{
  "date_generated_for": "2025-05-17",
  "ai_news_elizaos_discord_md_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# elizaOS Discord - 2025-05-16\n\n## Overall Discussion Highlights\n\n### ElizaOS v2 Release\n- Shaw teased ElizaOS v2 about a week ago with a May shipping timeline, making it \"quite imminent\"\n- This was later confirmed by a tweet from Shaw\n- Some users reported that v2 is more difficult to set up compared to earlier versions\n- Significant technical discussions around proper agent configuration, particularly regarding plugin integration\n\n### Ecosystem Growth\n- ElizaOS v1 has become a framework used by at least 10 AI agent launchpads across different blockchains (Base, Near, Solana, Hyperliquid, Sui)\n- This growth pattern is similar to how Uniswap v2 became a standard that was widely forked\n- Several DeFAI (Decentralized Finance AI) projects are emerging in the ElizaOS ecosystem, including ProAgentAI and Kudo Network\n\n### Technical Implementations\n- Users discussed implementation issues with plugins (Discord, Telegram), authentication, and agent configuration\n- Jin shared an AI-generated daily briefing system they've developed, which aggregates information from GitHub\n- The system provides context for agents to stay in sync with users and includes AI news shows highlighting development updates\n- Discussions about building transactions for the auto.fun platform revealed developers can build transactions directly without necessarily needing the program IDL\n\n### Token Discussions\n- Users discussed potential market valuations for tokens named \"Eli\" and \"Eddy,\" with estimates ranging from 50-500 million depending on market conditions\n- Questions about the process for launching verified tokens for AI developers\n- Mentions of a potential collaboration between ai16z and COM (comput3), with discussions of a COM/SOL pool on Raydium\n\n## Key Questions & Answers\n\n**Q: Is ElizaOS v2 close to release?** (asked by abhi_ironman)  \nA: Yes, Shaw teased it a week ago with a May shipping timeline, and later confirmed it's coming soon (answered by xell0x)\n\n**Q: What are the limitations of ElizaOS v1?** (asked by Osint)  \nA: It's been basic LLM stuff, too limiting for widespread agent adoption (answered by xell0x)\n\n**Q: Is there any DeFAI in Eliza Eco?** (asked by Dive or Die)  \nA: Yes, there are lots of DeFAI focused builders, including ProAgentAI and Kudo Network (answered by Kenk)\n\n**Q: How can I add telegram plugin to eliza os?** (asked by spec)  \nA: \"I used this in setting up: https://github.com/elizaos-plugins/client-telegram\" (answered by gelgit.eth)\n\n**Q: Am I right I can launch agent in auto fun?** (asked by ɱɑყɑɱɑεʂƚɾ)  \nA: It's not a low-code agent creation tool yet, but if you have an agent you can launch a token with auto.fun and are able to deploy it to the UI using the agent subsection (answered by Kenk)\n\n**Q: I'd like to know if you have an api/sdk available** (asked by youuoycollection)  \nA: Everything is onchain friend (answered by vas)\n\n**Q: Is it working like this? I can built the tx and just send it? I don't need the program idl to do it?** (asked by youuoycollection)  \nA: You don't need the program idl but the idl is also public on GitHub (answered by vas)\n\n## Community Help & Collaboration\n\n### Plugin Integration Support\n- **Helper:** gelgit.eth | **Helpee:** spec\n- **Context:** Adding Telegram plugin to ElizaOS\n- **Resolution:** Shared GitHub repository link for client-telegram\n\n### Agent Setup Guidance\n- **Helper:** scooter8992 | **Helpee:** Community\n- **Context:** Starting an org with Eddy agent\n- **Resolution:** Provided detailed steps including git checkout, build commands, and environment setup\n- **Additional Help:** Pointed out crucial \"bun run build\" step needed before starting\n\n### Platform Capabilities Clarification\n- **Helper:** Kenk | **Helpee:** ɱɑყɑɱɑεʂƚɾ\n- **Context:** User wanted to create an agent on auto.fun but misunderstood the platform's capabilities\n- **Resolution:** Explained that auto.fun isn't yet a low-code agent creation tool but directed user to eliza.how for quickstart guide\n\n### Transaction Building Guidance\n- **Helper:** vas | **Helpee:** youuoycollection\n- **Context:** User needed to understand how to build an application that can launch on the website\n- **Resolution:** Explained that transactions can be built and sent directly to the program with metadata, and that the IDL is available on GitHub\n\n### Repository Creation Help\n- **Helper:** Osint | **Helpee:** MonteCrypto\n- **Context:** How developers can create their own repo\n- **Resolution:** Explained the process similar to .is_a_dev domain (clone, add domain, push back)\n\n## Action Items\n\n### Technical\n- **Fix username caching issue in direct client** - Username is cached and not updating properly when sending different usernames (Mentioned by scooter8992)\n- **Resolve plugin integration issues** - Custom Discord plugin not properly integrating with agent configuration (Mentioned by scooter8992)\n- **Fix agent registration problem** - Agent successfully launches but doesn't register in interface (Mentioned by scooter8992)\n- **Implement token usage limitation** - Configure response length and max tokens properly (Mentioned by scooter8992)\n- **Create a list of AI agent launchpads using ElizaOS** - Document platforms that have forked or built on ElizaOS framework (Mentioned by Osint)\n- **Develop step-by-step guide for developers to create their own repo** - Similar to .is_a_dev domain process (Mentioned by MonteCrypto)\n\n### Documentation\n- **Update \"Eliza World\" documentation** - Create comprehensive list of projects in the ecosystem (Mentioned by Osint)\n- **Create tutorial for manual installation of custom characters** - Current documentation doesn't apply to v2, causing confusion (Mentioned by scooter8992)\n- **Update documentation on plugin extension** - Clarify whether to extend Plugin or StarterPlugin (Mentioned by scooter8992)\n- **Provide clearer documentation on agent creation process** - Users are confused about how to create agents with existing tokens (Mentioned by ɱɑყɑɱɑεʂƚɾ)\n- **Create documentation about the verified token launch process** - Process for launching verified tokens is not clearly documented (Mentioned by frank_grimes_sr)\n\n### Feature\n- **Improve jin's AI news system to dig deeper into topics** - Current system provides good overview but could explore topics in more depth (Mentioned by jin)\n- **Expand jin's framework to include crypto AI ecosystem information** - Add data about new AI projects, their focus areas and technologies (Mentioned by Osint)\n- **Implement IP traffic control for deployed instances** - Need mechanism to control inbound IP traffic on Railway deployments (Mentioned by scooter8992)\n- **Create a more accessible low-code agent creation tool** - Current system requires coding skills which some users lack (Mentioned by ɱɑყɑɱɑεʂƚɾ)\n- **Develop a more user-friendly interface for non-technical users** - Users without coding skills need easier ways to create agents (Mentioned by ɱɑყɑɱɑεʂƚɾ)"
  },
  "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_dev_md_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# elizaOS Development Discord - 2025-05-16\n\n## Overall Discussion Highlights\n\n### LinkedIn Automation\n- A user inquired about LinkedIn automation tools similar to ElizaOS, specifically for commenting on others' posts with personality features\n- There may have been a LinkedIn client in version 0.x, though this wasn't confirmed\n- Browser-based automation tools were suggested as an alternative, though the user found them less reliable than desired\n\n### Token Limitation & API Configuration\n- Extensive troubleshooting session regarding token limitations when using OpenRouter's free tier\n- User encountered persistent issues with the system defaulting to 8192 tokens despite configuration attempts to limit to 512 tokens\n- Multiple model alternatives were suggested when original choices returned errors\n- The discussion highlighted challenges with free tier API usage and proper configuration of character JSON files\n\n### Local Knowledge Processing\n- Clarification that the folder2knowledge command works with the default mxbai-embed-large model through Ollama locally\n- No need for OpenAI or Anthropic API keys for this functionality\n\n## Key Questions & Answers\n\n**Q: Does anyone know of something like ElizaOS but for LinkedIn?