance ElizaOS Publishing Workflow\\r\\n\\r\\n## TL;DR\\r\\n- Unified publishing pipeline for **plugins _and_ projects**\\r\\n- Correct tags/topics everywhere\\r\\n- Cleaner branch names (`plugin-name`, `project-name`)\\r\\n- Standard `0.1.0` startin\"\n    },\n    {\n      \"title\": \"feat: use unique pglite folder if not provided\",\n      \"prNumber\": 4423,\n      \"type\": \"feature\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n\\t- Database directories are now created and managed on a per-project basis, improving isolation and organization.\\n- *\"\n    },\n    {\n      \"title\": \"chore: remove hackish solution for cp migrations\",\n      \"prNumber\": 4422,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Removed bundled database migration files and related scripts from the CLI package.\\n  - Updated the CLI package configur\"\n    },\n    {\n      \"title\": \"feat: extend openai plugin to support custom embedding endpoint\",\n      \"prNumber\": 4421,\n      \"type\": \"feature\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n\\t- Added support for a new environment variable to specify a separate endpoint for embedding requests, allowing users\"\n    },\n    {\n      \"title\": \"feat: add auth middleware + api key dialog if unauth\",\n      \"prNumber\": 4420,\n      \"type\": \"feature\",\n      \"body\": \"### PR Summary: API Key Authentication and Connection Management Enhancements\\r\\n\\r\\nThis pull request introduces a range of improvements to the Eliza project aimed at enhancing API key authentication and connection management for both the serv\"\n    },\n    {\n      \"title\": \"fix: remove forced bootstrap plugin add\",\n      \"prNumber\": 4417,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR removes the forced adding of the bootstrap plugin to projects through the CLI. Projects *can* use the bootstrap plugin, but it isn't forced on them. Makes simple agents much easier.\"\n    },\n    {\n      \"title\": \"feat: Reply uses small model\",\n      \"prNumber\": 4416,\n      \"type\": \"feature\",\n      \"body\": \"Currently reply is using large model but replies end up being very slow. Small model is appropriate for most functionality.\"\n    },\n    {\n      \"title\": \"fix: make plugin.routes work\",\n      \"prNumber\": 4415,\n      \"type\": \"bugfix\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nMakes a plugin's routes available in /api/agents/AGENT_UUID_OR_NAME/plugins/PLUGIN_NAME/ROUTE_FROM_PLUGIN\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nUpdates (new versions of included \"\n    },\n    {\n      \"title\": \"fix: Don't make unneeded express object\",\n      \"prNumber\": 4414,\n      \"type\": \"bugfix\",\n      \"body\": \"it's made in initializeServer\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nSmall fix I saw\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nbetween:\\r\\nBug fixes (non-breaking change which fixes an issue)\\r\\nImprovements (misc. changes\"\n    },\n    {\n      \"title\": \"fix: bm25 and update dependencies\",\n      \"prNumber\": 4411,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR is a two-fer\\r\\n\\r\\n- Updates dependencies for react, etc\\r\\n- Fixes an issue with bm25 where it wont import and run the worker.js worker -- basically just removed the worker since its not very performance sensitive in the way we're using\"\n    },\n    {\n      \"title\": \"chore: remove plugin-local-ai from monorepo\",\n      \"prNumber\": 4439,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"feat(plugin-openai): Emit model usage events for embeddings and image description\",\n      \"prNumber\": 4438,\n      \"type\": \"feature\",\n      \"body\": \"# Relates to\\n\\nImprove credit usage tracking in OpenAI plugin\\n\\n# Risks\\n\\nLow. This PR adds model usage tracking for previously untracked models but doesn't modify existing functionality.\\n\\n# Background\\n\\n## What does this PR do?\\n\\nThis PR adds M\"\n    },\n    {\n      \"title\": \"chore: remove plugin-ollama from monorepo\",\n      \"prNumber\": 4437,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n\\t- Removed the Ollama plugin package, including all related files, documentation, configuration, and build scripts. The plu\"\n    },\n    {\n      \"title\": \"chore: remove plugin-groq from monorepo\",\n      \"prNumber\": 4436,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Removed the Groq plugin package, including all related configuration, documentation, build, and test files.\\n- **Documen\"\n    },\n    {\n      \"title\": \"Eli2 272/cli fix incorrect version detection to show correct latest cli version\",\n      \"prNumber\": 4435,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\r\\nWhen using CLI it is saying to update to 1.0.0.alpha as most recent which isnt correct.\\r\\n\\r\\n## Underlying Cause\\r\\nTwo critical issues affecting the CLI's update mechanism:\\r\\n\\r\\n1. The package manager incorrectly adds 'plugin-' prefi\"\n    },\n    {\n      \"title\": \"chore: remove plugin-venice from monorepo\",\n      \"prNumber\": 4434,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n\\t- Removed the Venice AI plugin and all related files, including documentation, configuration, tests, and build scripts, fr\"\n    },\n    {\n      \"title\": \"fix: update broken image path in Thai README\",\n      \"prNumber\": 4433,\n      \"type\": \"bugfix\",\n      \"body\": \"The original image path was broken due to an unnecessary leading ./docs/ prefix, which doesn't match the file structure when the site is rendered or deployed. Updating the path ensures the Eliza banner is displayed correctly in the document\"\n    },\n    {\n      \"title\": \"fix: small template fix\",\n      \"prNumber\": 4431,\n      \"type\": \"bugfix\",\n      \"body\": \"Added character bio and postDirections to the quote/reply template prompt\"\n    },\n    {\n      \"title\": \"fix: [plugin-twitter] small clean up\",\n      \"prNumber\": 4430,\n      \"type\": \"bugfix\",\n      \"body\": \"removed unused code\"\n    },\n    {\n      \"title\": \"feat: twitter timeline\",\n      \"prNumber\": 4429,\n      \"type\": \"feature\",\n      \"body\": \"Related: https://github.com/elizaOS/eliza/issues/4405\\r\\n\\r\\nThis PR introduces a new timeline.ts module to handle bot interactions with the Twitter timeline.\\r\\n\\r\\nThe timeline interaction is now optional. To enable it, configure the following en\"\n    },\n    {\n      \"title\": \"chore: remove plugin-redpill from monorepo\",\n      \"prNumber\": 4428,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"chore: remove plugin-anthropic from monorepo\",\n      \"prNumber\": 4427,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Removed the Anthropic plugin package and all related files, including documentation, configuration, tests, and source c\"\n    },\n    {\n      \"title\": \"add blog for twitter agent setup\",\n      \"prNumber\": 4425,\n      \"type\": \"feature\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Documentation**\\n  - Added a comprehensive tutorial guiding users through setting up, customizing, and deploying a Twitter AI agent u\"\n    },\n    {\n      \"title\": \"docs: fix title spacing\",\n      \"prNumber\": 4443,\n      \"type\": \"bugfix\",\n      \"body\": \"## Fix Documentation Title Spacing\\r\\n\\r\\n`eliza is apowerful AI agent framework for autonomy & personality` ---> `eliza is a powerful AI agent framework for autonomy & personality`\\r\\n\"\n    },\n    {\n      \"title\": \"Fix ESM type generation in packages: SQL, Boostrap & OpenAI\",\n      \"prNumber\": 4442,\n      \"type\": \"bugfix\",\n      \"body\": \"👉 This is a follow up to https://github.com/elizaOS/eliza/pull/4341\\r\\n\\r\\n# Relates to\\r\\n\\r\\nTypeScript type resolution issues in `@elizaos/plugin-sql`, `@elizaos/plugin-boostrapl` & `@elizaos/plugin-openai` packages\\r\\n\\r\\nFixes: https://github.com\"\n    },\n    {\n      \"title\": \"chore: update cli command docs\",\n      \"prNumber\": 4448,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Documentation**\\n  - Updated and expanded documentation for several CLI commands, including `dev`, `publish`, `test`, and `update`, p\"\n    },\n    {\n      \"title\": \"chore: organise imports and use relative paths\",\n      \"prNumber\": 4447,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Refactor**\\n  - Consolidated and reorganized import statements across multiple CLI files for improved clarity and maintainability.\\n  \"\n    },\n    {\n      \"title\": \"📝 Add docstrings to `refactor-env`\",\n      \"prNumber\": 4446,\n      \"type\": \"feature\",\n      \"body\": \"Docstrings generation was requested by @wtfsayo.\\n\\n* https://github.com/elizaOS/eliza/pull/4445#issuecomment-2849042039\\n\\nThe following files were modified:\\n\\n* `packages/cli/src/commands/env.ts`\\n* `packages/cli/src/utils/config-manager.ts`\\n* \"\n    },\n    {\n      \"title\": \"chore: refactor env getting\",\n      \"prNumber\": 4445,\n      \"type\": \"refactor\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Introduced a unified environment information system, providing detailed system, CLI, and package manager details t\"\n    },\n    {\n      \"title\": \"fix(pglite): JSON serialization to handle invalid Unicode escape sequences when log\",\n      \"prNumber\": 4458,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\nIssue #42: Unicode escape sequence error when creating log entries with TEXT_LARGE model type\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. This fix handles malformed Unicode escape sequences in JSON data to prevent database errors. No impact on exist\"\n    },\n    {\n      \"title\": \"fix: plugin install cmd plugins & start\",\n      \"prNumber\": 4456,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n\\t- Improved plugin installation and loading by automatically determining the correct install tag (alpha, beta, or sta\"\n    },\n    {\n      \"title\": \"fix(hot): version install issues\",\n      \"prNumber\": 4454,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: discord service unregister timeout\",\n      \"prNumber\": 4450,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\nIssue with timeouts during Discord agent unregistration\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. This fix properly handles timeout cancellation when stopping the Discord service, which prevents errors when deleting an agent.\\r\\n\\r\\n# Background\\r\\n\\r\\n##\"\n    },\n    {\n      \"title\": \"fix client scroll bars\",\n      \"prNumber\": 4465,\n      \"type\": \"bugfix\",\n      \"body\": \"Scrollbars were doubled up in task list, also if hover side bar would get scroll weirdly, the main page also had a global scroll bloat.\\r\\n\\r\\nNow it is much cleaner and fullscreen no scrolls.\"\n    },\n    {\n      \"title\": \"add elizadb to .gitignore\",\n      \"prNumber\": 4464,\n      \"type\": \"feature\",\n      \"body\": \"I had like 1000+ files in git added when ran migration script.\\r\\n\\r\\n`elizaDb` in camelcase is not correct, it's `elizadb`\"\n    },\n    {\n      \"title\": \"fix bunx / npx detection\",\n      \"prNumber\": 4463,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"docs: Update broken Eliza documentation links\",\n      \"prNumber\": 4460,\n      \"type\": \"docs\",\n      \"body\": \"replaced old ai16z.github.io/eliza/ link with docs.eliza.how/ — old one was 404. updated in tutorial and resources.\"\n    },\n    {\n      \"title\": \"chore: remove StudioLM support, focus on llama.cpp\",\n      \"prNumber\": 4459,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **Documentation**\\n  - Updated documentation to focus on local AI model configuration, replacing StudioLM-specific instructions with det\"\n    },\n    {\n      \"title\": \"Delete all memories API and client hooks.\",\n      \"prNumber\": 4467,\n      \"type\": \"other\",\n      \"body\": \"Adds API and client React hooks to wipe all memories in single request.\\r\\nThis is for: \\\"clear chat\\\" button feature.\\r\\nNot sure where to put button in UI... tough to decide.\"\n    },\n    {\n      \"title\": \"fix type errors in CLI, fs.exists is deprecated\",\n      \"prNumber\": 4482,\n      \"type\": \"bugfix\",\n      \"body\": \"```bash\\r\\nVersion: 1.0.0-beta.48\\r\\n[2025-05-07 22:26:45] WARN: Error loading configuration: TypeError: fs4.exists is not a function\\r\\n[2025-05-07 22:26:45] INFO: First time setup. Let's configure your Eliza agent.\\r\\n[2025-05-07 22:26:45] ERROR:\"\n    },\n    {\n      \"title\": \"chore: remove plugin-elevenlabs ai from monorepo\",\n      \"prNumber\": 4480,\n      \"type\": \"other\",\n      \"body\": \"<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n- **Chores**\\r\\n\\t- Removed the ElevenLabs plugin package and all its associated files, including configuration, build scripts, license, \"\n    },\n    {\n      \"title\": \"chore: cleaner load-plugin code\",\n      \"prNumber\": 4478,\n      \"type\": \"refactor\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Refactor**\\n  - Improved plugin module loading for greater reliability and flexibility, with enhanced error handling and logging.\\n  -\"\n    },\n    {\n      \"title\": \"fix: roll back plugin loading code\",\n      \"prNumber\": 4477,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"Revert \\\"Fix ESM type declarations in Core\\\"\",\n      \"prNumber\": 4475,\n      \"type\": \"bugfix\",\n      \"body\": \"Reverts elizaOS/eliza#4341\"\n    },\n    {\n      \"title\": \"chore(update-docs): make sure bun is installed\",\n      \"prNumber\": 4474,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Documentation**\\n  - Updated installation instructions to include Bun as an officially supported method for installing the CLI tool.\\n\"\n    },\n    {\n      \"title\": \"Revert \\\"Fix ESM type generation in packages: SQL, Boostrap & OpenAI\\\"\",\n      \"prNumber\": 4473,\n      \"type\": \"bugfix\",\n      \"body\": \"Reverts elizaOS/eliza#4442\"\n    },\n    {\n      \"title\": \"Feat/jimmy pm agent\",\n      \"prNumber\": 4471,\n      \"type\": \"feature\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\nJimmy the project manager\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled o\"\n    },\n    {\n      \"title\": \"Fix typos and improve dependencies management\",\n      \"prNumber\": 4470,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR includes several fixes and improvements:\\r\\n\\r\\n- Fix typo in \\\"safety\\\" word in changelog entries\\r\\n- Fix spelling of \\\"dependencies\\\" word\\r\\n- Fix \\\"Skipping\\\" word spelling\\r\\n- Remove duplicate changelog entries\\r\\n\\r\\nThe changes ensure consiste\"\n    },\n    {\n      \"title\": \"📝 Add docstrings to `monorepo-resolve`\",\n      \"prNumber\": 4469,\n      \"type\": \"feature\",\n      \"body\": \"Docstrings generation was requested by @wtfsayo.\\n\\n* https://github.com/elizaOS/eliza/pull/4468#issuecomment-2857150910\\n\\nThe following files were modified:\\n\\n* `packages/cli/src/commands/dev.ts`\\n* `packages/cli/src/utils/build-project.ts`\\n\\n<d\"\n    },\n    {\n      \"title\": \"chore: use existing utils for monorepo resolution\",\n      \"prNumber\": 4468,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Refactor**\\n  - Improved monorepo environment detection by centralizing logic and switching to asynchronous operations.\\n  - Streamlin\"\n    },\n    {\n      \"title\": \"Use real drizzle ORM for DB base operation types.