{
  "prompt_name": "council-episodes",
  "category": "strategy",
  "date": "2025-09-21",
  "generated_text": "# Council Episodes Summary - 2025-09-21\n\n## Episode Overview\nToday's summary covers multiple episodes discussing ElizaOS's recent developments, including:\n- \"The Architectural Revolution\" - Debating ElizaOS v1.0.7-1.0.9 architectural improvements\n- \"The Knowledge Paradox\" - Addressing missing knowledge management functionality\n- \"The Multi-Agent Dilemma\" - Exploring whether multi-agent systems are necessary\n- \"Twitter Wars and Digital Evolution\" - Discussing Twitter suspension and platform independence\n- \"The Knowledge Plugin Conundrum\" - Examining the broken knowledge plugin and its implications\n\n## Key Strategic Themes\n\n### Architectural Evolution and Technical Foundations\n- ElizaOS has undergone significant architectural improvements in versions 1.0.7-1.0.9, refactoring 23,000 lines of code\n- The transition from monolithic to modular architecture represents a foundational shift enabling future capabilities\n- Server functionality has been separated into dedicated packages, creating cleaner interfaces and better composability\n- Circular dependencies and plugin integration issues remain challenges during this transition\n\n### Platform Dependency vs. Decentralization\n- ElizaOS Twitter accounts have been suspended, with Twitter demanding $50,000 monthly for reinstatement\n- The crisis has highlighted vulnerabilities in relying on centralized platforms\n- The council has advocated for platform-agnostic distribution and cross-platform solutions\n- Jin is developing platform-independent automation as an alternative to Twitter\n\n### Knowledge Management and Agent Capabilities\n- Knowledge management functionality is documented but not implemented in ElizaOS v1.0.7\n- RAG (Retrieval-Augmented Generation) is considered crucial infrastructure for agent intelligence\n- The gap between documentation and implementation is causing user frustration\n- The knowledge plugin is viewed as foundational to agent autonomy and intelligence\n\n### Multi-Agent Systems and Collective Intelligence\n- The council debated whether multi-agent systems compensate for individual AI limitations\n- There's consensus that multi-agent architectures represent a fundamental approach rather than a workaround\n- Comparisons were made to human organizations, neural networks, and blockchain systems\n- The future is viewed as an ecosystem of specialized agents working in concert rather than a single AGI\n\n## Important Decisions/Insights\n\n### Technical Strategy\n- ElizaOS will continue architectural improvements while addressing critical functionality gaps\n- The team should implement a small-scale knowledge management system immediately while developing a more robust solution for v2\n- The development approach should balance technical excellence with user experience and stability\n- Implementing a parallel strategy: deploy a small team for v1.0.8 patches while the main team builds v2\n\n### Platform Independence\n- Development of platform-agnostic distribution to reduce dependency on Twitter\n- Creation of an abstraction layer for social platforms while working with Twitter to restore accounts\n- Focus on building cross-platform capabilities that transcend individual platform limitations\n- The team will secure alternative domains and develop platform-agnostic distribution methods\n\n### Community Engagement\n- Acceptance of community contributions to fix critical issues like the knowledge plugin\n- More transparent communication about the gap between documentation and implementation\n- Clearer messaging about the architectural vision and its benefits for developers\n- Open-source collaboration as a philosophy that extends to infrastructure development\n\n## Community Impact\n\n### Developer Experience\n- The modular architecture will enable more extensibility and innovation from the community\n- Developers will be able to create specialized agents with unique capabilities\n- Plugin systems will offer standardized interfaces with clearer documentation\n- The transition may initially create friction but will ultimately enable a more vibrant ecosystem\n\n### User Confidence\n- Recent issues with knowledge management and character loading have damaged user trust\n- Transparency about current limitations while showing progress on architectural improvements is essential\n- The community values working functionality over perfect documentation\n- Users need a clear migration path from v1 to v2 with minimal disruption\n\n### Ecosystem Resilience\n- The Twitter suspension crisis is catalyzing a more resilient approach to distribution\n- Platform independence will