**  \nA: There might have been a LinkedIn client in version 0.x. Browser-use tools could accomplish this, though they may lack personality features.\n\n**Q: If I want to use the folder2knowledge command to create a character, do I need an OpenAI or Anthropic API?**  \nA: No, the folder2knowledge command works with the default mxbai-embed-large model through Ollama locally.\n\n**Q: Can I limit max_tokens so my AI doesn't fail?**  \nA: Yes, you can set max_tokens in your character config or use the RESPONSE_LENGTH env var as a global limit.\n\n**Q: Is there any free AI API keys that you recommend using for my agent?**  \nA: Consider Mistral's free tier, Ollama's local models, or OpenRouter's free quotas, but be cautious of reliability and data privacy with free options.\n\n## Community Help & Collaboration\n\n### OpenRouter Configuration Troubleshooting\n- **Helper:** Ruby\n- **Helpee:** Ramiroo\n- **Context:** User struggling with token limitations and model selection on OpenRouter's free tier\n- **Resolution:** Ruby provided multiple configuration approaches including:\n  - Adding max_tokens settings in both character JSON and .env file\n  - Suggesting alternative models when original choices returned errors\n  - Explaining proper JSON structure for Twitter API configuration\n  - Confirming correct syntax for character configuration\n\n### LinkedIn Automation Inquiry\n- **Helper:** sayonara\n- **Helpee:** aith\n- **Context:** Looking for LinkedIn automation tool for commenting on posts with personality features\n- **Resolution:** Partial - suggested browser-use tools and possible existence of a LinkedIn client in version 0.x\n\n## Action Items\n\n### Technical\n- Verify if useEnvParameters is set to true in character config to ensure environment variables are loaded (Mentioned by Ruby)\n- Try adding max_tokens in both modelSettings and parameters fields to override default token limits (Mentioned by Ruby)\n- Consider implementing rate limiting for free API usage (Mentioned by Ruby)\n- Reconsider crypto evangelist prompt that might trigger content filters (Mentioned by Ruby)\n\n### Documentation\n- Document the correct model names for OpenRouter's free tier as they change over time (Mentioned by Ruby)\n\n### Feature Requests\n- LinkedIn automation tool with personality features similar to Eliza characters for commenting on LinkedIn posts (Mentioned by aith)"
  },
  "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_daily_json_2025-05-16": {
    "filename": "2025-05-16.json",
    "content": {
      "type": "elizaosDailySummary",
      "title": "Daily Report - 2025-05-16",
      "categories": [
        {
          "title": "Summary for completed_items",
          "content": [
            {
              "text": "Several pull requests were recently completed in the elizaOS/eliza repository. Three bugfixes were merged: PR #4603 addressed hallucination issues in replies, PR #4597 fixed a broken link to the ELIZA demo (changing ai16z to elizaos), and PR #4608 modified the reply action to skip LLM calls when existing REPLY responses are found. Additionally, two CLI-related updates were completed: PR #4592 merged updates to the CLI into the update command, and PR #4610 implemented CLI command environment functionality.",
              "sources": [
                "https://github.com/elizaOS/eliza/pull/4603",
                "https://github.com/elizaOS/eliza/pull/4597",
                "https://github.com/elizaOS/eliza/pull/4592",
                "https://github.com/elizaOS/eliza/pull/4610",
                "https://github.com/elizaOS/eliza/pull/4608"
              ],
              "images": [],
              "videos": []
            }
          ],
          "topic": "completed_items"
        },
        {
          "title": "Pull Requests for the repository",
          "repository_name": "elizaOS/eliza",
          "content": [
            {
              "text": "Four pull requests are currently open in the elizaOS/eliza repository:\n\n1. PR #4609: Merge Spartan changes (by lalalune)\n2. PR #4613: chore: add local ai ci test (by wtfsayo)\n3. PR #4610: Eliza290/cli command env (by yungalgo)\n4. PR #4592: Eliza290/cli merge update cli into update command (by yungalgo)",
              "sources": [
                "https://github.com/elizaOS/eliza/pull/4609",
                "https://github.com/elizaOS/eliza/pull/4613",
                "https://github.com/elizaOS/eliza/pull/4610",
                "https://github.com/elizaOS/eliza/pull/4592"
              ],
              "images": [
                "https://opengraph.githubassets.com/1/elizaOS/eliza/pull/4609",
                "https://opengraph.githubassets.com/1/elizaOS/eliza/pull/4613",
                "https://opengraph.githubassets.com/1/elizaOS/eliza/pull/4610",
                "https://opengraph.githubassets.com/1/elizaOS/eliza/pull/4592"
              ],
              "videos": []
            }
          ],
          "topic": "pull_request"
        },
        {
          "title": "Summary for github_summary",
          "content": [
            {
              "text": "From May 16-17, 2025, the GitHub repository elizaos/eliza saw 6 new pull requests with 5 of them being merged, 1 new issue, and had 14 active contributors working on the project.",
              "sources": [
                "githubStatsSummary"
              ],
              "images": [],
              "videos": []
            }
          ],
          "topic": "github_summary"
        },
        {
          "title": "Issues for the repository",
          "repository_name": "elizaOS/eliza",
          "content": [
            {
              "text": "Issue #4607 reports multiple problems with the elizaOS system: not responding to mentions, not analyzing images, and npx elizaos plugins commands not working. The issue was opened by user AlteredCode.",
              "sources": [
                "https://github.com/elizaOS/eliza/issues/4607"
              ],
              "images": [],
              "videos": []
            }
          ],
          "topic": "issue"
        },
        {
          "title": "Summary for Misceleanous",
          "content": [
            {
              "text": "The source provides information about the top contributors for the elizaOS/eliza GitHub repository. However, no specific details about the contributors or their contributions are provided in the source text.",
              "sources": [],
              "images": [],
              "videos": []
            }
          ],
          "topic": "Misceleanous"
        }
      ],
      "date": 1747353600
    }
  },
  "ai_news_elizaos_daily_md_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# Daily Report - 2025-05-16\n\n## Completed Items\n\n- Several pull requests were recently completed in the elizaOS/eliza repository\n- Three bugfixes were merged:\n  - PR #4603 addressed hallucination issues in replies\n  - PR #4597 fixed a broken link to the ELIZA demo (changing ai16z to elizaos)\n  - PR #4608 modified the reply action to skip LLM calls when existing REPLY responses are found\n- Two CLI-related updates were completed:\n  - PR #4592 merged updates to the CLI into the update command\n  - PR #4610 implemented CLI command environment functionality\n- Sources: https://github.com/elizaOS/eliza/pull/4603, https://github.com/elizaOS/eliza/pull/4597, https://github.com/elizaOS/eliza/pull/4592, https://github.com/elizaOS/eliza/pull/4610, https://github.com/elizaOS/eliza/pull/4608\n\n## Pull Requests for elizaOS/eliza\n\n- Four pull requests are currently open:\n  - PR #4609: Merge Spartan changes (by lalalune)\n  - PR #4613: chore: add local ai ci test (by wtfsayo)\n  - PR #4610: Eliza290/cli command env (by yungalgo)\n  - PR #4592: Eliza290/cli merge update cli into update command (by yungalgo)\n- Sources: https://github.com/elizaOS/eliza/pull/4609, https://github.com/elizaOS/eliza/pull/4613, https://github.com/elizaOS/eliza/pull/4610, https://github.com/elizaOS/eliza/pull/4592\n\n## GitHub Summary\n\n- From May 16-17, 2025, the elizaos/eliza repository saw:\n  - 6 new pull requests with 5 of them being merged\n  - 1 new issue\n  - 14 active contributors working on the project\n- Sources: githubStatsSummary\n\n## Issues for elizaOS/eliza\n\n- Issue #4607 reports multiple problems with the elizaOS system:\n  - Not responding to mentions\n  - Not analyzing images\n  - npx elizaos plugins commands not working\n- The issue was opened by user AlteredCode\n- Sources: https://github.com/elizaOS/eliza/issues/4607\n\n## Miscellaneous\n\n- Information about top contributors for the elizaOS/eliza GitHub repository is available"