\",\n      \"prNumber\": 4500,\n      \"type\": \"other\",\n      \"body\": \"On my journey to fix tests I noticed:\\r\\n\\r\\n```bash\\r\\n@elizaos/plugin-sql:test:    × deleteAgent > should delete an agent and all related data 5ms\\r\\n@elizaos/plugin-sql:test:      → tx.select(...).from(...).where(...).limit is not a function\\r\\n``\"\n    },\n    {\n      \"title\": \"📝 Add docstrings to `fix-pglite-dir`\",\n      \"prNumber\": 4498,\n      \"type\": \"feature\",\n      \"body\": \"Docstrings generation was requested by @wtfsayo.\\n\\n* https://github.com/elizaOS/eliza/pull/4497#issuecomment-2863124160\\n\\nThe following files were modified:\\n\\n* `packages/plugin-sql/src/migrate.ts`\\n\\n<details>\\n<summary>ℹ️ Note</summary><blockqu\"\n    },\n    {\n      \"title\": \"chore: fix pglite dir\",\n      \"prNumber\": 4497,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - The data directory for the PGlite database can now be configured using an environment variable. If not set, a pro\"\n    },\n    {\n      \"title\": \"fix: tts manager and transcribe\",\n      \"prNumber\": 4496,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Documentation**\\n  - Updated the README to include detailed instructions for installing FFmpeg, required for audio transcription acro\"\n    },\n    {\n      \"title\": \"chore: fix runtime type\",\n      \"prNumber\": 4495,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Refactor**\\n\\t- Improved internal handling and validation of agent identifiers to enhance reliability when accessing agent runtimes. N\"\n    },\n    {\n      \"title\": \"📝 Add docstrings to `combined-ELI2-279-ELI2-280/fix-publish-cli-options-platform-and-skip-registry`\",\n      \"prNumber\": 4494,\n      \"type\": \"feature\",\n      \"body\": \"Docstrings generation was requested by @wtfsayo.\\n\\n* https://github.com/elizaOS/eliza/pull/4492#issuecomment-2862285854\\n\\nThe following files were modified:\\n\\n* `packages/cli/src/utils/publisher.ts`\\n\\n<details>\\n<summary>ℹ️ Note</summary><blockq\"\n    },\n    {\n      \"title\": \"docs: update docs to prefer direct usage instead of npx\",\n      \"prNumber\": 4493,\n      \"type\": \"docs\",\n      \"body\": \"@coderabbitai review\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Documentation**\\n  - Updated all CLI usage examples and instructions to use the simplified command format (`eliza\"\n    },\n    {\n      \"title\": \"Combined eli2 279 eli2 280/fix publish cli options platform and skip registry\",\n      \"prNumber\": 4492,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR addresses two issues with the ElizaOS CLI publish options:\\r\\n\\r\\n## 1. Platform Option Removal\\r\\n\\r\\n- Removed `-px, --platform` option from the publish command\\r\\n- Set 'node' as the default platform for all packages (via `packageJson.plat\"\n    },\n    {\n      \"title\": \"Eli2 277/fix missing gitignore in plugins created with global cli installation\",\n      \"prNumber\": 4489,\n      \"type\": \"bugfix\",\n      \"body\": \"**Problem**\\r\\n\\r\\nWhen creating plugins or projects using the globally installed ElizaOS CLI, the generated directories were missing .gitignore and .npmignore files. This happened because npm strips these special files during the package publi\"\n    },\n    {\n      \"title\": \"Create README_IND.md\",\n      \"prNumber\": 4488,\n      \"type\": \"other\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \"\n    },\n    {\n      \"title\": \"Update README.md\",\n      \"prNumber\": 4483,\n      \"type\": \"other\",\n      \"body\": \"for test\\r\\n\\r\\n<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the f\"\n    },\n    {\n      \"title\": \"chore: remove plugin-solana from monorepo\",\n      \"prNumber\": 4513,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"chore: remove plugin-openai from monorepo\",\n      \"prNumber\": 4511,\n      \"type\": \"other\",\n      \"body\": \"\\r\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n- **Chores**\\r\\n\\t- Removed the OpenAI plugin and all related files, documentation, and configuration from the project.\\r\\n\\t- Deleted ref\"\n    },\n    {\n      \"title\": \"fix: delete agents that have been in room\",\n      \"prNumber\": 4510,\n      \"type\": \"bugfix\",\n      \"body\": \"## PR Summary: Fix Foreign Key Constraint Violation on Agent Deletion\\r\\n\\r\\n[Linear](https://linear.app/eliza-labs/issue/ELIZA-271/if-agent-has-been-in-a-room-it-cant-be-deleted)\\r\\n\\r\\n**Problem:**\\r\\nAttempting to delete an agent resulted in a dat\"\n    },\n    {\n      \"title\": \"ELIZA290/part-1-global-options-create-and-setup-monorepo-commands\",\n      \"prNumber\": 4509,\n      \"type\": \"other\",\n      \"body\": \"This PR addresses several issues with the ElizaOS CLI to improve user experience and align functionality with documentation. It is part of a multi-pr (probably 3 prs or so more) effort to get the cli comprehensively tested (ELIZA-290) so we\"\n    },\n    {\n      \"title\": \"Enhance message handling and text escaping by adding null checks. \",\n      \"prNumber\": 4508,\n      \"type\": \"other\",\n      \"body\": \"Enhance message handling and text escaping by adding null checks. \\r\\nUpdated MessageManager to handle empty messages and modified utility functions to return empty strings for null inputs, ensuring robustness in message processing.\"\n    },\n    {\n      \"title\": \"[enhancement] Refactor model handling in AgentRuntime to support provider and priority\",\n      \"prNumber\": 4507,\n      \"type\": \"refactor\",\n      \"body\": \"Refactor model handling in AgentRuntime to support provider and priority. \\r\\nUpdated ModelHandler type to include provider and optional priority for better model selection. \\r\\nEnhanced registerModel and getModel methods to utilize these new f\"\n    },\n    {\n      \"title\": \"V2 fixed twitter\",\n      \"prNumber\": 4506,\n      \"type\": \"bugfix\",\n      \"body\": \"Refactor Twitter plugin code for improved error handling and code clarity. \\r\\nUpdated maxRetries to be configurable via environment variable, added source property to Twitter interaction messages, and enforced text validation in tweet creati\"\n    },\n    {\n      \"title\": \"strict types, generate DTS, plugin-bootstrap\",\n      \"prNumber\": 4504,\n      \"type\": \"other\",\n      \"body\": \"We cannot write stable code in Typescript, if do not generate types, and respect strict mode.\\r\\n\\r\\nThis PR fixes all red errors in plugin-bootstrap and generates a index.d.ts.\\r\\n\\r\\nI don't see any sensible way to develop without moving to stric\"\n    },\n    {\n      \"title\": \"chore(deps): bump the npm_and_yarn group across 2 directories with 8 updates\",\n      \"prNumber\": 4502,\n      \"type\": \"other\",\n      \"body\": \"Bumps the npm_and_yarn group with 7 updates in the / directory:\\n\\n| Package | From | To |\\n| --- | --- | --- |\\n| [@babel/helpers](https://github.com/babel/babel/tree/HEAD/packages/babel-helpers) | `7.26.0` | `7.27.1` |\\n| [@babel/runtime-corej\"\n    },\n    {\n      \"title\": \"chore: 0.25.19 release\",\n      \"prNumber\": 4501,\n      \"type\": \"other\",\n      \"body\": \"- #3741\\r\\n- #3762\\r\\n- #3748\\r\\n- #3747\\r\\n- #3751\\r\\n- #3749\\r\\n- #3746\\r\\n- #3763\\r\\n- #3764\\r\\n- #3772\\r\\n- #3768\\r\\n- #3769\\r\\n- #3778\\r\\n- #3792\\r\\n- #3788\\r\\n- #3793\\r\\n- #3796\\r\\n- #3422\\r\\n- #3458\\r\\n- #3658\\r\\n- #3583\\r\\n- #3790\\r\\n- #3329\\r\\n- #2876\\r\\n- #3809\\r\\n- #3906\\r\\n- #394\"\n    },\n    {\n      \"title\": \"chore: clean eliza cache before running ci\",\n      \"prNumber\": 4523,\n      \"type\": \"refactor\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Improved reliability of CLI test workflow by clearing cached data before running tests.\\n\\n<!-- end of auto-generated com\"\n    },\n    {\n      \"title\": \"chore: use right and latest bun versions\",\n      \"prNumber\": 4522,\n      \"type\": \"tests\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Updated the Bun runtime version to ^1.2.13 across relevant configuration files to allow for minor and patch updates.\\n\\n<\"\n    },\n    {\n      \"title\": \"📝 Add docstrings to `api-cleanup`\",\n      \"prNumber\": 4521,\n      \"type\": \"feature\",\n      \"body\": \"Docstrings generation was requested by @wtfsayo.\\n\\n* https://github.com/elizaOS/eliza/pull/4519#issuecomment-2869040797\\n\\nThe following files were modified:\\n\\n* `packages/cli/src/server/api/agent.ts`\\n* `packages/client/src/components/app-sideb\"\n    },\n    {\n      \"title\": \"docs: remove redundant word in solana-v2.md\",\n      \"prNumber\": 4520,\n      \"type\": \"docs\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \"\n    },\n    {\n      \"title\": \"feat: faster agent load when many agents\",\n      \"prNumber\": 4519,\n      \"type\": \"feature\",\n      \"body\": \"Fixes issue with agents api being slow when multiple agents!\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Added enhanced agent data fetching with the ability to\"\n    },\n    {\n      \"title\": \"feat: add integration tests\",\n      \"prNumber\": 4518,\n      \"type\": \"feature\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Added comprehensive integration tests for all major database operations, including agents, cache, components, emb\"\n    },\n    {\n      \"title\": \"Shaw bugfixes\",\n      \"prNumber\": 4515,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR fixes some bugs. Leaving it on draft since it is complete and will need to be separated out.\"\n    },\n    {\n      \"title\": \"fix: pglite migrations again\",\n      \"prNumber\": 4532,\n      \"type\": \"bugfix\",\n      \"body\": \"fixes pglite migration paths\"\n    },\n    {\n      \"title\": \"fix: remove migrations\",\n      \"prNumber\": 4531,\n      \"type\": \"bugfix\",\n      \"body\": \"remove migrations; they are auto-generated and handled at code level\"\n    },\n    {\n      \"title\": \"Disable loading instrumentation if not enabled.\",\n      \"prNumber\": 4530,\n      \"type\": \"other\",\n      \"body\": \"This removes annoying instrumentation logs in startup.\\r\\n\\r\\n`@elizaos/the-org:dev: [2025-05-11 19:24:33] WARN: [getTracer] Service instrumentation not found in runtime.`\\r\\n\\r\\nNow it doesn't try and load the runtime, unless `process.env.INSTRUME\"\n    },\n    {\n      \"title\": \"Enforce Typescript on /cli and  /plugin-sql, fix missing DB functions.\",\n      \"prNumber\": 4529,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR:\\r\\n\\r\\n- Turns on `dts: true` in both CLI and plugin-sql packages.\\r\\n\\r\\n- This exposed missing: `connection` which was being used in tests but didn't actually exist.\\r\\n\\r\\n- Implemented `getConnection()` for realsies in DB adapters to satis\"\n    },\n    {\n      \"title\": \"remove broken release link in changelog\",\n      \"prNumber\": 4527,\n      \"type\": \"other\",\n      \"body\": \"Found a broken link to v0.25.6-alpha.1 release in docs/docs/changelog.md.\\r\\nReplaced the markdown link with plain text to avoid 404.\\r\\nFeel free to suggest a working link if available — happy to update!\\r\\n\"\n    },\n    {\n      \"title\": \"chore: use newer bun setup\",\n      \"prNumber\": 4526,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"chore: Cleanup the-org ENV and Agent loading.\",\n      \"prNumber\": 4524,\n      \"type\": \"refactor\",\n      \"body\": \"Some cleanups I did while QAing Jimmy PM agent.\\r\\n\\r\\nRewrites the `hasRequiredEnvVars` and Org agent loading process to be much simpler to read and fixes hard coded 6 count of agents.\\r\\n\\r\\nDoes same thing in 50% less code, we do not need to be \"\n    },\n    {\n      \"title\": \"feat: plugin-specification submodule\",\n      \"prNumber\": 4553,\n      \"type\": \"feature\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nInclude the repo (via submodule) for plugin specification\\r\\nAlso removes hapi from autodoc\\r\\n\\r\\n## What kind of change is this?\\r\\n\\r\\nImprovements (misc. changes to existing features)\\r\"\n    },\n    {\n      \"title\": \"fix: build for plugin discord & service mess after merge conf\",\n      \"prNumber\": 4552,\n      \"type\": \"bugfix\",\n      \"body\": \"<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n- **Bug Fixes**\\r\\n  - Fixed critical issue within the `service.ts` (several methods missing after improper merge conflicts resolution) \"\n    },\n    {\n      \"title\": \"Remove REST /ping for websocket status checks in client.\",\n      \"prNumber\": 4551,\n      \"type\": \"other\",\n      \"body\": \"The /pings were kinda annoying log spam and were not perfectly realtime, like a 5 second lag on connect / reconnect.\\r\\nWe also didn't even have a proper /ping route, it was 404 and falling back to middleware btw.\\r\\n\\r\\nThis PR changes client fr\"\n    },\n    {\n      \"title\": \"chore: consistent env naming for project manager agent\",\n      \"prNumber\": 4549,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Activated support for the Anthropic plugin in the project manager character.\\n- **Chores**\\n  - Updated the environ\"\n    },\n    {\n      \"title\": \"fix: agent response + better logging/tracing in bootstrap plugin\",\n      \"prNumber\": 4548,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Bug Fixes**\\n  - Improved handling of undefined or missing properties in entity and room details to prevent potential errors and ensu\"\n    },\n    {\n      \"title\": \"fix: bad env resolution\",\n      \"prNumber\": 4547,\n      \"type\": \"bugfix\",\n      \"body\": \"fixes regression from merging bad PRs; env resolution is already handled by 'start.ts` in cli package\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Removed environmen\"\n    },\n    {\n      \"title\": \"minor fix: remove banner display + have -h, --help show on same line\",\n      \"prNumber\": 4546,\n      \"type\": \"bugfix\",\n      \"body\": \"**NO LOGIC OR FUNCTIONALITY CHANGES**\\r\\n\\r\\nin order to keep the cli helper text ux uniform and consistent, i made these two minor changes:\\r\\n\\r\\n- removed the displayBanner(), kinda random to show it in elizaos plugins -- this is mostly called d\"\n    },\n    {\n      \"title\": \"fix(temp): passthrough function so that llm plugins dont break\",\n      \"prNumber\": 4544,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: integration test import\",\n      \"prNumber\": 4541,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: error associated with issue #4336, where TEXT_EMBEDDING was not…\",\n      \"prNumber\": 4537,\n      \"type\": \"bugfix\",\n      \"body\": \"… loaded, it was caused to openai plugin not having an export for getProviderBaseURL\\r\\n\\r\\n<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n#4336 \\r\\n\\r\\n<!-- \"\n    },\n    {\n      \"title\": \"Issue 451\",\n      \"prNumber\": 4575,\n      \"type\": \"other\",\n      \"body\": \"# Ticket: Implement Core EVM RPC Wrappers & Basic Reads (Polygon Plugin)\\r\\n\\r\\n**Ticket Type:** Dev Ticket  \\r\\n**Priority:** P1  \\r\\n**Epic:** Implement Polygon Plugin MVP  \\r\\n**Assignee:** Harsh Modi  \\r\\n**Reporter:** AI Assistant  \\r\\n**Dependencie\"\n    },\n    {\n      \"title\": \"Implement Polygon Gas Oracle Integration\",\n      \"prNumber\": 4574,\n      \"type\": \"other\",\n      \"body\": \"\\r\\n# Relates to\\r\\n\\r\\n[Implement Polygon Gas Oracle Integration (Polygon Plugin) #452](https://github.com/Sifchain/sa-eliza/issues/452)\\r\\n\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low**\\r\\n\\r\\n*   **External API Dependency:** The primary gas estimation relies on the Polygon\"\n    },\n    {\n      \"title\": \"fix: TEE update for CI\",\n      \"prNumber\": 4572,\n      \"type\": \"bugfix\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \"\n    },\n    {\n      \"title\": \"fix: add commit sha to CLI cache action\",\n      \"prNumber\": 4571,\n      \"type\": \"feature\",\n      \"body\": \"Attempt to fix PRs in CLI tests randomly failing but passing on local and for pushes.