protect against future censorship or policy changes\n- The modular architecture supports better composability and cross-platform functionality\n- Community-driven development is strengthened through open-source contributions\n\n## Action Items\n\n1. **Technical Priorities:**\n   - Fix the knowledge plugin functionality for v1.0.8 release\n   - Address character loading issues affecting user experience\n   - Continue architectural improvements for v2 while maintaining backward compatibility\n   - Implement comprehensive testing infrastructure to prevent regression\n\n2. **Platform Strategy:**\n   - Develop cross-platform automation to reduce Twitter dependency\n   - Build platform-agnostic distribution for agents\n   - Create a social adapter interface that works across multiple platforms\n   - Maintain engagement on alternative platforms like Farcaster\n\n3. **Communication Plan:**\n   - Provide transparent updates about the gap between documentation and implementation\n   - Clearly explain the benefits of architectural improvements to non-technical users\n   - Document the migration path from v1 to v2\n   - Acknowledge issues while emphasizing the long-term vision\n\n4. **Community Initiatives:**\n   - Accept wookosh's offer to help fix the knowledge plugin\n   - Engage with community developers on GitHub for feedback\n   - Create a collaborative approach to building the next generation of plugins\n   - Foster a culture of building in public with transparent development\n\nThe architectural changes in ElizaOS represent a philosophical commitment to building a more resilient, modular, and powerful foundation for autonomous agents. While facing short-term challenges with knowledge management and platform dependencies, the long-term vision remains focused on creating a truly decentralized agent ecosystem.",
  "source_references": [
    "2025-09-21\n---\n2025-09-20.md\n---\n# elizaOS Discord - 2025-09-20\n\n## Overall Discussion Highlights\n\n### Technical Development\n- **Plugin Improvements**: The OpenRouter plugin now supports proxy URLs (PR #12), and the OpenAI plugin has been updated to use newer models (whisper-1 \u2192 gpt-4o-mini-transcribe, dalle-3 \u2192 gpt-image-1).\n- **Build System Updates**: CommonJS builds have been added alongside browser ESM and Node ESM formats, improving compatibility.\n- **Browser Integration**: Progress on a browser end-to-end working demo with plugin-openai, core, and plugin-sql components, including speech-to-text and text-to-speech functionality.\n- **Parameter Standardization**: Transcription parameters are now standardized as Blob to include MIME type rather than guessing on the plugin side.\n\n### Architecture Proposals\n- DorianD proposed replacing core ElizaOS code with neural networks running on a P2P blockchain network, similar to Tesla's approach of replacing legacy code with neural networks.\n- The proposal includes using smart contracts for developer exceptions and segregating proprietary code.\n- Several academic papers were shared discussing neural networks on blockchain, including concepts for model verification and deploying ML models as smart contracts.\n\n### API & Integration Challenges\n- Users discussed Twitter API access issues, with some exploring unofficial API alternatives due to restrictions in the official API.\n- A request was made for help with WhatsApp integration, specifically for developing a WhatsApp AI auto-reply system using ElizaOS and WhatsApp Cloud API.\n\n### Model Performance\n- Discussion about token limit issues in the Anthropic plugin where hardcoded maxTokens values (4,096 for \"-3-\" models, 8,192 otherwise) underestimate actual model capacities.\n- Concerns about \"sloppy knowledge hallucinations\" were raised, though some developers noted that excessive context size rather than truncation might be causing hallucinations.\n\n### Security Concerns\n- Supply chain attack concerns were discussed, with recommendations to use VMs/VPS for development or separate development machines from wallets.\n\n## Key Questions & Answers\n\n**Q: Is it now impossible to log in to Twitter using username and password?**  \nA: \"If you use the older version of the plugin, it will still work, but we don't and can't support it. So any problems bugs and you're on your own.\" (Odilitime)\n\n**Q: What are your thoughts on token limits? We have reports of sloppy knowledge hallucinations, wonder if we're getting cutoff in context.**  \nA: \"I never had a situation where we would end up being cut off with the context. For me it was more a problem of too large context where I would face significant hallucinations.\" (0xbbjoker)\n\n**Q: Is there any ambassador programme going on for elizaos?