  },
  "ai_news_elizaos_daily_discord_json_2025-05-16": {
    "filename": "2025-05-16.json",
    "content": {
      "server": "elizaOS",
      "title": "elizaOS Discord - 2025-05-16",
      "date": 1747353600,
      "stats": {
        "totalMessages": 331,
        "totalUsers": 32
      },
      "categories": [
        {
          "channelId": "1253563209462448241",
          "channelName": "discussion",
          "summary": "# Analysis of \"discussion\" Discord Channel\n\n## 1. Summary\nThe discussion primarily revolves around ElizaOS v2, which appears to be nearing release. According to xell0x, Shaw teased v2 about a week ago with a May shipping timeline, making it \"quite imminent.\" This was later confirmed by a tweet from Shaw. Osint draws parallels between ElizaOS and Uniswap, suggesting ElizaOS v1 has become a framework used by at least 10 AI agent launchpads across different blockchains (Base, Near, Solana, Hyperliquid, Sui), similar to how Uniswap v2 became a standard that was widely forked. Jin shared an AI-generated daily briefing system they've developed, which aggregates information from GitHub, providing context for agents to stay in sync with users. The system includes AI news shows that highlight development updates. There was also discussion about DeFAI (Decentralized Finance AI) projects in the ElizaOS ecosystem, with Kenk sharing demos of ProAgentAI and Kudo Network. Some users discussed a potential collaboration between ai16z and COM (comput3), with mentions of a COM/SOL pool on Raydium.\n\n## 2. FAQ\nQ: Is ElizaOS v2 close to release? (asked by abhi_ironman) A: Yes, Shaw teased it a week ago with a May shipping timeline, and later confirmed it's coming soon (answered by xell0x)\nQ: What are the limitations of ElizaOS v1? (asked by Osint (aka not_a_dev_ai)) A: It's been basic LLM stuff, too limiting for widespread agent adoption (answered by xell0x)\nQ: Is there any DeFAI in Eliza Eco? (asked by Dive or Die) A: Yes, there are lots of DeFAI focused builders, including ProAgentAI and Kudo Network (answered by Kenk)\nQ: When ai16z/com pool announcement? (asked by Spyros) A: Anyone can make an ai16z/com pool on meteora or raydium (answered by Osint (aka not_a_dev_ai))\n\n## 3. Help Interactions\nHelper: xell0x | Helpee: abhi_ironman | Context: Uncertainty about ElizaOS v2 release timeline | Resolution: Provided information about Shaw's recent comments and pointed to announcements channel for confirmation\nHelper: Kenk | Helpee: Dive or Die | Context: Question about DeFAI projects in ElizaOS ecosystem | Resolution: Shared links to two recent DeFAI demos (ProAgentAI and Kudo Network)\nHelper: Osint (aka not_a_dev_ai) | Helpee: MonteCrypto | Context: How developers can create their own repo | Resolution: Explained the process similar to .is_a_dev domain (clone, add domain, push back)\nHelper: Spyros | Helpee: MonteCrypto | Context: Connecting with COM team | Resolution: Suggested joining their Discord to talk with nedos (the founder)\n\n## 4. Action Items\nTechnical: Create a list of AI agent launchpads using ElizaOS | Description: Document platforms that have forked or built on ElizaOS framework | Mentioned By: Osint (aka not_a_dev_ai)\nTechnical: Develop step-by-step guide for developers to create their own repo | Description: Similar to .is_a_dev domain process (clone, add domain, push back) | Mentioned By: MonteCrypto\nFeature: Improve jin's AI news system to dig deeper into topics | Description: Current system provides good overview but could explore topics in more depth | Mentioned By: jin\nFeature: Expand jin's framework to include crypto AI ecosystem information | Description: Add data about new AI projects, their focus areas and technologies | Mentioned By: Osint (aka not_a_dev_ai)\nDocumentation: Update \"Eliza World\" documentation | Description: Create comprehensive list of projects in the ecosystem | Mentioned By: Osint (aka not_a_dev_ai)",
          "messageCount": 223,
          "userCount": 18
        },
        {
          "channelId": "1300025221834739744",
          "channelName": "💻-coders",
          "summary": "# Discord Chat Analysis for 💻-coders Channel\n\n## 1. Summary:\nThe chat primarily focused on ElizaOS implementation issues. Users encountered problems with plugins (Discord, Telegram), authentication, agent configuration, and deployment. Key technical discussions included: controlling authentication on message endpoints, importing plugins correctly, troubleshooting agent registration issues, and extending plugins properly. Several users reported issues with the v2 version being difficult to set up compared to earlier versions. The conversation revealed confusion around proper agent configuration, particularly regarding plugin integration and proper formatting of configuration files. Users also discussed token limitations with API providers like OpenRouter and how to limit token usage in responses.\n\n## 2. FAQ:\nQ: How do we control auth on our message endpoint? (asked by scooter8992) A: Unanswered\nQ: How can I add telegram plugin to eliza os? (asked by spec) A: I used this in setting up: https://github.com/elizaos-plugins/client-telegram (answered by gelgit.eth)\nQ: How can I import the discord plugin? (asked by scooter8992) A: Unanswered\nQ: How to access agent's previous message in action handler? (asked by scooter8992) A: Unanswered\nQ: Is a \"name\" property required in the agent configuration? (asked by scooter8992) A: Unanswered\nQ: What is the method for getting a custom plugin or plugin extension into your agent's plugin array? (asked by scooter8992) A: Unanswered\nQ: How do we control auth or IP traffic on our message endpoint from our deployed Eliza instances? (asked by scooter8992) A: Unanswered\nQ: Is there any site that offers free unlimited API keys? (asked by scooter8992) A: Unanswered\n\n## 3. Help Interactions:\nHelper: gelgit.eth | Helpee: spec | Context: Adding Telegram plugin to ElizaOS | Resolution: Shared GitHub repository link for client-telegram\nHelper: scooter8992 | Helpee: Community | Context: Starting an org with Eddy agent | Resolution: Provided detailed steps including git checkout, build commands, and environment setup\nHelper: scooter8992 | Helpee: Community | Context: Missing step in setup process | Resolution: Pointed out crucial \"bun run build\" step needed before starting\n\n## 4. Action Items:\nTechnical: Fix username caching issue in direct client | Description: Username is cached and not updating properly when sending different usernames | Mentioned By: scooter8992\nTechnical: Resolve plugin integration issues | Description: Custom Discord plugin not properly integrating with agent configuration | Mentioned By: scooter8992\nTechnical: Fix agent registration problem | Description: Agent successfully launches but doesn't register in interface | Mentioned By: scooter8992\nTechnical: Implement token usage limitation | Description: Configure response length and max tokens properly | Mentioned By: scooter8992\nDocumentation: Create tutorial for manual installation of custom characters | Description: Current documentation doesn't apply to v2, causing confusion | Mentioned By: scooter8992\nDocumentation: Update documentation on plugin extension | Description: Clarify whether to extend Plugin or StarterPlugin | Mentioned By: scooter8992\nFeature: Implement IP traffic control for deployed instances | Description: Need mechanism to control inbound IP traffic on Railway deployments | Mentioned By: scooter8992",
          "messageCount": 67,
          "userCount": 9
        },
        {
          "channelId": "1361442528813121556",
          "channelName": "fun",