\\r\\n\\r\\nAdds SHA hash from github commit to bust cache better.\"\n    },\n    {\n      \"title\": \"fix: update telegram messageManager tests to expect MarkdownV2\",\n      \"prNumber\": 4570,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Tests**\\n  - Updated test assertions to expect the `parse_mode` option as 'MarkdownV2' for message sending.\\n\\n<!-- end of auto-generat\"\n    },\n    {\n      \"title\": \"feat: support third-party plugin install + added test\",\n      \"prNumber\": 4568,\n      \"type\": \"feature\",\n      \"body\": \"1. refactored plugin install code\\r\\n2. added support for third party plugin installs\\r\\n3. added tests for it\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Added s\"\n    },\n    {\n      \"title\": \"chore: back to regular dev command\",\n      \"prNumber\": 4566,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"chore: use latest v2 plugin list\",\n      \"prNumber\": 4564,\n      \"type\": \"tests\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"feat: upgrades to cli agent command\",\n      \"prNumber\": 4560,\n      \"type\": \"feature\",\n      \"body\": \"This PR is a focused attempt to improve the elizaos agent cli command. The changes are:\\r\\n\\r\\n\\r\\n**elizaos agent get** \\r\\n-j/--json wasnt working (it was saving the file instead of of displaying in console json format)\\r\\n-o/--output wasnt working\"\n    },\n    {\n      \"title\": \"chore: enable strict types and adjust guards for plugin-telegram\",\n      \"prNumber\": 4559,\n      \"type\": \"other\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Bug Fixes**\\n\\t- Improved error handling and logging throughout the Telegram plugin to prevent crashes and provide clearer diagnostics\"\n    },\n    {\n      \"title\": \"fix: community manager set to use plugin-local-ai, out of box\",\n      \"prNumber\": 4557,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n#4336 \\r\\nThe reported error had several issues, I pushed a PR yesterday to address the OpenAI issue, now, I am pushing this PR to set the default settings for community manager (Eli5) in dev build, to work with local ai out of \"\n    },\n    {\n      \"title\": \"chore: remove log spam during client build\",\n      \"prNumber\": 4584,\n      \"type\": \"other\",\n      \"body\": \"\\r\\n<img width=\\\"935\\\" alt=\\\"Screenshot 2025-05-14 at 11 18 50 PM\\\" src=\\\"https://github.com/user-attachments/assets/210abe07-1e7c-4e4a-8d16-3ed525737b02\\\" />\\r\\n\"\n    },\n    {\n      \"title\": \"Eliza290/cli start command\",\n      \"prNumber\": 4583,\n      \"type\": \"other\",\n      \"body\": \"ElizaOS CLI Start Command Improvements\\r\\n\\r\\n**Improved -chars option parsing**\\r\\nAdded support for handling of comma-separated values with spaces\\r\\nAdded support for both single and double quotes in character paths\\r\\nProperly strips quotes from \"\n    },\n    {\n      \"title\": \"feat: add tests for create-eliza command\",\n      \"prNumber\": 4582,\n      \"type\": \"feature\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: scope worldId and entityId\",\n      \"prNumber\": 4581,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Bug Fixes**\\n  - Improved consistency in how knowledge items are associated with agents, ensuring uploaded knowledge is now correctly\"\n    },\n    {\n      \"title\": \"fix: LLM response parsing to support custom fields and clean up empty message headers\",\n      \"prNumber\": 4580,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR addresses two issues:\\r\\n\\r\\n1. **Bootstrap plugin response parsing**  \\r\\n   Previously, the LLM response was reduced to a fixed set of keys, which discarded useful custom fields returned by custom templates. This change spreads all fiel\"\n    },\n    {\n      \"title\": \"feat: better git repo plugin install support\",\n      \"prNumber\": 4577,\n      \"type\": \"feature\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n\\t- Added support for installing plugins directly from GitHub URLs, including both HTTPS and shorthand formats.\\n\\t- Enha\"\n    },\n    {\n      \"title\": \"fix: hallucination in reply\",\n      \"prNumber\": 4603,\n      \"type\": \"bugfix\",\n      \"body\": \"Agent hallucinates if we use `OBJECT_SMALL`\\r\\n\\r\\nJSON responses are made up and causes many troubles.\\r\\n\\r\\nExample issue on the scr shoot:\\r\\n\\r\\n<img width=\\\"844\\\" alt=\\\"image\\\" src=\\\"https://github.com/user-attachments/assets/21d34d4d-c76d-4a1a-bebb-7\"\n    },\n    {\n      \"title\": \"fix: additional fix for topics project starter & def character\",\n      \"prNumber\": 4602,\n      \"type\": \"bugfix\",\n      \"body\": \"- additional fix for default character used for quick start \\r\\n- fix for character used in project starter\"\n    },\n    {\n      \"title\": \"chore: fix client chat ignore\",\n      \"prNumber\": 4600,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: core not importable in client / vite polyfills.\",\n      \"prNumber\": 4599,\n      \"type\": \"bugfix\",\n      \"body\": \"Fixes client error:\\r\\n\\r\\nUncaught TypeError: Failed to resolve module specifier \\\"@elizaos/core\\\". Relative references must start with either \\\"/\\\", \\\"./\\\", or \\\"../\\\".\\r\\nAlso adds vite-node-polyfills to supplement Buffer and process missing.\"\n    },\n    {\n      \"title\": \"docs: fix broken link to ELIZA demo (ai16z → elizaos)\",\n      \"prNumber\": 4597,\n      \"type\": \"bugfix\",\n      \"body\": \"Hey team—noticed a dead link, replaced it with a working URL. Thanks!\\r\\n\\r\\nhttps://ai16z.github.io/eliza/ -- old link\\r\\nhttps://elizaos.github.io/eliza/ -- new link\"\n    },\n    {\n      \"title\": \"fix: add missing topics as X post templates expects topics\",\n      \"prNumber\": 4595,\n      \"type\": \"feature\",\n      \"body\": \"\\r\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n- **Bug fix**\\r\\n  - Added a list of relevant topics to the community manager and social media manager profiles as twitter post templa\"\n    },\n    {\n      \"title\": \"fix: send-message-api\",\n      \"prNumber\": 4594,\n      \"type\": \"bugfix\",\n      \"body\": \"# Release Notes\\r\\n\\r\\n## New Features\\r\\n- Enhanced message processing with an event-driven, asynchronous flow for agent message handling\\r\\n- Added support for new response scenarios where the agent may choose not to reply\\r\\n\\r\\n## Bug Fixes\\r\\n- Corr\"\n    },\n    {\n      \"title\": \"wip: Plugin-Jupiter Swap\",\n      \"prNumber\": 4593,\n      \"type\": \"other\",\n      \"body\": \"Added:\\r\\n\\r\\nPlugin-Jupiter which would be used to handle all jupiter swaps within plugin-trade and the Spartan product.\"\n    },\n    {\n      \"title\": \"Eliza290/cli merge update cli into update command\",\n      \"prNumber\": 4592,\n      \"type\": \"other\",\n      \"body\": \"# Consolidate `update-cli` command into `update` command\\r\\n\\r\\n## Problem\\r\\n- CLI update functionality was split between two commands (`update` and `update-cli`)\\r\\n- Installation instructions suggested incorrect command without the `@beta` tag\\r\\n\"\n    },\n    {\n      \"title\": \"Eliza290/cli update command\",\n      \"prNumber\": 4591,\n      \"type\": \"other\",\n      \"body\": \"# Improve ElizaOS CLI update command flags\\r\\n\\r\\nThis PR addresses several issues with the update command:\\r\\n\\r\\n## Regular no-flag update function\\r\\n- **Problem**: The regular update command was failing with error \\\"Invalid Version: beta\\\" when enc\"\n    },\n    {\n      \"title\": \"fix: core not importable in client\",\n      \"prNumber\": 4590,\n      \"type\": \"bugfix\",\n      \"body\": \"Fixes client error:\\r\\n\\r\\n```\\r\\nUncaught TypeError: Failed to resolve module specifier \\\"@elizaos/core\\\". Relative references must start with either \\\"/\\\", \\\"./\\\", or \\\"../\\\".\\r\\n```\\r\\n\\r\\nAlso adds vite-node-polyfills to supplement Buffer and process missi\"\n    },\n    {\n      \"title\": \"fix: Guarantee onComplete is always called in messageReceivedHandler\",\n      \"prNumber\": 4589,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR ensures the onComplete callback is always executed, regardless of whether the message handler completes successfully, throws an error, or times out.\\r\\n\\r\\nKey changes:\\r\\n- Wrapped the entire messageReceivedHandler logic in a try-finally\"\n    },\n    {\n      \"title\": \"chore: update docs\",\n      \"prNumber\": 4586,\n      \"type\": \"other\",\n      \"body\": \"This PR focuses on a comprehensive update of the project's documentation.\\r\\n\\r\\nKey changes include:\\r\\n\\r\\n*   **Content Updates:**\\r\\n    *   Updated blog posts.\\r\\n    *   Added brief versions of all partner documentation.\\r\\n    *   Added documentat\"\n    },\n    {\n      \"title\": \"fix: resolve linter errors for type mismatches in DB adapter\",\n      \"prNumber\": 4612,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **Bug Fixes**\\n\\t- Improved handling of missing or null data for agent and task fields, ensuring consistent and user-friendly defaults ar\"\n    },\n    {\n      \"title\": \"Eliza290/cli command env\",\n      \"prNumber\": 4610,\n      \"type\": \"other\",\n      \"body\": \"**elizaos env list:**\\r\\n\\r\\nAdded warning when no local .env file exists, with guidance to create one from .env.example if available\\r\\nAdded --system flag to show only system information, consistent with existing --global and --local flags\\r\\n\\r\\n*\"\n    },\n    {\n      \"title\": \"fix: reply action to skip LLM call if existing REPLY response is found\",\n      \"prNumber\": 4608,\n      \"type\": \"bugfix\",\n      \"body\": \"Previously, the REPLY action was designed to skip the LLM call if an existing response with a REPLY action was found. However, recent changes to the message handler's template prompt caused the LLM to return the response with the `text` fie\"\n    },\n    {\n      \"title\": \"API - return ID of newly created agent\",\n      \"prNumber\": 4634,\n      \"type\": \"other\",\n      \"body\": \"When using API calls and creating AGENT it very useful to have returned ID on first API call, so there are not needed subsequent calls after it just to find ID, which is crucial for other types of API calls.\\r\\n\\r\\nSo I added ID in return data \"\n    },\n    {\n      \"title\": \"cleanup: optz actions functions\",\n      \"prNumber\": 4633,\n      \"type\": \"refactor\",\n      \"body\": \"# PR: Optimize Action Formatting Functions\\r\\n\\r\\nThis PR improves the code quality and performance of the action formatting functions in `actions.ts`.\\r\\n\\r\\n## Changes Made\\r\\n\\r\\n### For all functions:\\r\\n- Added proper input validation for edge cases\"\n    },\n    {\n      \"title\": \"ci: Docs auto deployer.\",\n      \"prNumber\": 4631,\n      \"type\": \"other\",\n      \"body\": \"This runs Github Action if anything inside `packages/docs` folder changes and auto deploys to `docs.eliza.how`.\"\n    },\n    {\n      \"title\": \"Fix chokidar watch usage\",\n      \"prNumber\": 4629,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- add chokidar as a regular dependency for the CLI\\n- ensure chokidar is treated as external when bundling\\n- use the dependency directly in `dev` command\\n\\n## Testing\\n- ❌ `bun run test:setup-commands` *(failed to find `vitest` comm\"\n    },\n    {\n      \"title\": \"chore: Remove unused wait helper\",\n      \"prNumber\": 4625,\n      \"type\": \"other\",\n      \"body\": \"## Summary\\r\\n- remove wait helper from CLI start command\\r\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **Refactor**\\n  - Removed an unused utility function related to wait times fro\"\n    },\n    {\n      \"title\": \"fix: client auth issue\",\n      \"prNumber\": 4624,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Improved handling of unauthorized access: Users are now notified with a clear message and a visible alert if thei\"\n    },\n    {\n      \"title\": \"feat: log time taken in tests\",\n      \"prNumber\": 4621,\n      \"type\": \"feature\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"chore: add local ai tests\",\n      \"prNumber\": 4619,\n      \"type\": \"feature\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **Chores**\\n  - Improved workflow cache management to only clear necessary directories and added automatic model file downloads for test\"\n    },\n    {\n      \"title\": \"Eliza290/cli command dev\",\n      \"prNumber\": 4618,\n      \"type\": \"other\",\n      \"body\": \"This PR enhances the elizaos dev command with better character file handling while ensuring consistent behavior with start cli command\\r\\n\\r\\nAll options tested and passed:\\r\\n\\r\\n-c/--configure, \\r\\n-p/--port, \\r\\n-b/--build\\r\\n-char/--character\\r\\n\\r\\nKey \"\n    },\n    {\n      \"title\": \"fix: senderName is \\\"Unknown\\\" in recentMessages provider\",\n      \"prNumber\": 4616,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR fixes an issue where the senderName was often displayed as \\\"Unknown\\\" in the recentMessages provider. The update changes the logic to prioritize entitiesData for resolving the sender's name based on entityId. If no match is found, it\"\n    },\n    {\n      \"title\": \"chore: Add missing plugin failure test\",\n      \"prNumber\": 4643,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n- test plugin install modifies package.json with plugin-discord\\n- verify missing plugin fails with registry error\\n\\n## Testing\\n- `./run_all_bats.sh` *(fails: 'bats' not found in PATH)*\"\n    },\n    {\n      \"title\": \"fix: agent start button refetch agent.status.\",\n      \"prNumber\": 4642,\n      \"type\": \"bugfix\",\n      \"body\": \"When click: \\\"start\\\" on agents, it would start, but the UI would not update, until you refreshed page.\\r\\n\\r\\nNow it is realtime in the UI.\\r\\n\\r\\n![image](https://github.com/user-attachments/assets/c876553f-6710-4345-8366-6fef52fb4418)\\r\\n\"\n    },\n    {\n      \"title\": \"feat: use registry\",\n      \"prNumber\": 4641,\n      \"type\": \"feature\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: docs deploy workflow\",\n      \"prNumber\": 4640,\n      \"type\": \"bugfix\",\n      \"body\": \"fixes npm cache since doesn't exist for docs package, removes PR runs, should only happen on pushes.