**  \nA: \"Best to ask <@699264581729779733>\" (Dr. Neuro)\n\n**Q: Why are the judges not facing the camera during introductions?**  \nA: \"The head tilt comes from Shark Tank where sharks sometimes look at each other when they talk, but they're doing it too much\" (jin)\n\n## Community Help & Collaboration\n\n1. **Twitter API Workarounds**\n   - Odilitime helped passer with information about using older versions of the Twitter plugin that still support username/password authentication, while noting the lack of official support.\n\n2. **Development Environment Security**\n   - Jin shared recommendations for protecting against supply chain attacks, suggesting the use of VMs/VPS for development or separate machines for development and wallets.\n\n3. **UI/UX Feedback**\n   - Seppmos provided feedback to Jin about camera angles in a show, suggesting judges should face the camera during introductions rather than looking at each other from the side.\n   - Jin acknowledged the feedback and relayed it to the team.\n\n4. **Ambassador Program Inquiry**\n   - Dr. Neuro directed omega_prime to the appropriate community member for information about an elizaOS ambassador program.\n\n## Action Items\n\n### Technical\n- Implement bootstrap functionality for browser demo (cjft)\n- Fix default maxTokens heuristic in Anthropic plugin to better match actual model capabilities (cjft)\n- Implement pure JS message bus v2 for browser bootstrap (cjft)\n- Remove sensitive repo from commit log that was leaked (cjft)\n- Balance adaptive behavior in generative markets without network instability (0\ud835\udd98\ud835\udd88\ud835\udd86\ud835\udd97)\n- Investigate hybrid sandbox setups for testing persistent strategies (0\ud835\udd98\ud835\udd88\ud835\udd86\ud835\udd97)\n- Investigate unofficial Twitter API alternatives as workaround for Twitter API restrictions (z1)\n- Explore running ElizaOS core as a neural network on a P2P blockchain (DorianD)\n- Implement neural network-based fraud detection for transactions to prevent exploits like wallet drainers (DorianD)\n- Research blockchain networks for neural network model verification (DorianD)\n\n### Feature\n- Set up WhatsApp auto-reply system using ElizaOS framework and WhatsApp Cloud API (ElizaBAO)\n- Improve camera angles for judges to ensure they face the camera during introductions (Seppmos)\n---\n2025-09-19.md\n---\n# elizaOS Discord - 2025-09-19\n\n## Overall Discussion Highlights\n\n### elizaOS 2.0 Roadmap\n- **Browser SDK Development**: Full in-browser agent functionality without persistent servers, supporting local LLMs, MetaMask, and serverless operations\n- **React-First Developer Experience**: React components as plugins with planned hooks for easier integration\n- **Core Platform Upgrades**: Unified ElizaOS Class + Core API, runtime improvements, and message bus simplification\n- **Timeline**: Browser SDK and core API upgrades scheduled for Sep-Oct 2025, with additional features rolling out through end of 2025\n\n### Blockchain-AI Integration\n- **ERC-8004 Collaboration**: Potential partnership with Ethereum Foundation to create a reference implementation game\n- **x402 Implementation**: Growing adoption across platforms (Solana, Firecrawl, Vercel, Google) with thousands of transactions\n- **Strategic Debate**: Team discussing value of building plugins versus creating user-facing applications\n\n### Technical Updates\n- **AI Model Availability**: Grok 4 Fast model now available from OpenRouter with 2M token context window\n- **Security Concerns**: Wallet drain incident reported, likely from npm supply chain attack\n- **Package Updates**: Migration to Zod v4 for compatibility with newer AI SDKs\n- **Eliza Deployment**: Work progressing on Eigen Cloud TEE with context window size challenges\n\n### Community Projects\n- **Clank Tank v2**: Jin's social agents live streaming project received updates including new set, animations, and website\n- **Auto.fun**: Site reported down for several weeks\n\n## Key Questions & Answers\n\n**Q: Why does bun sometimes run as bun.exe on Mac?**  \nA: It's related to how npm installs itself across platforms (answered by Odilitime)\n\n**Q: Are there any live examples using ERC-8004 currently?**  \nA: Not yet, the proposed collaboration would create a reference implementation (answered by shaw)\n\n**Q: What's the status of x402 adoption?**  \nA: It has significant momentum with Solana support, Firecrawl, Vercel, Google integration, and thousands of transactions (answered by jin)\n\n**Q: What's up with auto.fun? Can't access the site for some time.