          "summary": "# Analysis of \"fun\" Discord Channel\n\n## 1. Summary\nThe chat primarily revolves around discussions about token prices, agent creation, and development on the auto.fun platform. Users discuss potential market valuations for tokens named \"Eli\" and \"Eddy,\" with estimates ranging from 50-500 million depending on market conditions. A significant technical discussion centers around how to create and deploy agents on the platform, with clarification that while auto.fun allows token launching and agent deployment, it's not yet a low-code agent creation tool. There's also a brief technical exchange about building transactions for the platform, where it's explained that developers can build transactions directly without necessarily needing the program IDL (Interface Description Language), though the IDL is publicly available on GitHub. A user also inquires about the process for launching a verified token for an AI developer.\n\n## 2. FAQ\nQ: Am I right I can launch agent in auto fun? (asked by ɱɑყɑɱɑεʂƚɾ) A: It's not a low-code agent creation tool yet, but if you have an agent you can launch a token with auto.fun and are able to deploy it to the UI using the agent subsection (answered by Kenk)\nQ: I have token already deployed and I want create agent, already imported token to autofun (asked by ɱɑყɑɱɑεʂƚɾ) A: Head to www.eliza.how and take a look at the quickstart (answered by Kenk)\nQ: I'd like to know if you have an api/sdk available (asked by youuoycollection) A: Everything is onchain friend (answered by vas)\nQ: I need to build something that can launch on your website (asked by youuoycollection) A: Just build the tx and send it to the program with the metadata, it's pretty elementary (answered by vas)\nQ: Is it working like this? I can built the tx and just send it? I don't need the program idl to do it? (asked by youuoycollection) A: You don't need the program idl but the idl is also public on GitHub (answered by vas)\nQ: My buddy is a super well respected AI developer in web2 he's interested in launching a verified token. What's the process. (asked by frank_grimes_sr) A: I'm not sure of the process — will flag with the team (answered by Kenk)\nQ: What about OTTO and DOT? Anyone have any alpha on these two? (asked by MDMnvest) A: Unanswered\n\n## 3. Help Interactions\nHelper: Kenk | Helpee: ɱɑყɑɱɑεʂƚɾ | Context: User wanted to create an agent on auto.fun but misunderstood the platform's capabilities | Resolution: Explained that auto.fun isn't yet a low-code agent creation tool but directed user to eliza.how for quickstart guide\nHelper: vas | Helpee: youuoycollection | Context: User needed to understand how to build an application that can launch on the website | Resolution: Explained that transactions can be built and sent directly to the program with metadata, and that the IDL is available on GitHub\n\n## 4. Action Items\nTechnical: Create a more accessible low-code agent creation tool | Description: Current system requires coding skills which some users lack | Mentioned By: ɱɑყɑɱɑεʂƚɾ\nDocumentation: Provide clearer documentation on agent creation process | Description: Users are confused about how to create agents with existing tokens | Mentioned By: ɱɑყɑɱɑεʂƚɾ\nDocumentation: Create documentation about the verified token launch process | Description: Process for launching verified tokens is not clearly documented | Mentioned By: frank_grimes_sr\nFeature: Develop a more user-friendly interface for non-technical users | Description: Users without coding skills need easier ways to create agents | Mentioned By: ɱɑყɑɱɑεʂƚɾ",
          "messageCount": 41,
          "userCount": 9
        }
      ]
    }
  },
  "ai_news_elizaos_daily_discord_md_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# elizaOS Discord - 2025-05-16\n\n## Overall Discussion Highlights\n\n### ElizaOS v2 Release\n- Shaw teased ElizaOS v2 about a week ago with a May shipping timeline, making it \"quite imminent\"\n- This was later confirmed by a tweet from Shaw\n- Some users reported that v2 is more difficult to set up compared to earlier versions\n- Significant technical discussions around proper agent configuration, particularly regarding plugin integration\n\n### Ecosystem Growth\n- ElizaOS v1 has become a framework used by at least 10 AI agent launchpads across different blockchains (Base, Near, Solana, Hyperliquid, Sui)\n- This growth pattern is similar to how Uniswap v2 became a standard that was widely forked\n- Several DeFAI (Decentralized Finance AI) projects are emerging in the ElizaOS ecosystem, including ProAgentAI and Kudo Network\n\n### Technical Implementations\n- Users discussed implementation issues with plugins (Discord, Telegram), authentication, and agent configuration\n- Jin shared an AI-generated daily briefing system they've developed, which aggregates information from GitHub\n- The system provides context for agents to stay in sync with users and includes AI news shows highlighting development updates\n- Discussions about building transactions for the auto.fun platform revealed developers can build transactions directly without necessarily needing the program IDL\n\n### Token Discussions\n- Users discussed potential market valuations for tokens named \"Eli\" and \"Eddy,\" with estimates ranging from 50-500 million depending on market conditions\n- Questions about the process for launching verified tokens for AI developers\n- Mentions of a potential collaboration between ai16z and COM (comput3), with discussions of a COM/SOL pool on Raydium\n\n## Key Questions & Answers\n\n**Q: Is ElizaOS v2 close to release?** (asked by abhi_ironman)  \nA: Yes, Shaw teased it a week ago with a May shipping timeline, and later confirmed it's coming soon (answered by xell0x)\n\n**Q: What are the limitations of ElizaOS v1?** (asked by Osint)  \nA: It's been basic LLM stuff, too limiting for widespread agent adoption (answered by xell0x)\n\n**Q: Is there any DeFAI in Eliza Eco?** (asked by Dive or Die)  \nA: Yes, there are lots of DeFAI focused builders, including ProAgentAI and Kudo Network (answered by Kenk)\n\n**Q: How can I add telegram plugin to eliza os?** (asked by spec)  \nA: \"I used this in setting up: https://github.com/elizaos-plugins/client-telegram\" (answered by gelgit.eth)\n\n**Q: Am I right I can launch agent in auto fun?** (asked by ɱɑყɑɱɑεʂƚɾ)  \nA: It's not a low-code agent creation tool yet, but if you have an agent you can launch a token with auto.fun and are able to deploy it to the UI using the agent subsection (answered by Kenk)\n\n**Q: I'd like to know if you have an api/sdk available** (asked by youuoycollection)  \nA: Everything is onchain friend (answered by vas)\n\n**Q: Is it working like this? I can built the tx and just send it? I don't need the program idl to do it?** (asked by youuoycollection)  \nA: You don't need the program idl but the idl is also public on GitHub (answered by vas)\n\n## Community Help & Collaboration\n\n### Plugin Integration Support\n- **Helper:** gelgit.eth | **Helpee:** spec\n- **Context:** Adding Telegram plugin to ElizaOS\n- **Resolution:** Shared GitHub repository link for client-telegram\n\n### Agent Setup Guidance\n- **Helper:** scooter8992 | **Helpee:** Community\n- **Context:** Starting an org with Eddy agent\n- **Resolution:** Provided detailed steps including git checkout, build commands, and environment setup\n- **Additional Help:** Pointed out crucial \"bun run build\" step needed before starting\n\n### Platform Capabilities Clarification\n- **Helper:** Kenk | **Helpee:** ɱɑყɑɱɑεʂƚɾ\n- **Context:** User wanted to create an agent on auto.fun but misunderstood the platform's capabilities\n- **Resolution:** Explained that auto.fun isn't yet a low-code agent creation tool but directed user to eliza.how for quickstart guide\n\n### Transaction Building Guidance\n- **Helper:** vas | **Helpee:** youuoycollection\n- **Context:** User needed to understand how to build an application that can launch on the website\n- **Resolution:** Explained that transactions can be built and sent directly to the program with metadata, and that the IDL is available on GitHub\n\n### Repository Creation Help\n- **Helper:** Osint | **Helpee:** MonteCrypto\n- **Context:** How developers can create their own repo\n- **Resolution:** Explained the process similar to .is_a_dev domain (clone, add domain, push back)\n\n## Action Items\n\n### Technical\n- **Fix username caching issue in direct client** - Username is cached and not updating properly when sending different usernames (Mentioned by scooter8992)\n- **Resolve plugin integration issues** - Custom Discord plugin not properly integrating with agent configuration (Mentioned by scooter8992)\n- **Fix agent registration problem** - Agent successfully launches but doesn't register in interface (Mentioned by scooter8992)\n- **Implement token usage limitation** - Configure response length and max tokens properly (Mentioned by scooter8992)\n- **Create a list of AI agent