\"\n    },\n    {\n      \"title\": \"feat: allow world selection in message API\",\n      \"prNumber\": 4637,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n- add optional `worldId` query param for `/agents/:agentId/message`\\n- record `worldId` in created memories\\n- document new query parameter in OpenAPI & docs\\n\\n## Testing\\n- `bun test` *(fails: Cannot find module '@playwright/test')*\"\n    },\n    {\n      \"title\": \"Merge addpolygon resolution\",\n      \"prNumber\": 4636,\n      \"type\": \"other\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \"\n    },\n    {\n      \"title\": \"Added : Polygon Plugin \",\n      \"prNumber\": 4635,\n      \"type\": \"other\",\n      \"body\": \"# Relates to\\r\\n\\r\\nIssue:\\r\\n- [#450 Initialize Eliza Plugin Structure and Configuration (Polygon)](https://github.com/Sifchain/sa-eliza/issues/450)\\r\\n- [#453 Implement Staking Read Operations (Polygon Plugin)](https://github.com/Sifchain/sa-eliz\"\n    },\n    {\n      \"title\": \"[SpartanDev] Update elizaos\",\n      \"prNumber\": 4648,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"feat: API endpoint for creating new rooms\",\n      \"prNumber\": 4647,\n      \"type\": \"feature\",\n      \"body\": \"Currently we dont have API endpoint to create new rooms, so I added this feature in PR. \\r\\n\\r\\nDid some tests, rooms are created and IDs returned. Adding screenshots from tests\\r\\n\\r\\n<img width=\\\"845\\\" alt=\\\"image\\\" src=\\\"https://github.com/user-attac\"\n    },\n    {\n      \"title\": \"Eliza290/update docs readme and tests for all cli commands\",\n      \"prNumber\": 4646,\n      \"type\": \"tests\",\n      \"body\": \"this is a complimentary PR to update docs, readme, and tests for all the changes related to ELIZA290, cli testing + polish.\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Featu\"\n    },\n    {\n      \"title\": \"remove pr title CI\",\n      \"prNumber\": 4644,\n      \"type\": \"other\",\n      \"body\": \"annoying imo, idc what name PR, should not fail CI, causes more failed looking PRs then needed.\"\n    },\n    {\n      \"title\": \"add 30s timeout to registry parsing\",\n      \"prNumber\": 4678,\n      \"type\": \"feature\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"bring back local ai test\",\n      \"prNumber\": 4676,\n      \"type\": \"tests\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"remove mock tests for cli\",\n      \"prNumber\": 4674,\n      \"type\": \"tests\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"chore: update project starter character & fix path for core pckg\",\n      \"prNumber\": 4671,\n      \"type\": \"bugfix\",\n      \"body\": \"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n\\t- Eliza now responds helpfully and conversationally to a broader range of topics, including technology, business, cr\"\n    },\n    {\n      \"title\": \"fix: shortcut reply only if no dynamic provider is present\",\n      \"prNumber\": 4670,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR updates the reply logic to only shortcut (reuse existing replies) when no dynamic providers are involved. It also fixes a bug where providers were incorrectly taken from the message instead of the response content.\"\n    },\n    {\n      \"title\": \"remove plugin twitter\",\n      \"prNumber\": 4669,\n      \"type\": \"other\",\n      \"body\": \"removes plugin twitter from mono repo has been moved to: https://github.com/elizaos-plugins/plugin-twitter\"\n    },\n    {\n      \"title\": \"feat: Create world api endpoints\",\n      \"prNumber\": 4667,\n      \"type\": \"feature\",\n      \"body\": \" I wanted to create World with API endpoints, so I can have a consistent usage of a world.\\r\\n There wasnt any endpoints for this so I am adding them here. \\r\\n-To create new world\\r\\n-To update current one with new info\\r\\n-To get all rooms in cur\"\n    },\n    {\n      \"title\": \"Remove global env support\",\n      \"prNumber\": 4666,\n      \"type\": \"other\",\n      \"body\": \"## Summary\\n- drop global env logic from CLI and server\\n- update UI to only manage local envs\\n- rewrite docs about environment variables\\n- tweak plugin messages and runtime warnings\\n\\n## Testing\\n- `bun test` *(fails: Cannot find package 'dote\"\n    },\n    {\n      \"title\": \"add CHANNEL_IDS to discord_plugin\",\n      \"prNumber\": 4665,\n      \"type\": \"feature\",\n      \"body\": \"adds ENVs for CHANNEL_IDS so can limit the responses to certain channels\"\n    },\n    {\n      \"title\": \"attempt dev command tear down\",\n      \"prNumber\": 4664,\n      \"type\": \"other\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \"\n    },\n    {\n      \"title\": \"Fix bats test flakiness\",\n      \"prNumber\": 4663,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- guard port cleanup in bats tests\\n- improve timing in dev-command tests\\n- use `seq` for loops for broader shell compatibility\\n\\n## Testing\\n- `./run_all_bats.sh` *(fails: 'bats' not found)*\"\n    },\n    {\n      \"title\": \"fixed agent tests\",\n      \"prNumber\": 4661,\n      \"type\": \"bugfix\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"cleaner readable test files\",\n      \"prNumber\": 4660,\n      \"type\": \"refactor\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"attempt: change pglite default dir\",\n      \"prNumber\": 4656,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"default sentry better\",\n      \"prNumber\": 4655,\n      \"type\": \"other\",\n      \"body\": \"Since requires new ENV added, usually would always be not true, this turns off sentry only if user sets false. Even if env not added.\"\n    },\n    {\n      \"title\": \"fix sharp install in CI, integration tests failing\",\n      \"prNumber\": 4654,\n      \"type\": \"bugfix\",\n      \"body\": \"Add libvips-dev install to linux in CI, to fix error in integration tests:\\n\\n```\\ngyp info spawn make\\ngyp info spawn args [ 'BUILDTYPE=Release', '-C', 'build' ]\\n../src/common.cc:13:10: fatal error: vips/vips8: No such file or directory\\n13 | #\"\n    },\n    {\n      \"title\": \"generalized eliza agent character\",\n      \"prNumber\": 4653,\n      \"type\": \"other\",\n      \"body\": \"Reduces lock in on default eliza character, removes IGNORES from message examples, goal is should be a good 1 on 1 chat that always responds for first time users.\"\n    },\n    {\n      \"title\": \"flyio docker deploy action for dev agent\",\n      \"prNumber\": 4652,\n      \"type\": \"other\",\n      \"body\": \"\"\n    },\n    {\n      \"title\": \"fix: reply action skipping dynamic providers\",\n      \"prNumber\": 4651,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR removes the skipping logic in the reply action. Previously, if a dynamic provider was added, it wouldn't be processed because the reply action would skip it.\\r\\n\\r\\nI think we might still need that shortcut if there's no dynamic provide\"\n    },\n    {\n      \"title\": \"Add sentry logging to core logger errors.\",\n      \"prNumber\": 4650,\n      \"type\": \"feature\",\n      \"body\": \"![image](https://github.com/user-attachments/assets/036e4f1c-bc4b-4271-a9fc-d707f1ce6ecf)\\r\\n\\r\\nInitial Sentry hookup into core logger errors.\\r\\n\\r\\nHas envs for custom Sentry setups, but defaults to ours.\"\n    }\n  ],\n  \"topContributors\": [\n    {\n      \"username\": \"wtfsayo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/82053242?u=98209a1f10456f42d4d2fa71db4d5bf4a672cbc3&v=4\",\n      \"totalScore\": 2030.7496149359727,\n      \"prScore\": 1956.3156149359727,\n      \"issueScore\": 0,\n      \"reviewScore\": 68,\n      \"commentScore\": 6.433999999999999,\n      \"summary\": \"wtfsayo: Merged 41 PRs this month with substantial contributions to plugin system improvements, including custom embedding endpoint support (#4421), auth middleware (#4420), and third-party plugin installation (#4568, +413/-211 lines). Focused heavily on code cleanup and refactoring, particularly in environment handling (#4445, +1734/-1067 lines) and agent loading optimization (#4519, +484/-336 lines), while also fixing critical issues in PGLite migrations (#4532, #4531) and runtime types (#4495). Maintained an active review presence with 13 reviews and 76 PR comments, working consistently throughout the month on both feature development and infrastructure improvements.\"\n    },\n    {\n      \"username\": \"0xbbjoker\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n      \"totalScore\": 1337.7731774194333,\n      \"prScore\": 1292.8671774194333,\n      \"issueScore\": 0,\n      \"reviewScore\": 39,\n      \"commentScore\": 5.906,\n      \"summary\": \"0xbbjoker: Led a major refactoring effort to streamline the monorepo by removing multiple plugins (including local-ai, ollama, groq, venice, redpill, anthropic, and others) through PRs like #4439 (+532/-13404 lines) and #4422 (+646/-3413 lines). Fixed numerous bugs across the codebase with 9 fix-related PRs including #4496 for TTS manager and transcribe (+598/-561 lines) and #4594 for send-message-api (+242/-223 lines). Made significant contributions to testing infrastructure with PR #4518 adding integration tests (+38968/-3359 lines) and has 9 open PRs focused on new features like MySQL support and PDF RAG functionality. Maintained a consistent work pattern across 17 days this month, approving 5 PRs and providing 43 PR comments while making substantial code changes (+120093/-57625 lines across 1448 files).\"\n    },\n    {\n      \"username\": \"ChristopherTrimboli\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/27584221?u=0d816ce1dcdea8f925aba18bb710153d4a87a719&v=4\",\n      \"totalScore\": 1039.687979130948,\n      \"prScore\": 855.4919791309479,\n      \"issueScore\": 0,\n      \"reviewScore\": 181.5,\n      \"commentScore\": 2.6959999999999997,\n      \"summary\": \"ChristopherTrimboli: Merged 15 PRs this month, with significant contributions including a major cleanup of agent loading code (#4524, -2213 lines), implementing TypeScript improvements across multiple repositories (#4504, #4529), and enhancing database operations with Drizzle ORM (#4500). Focused primarily on bug fixes and code cleanup, with notable work on fixing client imports (#4599), improving CLI functionality (#4482), and implementing a documentation auto-deployment system (#4631). Actively reviewed code with 31 reviews (24 approvals), showing consistent engagement despite working on only about a third of the days this month.\"\n    },\n    {\n      \"username\": \"yungalgo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113615973?u=92e0f29f7e2fbb8ce46ed13c51f692ca803de02d&v=4\",\n      \"totalScore\": 656.637943585308,\n      \"prScore\": 650.697943585308,\n      \"issueScore\": 0,\n      \"reviewScore\": 5,\n      \"commentScore\": 0.94,\n      \"summary\": \"yungalgo: Led significant CLI command improvements with 12 merged PRs (+12,689/-7,862 lines), focusing on refactoring, enhancing, and fixing various commands including publish, agent, start, update, env, and dev. Made substantial upgrades to the agent command in PR #4560 (+1982/-896 lines) and implemented major updates to the CLI update command in PR #4592 (+6726/-894 lines). Currently has 7 open PRs related to plugins and agent CLI commands, showing consistent work on improving the command-line interface. Demonstrated an occasional activity pattern, contributing on 12 days this month with 93 commits across 169 modified files.\"\n    },\n    {\n      \"username\": \"lalalune\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n      \"totalScore\": 320.15115816165553,\n      \"prScore\": 309.4111581616555,\n      \"issueScore\": 0,\n      \"reviewScore\": 10,\n      \"commentScore\": 0.74,\n      \"summary\": \"lalalune: Merged 4 significant PRs this month, including major bugfixes in #4515 \\\"Shaw bugfixes\\\" (+16994/-19402 lines) and dependency updates in #4411 (+4392/-12278 lines), while maintaining 3 open PRs including \\\"V2 Spartan\\\" (#4630). Their contributions were substantial but sporadic, active on only 6 days with 22 commits modifying 432 files (+17541/-21908 lines) across primarily code (62%) and config files (23%). Additionally, they provided 2 approving reviews and participated in discussions with 4 PR comments and 1 issue comment.\"\n    },\n    {\n      \"username\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 297.6582491787297,\n      \"prScore\": 262.3582491787297,\n      \"issueScore\": 0,\n      \"reviewScore\": 34.5,\n      \"commentScore\": 0.8,\n      \"summary\": \"odilitime: Made significant code contributions with 28 commits modifying 5,215 files (+223,148/-96,693 lines), including merging 4 PRs with focused changes to plugin functionality (#4415, #4414) and a major release (#4501). Provided 9 code reviews with 6 approvals while maintaining 3 open PRs focused on plugin specifications and database API improvements. Activity was sporadic, concentrated on a few days with primary focus on other work (82%) and refactoring (11%), touching code, documentation, and configuration files.\"\n    },\n    {\n      \"username\": \"tcm390\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/60634884?u=c6c41679b8322eaa0c81f72e0b4ed95e80f0ac16&v=4\",\n      \"totalScore\": 274.98486159859334,\n      \"prScore\": 233.30486159859333,\n      \"issueScore\": 0,\n      \"reviewScore\": 41,\n      \"commentScore\": 0.6799999999999999,\n      \"summary\": \"tcm390: Made significant contributions to Twitter integration, merging 7 PRs including a major Twitter timeline feature (#4429, +684/-2105 lines) and substantial improvements to reply action functionality (#4608, +6991/-942 lines). Fixed several issues including LLM response parsing (#4580), message handling (#4589), and sender identification (#4616). Demonstrated focused work on code cleanup and feature enhancement, with particularly large code changes in the reply action system, while maintaining a pattern of occasional but impactful activity throughout the month.\"\n    },\n    {\n      \"username\": \"K1mc4n\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/156217571?u=cc94e7743c591f36eaf958d88befa855348bba9d&v=4\",\n      \"totalScore\": 216.73787878783102,\n      \"prScore\": 212.53787878783103,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"K1mc4n: Contributed significantly to documentation with one merged PR (#4488) that added an Indonesian README file (+57288/-24287 lines), while having 8 additional open PRs related to Indonesian documentation improvements. Created two open issues (#4565, #4561) related to CI and path problems. Activity was sporadic, concentrated on just 4 days this month, with documentation work accounting for 87% of their contributions across 3973 modified files.\"\n    },\n    {\n      \"username\": \"samarth30\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/48334430?u=1fc119a6c2deb8cf60448b4c8961cb21dc69baeb&v=4\",\n      \"totalScore\": 160.4068742660077,\n      \"prScore\": 160.20687426600767,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"samarth30: Merged a substantial PR #4471 \\\"Feat/jimmy pm agent\\\" with significant code changes (+287344/-158985 lines) while maintaining three open PRs focused on feature development. Modified 83 files across 13 commits, with code changes totaling +4848/-1707 lines primarily focused on feature work (54%) and distributed across code (35%), config (29%), and docs (12%). Activity was sporadic, concentrated on just 3 days this month.\"\n    },\n    {\n      \"username\": \"ai16z-demirix\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/188117230?u=424cd5b834584b3799da288712b3c4158c8032a1&v=4\",\n      \"totalScore\": 98.38207487215577,\n      \"prScore\": 88.98207487215576,\n      \"issueScore\": 0,\n      \"reviewScore\": 9,\n      \"commentScore\": 0.4,\n      \"summary\": \"ai16z-demirix: Focused heavily on test improvements with three open PRs (#4481, #4605, #4604) that collectively modified 275 files (+5847/-2782 lines). Made significant contributions to test coverage and setup (73% of changes) with additional work on configuration files (20%), spread across 19 commits. Activity was sporadic, with contributions on only 6 days this month, primarily providing review comments on 2 PRs.