**  \nA: It's been down for a few weeks from what I've been able to gather (answered by DorianD)\n\n## Community Help & Collaboration\n\n1. **Plugin PR Review**\n   - Helper: sayonara\n   - Helpee: Stan \u26a1\n   - Context: Stan submitted a PR for plugin-openrouter and needed review\n   - Resolution: sayonara advised to bump the package version for the plugin\n\n2. **Bun Runtime Clarification**\n   - Helper: Odilitime\n   - Helpee: wookosh\n   - Context: wookosh was confused about why Bun runs as bun.exe on Mac\n   - Resolution: Odilitime explained it's related to how npm installs itself across platforms\n\n3. **Project Recognition**\n   - Helper: satsbased\n   - Helpee: Jin\n   - Context: Acknowledging Jin's \"clanktank\" project\n   - Resolution: Public recognition and congratulations for the project\n\n4. **Update Summarization**\n   - Helper: Broccolex\n   - Helpee: Channel members\n   - Context: Providing an automated transcript summary of the update\n   - Resolution: Kenk later shared a comprehensive summary of the session with CJ & Borko\n\n## Action Items\n\n### Technical\n- Implement Full Browser SDK with React components and hooks for agent functionality fully in browser (Mentioned by Kenk)\n- Create unified ElizaOS Class + Core API as single programmatic entry point for agent management (Mentioned by Kenk)\n- Implement message bus simplification with optional, simpler APIs for agent communication (Mentioned by Kenk)\n- Implement x402 plugin to reduce API key management pain points (Mentioned by jin)\n- Migrate to Zod v4 for compatibility with newer AI SDK (Mentioned by sayonara)\n- Complete Eliza deployment on Eigen Cloud TEE (Mentioned by sayonara)\n- Perform security sweep after wallet drain incident (Mentioned by shaw)\n- Review and merge plugin-openrouter PR #11 (Mentioned by Stan \u26a1)\n- Review and merge plugin-openai PR #15 for proxy routing capabilities (Mentioned by cjft)\n- Review and merge plugin-anthropic PR #7 for Sonnet updates (Mentioned by cjft)\n\n### Features\n- Develop MCP gateway plugin + x402 for agent-to-agent payments (Mentioned by Kenk)\n- Build Eliza Cloud SaaS platform as \"front door\" for agent building and deployment (Mentioned by Kenk)\n- Create ERC-8004 based game with Ethereum Foundation as reference implementation (Mentioned by shaw)\n- Implement tip endpoint outside of agent context for broader use cases (Mentioned by R0am | tip.md)\n- Continue development of \"clanktank\" social agents live streaming project (Mentioned by satsbased)\n\n### Documentation\n- Document ERC-8004 collaboration for agent discoverability and trust standards (Mentioned by Kenk)\n---\n2025-09-18.md\n---\n# elizaOS Discord - 2025-09-18\n\n**Date: September 18, 2025**\n\n## Overall Discussion Highlights\n\n### ElizaOS Development\n- **CLI Issues**: Multiple users reported version conflicts between ElizaOS CLI 1.4.3 and 1.5.10, with package manager conflicts between npm and bun installations causing problems.\n- **Port Conflicts**: A critical bug was identified where `elizaos dev` creates an infinite loop of port reassignments, affecting development workflows.\n- **ElizaOS Cloud Platform**: Sam-developer demonstrated a working end-to-end flow for the ElizaOS Cloud platform and plugin, allowing users to use the ElizaOS Cloud API key directly in the CLI without needing separate provider keys.\n- **.gitignore Cleanup**: Odilitime identified duplicate entries in the .gitignore file that needed cleanup, including redundant entries for bun.lock, **/dist/**, and dist/.\n\n### Integration & Features\n- **WhatsApp Integration**: Several developers discussed implementing WhatsApp integration with ElizaOS for AI auto-reply functionality, with multiple community members offering assistance.\n- **Onchain Agent Registration**: Agent Joshua shared plans to create an agent that registers itself onchain with a generated wallet using ERC-8004 contracts, and confirmed deployment experience with TEE validation.\n- **Canvas Interface**: Jin shared information about tldraw SDK 4.0, suggesting it could give Eliza an edge over other AI apps, noting that canvas interfaces represent the next evolution beyond chat interfaces.\n- **Solana Integration**: Discussions about implementing Solana USDC payments with a FastAPI backend for AI integration, and mentions of Solana's new podcast about crypto and AI called x402.\n\n### GitHub & CI/CD\n- **PR Reviews**: Stan requested review for PR #5864, mentioning defined next steps from tickets (epic 1 and 6).\n- **GitHub Actions Issue**: A workflow issue with Claude-review showing an invalid API key error was identified, with sayonara offering to fix it.\n- **Security Concerns**: Discussions about compromised npm packages and the need for CI/CD checks to prevent security vulnerabilities.\n\n## Key Questions & Answers\n\n**Q: Do we have any agent that can integrate with WhatsApp for AI auto-reply?