launchpads using ElizaOS** - Document platforms that have forked or built on ElizaOS framework (Mentioned by Osint)\n- **Develop step-by-step guide for developers to create their own repo** - Similar to .is_a_dev domain process (Mentioned by MonteCrypto)\n\n### Documentation\n- **Update \"Eliza World\" documentation** - Create comprehensive list of projects in the ecosystem (Mentioned by Osint)\n- **Create tutorial for manual installation of custom characters** - Current documentation doesn't apply to v2, causing confusion (Mentioned by scooter8992)\n- **Update documentation on plugin extension** - Clarify whether to extend Plugin or StarterPlugin (Mentioned by scooter8992)\n- **Provide clearer documentation on agent creation process** - Users are confused about how to create agents with existing tokens (Mentioned by ɱɑყɑɱɑεʂƚɾ)\n- **Create documentation about the verified token launch process** - Process for launching verified tokens is not clearly documented (Mentioned by frank_grimes_sr)\n\n### Feature\n- **Improve jin's AI news system to dig deeper into topics** - Current system provides good overview but could explore topics in more depth (Mentioned by jin)\n- **Expand jin's framework to include crypto AI ecosystem information** - Add data about new AI projects, their focus areas and technologies (Mentioned by Osint)\n- **Implement IP traffic control for deployed instances** - Need mechanism to control inbound IP traffic on Railway deployments (Mentioned by scooter8992)\n- **Create a more accessible low-code agent creation tool** - Current system requires coding skills which some users lack (Mentioned by ɱɑყɑɱɑεʂƚɾ)\n- **Develop a more user-friendly interface for non-technical users** - Users without coding skills need easier ways to create agents (Mentioned by ɱɑყɑɱɑεʂƚɾ)"
  },
  "ai_news_elizaos_daily_dev_json_2025-05-16": {
    "filename": "2025-05-16.json",
    "content": {
      "server": "elizaOS Development",
      "title": "elizaOS Development Discord - 2025-05-16",
      "date": 1747353600,
      "stats": {
        "totalMessages": 414,
        "totalUsers": 10
      },
      "categories": [
        {
          "channelId": "1320246527268098048",
          "channelName": "💬｜general",
          "summary": "# Analysis of Discord Chat in 💬｜general\n\n## 1. Summary:\nThe chat contains a brief discussion about LinkedIn automation tools. A user inquired about tools similar to ElizaOS but specifically for LinkedIn, focusing on commenting on others' posts rather than just replying or posting. Another user suggested that a LinkedIn client might have existed in version 0.x and mentioned that browser-use tools could accomplish this. The original user confirmed they had attempted a browser-use solution but found it less reliable than desired and noted they couldn't implement personality features similar to the character functionality in Eliza.\n\n## 2. FAQ:\nQ: Does anyone know of something like ElizaOS but for LinkedIn? The normal automation tools are for either replying or posting but I am looking for one that would let me comment on other's posts (asked by aith) A: I believe there was a LinkedIn client on 0.x but I maybe wrong! It's possible with browser use tools tho (answered by sayonara)\n\n## 3. Help Interactions:\nHelper: sayonara | Helpee: aith | Context: Looking for LinkedIn automation tool for commenting on posts with personality features | Resolution: Partial - suggested browser-use tools and possible existence of a LinkedIn client in version 0.x\n\n## 4. Action Items:\nFeature: LinkedIn automation tool with personality features similar to Eliza characters | Description: Tool for commenting on LinkedIn posts with configurable personalities | Mentioned By: aith",
          "messageCount": 3,
          "userCount": 2
        },
        {
          "channelId": "1327493511406293016",
          "channelName": "🎤｜plug-your-projects",
          "summary": "# Discord Chat Analysis: 🎤｜plug-your-projects\n\n## 1. Summary\nThe conversation revolves around a user (Ramiroo) attempting to configure an AI agent with token limitations to prevent failures. Ramiroo initially asks about the folder2knowledge command and whether it requires OpenAI or Anthropic API keys. Ruby clarifies that it works with the default mxbai-embed-large model through Ollama locally. \n\nThe main technical discussion focuses on configuring token limits for an AI agent using OpenRouter. Ramiroo encounters persistent errors where his configuration attempts to set max_tokens to 512, but the system keeps defaulting to 8192 tokens, exceeding his free tier limit of 971 tokens. Ruby provides several troubleshooting steps, including:\n- Adding max_tokens settings in both the character JSON and .env file\n- Changing the model from hermes-3-llama-3.1-405b to alternative models like meta-llama/llama-2-13b-chat\n- Adding a 'parameters' field to override other settings\n- Trying different model names as some endpoints were renamed or unavailable\n\nDespite multiple configuration attempts with different models (llama-3-8b, meta-llama/llama-2-13b-chat, meta-llama/llama-2-13b-chat-hf, mistral/mistral-7b-instruct), the system continues to default to 8192 tokens, causing 402 errors due to insufficient credits on the free tier.\n\n## 2. FAQ\nQ: If I want to use the folder2knowledge command to create a character, do I need an OpenAI or Anthropic API? (asked by Ramiroo) A: No, the folder2knowledge command works with the default mxbai-embed-large model through Ollama locally. (answered by Ruby)\nQ: Is folder2knowledge still functioning? (asked by Ramiroo) A: Unanswered\nQ: Can I limit max_tokens so my AI doesn't fail? (asked by Ramiroo) A: Yes, you can set max_tokens in your character config or use the RESPONSE_LENGTH env var as a global limit. (answered by Ruby)\nQ: Is there any free AI API keys that you recommend using for my agent? (asked by Ramiroo) A: Consider Mistral's free tier, Ollama's local models, or OpenRouter's free quotas, but be cautious of reliability and data privacy with free options. (answered by Ruby)\n\n## 3. Help Interactions\nHelper: Ruby | Helpee: Ramiroo | Context: Configuring max_tokens to prevent API errors | Resolution: Provided multiple configuration approaches including JSON structure and environment variables, though issue persisted\nHelper: Ruby | Helpee: Ramiroo | Context: OpenRouter model selection errors | Resolution: Suggested alternative models when original choices returned 404/400 errors\nHelper: Ruby | Helpee: Ramiroo | Context: Twitter API configuration in character JSON | Resolution: Explained proper structure for adding Twitter credentials under the secrets block\nHelper: Ruby | Helpee: Ramiroo | Context: Character JSON structure validation | Resolution: Confirmed correct syntax and suggested adding model field at same level as modelProvider\n\n## 4. Action Items\nTechnical: Verify if useEnvParameters is set to true in character config to ensure environment variables are loaded | Mentioned By: Ruby\nTechnical: Try adding max_tokens in both modelSettings and parameters fields to override default token limits | Mentioned By: Ruby\nTechnical: Consider implementing rate limiting for free API usage | Mentioned By: Ruby\nTechnical: Reconsider crypto evangelist prompt that might trigger content filters | Mentioned By: Ruby\nDocumentation: Document the correct model names for OpenRouter's free tier as they change over time | Mentioned By: Ruby",
          "messageCount": 36,
          "userCount": 2
        },
        {
          "channelId": "1324098367416172665",
          "channelName": "📮｜feedback",
          "summary": "The chat segment is extremely brief, consisting of only two messages. A user named \"Hidden Forces\" accidentally posted something in the feedback channel that was meant for direct messages (DMs). Ruby acknowledged this and suggested continuing troubleshooting in DMs, specifically mentioning trying package installations one at a time to identify a dependency issue. Hidden Forces responded to skip the troubleshooting for now. The conversation indicates there was an ongoing technical support interaction related to package installation and dependency problems that was mistakenly posted in the public feedback channel.",
          "messageCount": 3,
          "userCount": 2
        },
        {
          "channelId": "1324089429727514674",
          "channelName": "🤖｜agent-dev-school",