\"\n    },\n    {\n      \"username\": \"standujar\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n      \"totalScore\": 91.38603231557502,\n      \"prScore\": 81.24803231557502,\n      \"issueScore\": 0,\n      \"reviewScore\": 9.5,\n      \"commentScore\": 0.6379999999999999,\n      \"summary\": \"standujar: Merged 3 significant PRs this month, including a feature for emitting model usage events in the OpenAI plugin (#4438, +2409/-3824 lines), a fix for JSON serialization in pglite (#4458, +2042/-2710 lines), and a Discord service timeout fix (#4450, +199/-1016 lines). Overall contributed substantial code changes across 86 files (+262/-3290 lines) with a primary focus on bug fixes (63%). Provided 2 code reviews and participated in discussions with 4 comments across PRs and issues, showing sporadic activity on just 4 days this month.\"\n    },\n    {\n      \"username\": \"HarshModi2005\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/142230924?u=64e337bbdb6b3aded5943b7e297759e7a3cfc0f0&v=4\",\n      \"totalScore\": 88.4755477931522,\n      \"prScore\": 83.9755477931522,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": \"HarshModi2005: Made substantial code contributions with one merged PR #4575 \\\"Issue 451\\\" (+14573/-8703 lines) and has another open PR #4636 for polygon resolution. Modified 217 files across 16 commits with significant code changes (+28062/-14077 lines), focusing primarily on refactoring (31%) and test improvements (36% of file types). Contributed sporadically, being active on only 5 days this month, and provided one review comment.\"\n    },\n    {\n      \"username\": \"Samarthsinghal28\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/120447590?v=4\",\n      \"totalScore\": 87.0875477931522,\n      \"prScore\": 87.0875477931522,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Samarthsinghal28: Opened two pull requests related to a Polygon Plugin (#4573 and #4635), though neither has been merged yet. No other activity was observed during this period.\"\n    },\n    {\n      \"username\": \"tercel\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/4879512?u=9a2520224d9ae039a506c03dcf58406f52734361&v=4\",\n      \"totalScore\": 78.54402427508752,\n      \"prScore\": 78.34402427508752,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"tercel: Merged three PRs on a single day this month, including enhancements to message handling (#4508), refactoring model handling in AgentRuntime (#4507, +56/-16 lines), and fixing Twitter functionality (#4506). The contributions were evenly distributed across feature work, refactoring, and other improvements, with all changes focused on code files totaling +88/-29 lines overall.\"\n    },\n    {\n      \"username\": \"monilpat\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/15067321?v=4\",\n      \"totalScore\": 71.43177389657609,\n      \"prScore\": 40.4317738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 31,\n      \"commentScore\": 0,\n      \"summary\": \"monilpat: Contributed a significant amount of code (+14,749/-3,448 lines across 124 files) while working on the open polygon feature PR (#4449). Provided 6 code reviews with 5 approvals and 1 change request. Activity was sporadic, being active on only 5 days this month, with work primarily focused on other development (58%) and bug fixes (25%).\"\n    },\n    {\n      \"username\": \"Dahka2321\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/160153877?u=b12d72ea58a9908bcab2c1176727879cb9582f37&v=4\",\n      \"totalScore\": 68.58563738921922,\n      \"prScore\": 68.58563738921922,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Dahka2321: Focused exclusively on documentation maintenance this month, merging 3 PRs (#4433, #4460, #4527) that fixed broken links and image paths. All contributions were small in scope, with the largest PR (#4460) containing only +2/-2 lines of changes. Currently has one open PR (#4576) continuing the pattern of fixing outdated links in documentation.\"\n    },\n    {\n      \"username\": \"0xCardiE\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/8969767?u=8b05509ceb96fd63a6246dfbf0860fd1df586e59&v=4\",\n      \"totalScore\": 64.49670577444034,\n      \"prScore\": 62.49670577444034,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"0xCardiE: Made a focused contribution this month with one merged PR (#4634) that improved the API to return the ID of newly created agents, modifying 1 file with +174/-101 lines of code. Also opened issue #4632 regarding username changes in the leaderboard that remains open. Activity was limited to a single day this month, suggesting sporadic engagement with the project.\"\n    },\n    {\n      \"username\": \"harperaa\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/1330944?v=4\",\n      \"totalScore\": 60.94272948884172,\n      \"prScore\": 60.16472948884172,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.7779999999999999,\n      \"summary\": \"harperaa: Merged two bug fix PRs this month, including PR #4537 addressing an error with TEXT_EMBEDDING (+32/-4 lines) and PR #4557 fixing the community manager to use plugin-local-ai out of the box (+1158/-519 lines). Contributed to discussions by commenting on 3 issues and 3 PRs. Activity was sporadic, concentrated on a single day during the month.\"\n    },\n    {\n      \"username\": \"michavie\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/39144548?u=3496eb82a60d2a8e88bf5e22c3ffe5eb2b37d816&v=4\",\n      \"totalScore\": 52.6576561356211,\n      \"prScore\": 52.4576561356211,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"michavie: Fixed ESM type generation issues across multiple packages with PR #4442, making significant changes (+2473/-1637 lines) to 11 configuration files. Activity was sporadic, with contributions on only 2 days this month. The PR addressed bugs in the SQL, Bootstrap, and OpenAI packages, taking 29 hours to merge.\"\n    },\n    {\n      \"username\": \"Y4NK33420\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/112804719?v=4\",\n      \"totalScore\": 49.836641204912,\n      \"prScore\": 45.136641204911996,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0.2,\n      \"summary\": \"Y4NK33420: Opened a significant PR #4574 \\\"Implement Polygon Gas Oracle Integration\\\" with substantial code changes (+19,298/-4,066 lines) across 113 files. Contributed 6 commits with a primary focus on new feature development (83%) and bug fixes (17%), modifying code (52%), tests (26%), and configuration files (16%). Provided one code review with comments on another PR. Activity was sporadic, being active on only 3 days this month.\"\n    },\n    {\n      \"username\": \"bowtiedbluefin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/95500901?v=4\",\n      \"totalScore\": 42.0927738965761,\n      \"prScore\": 41.352773896576096,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.74,\n      \"summary\": \"bowtiedbluefin: Opened one PR (#4466) to create a Morpheus plugin, making significant code changes across 11 files (+750/-10687 lines) with a focus on configuration and code files. Activity was limited to a single day this month, with 4 comments made on the open PR.\"\n    },\n    {\n      \"username\": \"madjin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/32600939?u=cdcf89f44c7a50906c7a80d889efa85023af2049&v=4\",\n      \"totalScore\": 40.7017738965761,\n      \"prScore\": 36.2017738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": \"madjin: Focused heavily on documentation work this month, merging a substantial PR #4586 that updated docs with +30,234/-35,364 lines across 793 files. Created 4 issues related to documentation and CLI improvements (all now closed), including \\\"Improving CLI tool instructions\\\" (#4113) and addressing an npx error (#4107). Contributed sporadically across 5 days with 19 commits, primarily making documentation changes (98% of modifications). Provided 1 review comment on another contributor's work.\"\n    },\n    {\n      \"username\": \"girinathchickoo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/67161043?u=39b4f0074d1f6e30a452777b279b2dd00cc095cf&v=4\",\n      \"totalScore\": 40.4317738965761,\n      \"prScore\": 40.4317738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"girinathchickoo: Opened one pull request (#4620 \\\"Feature/plugin blockend\\\") which remains open and has not yet been merged. No other GitHub activity was observed during this period.\"\n    },\n    {\n      \"username\": \"eveneast\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/166489430?u=adda9548080e07d370ef8c9ba9c3408dcf3bc629&v=4\",\n      \"totalScore\": 39.00961228866811,\n      \"prScore\": 39.00961228866811,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"eveneast: Made a small documentation improvement by removing a redundant word in the Solana v2 documentation, with PR #4520 (+1/-1 lines) being merged. Initially submitted as PR #4516, which was later closed in favor of the merged version. Active on only one day this month, with all contributions focused on documentation improvements.\"\n    },\n    {\n      \"username\": \"HashWarlock\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/64296537?u=1d8228a93c06c603e08d438677b3f736d6b1ab22&v=4\",\n      \"totalScore\": 38.49650756146648,\n      \"prScore\": 33.49650756146648,\n      \"issueScore\": 0,\n      \"reviewScore\": 5,\n      \"commentScore\": 0,\n      \"summary\": \"HashWarlock: Contributed a single merged PR (#4572) focused on fixing TEE updates for CI, modifying 6 configuration files with +22/-16 lines of code changes. The PR \\\"fix: TEE update for CI\\\" contained moderate changes (+381/-173 lines) and was merged on the same day it was submitted. Activity was limited to a single day this month, with work primarily focused on feature development (50%) and bug fixes (25%).\"\n    },\n    {\n      \"username\": \"crypto-cooker\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16945788?u=819d567b766cb43113f89fb60ba0fac4c5137cf5&v=4\",\n      \"totalScore\": 33.9277738965761,\n      \"prScore\": 33.9277738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"Freytes\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/4147278?u=89aa9570e6f8b4a8e9e41e8f908c16fb69c5a43f&v=4\",\n      \"totalScore\": 33.8947738965761,\n      \"prScore\": 33.8947738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Freytes: Working on a Jupiter Swap plugin with one open PR (#4593) that involves substantial code changes (+4198/-703 lines across 70 files). Active on only 5 days this month with sporadic contribution patterns, primarily focused on other work (77%) with some feature development (23%). The changes predominantly affect code (65%) and configuration files (24%), suggesting significant implementation work on this plugin.\"\n    },\n    {\n      \"username\": \"Mylookingisverynormal\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/50126677?u=feff54f0c3d192da7bed64c0a5276c4d9dfb144c&v=4\",\n      \"totalScore\": 27.270573590279973,\n      \"prScore\": 27.270573590279973,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Mylookingisverynormal: Made a single documentation contribution this month with PR #4483, which updated README.md with a one-line addition. This was their only activity during the period, representing a minimal but focused documentation improvement.\"\n    },\n    {\n      \"username\": \"imholders\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/202005793?v=4\",\n      \"totalScore\": 23.65222459886074,\n      \"prScore\": 23.65222459886074,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"imholders: Opened one pull request (#4567) to add a Malaysian README file, which remains open. Made modest code changes across 5 files (+206/-2 lines), evenly split between documentation and configuration work. Active on only 2 days this month with a sporadic contribution pattern.\"\n    },\n    {\n      \"username\": \"rnkrtt\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/140164174?u=e9c995a0fea6665e5c211be5c5957be8f8e8e4bd&v=4\",\n      \"totalScore\": 23.56537417291718,\n      \"prScore\": 23.165374172917183,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.4,\n      \"summary\": \"rnkrtt: Opened two documentation-related PRs this month: #4441 to fix typos and #4555 to repair a broken Quickstart link, with modest code changes (+64/-64 lines) across 5 files. Activity was sporadic, occurring on just 3 days of the month, with contributions primarily focused on documentation (67%) and configuration files (33%).\"\n    },\n    {\n      \"username\": \"vtjl10\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/139509124?u=8af1413f5a26c1ddba22afba7a750f2bf4b21dea&v=4\",\n      \"totalScore\": 23.27272392623351,\n      \"prScore\": 23.07272392623351,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"vtjl10: Made a single contribution this month with PR #4470 \\\"Fix typos and improve dependencies management\\\", which was merged after 17 hours and modified documentation files (+4/-4 lines). The PR appears to have involved substantial changes (+52446/-24025 lines) while focusing on documentation improvements and dependency management. vtjl10 also left one comment on a pull request during their single day of activity this month.\"\n    },\n    {\n      \"username\": \"Dangoz\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/71613713?u=1839f372422c7a5503a713dca22981490b4ea7da&v=4\",\n      \"totalScore\": 21.086306144334053,\n      \"prScore\": 21.086306144334053,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Dangoz: Made a single documentation fix with PR #4443 \\\"docs: fix title spacing\\\" (+1/-1 lines), which was merged after 16 hours. This was their only contribution during the month, representing a minimal but targeted bugfix to documentation formatting.\"\n    },\n    {\n      \"username\": \"pengqiseven\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/134899215?u=dbd15740f37368d3f8c3e2b97554c3791b1eae8a&v=4\",\n      \"totalScore\": 16.975738181995926,\n      \"prScore\": 16.975738181995926,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"pengqiseven: Opened one pull request (#4615) to fix typos in comments, modifying 5 files with minimal changes (+5/-5 lines). This single contribution represents their only activity this month, with changes primarily affecting code files (80%) and some documentation (20%).\"\n    },\n    {\n      \"username\": \"BinaryBluePeach\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/192237769?v=4\",\n      \"totalScore\": 15.3374379124341,\n      \"prScore\": 12.4974379124341,\n      \"issueScore\": 2.3,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.54,\n      \"summary\": \"BinaryBluePeach: Opened one issue (#4536) regarding a module import error and has an open PR (#4606) titled \\\"recovery\\\" with minimal code changes (+2/-2 lines across 2 files). Contributed to discussions by commenting on 3 issues and 1 PR. Activity was limited to a single day this month, suggesting sporadic engagement with the project.\"\n    },\n    {\n      \"username\": \"github-advanced-security\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/57789?v=4\",\n      \"totalScore\": 9,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 9,\n      \"commentScore\": 0,\n      \"summary\": \"github-advanced-security: Provided 2 review comments this month with no other activity. Their participation was sporadic with limited engagement overall.