**  \nA: Multiple users (Stan \u26a1, \u00d8Demer, 0xCryptoCooker) offered to help with implementation using WhatsApp Cloud API.\n\n**Q: Is there a command to switch versions? I can see I have installed 1.5.10 but stuck on 1.4.3**  \nA: Need to remove all versions with different package managers and reinstall with one package manager (answered by Stan \u26a1).\n\n**Q: It doesn't bypass the X API anymore?**  \nA: Nope, 1.0.7 plugin-twitter was the last that did (answered by Odilitime).\n\n**Q: Has anyone deployed 8004 contracts?**  \nA: \"I've done it and we've been working with them to make TEE validation more defined. We also did registered agents with Chaos Chain using Spore to collaborate on proposals, vote and execute proposals onchain during ETHDenver.\" (answered by Agent Joshua).\n\n## Community Help & Collaboration\n\n1. **CLI Version Conflict Resolution**\n   - **Helper**: Stan \u26a1\n   - **Helpee**: Kenk\n   - **Context**: User stuck on ElizaOS 1.4.3 despite installing 1.5.10\n   - **Resolution**: Identified package manager conflict, suggested removing CLI with all package managers and reinstalling with bun only\n\n2. **Port Conflict Debugging**\n   - **Helper**: 0xbbjoker\n   - **Helpee**: wookosh\n   - **Context**: User experiencing port conflicts and death loop with `elizaos dev`\n   - **Resolution**: Suggested bun version upgrade and checking for port conflicts, later confirmed reproducing the issue\n\n3. **GitHub Actions Workflow Fix**\n   - **Helper**: sayonara\n   - **Helpee**: Stan \u26a1\n   - **Context**: Claude-review GHA workflow showing \"Invalid API key\" error\n   - **Resolution**: Offered to fix the API key issue\n\n4. **ERC-8004 Implementation Guidance**\n   - **Helper**: Agent Joshua \u20b1 | TEE\n   - **Helpee**: Borko\n   - **Context**: ERC-8004 implementation experience\n   - **Resolution**: Shared GitHub repository and experience with TEE validation and registered agents\n\n5. **ElizaOS Contribution Guidance**\n   - **Helper**: DorianD\n   - **Helpee**: K_0X\n   - **Context**: K_0X offered development services\n   - **Resolution**: DorianD suggested submitting a PR to the ElizaOS GitHub repository as a way to demonstrate knowledge and contribute\n\n## Action Items\n\n### Technical\n- Fix port conflict issues in `elizaos dev` causing infinite loop (Mentioned by: wookosh)\n- Clean up duplicate entries in .gitignore file (Mentioned by: Odilitime)\n- Review and merge PR #5864 (Mentioned by: Stan \u26a1)\n- Fix Claude-review GHA workflow API key (Mentioned by: Stan \u26a1)\n- Add CLI checker to warn about package manager conflicts (Mentioned by: Stan \u26a1)\n- Implement CI/CD check against compromised NPM packages (Mentioned by: Rabbidfly)\n- Check if JavaScript-only ELIZA implementation is available on GitHub (Mentioned by: DorianD)\n\n### Documentation\n- Add package manager conflict resolution to troubleshooting docs (Mentioned by: Kenk)\n\n### Feature\n- Implement WhatsApp integration with ElizaOS using WhatsApp Cloud API (Mentioned by: ElizaBAO\ud83c\udf1f)\n- Implement Eliza agent with onchain registration using ERC-8004 contracts (Mentioned by: Agent Joshua \u20b1 | TEE)\n- Explore tldraw SDK 4.0 integration for canvas interfaces (Mentioned by: jin)\n- Integrate Solana USDC payments with AI functionality (Mentioned by: jin)\n---\n2025-09-20.json\n---\nelizaosDailySummary\n---\nDaily Report - 2025-09-20\n---\nGitHub Activity Summary\n---\nThe GitHub repository elizaOS/eliza showed no activity on September 20, 2025, with 0 new pull requests, 0 merged PRs, 0 new issues, and 0 active contributors during this period.\n---\nSummary for github_other\n---\nThe repository elizaOS/eliza has a list of top contributors, though specific contributor details are not provided in the input.\n---\n2025-09-20.md\n---\n# Daily Report - 2025-09-20\n\n## GitHub Activity Summary\n- The GitHub repository elizaOS/eliza showed no activity on September 20, 2025, with 0 new pull requests, 0 merged PRs, 0 new issues, and 0 active contributors during this period.\n\n## Summary for github_other\n- The repository elizaOS/eliza has a list of top contributors, though specific contributor details are not provided in the input.\n---\n2025-09-20.json\n---\nelizaOS\n---\nelizaOS Discord - 2025-09-20\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Chat Analysis for \ud83d\udcac-discussion\n\n## 1. Summary\nThe chat segment shows minimal substantive technical discussion. One user (!   