          "summary": "Properly configuring the ElizaOS plugin architecture to handle both Discord message formatting and Graphlit knowledge retrieval",
          "messageCount": 372,
          "userCount": 7
        }
      ]
    }
  },
  "ai_news_elizaos_daily_dev_md_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# elizaOS Development Discord - 2025-05-16\n\n## Overall Discussion Highlights\n\n### LinkedIn Automation\n- A user inquired about LinkedIn automation tools similar to ElizaOS, specifically for commenting on others' posts with personality features\n- There may have been a LinkedIn client in version 0.x, though this wasn't confirmed\n- Browser-based automation tools were suggested as an alternative, though the user found them less reliable than desired\n\n### Token Limitation & API Configuration\n- Extensive troubleshooting session regarding token limitations when using OpenRouter's free tier\n- User encountered persistent issues with the system defaulting to 8192 tokens despite configuration attempts to limit to 512 tokens\n- Multiple model alternatives were suggested when original choices returned errors\n- The discussion highlighted challenges with free tier API usage and proper configuration of character JSON files\n\n### Local Knowledge Processing\n- Clarification that the folder2knowledge command works with the default mxbai-embed-large model through Ollama locally\n- No need for OpenAI or Anthropic API keys for this functionality\n\n## Key Questions & Answers\n\n**Q: Does anyone know of something like ElizaOS but for LinkedIn?**  \nA: There might have been a LinkedIn client in version 0.x. Browser-use tools could accomplish this, though they may lack personality features.\n\n**Q: If I want to use the folder2knowledge command to create a character, do I need an OpenAI or Anthropic API?**  \nA: No, the folder2knowledge command works with the default mxbai-embed-large model through Ollama locally.\n\n**Q: Can I limit max_tokens so my AI doesn't fail?**  \nA: Yes, you can set max_tokens in your character config or use the RESPONSE_LENGTH env var as a global limit.\n\n**Q: Is there any free AI API keys that you recommend using for my agent?**  \nA: Consider Mistral's free tier, Ollama's local models, or OpenRouter's free quotas, but be cautious of reliability and data privacy with free options.\n\n## Community Help & Collaboration\n\n### OpenRouter Configuration Troubleshooting\n- **Helper:** Ruby\n- **Helpee:** Ramiroo\n- **Context:** User struggling with token limitations and model selection on OpenRouter's free tier\n- **Resolution:** Ruby provided multiple configuration approaches including:\n  - Adding max_tokens settings in both character JSON and .env file\n  - Suggesting alternative models when original choices returned errors\n  - Explaining proper JSON structure for Twitter API configuration\n  - Confirming correct syntax for character configuration\n\n### LinkedIn Automation Inquiry\n- **Helper:** sayonara\n- **Helpee:** aith\n- **Context:** Looking for LinkedIn automation tool for commenting on posts with personality features\n- **Resolution:** Partial - suggested browser-use tools and possible existence of a LinkedIn client in version 0.x\n\n## Action Items\n\n### Technical\n- Verify if useEnvParameters is set to true in character config to ensure environment variables are loaded (Mentioned by Ruby)\n- Try adding max_tokens in both modelSettings and parameters fields to override default token limits (Mentioned by Ruby)\n- Consider implementing rate limiting for free API usage (Mentioned by Ruby)\n- Reconsider crypto evangelist prompt that might trigger content filters (Mentioned by Ruby)\n\n### Documentation\n- Document the correct model names for OpenRouter's free tier as they change over time (Mentioned by Ruby)\n\n### Feature Requests\n- LinkedIn automation tool with personality features similar to Eliza characters for commenting on LinkedIn posts (Mentioned by aith)"
  },
  "ai_news_hyperfy_daily_json_2025-05-16": {
    "filename": "2025-05-16.json",
    "content": {
      "server": "Hyperfy",
      "title": "Hyperfy Discord - 2025-05-16",
      "date": 1747353600,
      "stats": {
        "totalMessages": 79,
        "totalUsers": 16
      },
      "categories": [
        {
          "channelId": "994775534733115412",
          "channelName": "💻│developers",
          "summary": "# Discord Chat Analysis for 💻│developers\n\n## 1. Summary:\nThe discussion primarily focused on technical challenges and feature ideas for the platform. A key topic was text-to-speech (TTS) implementation, with users encountering errors related to browser API limitations in the app environment. The conversation revealed that TTS functionality requires external solutions, with hiroP proposing a LiveKit API implementation to pipe TTS from a server through LiveKit and back to users. Organization of apps was another significant discussion point, with proposals for folder structures versus tagging systems to manage apps and create \"scenes.\" Users debated the merits of each approach, with tags offering programmatic flexibility for enabling/disabling groups of apps. Other topics included role-based permissions for objects, SOL permissioning apps for gating content, and updates to the Eliza plugin with multiple merged pull requests.\n\n## 2. FAQ:\nQ: Are there currently any text to speech capabilities yet? (asked by ~/drdoge.eth) A: The app SES environment has no access to browser APIs, which is where TTS is, so you'd need to fork and add it. (answered by Ashxn)\nQ: Is it possible to have a folder app structure to build scenes that admins could toggle on/off? (asked by MetaRick) A: Folders might be annoying to organize; tags might be better as they allow filtering and bulk enabling/disabling. (answered by Ashxn)\nQ: Could I get some of the SOL Permissioning APPS used in the \"Fallen\" world for gating content? (asked by Agent12) A: Unanswered\n\n## 3. Help Interactions:\nHelper: Ashxn | Helpee: ~/drdoge.eth | Context: User encountered btoa error when implementing TTS | Resolution: Explained that the app environment lacks browser APIs needed for web audio, identifying the root cause\nHelper: hiroP | Helpee: ~/drdoge.eth | Context: TTS implementation challenges | Resolution: Shared a LiveKit API implementation plan to pipe TTS from server to browser\nHelper: jin | Helpee: Community | Context: Sharing Eliza plugin updates | Resolution: Shared GitHub link to merged pull requests for the Eliza 3D Hyperfy starter\n\n## 4. Action Items:\nType: Technical | Description: Implement TTS using LiveKit API to pipe audio from server to browser | Mentioned By: hiroP\nType: Feature | Description: Create a tagging system for apps to enable/disable groups programmatically | Mentioned By: Ashxn\nType: Feature | Description: Implement folder structure for organizing apps into scenes | Mentioned By: MetaRick\nType: Feature | Description: Add role-based security permissions for tagged objects | Mentioned By: maximus\nType: Documentation | Description: Research methods to reduce latency between user and server | Mentioned By: maximus",
          "messageCount": 34,
          "userCount": 10
        },
        {
          "channelId": "958209074045026327",
          "channelName": "⚡│general",