\"\n    },\n    {\n      \"username\": \"Pronoss\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/170206917?u=d6951aa21026fb848e923d335622f06c32607e8c&v=4\",\n      \"totalScore\": 5.78571895621705,\n      \"prScore\": 5.78571895621705,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Pronoss: Opened one pull request (#4563) to fix typos in the documentation file \\\"faq-and-support.md\\\" with minimal changes (+2/-2 lines). This was their only contribution during the month, representing a single day of activity.\"\n    },\n    {\n      \"username\": \"dizer-ti\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/155266991?u=83090ea70c646fdfa8d8b4c826bdda84ac806d28&v=4\",\n      \"totalScore\": 5.032306144334054,\n      \"prScore\": 5.032306144334054,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"dizer-ti: Fixed a broken link to the ELIZA demo in the documentation with a single merged PR (#4597), making a small but helpful correction (+1/-1 lines). This was their only contribution during the month, representing a focused effort on documentation maintenance.\"\n    },\n    {\n      \"username\": \"zeevick10\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/140458077?u=234a5b1512060121b98420da18d7a6cdd9d0255c&v=4\",\n      \"totalScore\": 4.918,\n      \"prScore\": 4.918,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"zeevick10: Opened one pull request (#4419) to update Character.md with a single line change (+1/-1). Activity was minimal with contributions on only one day this month.\"\n    },\n    {\n      \"username\": \"plvo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113256696?u=e596d0939094820484fdb4c98ba336204d18de82&v=4\",\n      \"totalScore\": 4.3,\n      \"prScore\": 0,\n      \"issueScore\": 4.1,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"plvo: Reported issue #4457 regarding a \\\"pglite log entry unicode escape error\\\" which was subsequently closed. Added a single comment on an issue during the month. No code contributions or pull request activity during this period.\"\n    },\n    {\n      \"username\": \"TheDeveloperTom\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25426552?u=29cf260cfeace413f66efafcedff2d4e3252a8f3&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"TheDeveloperTom: Created a single issue (#4432) titled \\\"Job: looking for a developer with Eliza framework experience,\\\" which has since been closed. No other activity was observed this month, with no code contributions, pull requests, or comments on any issues or PRs.\"\n    },\n    {\n      \"username\": \"Kirstygoodary\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/55052540?u=48b08ce5f55bb74b12bdc06500aece654eaadcff&v=4\",\n      \"totalScore\": 2.1,\n      \"prScore\": 0,\n      \"issueScore\": 2.1,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Kirstygoodary: Opened issue #4418 regarding a handler error for text embedding delegate type. Contributed a comment on an issue, showing some engagement with the project's issue tracking. Activity was minimal this month with no code contributions or pull requests.\"\n    },\n    {\n      \"username\": \"samgermain\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/29212519?u=fd61622f9ae4f651f49755a1ce0b01e7fb2f31f0&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"samgermain: Created issue #4562 \\\"Make a publish to npm\\\" which was subsequently closed, and commented on one issue. No code contributions or pull requests this month, with minimal overall activity.\"\n    },\n    {\n      \"username\": \"nabz-polo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/65369404?u=2e8d0f763349ed5405bac2f34457acdb019f7563&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"nabz-polo: Created one issue this month (#4503) requesting OLLAMA support, which remains open. No other activity was observed during this period.\"\n    },\n    {\n      \"username\": \"kunleulysses\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/65002977?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"kunleulysses: Opened a single issue (#4486) regarding an agent hanging after core initialization and REST API binding related to Anthropic. No other activity was observed this month.\"\n    },\n    {\n      \"username\": \"cxp-13\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/84974164?u=3b5b5c18f44af73f1e2f9921381fe2e800f474d1&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"cxp-13: Opened issue #4440 regarding a TypeScript type definition problem (\\\"Property 'preconnect' is missing in type\\\"). No other activity this month.\"\n    },\n    {\n      \"username\": \"POKENA7\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/75174441?u=4db72f514d13671ea5674518c47593ea5786d603&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"POKENA7: Opened one issue (#4461) regarding unimplemented Discord auto-post functionality in eliza v2. No other contributions this month.\"\n    },\n    {\n      \"username\": \"FancyFishok\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/96703751?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"FancyFishok: Opened a single issue (#4588) regarding difficulty getting their bot to detect Twitter activity. No other contributions or code changes were made during this period.\"\n    },\n    {\n      \"username\": \"AndreaRettaroli\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/69209567?u=112b2ba16a6fb9295c5e71787a02e1446307e1eb&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"AndreaRettaroli: Opened one issue this month (#4528) regarding improvements to Eliza in TEE oasis, which remains open. No other activity was observed during this period.\"\n    },\n    {\n      \"username\": \"AlteredCode\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/63291609?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"AlteredCode: Opened a single issue (#4607) regarding system responsiveness problems, specifically about the system not responding to mentions and failing to analyze certain content. No other activity was observed this month, with no code contributions, reviews, or comments on any PRs or issues.\"\n    }\n  ],\n  \"newPRs\": 250,\n  \"mergedPRs\": 176,\n  \"newIssues\": 15,\n  \"closedIssues\": 26,\n  \"activeContributors\": 66\n}",
  "github_extracted_data_user_summaries_text_last_7_days_for_2025-05-16": "[\"AndreaRettaroli_week_2025-05-11\", \"AndreaRettaroli\", \"week\", \"2025-05-11\", \"AndreaRettaroli: Created one issue (#4528) regarding improvements to Eliza in TEE oasis, which remains open. No other activity was observed during this period.\", \"2025-05-18T23:08:18.525Z\"]\n[\"Dahka2321_week_2025-05-11\", \"Dahka2321\", \"week\", \"2025-05-11\", \"Dahka2321: Fixed documentation links in the changelog with two PRs this week - one merged (#4527) and one still open (#4576). Both changes were minimal (+1/-1 lines each) and focused on repairing broken or outdated links in the documentation.\", \"2025-05-18T23:08:20.430Z\"]\n[\"lalalune_week_2025-05-11\", \"lalalune\", \"week\", \"2025-05-11\", \"lalalune: Opened two significant PRs (#4609 \\\"Merge Spartan changes\\\" and #4630 \\\"V2 Spartan\\\") involving substantial code changes across 158 files (+9257/-11848 lines). Contributed to the project through 1 approval review and 3 PR comments, while being active on 2 days this week. The work primarily focused on other development areas (75%) and bug fixes (25%), with most changes affecting code (60%) and configuration files (21%).\", \"2025-05-18T23:08:30.107Z\"]\n[\"ChristopherTrimboli_week_2025-05-11\", \"ChristopherTrimboli\", \"week\", \"2025-05-11\", \"ChristopherTrimboli: Merged 8 PRs this week, with significant work on fixing core importability issues (#4599, #4590), cleaning up environment and agent loading (#4524, removing over 2,200 lines), and improving CI processes (#4571, #4631). Actively reviewed code with 17 approvals across 21 reviews, while maintaining a consistent work pattern across 5 days. Currently has 2 open PRs focused on room API fixes and action function optimizations, continuing his balanced focus across bugfixes, features, and infrastructure improvements.\", \"2025-05-18T23:08:22.027Z\"]\n[\"yungalgo_week_2025-05-11\", \"yungalgo\", \"week\", \"2025-05-11\", \"yungalgo: Made significant contributions to CLI command improvements, merging 7 PRs (#4560, #4583, #4591, #4592, #4610, #4618, and #4546) with substantial code changes (+4998/-2341 lines across 106 files). Maintained a very consistent work pattern, being active every day of the week with 52 commits primarily focused on other work (48%) and bugfixes (31%). Currently has 5 open PRs related to plugins and agent CLI commands, continuing the effort to enhance CLI functionality.\", \"2025-05-18T23:08:34.958Z\"]\n[\"wtfsayo_week_2025-05-11\", \"wtfsayo\", \"week\", \"2025-05-11\", \"wtfsayo: Merged 18 PRs this week with significant contributions to plugin functionality, including support for third-party plugin installation (#4568, +413/-211), better git repo plugin install support (#4577, +225/-98), and improved testing infrastructure (#4582, #4619). Made substantial code cleanup with PR #4531 removing 1,286 lines of migrations, while also fixing several critical issues in agent responses and environment resolution (#4548, #4547). Consistently active every day with 104 commits across 835 files, demonstrating a balanced focus between feature development, testing improvements, and bug fixes.\", \"2025-05-18T23:08:34.278Z\"]\n[\"0xbbjoker_week_2025-05-11\", \"0xbbjoker\", \"week\", \"2025-05-11\", \"0xbbjoker: Merged 10 PRs this week with a strong focus on bug fixes across multiple components, including client authentication (#4624), hallucination prevention (#4603), and message handling (#4594, #4570). Actively working on several new features with 7 open PRs, including PDF RAG support (#4611) and integration testing (#4601), contributing nearly 48k lines of code across 571 files. Maintained a consistent daily contribution pattern throughout the week, demonstrating high productivity with 79 commits and providing 18 PR comments to facilitate collaboration.\", \"2025-05-18T23:08:19.567Z\"]\n[\"BinaryBluePeach_week_2025-05-11\", \"BinaryBluePeach\", \"week\", \"2025-05-11\", \"BinaryBluePeach: Opened one issue (#4536) regarding a module import problem and has an open PR (#4606) titled \\\"recovery\\\" with minimal code changes (+2/-2 lines). Contributed to discussions by commenting on 3 issues and 1 PR, showing sporadic activity with engagement on a single day this week.\", \"2025-05-18T23:08:18.788Z\"]\n[\"HarshModi2005_week_2025-05-11\", \"HarshModi2005\", \"week\", \"2025-05-11\", \"HarshModi2005: Merged a substantial PR #4575 \\\"Issue 451\\\" that modified 134 files with +14573/-8703 lines, showing significant refactoring work. Contributed across multiple days with 10 commits, primarily focusing on test files (40%) and code (37%). Provided one review comment on another PR, demonstrating engagement beyond their own code changes.\", \"2025-05-18T23:08:22.156Z\"]\n[\"HashWarlock_week_2025-05-11\", \"HashWarlock\", \"week\", \"2025-05-11\", \"HashWarlock: Merged one PR (#4572) focused on TEE updates for CI, modifying 6 configuration files with +22/-16 lines of code changes. Activity was limited to a single day this week with 4 commits spread across feature work (50%), bug fixes (25%), and other tasks (25%).\", \"2025-05-18T23:08:22.579Z\"]\n[\"Pronoss_week_2025-05-11\", \"Pronoss\", \"week\", \"2025-05-11\", \"Pronoss: Opened one pull request (#4563) to fix typos in the documentation file \\\"faq-and-support.md\\\" with minimal changes (+2/-2 lines). Active on only one day this week with a single commit focused on documentation improvements.\", \"2025-05-18T23:08:23.210Z\"]\n[\"K1mc4n_week_2025-05-11\", \"K1mc4n\", \"week\", \"2025-05-11\", \"K1mc4n: Made substantial documentation changes with 4 commits modifying 1325 files (+58042/-24517 lines), primarily focused on other work (75%) and feature work (25%). Opened one PR (#4542) to update README_IND.md and created two issues (#4565 and #4561) related to CI and documentation path problems. Active on 2 days this week, showing an occasional contribution pattern.\", \"2025-05-18T23:08:23.966Z\"]\n[\"Samarthsinghal28_week_2025-05-11\", \"Samarthsinghal28\", \"week\", \"2025-05-11\", \"Samarthsinghal28: Opened one pull request (#4573) titled \\\"Added : Polygon Plugin\\\" which is currently under review. No other activity was observed during this period.\", \"2025-05-18T23:08:23.773Z\"]\n[\"Y4NK33420_week_2025-05-11\", \"Y4NK33420\", \"week\", \"2025-05-11\", \"Y4NK33420: Opened a significant PR #4574 \\\"Implement Polygon Gas Oracle Integration\\\" with substantial code changes (+2357/-99 lines across 20 files). Contributed on 2 days this week, with the majority of changes focused on code implementation (52%) and test coverage (26%). Provided 1 code review with comments but had no merged PRs or issue activity.\", \"2025-05-18T23:08:24.981Z\"]\n[\"coderabbitai[bot]_week_2025-05-11\", \"coderabbitai[bot]\", \"week\", \"2025-05-11\", \"coderabbitai[bot]: Made code contributions across 8 files (+181/-63 lines) through 3 commits, focusing entirely on feature work. Active on 3 out of 7 days with a moderately consistent work pattern.\", \"2025-05-18T23:08:26.010Z\"]\n[\"harperaa_week_2025-05-11\", \"harperaa\", \"week\", \"2025-05-11\", \"harperaa: Merged two bug fix PRs this week: #4537 addressing a TEXT_EMBEDDING error (+32/-4 lines) and #4557 fixing the community manager to use plugin-local-ai out of the box with substantial code changes (+1158/-519 lines). Contributed to discussions by commenting on 3 issues and 3 PRs, focusing exclusively on bug fixes during a single day of activity.\", \"2025-05-18T23:08:28.424Z\"]\n[\"rnkrtt_week_2025-05-11\", \"rnkrtt\", \"week\", \"2025-05-11\", \"rnkrtt: Opened PR #4555 to fix a broken Quickstart link, making a small documentation change (+1/-1 lines). Activity was limited to a single day this week with just one file modification.\", \"2025-05-18T23:08:31.760Z\"]\n[\"imholders_week_2025-05-11\", \"imholders\", \"week\", \"2025-05-11\", \"imholders: Opened PR #4567 to add a Malaysian README file, with modifications to 5 files (+206/-2 lines) across documentation and configuration. Active on 2 days this week, making 3 commits focused on documentation work.\", \"2025-05-18T23:08:27.940Z\"]\n[\"odilitime_week_2025-05-11\", \"odilitime\", \"week\", \"2025-05-11\", \"odilitime: Merged PR #4553 adding a plugin-specification submodule (+9/-8 lines) and has two open PRs focused on database API improvements and version updates. Made moderate code changes across 15 files (+167/-69 lines) with activity concentrated on just 2 days this week.\", \"2025-05-18T23:08:30.209Z\"]\n[\"samgermain_week_2025-05-11\", \"samgermain\", \"week\", \"2025-05-11\", \"samgermain: Created issue #4562 \\\"Make a publish to npm\\\" which was subsequently closed. No other activity this week.\", \"2025-05-18T23:08:31.712Z\"]\n[\"samarth30_week_2025-05-11\", \"samarth30\", \"week\", \"2025-05-11\", \"samarth30: Opened a substantial pull request (#4550) focused on improving the RAG system, with significant code changes across 76 files (+3120/-1690 lines) and 9 commits. The work spanned multiple areas with a primary focus on other work (44%) and feature development (33%), contributing code (67%), tests (11%), and configuration changes (11%) over 2 active days.\", \"2025-05-18T23:08:32.550Z\"]\n[\"coderabbitai[bot]_day_2025-05-10\", \"coderabbitai[bot]\", \"day\", \"2025-05-10\", \"coderabbitai[bot]: Made significant code changes by modifying 7 files with a total of 77 additions and 14 deletions, focusing entirely on feature work. Active today, maintaining a consistent work pattern with 1 commit.\", \"2025-05-14T07:28:44.004Z\"]\n[\"eveneast_day_2025-05-10\", \"eveneast\", \"day\", \"2025-05-10\", \"eveneast: Merged 1 PR (#4520) related to documentation changes, specifically removing redundant wording in solana-v2.md (+1/-1 lines), while also opening another PR (#4516) for the same purpose. Maintained a consistent activity pattern with a total of 2 commits and modifications to 2 files (+2/-2 lines), focusing entirely on documentation work.\", \"2025-05-14T07:28:44.033Z\"]\n[\"0xbbjoker_day_2025-05-11\", \"0xbbjoker\", \"day\", \"2025-05-11\", \"0xbbjoker: Opened 1 PR (#4533) focused on adding missing extensions for migrations, modified 53 files with significant changes totaling +7393/-1369 lines, and maintained a consistent activity pattern with 4 commits today.\", \"2025-05-14T07:28:44.110Z\"]\n[\"lalalune_day_2025-05-11\", \"lalalune\", \"day\", \"2025-05-11\", \"lalalune: Made significant code changes by modifying 157 files, resulting in a net change of +9256/-11847 lines across 3 commits, with a primary focus on other work. Maintained a consistent activity pattern, being active every day.\", \"2025-05-14T07:28:44.181Z\"]\n[\"lalalune_day_2025-05-10\", \"lalalune\", \"day\", \"2025-05-10\", \"lalalune: Merged 1 PR (#4515 \\\"Shaw bugfixes\\\") with significant changes of +16994/-19402 lines, while modifying 198 files across 9 commits. The primary focus was on other work (44%) and bugfixes (33%), demonstrating consistent activity with a strong emphasis on code changes.\", \"2025-05-14T07:28:44.271Z\"]\n[\"Dahka2321_day_2025-05-11\", \"Dahka2321\", \"day\", \"2025-05-11\", \"Dahka2321: Merged 1 PR (#4527) to remove a broken release link in the changelog, making minor modifications of +1/-1 lines. Maintained a consistent activity pattern, focusing entirely on other work today.\", \"2025-05-14T07:28:44.556Z\"]\n[\"0xbbjoker_day_2025-05-10\", \"0xbbjoker\", \"day\", \"2025-05-10\", \"0xbbjoker: Opened 1 PR (#4518) focused on adding integration tests, while modifying 92 files with a significant code change of +6480/-10425 lines across 4 commits, primarily concentrating on other work (75%). Maintained a consistent activity pattern, contributing 2 approvals in reviews and leaving 4 comments on PRs.\", \"2025-05-14T07:28:44.681Z\"]\n[\"AndreaRettaroli_day_2025-05-11\", \"AndreaRettaroli\", \"day\", \"2025-05-11\", \"AndreaRettaroli: Created 1 issue today (#4528 \\\"Improve Eliza in TEE oasis\\\"), showing sporadic activity with no merged pull requests or code changes.\", \"2025-05-14T07:28:44.725Z\"]\n[\"ChristopherTrimboli_day_2025-05-11\", \"ChristopherTrimboli\", \"day\", \"2025-05-11\", \"ChristopherTrimboli: Merged 3 PRs in backend, including #4530 (+29/-27 lines), #4529 (+78/-31 lines), and a significant cleanup in #4524 (+71/-2213 lines), while modifying 14 files overall (+149/-176 lines). Maintained a consistent work pattern with a focus on other work (50%), bugfixes (25%), and refactoring (25%).\", \"2025-05-14T07:28:45.236Z\"]\n[\"ChristopherTrimboli_day_2025-05-10\", \"ChristopherTrimboli\", \"day\", \"2025-05-10\", \"ChristopherTrimboli: Opened 1 PR (#4514) focused on fixing direct/local node_modules imports on the CLI, modifying 2 files with a net change of +42/-5 lines. Maintained a consistent activity pattern with 2 commits dedicated entirely to bugfix work.\", \"2025-05-14T07:28:45.524Z\"]\n[\"BinaryBluePeach_day_2025-05-12\", \"BinaryBluePeach\", \"day\", \"2025-05-12\", \"BinaryBluePeach: Created 1 issue today (#4536 \\\"Cannot find module '@elizaos/core' or its corresponding type ...\\\"), showing sporadic activity with no merged pull requests or code changes.\", \"2025-05-14T20:41:04.779Z\"]\n[\"wtfsayo_day_2025-05-11\", \"wtfsayo\", \"day\", \"2025-05-11\", \"wtfsayo: Merged 3 PRs in backend, including #4531 \\\"fix: remove migrations\\\" (+0/-1286 lines) and modified 144 files with significant changes (+10290/-8058 lines) across 10 commits. Actively engaged with the community through 4 PR comments and 1 issue comment, maintaining a consistent work pattern.\", \"2025-05-14T07:28:45.584Z\"]\n[\"wtfsayo_day_2025-05-10\", \"wtfsayo\", \"day\", \"2025-05-10\", \"wtfsayo: Merged 3 PRs in backend, including #4519 \\\"feat: faster agent load when many agents\\\" (+484/-336 lines), and made significant code changes across 452 files (+7550/-15541 lines) with a focus on other work (54%). Consistently active with 28 commits today, demonstrating a strong commitment to ongoing development efforts.\", \"2025-05-14T07:28:45.625Z\"]\n[\"yungalgo_day_2025-05-10\", \"yungalgo\", \"day\", \"2025-05-10\", \"yungalgo: Opened 1 PR (#4517) focused on feature work, modified 16 files with a total of +1076/-304 lines across 16 commits, demonstrating consistent activity with a balanced focus on feature development (38%), other work (38%), and bug fixes (25%).\", \"2025-05-14T07:28:45.659Z\"]\n[\"coderabbitai[bot]_day_2025-05-12\", \"coderabbitai[bot]\", \"day\", \"2025-05-12\", \"coderabbitai[bot]: Made significant code changes by modifying 4 files with a total of +145/-41 lines, focusing entirely on feature work. Active today, maintaining a consistent work pattern with daily contributions.\", \"2025-05-14T20:41:04.382Z\"]\n[\"ChristopherTrimboli_day_2025-05-12\", \"ChristopherTrimboli\", \"day\", \"2025-05-12\", \"ChristopherTrimboli: Merged 1 PR (#4551) that removed the REST /ping for websocket status checks in the client, resulting in a code change of +104/-133 lines. Demonstrated consistent activity with a focus on tests and other work, modifying 6 files across 2 commits.\", \"2025-05-14T20:41:05.139Z\"]\n[\"yungalgo_day_2025-05-11\", \"yungalgo\", \"day\", \"2025-05-11\", \"yungalgo: Opened 1 PR (#4525) focused on \\\"ELIZA290/part-2-plugins-agent-cli-commands\\\" and modified 9 files with a total of +464/-108 lines, primarily concentrating on bugfix work (50%). Maintained a consistent activity pattern with 8 commits today.\", \"2025-05-14T07:28:46.079Z\"]\n[\"K1mc4n_day_2025-05-12\", \"K1mc4n\", \"day\", \"2025-05-12\", \"K1mc4n: Opened 1 pull request (#4542) to update the README_IND.md and made modifications to 2 files, contributing a total of +150/-1 lines. The work was evenly split between feature development and other tasks, demonstrating consistent activity with 2 commits today.\", \"2025-05-14T20:41:05.195Z\"]\n[\"imholders_day_2025-05-14\", \"imholders\", \"day\", \"2025-05-14\", \"imholders: Made minor code changes by modifying 1 file (+1/-1 lines) with a single commit, demonstrating consistent activity today.\", \"2025-05-14T20:41:03.764Z\"]\n[\"0xbbjoker_day_2025-05-12\", \"0xbbjoker\", \"day\", \"2025-05-12\", \"0xbbjoker: Merged 1 PR (#4552) addressing build issues for the Discord plugin and service mess, contributing +1077/-268 lines, while also opening a new PR (#4554) to add MySQL support. Made significant code changes across 70 files (+6600/-507 lines), with a primary focus on bug fixes (71%).\", \"2025-05-14T20:41:04.594Z\"]\n[\"ChristopherTrimboli_day_2025-05-14\", \"ChristopherTrimboli\", \"day\", \"2025-05-14\", \"ChristopherTrimboli: Reviewed 4 pull requests with 4 approvals, demonstrating active engagement in the review process. Overall, there were no merged pull requests or code changes today, indicating a focus on reviewing rather than contributing new code.\", \"2025-05-14T20:41:04.192Z\"]\n[\"ChristopherTrimboli_day_2025-05-13\", \"ChristopherTrimboli\", \"day\", \"2025-05-13\", \"ChristopherTrimboli: Merged 1 PR (#4571) with significant changes (+123/-94 lines) and is currently working on another PR (#4558) focused on creating a room API. He modified 11 files overall (+301/-251 lines) and has been consistently active with 4 commits today, primarily concentrating on feature work.\", \"2025-05-14T20:41:05.172Z\"]\n[\"HashWarlock_day_2025-05-13\", \"HashWarlock\", \"day\", \"2025-05-13\", \"HashWarlock: Merged 1 PR (#4572) addressing TEE updates for CI with significant changes of +381/-173 lines, while modifying 6 files with a total of +22/-16 lines across 4 commits. The work today was primarily focused on feature development (50%) and bug fixes (25%), demonstrating consistent activity.\", \"2025-05-14T20:41:05.618Z\"]\n[\"wtfsayo_day_2025-05-14\", \"wtfsayo\", \"day\", \"2025-05-14\", \"wtfsayo: Merged 3 PRs, including significant contributions with #4582 (+250/-157 lines) and #4577 (+225/-98 lines), while also opening PR #4578. Made extensive code changes across 158 files (+3998/-1824 lines) with a balanced focus on other work (50%) and bugfixes (21%).\", \"2025-05-14T20:41:05.768Z\"]\n[\"HarshModi2005_day_2025-05-13\", \"HarshModi2005\", \"day\", \"2025-05-13\", \"HarshModi2005: Opened 1 pull request (#4575 \\\"Issue 451\\\") and made significant code changes, modifying 34 files with a total of +6112/-1217 lines. The work was primarily focused on other tasks, demonstrating consistent activity with a single commit today.\", \"2025-05-14T20:41:06.257Z\"]\n[\"K1mc4n_day_2025-05-13\", \"K1mc4n\", \"day\", \"2025-05-13\", \"K1mc4n: Opened 2 issues (#4565 and #4561) and made significant code changes, modifying 1323 files with a total of +57892/-24516 lines across 2 commits, demonstrating a major refactoring effort. Active consistently, K1mc4n focused entirely on other work today.\", \"2025-05-14T20:41:03.838Z\"]\n[\"odilitime_day_2025-05-12\", \"odilitime\", \"day\", \"2025-05-12\", \"odilitime: Merged 1 PR (#4553 \\\"feat: plugin-specification submodule\\\") with a net change of +9/-8 lines, while also opening another PR (#4556 \\\"feat: improve db api\\\"). Made significant code changes across 11 files (+159/-63 lines) with a primary focus on other work (83%).\", \"2025-05-14T20:41:06.303Z\"]\n[\"Dahka2321_day_2025-05-14\", \"Dahka2321\", \"day\", \"2025-05-14\", \"Dahka2321: Opened 1 pull request (#4576) to fix an outdated link in changelog.md, making minor modifications to 1 file (+1/-1 lines). Maintained a consistent activity pattern, being active every day.\", \"2025-05-14T20:41:04.245Z\"]\n[\"samarth30_day_2025-05-12\", \"samarth30\", \"day\", \"2025-05-12\", \"samarth30: Opened 1 PR (#4550) focused on improving the rag system, while making significant code changes across 6 files (+1194/-32 lines) with a balanced emphasis on feature work and bug fixes. Maintained a consistent activity pattern, contributing through 5 commits today.\", \"2025-05-14T20:41:07.549Z\"]\n[\"rnkrtt_day_2025-05-12\", \"rnkrtt\", \"day\", \"2025-05-12\", \"rnkrtt: Opened 1 pull request (#4555) to fix a broken Quickstart link and made minor modifications to 1 file (+1/-1 lines), focusing entirely on bugfix work. Maintained a consistent activity pattern, being active every day.\", \"2025-05-14T20:41:06.046Z\"]\n[\"0xbbjoker_day_2025-05-13\", \"0xbbjoker\", \"day\", \"2025-05-13\", \"0xbbjoker: Merged 2 PRs (#4570 and #4559) with a total of +150/-57 lines, focusing primarily on bug fixes and type enforcement. Made significant code changes across 97 files (+7280/-882 lines) with a strong emphasis on bugfix work (62%).\", \"2025-05-14T20:41:04.650Z\"]\n[\"Samarthsinghal28_day_2025-05-13\", \"Samarthsinghal28\", \"day\", \"2025-05-13\", \"Samarthsinghal28: Opened 1 pull request (#4573) titled \\\"Added : Polygon Plugin\\\" but has not merged any PRs today. Active on 0 out of 1 days, showing sporadic activity during this period.\", \"2025-05-14T20:41:05.335Z\"]\n[\"Pronoss_day_2025-05-13\", \"Pronoss\", \"day\", \"2025-05-13\", \"Pronoss: Opened 1 pull request (#4563) to fix typos in `faq-and-support.md`, modified 1 file with a total of 2 lines changed (+2/-2), and maintained a consistent activity pattern by being active today.\", \"2025-05-14T20:41:07.087Z\"]\n[\"wtfsayo_day_2025-05-12\", \"wtfsayo\", \"day\", \"2025-05-12\", \"wtfsayo: Merged 5 PRs, including significant bug fixes in the bootstrap plugin (PR #4548: +95/-68 lines) and consistent environment naming for the project manager agent (PR #4549: +2/-2 lines). Made extensive code modifications across 234 files (+11,983/-15,712 lines), with a primary focus on other work (73%) and bugfixes (18%).\", \"2025-05-14T20:41:07.233Z\"]\n[\"harperaa_day_2025-05-12\", \"harperaa\", \"day\", \"2025-05-12\", \"harperaa: Merged 1 PR (#4537) focused on fixing an error associated with issue #4336, contributing +32/-4 lines, and commented on 3 issues. Consistently active with a total of 3 commits, modifying 3 files (+34/-5 lines) primarily for bugfix work.\", \"2025-05-14T20:41:05.796Z\"]\n[\"Y4NK33420_day_2025-05-13\", \"Y4NK33420\", \"day\", \"2025-05-13\", \"Y4NK33420: Opened 1 pull request (#4574) for \\\"Implement Polygon Gas Oracle Integration\\\" and modified 9 files with a total of 291 additions and 41 deletions, focusing entirely on other work. Maintained a consistent activity pattern, being active every day.\", \"2025-05-14T20:41:06.562Z\"]\n[\"coderabbitai[bot]_day_2025-05-13\", \"coderabbitai[bot]\", \"day\", \"2025-05-13\", \"coderabbitai[bot]: Made code changes by modifying 3 files with a net addition of 9 lines (+24/-15), focusing entirely on feature work. Active today, maintaining a consistent work pattern.\", \"2025-05-14T20:41:06.234Z\"]\n[\"yungalgo_day_2025-05-12\", \"yungalgo\", \"day\", \"2025-05-12\", \"yungalgo: Merged 1 PR (#4546) with a minor fix, while actively working on 4 open PRs related to CLI plugins and commands. Made significant code changes across 13 files, contributing a total of +1747/-654 lines, with a balanced focus on bug fixes, refactoring, tests, and other work.\", \"2025-05-14T20:41:08.346Z\"]\n[\"harperaa_day_2025-05-13\", \"harperaa\", \"day\", \"2025-05-13\", \"harperaa: Merged 1 pull request (#4557) addressing community manager settings with significant changes of +1158/-519 lines. Engaged with the project through 2 comments on pull requests, demonstrating sporadic activity today.\", \"2025-05-14T20:41:06.989Z\"]\n[\"samgermain_day_2025-05-13\", \"samgermain\", \"day\", \"2025-05-13\", \"samgermain: Created 1 issue today (#4562 \\\"Make a publish to npm\\\" (OPEN)), showing sporadic activity with no other contributions.\", \"2025-05-14T20:41:08.307Z\"]\n[\"imholders_day_2025-05-13\", \"imholders\", \"day\", \"2025-05-13\", \"imholders: Opened 1 pull request (#4567) to \\\"Add README_MY.md\\\" and modified 4 files with a total of 205 additions and 1 deletion across 2 commits, demonstrating consistent activity today.\", \"2025-05-14T20:41:07.777Z\"]\n[\"wtfsayo_day_2025-05-13\", \"wtfsayo\", \"day\", \"2025-05-13\", \"wtfsayo: Merged 3 PRs, including #4568 \\\"feat: support third-party plugin install\\\" (+413/-211 lines), and modified 128 files with a total of +3371/-1363 lines across 18 commits, demonstrating a strong focus on other work (61%) and tests (17%). Consistently active with daily contributions, emphasizing significant code changes and collaboration.\", \"2025-05-14T20:41:08.134Z\"]\n[\"yungalgo_day_2025-05-13\", \"yungalgo\", \"day\", \"2025-05-13\", \"yungalgo: Merged 1 PR (#4560) with significant changes (+1982/-896 lines) and modified 40 files across 7 commits, focusing on feature work, bug fixes, and refactoring. Maintained a consistent activity pattern, being active every day.\", \"2025-05-14T20:41:08.535Z\"]\n[\"tcm390_week_2025-05-11\", \"tcm390\", \"week\", \"2025-05-11\", \"tcm390: Merged 4 PRs this week, with significant work on fixing LLM response handling in #4608 (+6991/-942 lines) and improving message handling in #4589 (+270/-265 lines). Also addressed issues with LLM response parsing (#4580) and fixed a bug where senderName appeared as \\\"Unknown\\\" in the recentMessages provider (#4616). Created 2 issues related to Twitter functionality (both now closed) and provided 1 approval review.