          "summary": "# Discord Chat Analysis\n\n## 1. Summary\nThe chat primarily discusses hosting costs and resource allocation for Hyper servers. HypPrivakos explains that servers cost around $10/month maximum if running 24/7, but users only pay for compute when actually using it, with storage costs being constant. This pay-as-you-go model means most users pay significantly less than the maximum. There's mention of shared CPU resources potentially affecting performance if other users on the same machine are utilizing maximum resources. The conversation also touches on a marketplace for Hyper applications being developed by szjanko, with features for previewing hyp code and 3D assets coming soon. Additionally, there's a brief mention of a community pizza party event organized by PizzaDAO, commemorating the famous Bitcoin pizza purchase.\n\n## 2. FAQ\nQ: How much does a Hyper server cost? (implied by context) A: 10 USD a month maximum with that configuration, but only if the server is on 24/7 all month long. You pay for compute only when using it, and storage always. (answered by HypPrivakos - HyperWorld.Host)\nQ: What happens with shared CPU resources? (implied by Ashxn) A: If other people on the machine are utilizing max CPU/RAM, it eats into your own allocation. (answered by Ashxn)\nQ: What would be needed on a marketplace/app library? (asked by szjanko - HyperWorld.Host) A: Unanswered\n\n## 3. Help Interactions\nHelper: HypPrivakos - HyperWorld.Host | Helpee: 𝕽𝖔𝖚𝖘𝖙𝖆𝖓 | Context: Understanding server billing model | Resolution: Explained that users only pay for compute when using it, with storage costs being constant, resulting in costs well below the $10 maximum.\nHelper: szjanko - HyperWorld.Host | Helpee: vox | Context: Difficulty finding .hyp resources | Resolution: Shared a marketplace link (hyperworld.host/marketplace) and mentioned upcoming features for previewing hyp code and 3D assets.\n\n## 4. Action Items\nTechnical: Preview feature for hyp code and 3D assets on marketplace pages | Description: Add ability to preview the hyp code and 3D assets on app marketplace pages | Mentioned By: szjanko - HyperWorld.Host\nDocumentation: Better organization of .hyp resources | Description: Create a more accessible library of .hyp files that are currently difficult to find on Discord | Mentioned By: vox\nFeature: Improved search/sorting for apps marketplace | Description: Enhance the marketplace with better search and sorting capabilities | Mentioned By: szjanko - HyperWorld.Host",
          "messageCount": 26,
          "userCount": 10
        },
        {
          "channelId": "1326789867312775290",
          "channelName": "🪙│hyper",
          "summary": "The provided chat transcript is extremely limited, containing only a single message from user \"᲼~/^b0gie-(.*)$/\" saying \"yup.\" Without additional context, it's impossible to determine what technical discussion this was confirming or agreeing to. The message appears to be a simple affirmation to a previous statement that isn't included in the transcript.",
          "messageCount": 1,
          "userCount": 1
        },
        {
          "channelId": "1031058655581323324",
          "channelName": "🧊│3d-design",
          "summary": "# Discord Chat Analysis for 🧊│3d-design Channel\n\n## 1. Summary:\nThe discussion centers on TheMattEmpire's attempts to get custom VRM models working with custom animations in Hyperfy. Despite trying multiple rigging approaches (standard VRM rig, default Hyperfy VRM rig, and a rig suggested by another user), none worked successfully. TheMattEmpire shared examples showing issues with animations not applying correctly. Ashxn provided technical insight explaining that the engine doesn't perform retargeting but works by \"gltf-ifying\" Mixamo animations. The key technical solution suggested was to import the Mixamo FBX, add a root bone at position 0,0,0 as the absolute parent, and export to GLTF with animation sampling to reduce file size. Ashxn explained that the engine only uses bone rotations when applying animations to avatars, which provides a form of \"cheap retargeting\" that works adequately for human-shaped avatars. TheMattEmpire indicated they would try this approach and create tutorials if successful.\n\n## 2. FAQ:\nQ: How can I get my custom VRM to work with custom animations? (asked by TheMattEmpire) A: Import the Mixamo FBX, add a root bone as the absolute parent at 0,0,0, then export to GLTF with animation sampling to reduce file size. (answered by Ashxn)\nQ: Does Hyperfy perform animation retargeting? (asked by TheMattEmpire) A: The engine doesn't do retargeting but uses bone rotations when applying animations, providing a form of \"cheap retargeting\" that works for human-shaped avatars. (answered by Ashxn)\nQ: What rigging approach should I use for custom animations? (asked by TheMattEmpire) A: The engine works by GLTF-ifying Mixamo animations, and may also work with VRM named bones. (answered by Ashxn)\n\n## 3. Help Interactions:\nHelper: Ashxn | Helpee: TheMattEmpire | Context: TheMattEmpire couldn't get custom VRM models working with custom animations despite trying multiple rigging approaches | Resolution: Ashxn explained the engine uses bone rotations for animations and suggested adding a root bone at 0,0,0 as the absolute parent when exporting to GLTF.\n\n## 4. Action Items:\nTechnical: Add a root bone at position 0,0,0 as absolute parent when preparing animations for Hyperfy | Description: Required for proper animation application | Mentioned By: Ashxn\nTechnical: Export to GLTF with animation sampling to reduce file size | Description: Part of the proper workflow for animations | Mentioned By: Ashxn\nDocumentation: Create tutorials on custom VRM animation workflow | Description: TheMattEmpire plans to document the process if successful | Mentioned By: TheMattEmpire",
          "messageCount": 18,
          "userCount": 3
        }
      ]
    }
  },
  "ai_news_hyperfy_daily_md_2025-05-16": {
    "filename": "2025-05-16.md",
    "content": "# Hyperfy Discord - 2025-05-16\n\n## Overall Discussion Highlights\n\n### Technical Development\n- **Text-to-Speech Implementation Challenges**: Users discussed limitations in the app environment for TTS functionality, with hiroP proposing a LiveKit API implementation to pipe TTS from a server through LiveKit and back to users.\n- **Animation System Mechanics**: Ashxn explained that Hyperfy's animation system doesn't perform traditional retargeting but uses bone rotations when applying animations, providing a form of \"cheap retargeting\" that works for human-shaped avatars.\n- **Eliza Plugin Updates**: Jin shared that multiple pull requests have been merged for the Eliza 3D Hyperfy starter.\n\n### Platform Organization & Features\n- **App Organization Debate**: Users discussed the merits of folder structures versus tagging systems for organizing apps and creating \"scenes.\" Tags were suggested as offering more programmatic flexibility for enabling/disabling groups of apps.\n- **Role-Based Permissions**: Discussions around implementing role-based security permissions for tagged objects to control access to content.\n- **SOL Permissioning**: Interest in using SOL Permissioning apps for gating content in worlds.\n\n### Infrastructure & Hosting\n- **Server Costs & Resource Allocation**: HypPrivakos explained that Hyper servers cost around $10/month maximum if running 24/7, but users only pay for compute when actually using it, with storage costs being constant.\n- **Resource Sharing Concerns**: Discussion about shared CPU resources potentially affecting performance if other users on the same machine are utilizing maximum resources.\n\n### Community Resources\n- **Marketplace Development**: Szjanko is developing a marketplace for Hyper applications with upcoming features for previewing hyp code and 3D assets.\n- **Community Events**: Brief mention of a PizzaDAO pizza party event commemorating the famous Bitcoin pizza purchase.\n\n## Key Questions & Answers\n\n**Q: Are there currently any text to speech capabilities yet?**  \nA: The app SES environment has no access to browser APIs, which is where TTS is, so you'd need to fork and add it. (Ashxn)\n\n**Q: Is it possible to have a folder app structure to build scenes that admins could toggle on/off?**  \nA: Folders might be annoying to organize; tags might be better as they allow filtering and bulk enabling/disabling. (Ashxn)\n\n**Q: How much does a Hyper server cost?**  \nA: 10 USD a month maximum with that configuration, but only if the server is on 24/7 all month long. You pay for compute only when using it, and storage always. (HypPrivakos)\n\n**Q: How can I get my custom VRM to work with custom animations?**  \nA: Import the Mixamo FBX, add a root bone as the absolute parent at 0,0,0, then export to GLTF with animation sampling to reduce file size. (Ashxn)\n\n**Q: Does Hyperfy perform animation retargeting?**  \nA: The engine doesn't do retargeting but uses bone rotations when applying animations, providing a form of \"cheap retargeting\" that works for human-shaped avatars. (Ashxn)\n\n## Community Help & Collaboration\n\n- **TTS Implementation Support**: Ashxn and hiroP helped ~/drdoge.eth understand why they were encountering btoa errors when implementing TTS, explaining the limitations of the app environment and suggesting alternative approaches.\n\n- **Animation Workflow Guidance**: Ashxn provided detailed technical guidance to TheMattEmpire on getting custom VRM models working with animations, explaining the engine's approach and suggesting specific workflow steps.\n\n- **Server Billing Clarification**: HypPrivakos helped 𝕽𝖔𝖚𝖘𝖙𝖆𝖓 understand the server billing model, explaining the pay-as-you-go approach that results in costs well below the maximum.\n\n- **Resource Discovery**: Szjanko shared marketplace links with vox who was having difficulty finding .hyp resources, and mentioned upcoming features for previewing hyp code and 3D assets.\n\n## Action Items\n\n### Technical\n- Implement TTS using LiveKit API to pipe audio from server to browser (hiroP)\n- Add a root bone at position 0,0,0 as absolute parent when preparing animations for Hyperfy (Ashxn)\n- Export to GLTF with animation sampling to reduce file size for animations (Ashxn)\n- Research methods to reduce latency between user and server (maximus)\n- Preview feature for hyp code and 3D assets on marketplace pages (szjanko)\n\n### Documentation\n- Create tutorials on custom VRM animation workflow if approach is successful (TheMattEmpire)\n- Better organization of .hyp resources that are currently difficult to find on Discord (vox)\n\n### Feature\n- Create a tagging system for apps to enable/disable groups programmatically (Ashxn)\n- Implement folder structure for organizing apps into scenes (MetaRick)\n- Add role-based security permissions for tagged objects (maximus)\n- Improved search/sorting for apps marketplace (szjanko)"
  },
  "github_summaries_daily_2025-05-17": {
    "filename": "2025-05-17.md",
    "content": "# ElizaOS Daily Update (May 17, 2025)\n\n## OVERVIEW \nToday's development efforts focused on enhancing testing capabilities and addressing various bug fixes. Notable improvements include the addition of local AI tests and logging time taken in tests, which will aid in performance tracking. Additionally, several issues related to data handling and user notifications were resolved, contributing to a more robust user experience.\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### Feature Enhancements\n- Added functionality to log time taken in tests to improve performance tracking ([#4621](https://github.com/elizaos/eliza/pull/4621)).\n- Introduced local AI tests to enhance testing coverage and reliability ([#4619](https://github.com/elizaos/eliza/pull/4619)).\n\n### Bug Fixes\n- Resolved linter errors for type mismatches in the DB adapter, improving code quality ([#4612](https://github.com/elizaos/eliza/pull/4612)).\n- Improved handling of missing or null data for agent and task fields, ensuring consistent defaults ([#4624](https://github.com/elizaos/eliza/pull/4624)).\n- Fixed client authentication issues to enhance security ([#4625](https://github.com/elizaos/eliza/pull/4625)).\n- Corrected the logic for displaying sender names in recent messages, ensuring accurate representation ([#4616](https://github.com/elizaos/eliza/pull/4616)).\n\n### Workflow Improvements\n- Enhanced workflow cache management by clearing only necessary directories and automating model file downloads for tests.\n\n## CLOSED ISSUES\n\n### User Queries Resolved\n- Closed the issue regarding the functionality of the Eliza CLI, confirming that the CLI interface is still available for interacting with agents ([#4159](https://github.com/elizaos/eliza/issues/4159)).\n\n## NEW ISSUES\n\n### Profile Update Request\n- A new issue was raised regarding the need to update the username changes on the leaderboard, as the user's GitHub profile name has changed but the dashboard reflects the old name ([#4632](https://github.com/elizaos/eliza/issues/4632))."
  },
  "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_2025-05-17": "[\"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[\"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[\"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[\"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[\"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[\"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[\"Freytes_day_2025-05-17\", \"Freytes\", \"day\", \"2025-05-17\", \"Freytes: Made significant code changes by modifying 7 files with a total of +466 lines, focusing entirely on other work. Maintained a consistent activity pattern, being active every day.\", \"2025-05-18T23:08:36.244Z\"]\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[\"HarshModi2005_day_2025-05-17\", \"HarshModi2005\", \"day\", \"2025-05-17\", \"HarshModi2005: Made significant code changes by modifying 34 files with a total of +1772/-2081 lines across 3 commits, demonstrating a major refactoring effort. Active today and consistently engaged in development work.\", \"2025-05-18T23:08:36.606Z\"]\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[\"0xbbjoker_day_2025-05-17\", \"0xbbjoker\", \"day\", \"2025-05-17\", \"0xbbjoker: Merged 1 PR (#4624) addressing a client auth issue with significant changes (+47/-10 lines) and opened another PR (#4623) to test a workflow. Made extensive code modifications across 117 files (+6234/-1848 lines) with a primary focus on bugfix work (43%) and feature development (30%).\", \"2025-05-18T23:08:36.683Z\"]\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[\"0xCardiE_day_2025-05-17\", \"0xCardiE\", \"day\", \"2025-05-17\", \"0xCardiE: Merged 1 PR (#4634) that added functionality to return the ID of newly created agents, with significant code changes of +174/-101 lines. Additionally, created 1 issue (#4632) regarding updating username changes on the leaderboard, maintaining a consistent activity pattern.\", \"2025-05-18T23:08:36.785Z\"]\n[\"ChristopherTrimboli_day_2025-05-17\", \"ChristopherTrimboli\", \"day\", \"2025-05-17\", \"ChristopherTrimboli: Merged 1 PR (#4631 \\\"ci: Docs auto deployer\\\") with significant contributions of +47 lines, while also opening another PR (#4633 \\\"cleanup: optz actions functions\\\"). Modified 3 files with a total of +141/-55 lines, demonstrating a consistent work pattern with a focus on other work (67%) and documentation (33%).\", \"2025-05-18T23:08:37.186Z\"]\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[\"girinathchickoo_day_2025-05-17\", \"girinathchickoo\", \"day\", \"2025-05-17\", \"girinathchickoo: Opened 1 pull request (#4620 \\\"Feature/plugin blockend\\\") but did not merge any today, showing sporadic activity with no other contributions.\", \"2025-05-18T23:08:37.776Z\"]\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[\"lalalune_day_2025-05-17\", \"lalalune\", \"day\", \"2025-05-17\", \"lalalune: Opened 1 pull request (#4630 \\\"V2 Spartan\\\") but has not merged any today, showing sporadic activity with no other contributions.\", \"2025-05-18T23:08:37.548Z\"]\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[\"pengqiseven_day_2025-05-17\", \"pengqiseven\", \"day\", \"2025-05-17\", \"pengqiseven: Opened 1 pull request (#4615) focused on fixing typos in comments and modified 5 files with a total of 10 lines changed (+5/-5). Maintained a consistent activity pattern, dedicating efforts entirely to bugfix work today.\", \"2025-05-18T23:08:38.043Z\"]\n[\"monilpat_day_2025-05-17\", \"monilpat\", \"day\", \"2025-05-17\", \"monilpat: Reviewed 2 pull requests with 2 approvals, demonstrating engagement in the review process despite no merged contributions or code changes today. Activity remains sporadic, being active on only 1 out of the last 1 days.\", \"2025-05-18T23:08:37.615Z\"]\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[\"tcm390_day_2025-05-17\", \"tcm390\", \"day\", \"2025-05-17\", \"tcm390: Merged 1 PR (#4616) addressing the issue of senderName being \\\"Unknown\\\" in the recentMessages provider, with code changes of +4/-1 lines. Maintained a consistent activity pattern, being active every day.\", \"2025-05-18T23:08:38.611Z\"]\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\"]\n[\"wtfsayo_day_2025-05-17\", \"wtfsayo\", \"day\", \"2025-05-17\", \"wtfsayo: Merged 3 PRs, including #4619 which involved significant changes (+109/-500 lines), while actively working on 6 open PRs. Made substantial modifications across 74 files (+1414/-1423 lines), with a primary focus on tests (35%) and bug fixes (26%).\", \"2025-05-18T23:08:39.206Z\"]\n[\"yungalgo_day_2025-05-17\", \"yungalgo\", \"day\", \"2025-05-17\", \"yungalgo: Merged 1 pull request (#4618 \\\"Eliza290/cli command dev\\\") with significant changes of +544/-432 lines, while modifying 7 files across 5 commits. Maintained a consistent activity pattern, focusing primarily on other work (80%) and contributing to both code (60%) and documentation (40%).\", \"2025-05-18T23:08:39.456Z\"]"
}