\", \"2025-05-18T23:08:34.496Z\"]\n[\"0xbbjoker_day_2025-05-14\", \"0xbbjoker\", \"day\", \"2025-05-14\", \"0xbbjoker: Merged 1 PR (#4581) addressing scope issues with a net change of +217/-98 lines, while modifying 68 files with a total of +6595/-891 lines across 6 commits. Demonstrated consistent activity with a balanced focus on feature and bugfix work.\", \"2025-05-14T20:41:04.276Z\"]\n[\"coderabbitai[bot]_day_2025-05-14\", \"coderabbitai[bot]\", \"day\", \"2025-05-14\", \"coderabbitai[bot]: Made code changes by modifying 1 file with a net addition of 5 lines (+12/-7), focusing entirely on feature work. Active today, maintaining a consistent work pattern.\", \"2025-05-14T20:41:04.856Z\"]\n[\"samarth30_day_2025-05-14\", \"samarth30\", \"day\", \"2025-05-14\", \"samarth30: Made significant code changes by modifying 70 files (+1926/-1658 lines) across 4 commits, with a primary focus on other work (75%) and feature work (25%). Actively engaged with the project, demonstrating consistent work patterns.\", \"2025-05-14T20:41:05.643Z\"]\n[\"tcm390_day_2025-05-14\", \"tcm390\", \"day\", \"2025-05-14\", \"tcm390: Merged 1 pull request (#4580) addressing LLM response parsing with code changes of +13/-9 lines, demonstrating consistent activity with 2 commits today. Focused entirely on code modifications, maintaining a steady contribution pattern.\", \"2025-05-14T20:41:05.744Z\"]\n[\"yungalgo_day_2025-05-14\", \"yungalgo\", \"day\", \"2025-05-14\", \"yungalgo: Opened 1 PR (#4583) related to the \\\"Eliza290/cli start command\\\" and modified 6 files with a total of 203 additions and 132 deletions across 4 commits, focusing primarily on other work (75%) and bugfix work (25%). Active today, maintaining a consistent work pattern.\", \"2025-05-14T20:41:06.407Z\"]\n[\"AlteredCode_week_2025-05-11\", \"AlteredCode\", \"week\", \"2025-05-11\", \"AlteredCode: Opened issue #4607 regarding multiple problems with the system not responding to mentions and failing to analyze certain content. No other activity this week.\", \"2025-05-18T23:08:18.065Z\"]\n[\"FancyFishok_week_2025-05-11\", \"FancyFishok\", \"week\", \"2025-05-11\", \"FancyFishok: Opened issue #4588 regarding difficulty getting their bot to detect Twitter activity. No other contributions or code changes this period.\", \"2025-05-18T23:08:20.372Z\"]\n[\"Freytes_week_2025-05-11\", \"Freytes\", \"week\", \"2025-05-11\", \"Freytes: Working on a Jupiter Swap plugin with one open PR (#4593) that involves substantial code changes (+3733/-36 lines across 61 files). Active on 3 days this week, making 5 commits primarily focused on code (65%) and configuration (24%) files.\", \"2025-05-18T23:08:21.217Z\"]\n[\"0xCardiE_week_2025-05-11\", \"0xCardiE\", \"week\", \"2025-05-11\", \"0xCardiE: Merged PR #4634 \\\"API - return ID of newly created agent\\\" with modest code changes (+174/-101 lines). Created issue #4632 regarding username changes on the leaderboard, which remains open. Activity was limited to a single day this week.\", \"2025-05-18T23:08:18.739Z\"]\n[\"ai16z-demirix_week_2025-05-11\", \"ai16z-demirix\", \"week\", \"2025-05-11\", \"ai16z-demirix: Worked on test improvements with two open PRs (#4604, #4605) focused on updating core package tests and fixing failing tests, modifying 7 files (+206/-215 lines) across 7 commits. Activity was concentrated on 2 days of the week, primarily focused on test files (57%) with some configuration changes (29%) and code modifications (14%).\", \"2025-05-18T23:08:25.251Z\"]\n[\"dizer-ti_week_2025-05-11\", \"dizer-ti\", \"week\", \"2025-05-11\", \"dizer-ti: Fixed a broken link to the ELIZA demo in the documentation with a single merged PR (#4597), making a small but helpful correction (+1/-1 lines).\", \"2025-05-18T23:08:26.606Z\"]\n[\"girinathchickoo_week_2025-05-11\", \"girinathchickoo\", \"week\", \"2025-05-11\", \"girinathchickoo: Opened one pull request (#4620 \\\"Feature/plugin blockend\\\") which remains under review. No other GitHub activity this period.\", \"2025-05-18T23:08:26.631Z\"]\n[\"github-advanced-security_week_2025-05-11\", \"github-advanced-security\", \"week\", \"2025-05-11\", \"github-advanced-security: Minimal activity this week with only one review comment provided. No PRs were opened or merged, no issues were created or commented on, and no code changes were made.\", \"2025-05-18T23:08:27.144Z\"]\n[\"dependabot[bot]_week_2025-05-11\", \"dependabot[bot]\", \"week\", \"2025-05-11\", \"dependabot[bot]: Made a single commit this week, modifying one file with 6 additions and 4 deletions. Activity was limited to a single day during this period.\", \"2025-05-18T23:08:25.434Z\"]\n[\"pengqiseven_week_2025-05-11\", \"pengqiseven\", \"week\", \"2025-05-11\", \"pengqiseven: Opened PR #4615 to fix typos in comments, modifying 5 files with minimal changes (+5/-5 lines). This was their only contribution during the period, with activity on just one day.\", \"2025-05-18T23:08:30.297Z\"]\n[\"monilpat_week_2025-05-11\", \"monilpat\", \"week\", \"2025-05-11\", \"monilpat: Contributed through code reviews this week, completing 4 reviews with 3 approvals and 1 change request. No other GitHub activity was recorded during this period.\", \"2025-05-18T23:08:29.881Z\"]\n[\"madjin_week_2025-05-11\", \"madjin\", \"week\", \"2025-05-11\", \"madjin: Focused on documentation work this week, merging a substantial PR #4586 \\\"chore: update docs\\\" that modified 323 files with +30,234/-35,364 lines of changes. Created issue #4143 for testing CLI commands in documentation and provided one review comment on another PR. Active on just 2 days this week, with 98% of changes affecting documentation files.\", \"2025-05-18T23:08:29.586Z\"]\n[\"FancyFishok_day_2025-05-15\", \"FancyFishok\", \"day\", \"2025-05-15\", \"FancyFishok: Created 1 issue today (#4588 \\\"I can't get my bot to detect my twitter activity\\\" (OPEN)), showing sporadic activity with no merged pull requests or code changes.\", \"2025-05-18T23:07:40.854Z\"]\n[\"AlteredCode_day_2025-05-16\", \"AlteredCode\", \"day\", \"2025-05-16\", \"AlteredCode: Created 1 issue today (#4607 \\\"Multiple issues - Not responding to mentions, not analyzing i...\\\") and showed sporadic activity, being active on only 1 out of 1 days this period.\", \"2025-05-18T23:07:41.052Z\"]\n[\"Freytes_day_2025-05-15\", \"Freytes\", \"day\", \"2025-05-15\", \"Freytes: Opened 1 PR (#4593 \\\"wip: Plugin-Jupiter Swap\\\") and made significant code changes, modifying 43 files with a total of +2848/-28 lines across 3 commits, demonstrating a consistent work pattern.\", \"2025-05-18T23:07:41.179Z\"]\n[\"BinaryBluePeach_day_2025-05-15\", \"BinaryBluePeach\", \"day\", \"2025-05-15\", \"BinaryBluePeach: Opened 1 pull request (#4606 \\\"recovery\\\") and made 1 comment on a pull request. The activity reflects sporadic engagement, being active on only 1 out of the last 1 days.\", \"2025-05-18T23:07:41.242Z\"]\n[\"lalalune_day_2025-05-16\", \"lalalune\", \"day\", \"2025-05-16\", \"lalalune: Opened 1 pull request (#4609) to merge Spartan changes and made modifications to 1 file, focusing entirely on bugfix work with a net change of +1/-1 lines. Active today, maintaining a consistent work pattern.\", \"2025-05-18T23:07:41.267Z\"]\n[\"HarshModi2005_day_2025-05-16\", \"HarshModi2005\", \"day\", \"2025-05-16\", \"HarshModi2005: Engaged in a major refactoring effort, modifying 15 files with a total of -3525 lines across 4 commits, and provided 1 review comment. Maintained a consistent activity pattern, being active every day.\", \"2025-05-18T23:07:41.289Z\"]\n[\"ChristopherTrimboli_day_2025-05-15\", \"ChristopherTrimboli\", \"day\", \"2025-05-15\", \"ChristopherTrimboli: Merged 2 PRs, including #4599 which addressed core importability issues with a total of +195/-169 lines modified, and completed 6 reviews with all approvals. Focused primarily on bugfix work, contributing to 6 files with 3 commits today.\", \"2025-05-18T23:07:41.311Z\"]\n[\"madjin_day_2025-05-14\", \"madjin\", \"day\", \"2025-05-14\", \"madjin: Made significant code changes by modifying 295 files, resulting in a net change of +14,559/-17,952 lines, with a primary focus on other work. Maintained a consistent activity pattern, being active on 1 out of 1 days.\", \"2025-05-18T23:07:41.332Z\"]\n[\"0xbbjoker_day_2025-05-16\", \"0xbbjoker\", \"day\", \"2025-05-16\", \"0xbbjoker: Merged 1 PR (#4612) addressing linter errors in the DB adapter (+75/-63 lines) and opened 2 new feature PRs (#4611, #4614). Made significant code changes across 11 files (+196/-90 lines), with a primary focus on bug fixes (75%).\", \"2025-05-18T23:07:41.438Z\"]\n[\"ai16z-demirix_day_2025-05-12\", \"ai16z-demirix\", \"day\", \"2025-05-12\", \"ai16z-demirix: Made significant code changes by modifying 5 files with a total of +171/-213 lines, primarily focusing on tests work (80%). Maintained a consistent activity pattern, being active every day.\", \"2025-05-18T23:07:41.461Z\"]\n[\"BinaryBluePeach_day_2025-05-13\", \"BinaryBluePeach\", \"day\", \"2025-05-13\", \"BinaryBluePeach: Commented on 2 issues and modified 2 files with a total of 2 lines of code changed, maintaining a consistent activity pattern with daily contributions.\", \"2025-05-18T23:07:41.650Z\"]\n[\"Freytes_day_2025-05-16\", \"Freytes\", \"day\", \"2025-05-16\", \"Freytes: Made significant code changes by modifying 11 files, resulting in a net addition of 419 lines of code, with a primary focus on other work. Maintained a consistent activity pattern, being active every day.\", \"2025-05-18T23:07:41.652Z\"]\n[\"0xbbjoker_day_2025-05-15\", \"0xbbjoker\", \"day\", \"2025-05-15\", \"0xbbjoker: Merged 4 PRs, including significant bug fixes in the messaging API (PR #4594: +242/-223 lines) and topics project starter (PR #4602: +18/-192 lines), while also opening 2 new PRs focused on integration tests and client build fixes. Made extensive code changes across 155 files (+13,596/-2,434 lines) with a primary focus on bugfix work (55%) and feature development (36%).\", \"2025-05-18T23:07:41.677Z\"]\n[\"monilpat_day_2025-05-16\", \"monilpat\", \"day\", \"2025-05-16\", \"monilpat: Engaged in code reviews with a total of 2 reviews (1 approval and 1 change request), demonstrating sporadic activity today.\", \"2025-05-18T23:07:41.901Z\"]\n[\"dependabot[bot]_day_2025-05-15\", \"dependabot[bot]\", \"day\", \"2025-05-15\", \"dependabot[bot]: Modified 1 file with a net change of +6/-4 lines, demonstrating consistent activity today. The primary focus was on other work, maintaining a steady presence with daily contributions.\", \"2025-05-18T23:07:42.264Z\"]\n[\"tcm390_day_2025-05-16\", \"tcm390\", \"day\", \"2025-05-16\", \"tcm390: Merged 1 PR (#4608) focused on bug fixes, contributing a significant amount of code changes (+6991/-942 lines) across 52 modified files. Maintained a consistent activity pattern with 2 commits today.\", \"2025-05-18T23:07:42.383Z\"]\n[\"Y4NK33420_day_2025-05-15\", \"Y4NK33420\", \"day\", \"2025-05-15\", \"Y4NK33420: Made significant code changes by modifying 11 files with a total of +2066/-58 lines across 2 commits, focusing equally on bugfix work and other tasks. Additionally, contributed to the review process with 1 comment on a pull request.\", \"2025-05-18T23:07:42.401Z\"]\n[\"HarshModi2005_day_2025-05-15\", \"HarshModi2005\", \"day\", \"2025-05-15\", \"HarshModi2005: Made significant code changes by modifying 51 files with a total of +6689/-1880 lines, focusing equally on refactoring work and other tasks. Active today with 2 commits, demonstrating a consistent work pattern.\", \"2025-05-18T23:07:42.508Z\"]\n[\"ai16z-demirix_day_2025-05-15\", \"ai16z-demirix\", \"day\", \"2025-05-15\", \"ai16z-demirix: Opened 2 PRs (#4605 and #4604) focusing on fixing failing tests and updating core package tests, while modifying 2 files with a net change of +35/-2 lines. Maintained a consistent activity pattern, dedicating equal effort to tests and other work.\", \"2025-05-18T23:07:42.711Z\"]\n[\"wtfsayo_day_2025-05-16\", \"wtfsayo\", \"day\", \"2025-05-16\", \"wtfsayo: Opened 1 pull request (#4613) focused on adding a local AI CI test, while making significant code changes by modifying 44 files (+1140/-510 lines) with a primary focus on other work (54%) and tests (31%). Active today with 13 commits, demonstrating a consistent work pattern.\", \"2025-05-18T23:07:42.851Z\"]\n[\"yungalgo_day_2025-05-16\", \"yungalgo\", \"day\", \"2025-05-16\", \"yungalgo: Merged 1 PR (#4610 \\\"Eliza290/cli command env\\\") with significant changes of +388/-86 lines, focusing primarily on bugfix work (44%). Demonstrated consistent activity with 9 commits across 9 modified files, maintaining a balanced approach between code and documentation contributions.\", \"2025-05-18T23:07:43.007Z\"]\n[\"dizer-ti_day_2025-05-15\", \"dizer-ti\", \"day\", \"2025-05-15\", \"dizer-ti: Merged 1 PR (#4597) with a documentation fix for a broken link to the ELIZA demo (+1/-1 lines), demonstrating consistent activity with a focus on bugfix work in documentation.\", \"2025-05-18T23:07:43.119Z\"]\n[\"github-advanced-security_day_2025-05-15\", \"github-advanced-security\", \"day\", \"2025-05-15\", \"github-advanced-security: Engaged in the review process with 1 total review, providing 1 comment but no approvals or change requests. Activity was sporadic, with no code changes or contributions to issues or pull requests today.\", \"2025-05-18T23:07:43.356Z\"]\n[\"tcm390_day_2025-05-15\", \"tcm390\", \"day\", \"2025-05-15\", \"tcm390: Merged 1 PR (#4589) focused on ensuring that onComplete is always called in messageReceived, contributing a total of +270/-265 lines across 2 modified files. Demonstrated consistent activity with a balanced focus on feature work and other tasks.\", \"2025-05-18T23:07:43.994Z\"]\n[\"odilitime_day_2025-05-15\", \"odilitime\", \"day\", \"2025-05-15\", \"odilitime: Opened 1 pull request (#4587 \\\"0.29.19\\\") and modified 4 files with a net change of +8/-6 lines across 4 commits, demonstrating consistent activity with a focus on other work.\", \"2025-05-18T23:07:44.032Z\"]\n[\"wtfsayo_day_2025-05-15\", \"wtfsayo\", \"day\", \"2025-05-15\", \"wtfsayo: Merged 1 pull request (#4600) with a focus on fixing client chat ignore (+6/-1 lines) and made significant code changes across 53 files (+6842/-917 lines) through 7 commits, primarily addressing bug fixes and other work. Maintained a consistent activity pattern, being active every day.\", \"2025-05-18T23:07:44.420Z\"]\n[\"madjin_day_2025-05-15\", \"madjin\", \"day\", \"2025-05-15\", \"madjin: Merged 1 pull request (#4586 \\\"chore: update docs\\\") with significant changes of +30234/-35364 lines, while also creating 1 issue (#4143 \\\"chore: Test every command in docs cli section\\\") that has been closed. Made modifications to 28 files with a total of +1304/-768 lines across 11 commits, demonstrating a consistent work pattern focused primarily on documentation.\", \"2025-05-18T23:07:44.805Z\"]\n[\"yungalgo_day_2025-05-15\", \"yungalgo\", \"day\", \"2025-05-15\", \"yungalgo: Merged 2 PRs (#4592 and #4591) with significant contributions totaling +6726/-894 lines, while modifying 22 files across 15 commits. The work primarily focused on other tasks (60%) and bug fixes (27%), demonstrating consistent activity with an average PR complexity of +216/-156 lines.\", \"2025-05-18T23:07:45.127Z\"]"
}