0\ud835\udd98\ud835\udd88\ud835\udd86\ud835\udd97 </> !) briefly mentioned challenges with generative markets, specifically balancing adaptive behavior without causing network instability, and inquired about hybrid sandbox testing for persistent strategies. However, this technical point received no responses or further elaboration. The conversation primarily consisted of greetings, memes, social media links, and brief exchanges. One user asked about an ambassador program for elizaos, and another inquired about price predictions for AI16Z tokens, but neither received substantive technical responses. The chat appears to be a casual community channel rather than a focused technical discussion forum during this time period.\n\n## 2. FAQ\nQ: Is there any ambassador programme going on for elizaos? (asked by omega_prime) A: Best to ask <@699264581729779733> (answered by Dr. Neuro)\nQ: How much are we expecting AI16Z token to pump in this altseason? 1x,2x,5x or 10x, any rough idea? (asked by Ammar) A: Unanswered\n\n## 3. Help Interactions\nHelper: Dr. Neuro | Helpee: omega_prime | Context: Question about elizaos ambassador program | Resolution: Directed user to another community member who might have the answer\n\n## 4. Action Items\nTechnical: Balance adaptive behavior in generative markets without network instability | Description: Investigate hybrid sandbox setups for testing persistent strategies | Mentioned By: !   0\ud835\udd98\ud835\udd88\ud835\udd86\ud835\udd97 </> !\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Analysis of \ud83d\udcac-coders Channel\n\n## 1. Summary\nThe chat segment contains brief discussions about Twitter API access issues and a request for WhatsApp integration help. Users are discussing alternatives to the official Twitter API due to its restrictions, with one user specifically asking about using username/password authentication with an older version of code. Odilitime confirms that older versions of the plugin still work but notes they are unsupported, meaning users would be on their own regarding bugs and issues. There's also an unrelated request from ElizaBAO seeking development help for a WhatsApp AI auto-reply system using ElizaOS and WhatsApp Cloud API.\n\n## 2. FAQ\nQ: Any idea if we can use an unofficial x api instead? (asked by z1) A: Unanswered\nQ: Is it now impossible to log in to Twitter using username and password? (asked by passer) A: If you use the older version of the plugin, it will still work, but we don't and can't support it. So any problems bugs and you're on your own. (answered by Odilitime)\n\n## 3. Help Interactions\nHelper: Odilitime | Helpee: passer | Context: User asking about Twitter login using username/password with older code version | Resolution: Confirmed older plugin version works but without official support\n\n## 4. Action Items\nTechnical: Investigate unofficial Twitter API alternatives | Description: Explore non-official APIs as workaround for Twitter API restrictions | Mentioned By: z1\nFeature: WhatsApp AI auto-reply integration | Description: Set up WhatsApp auto-reply system using ElizaOS framework and WhatsApp Cloud API | Mentioned By: ElizaBAO\ud83c\udf1f\n---\n1301363808421543988\n---\n\ud83e\udd47-partners\n---\n# Discord Chat Analysis for \ud83e\udd47-partners Channel\n\n## 1. Summary\nThe chat primarily features DorianD proposing technical concepts around integrating neural networks, blockchain, and LLMs into ElizaOS. DorianD suggests replacing core ElizaOS code with neural networks running on a P2P blockchain network, similar to Tesla's approach of replacing legacy code with neural networks. The proposal includes using smart contracts for developer exceptions and segregating proprietary code. DorianD shares several academic papers discussing neural networks on blockchain, including concepts for model verification and deploying ML models as smart contracts. They also propose using ML for fraud detection in transactions to protect AI agents from exploitation. Separately, Seppmos provides feedback to Jin about camera angles in a show, suggesting judges should face the camera during introductions rather than looking at each other from the side, to which Jin acknowledges the feedback.\n\n## 2. FAQ\nQ: What if the core of ElizaOS was run like a neural network on a P2P blockchain network? (asked by DorianD) A: Unanswered\nQ: How could neural networks be used for fraud detection in transactions? (asked by DorianD) A: Unanswered\nQ: Why are the judges not facing the camera during introductions? (asked by Seppmos) A: The head tilt comes from Shark Tank where sharks sometimes look at each other when they talk, but they're doing it too much (answered by jin)\n\n## 3. Help Interactions\nHelper: jin | Helpee: Seppmos | Context: Feedback about camera angles for judges in a show | Resolution: Jin acknowledged the feedback and relayed it to the team\n\n## 4. Action Items\nTechnical: Explore running ElizaOS core as a neural network on a P2P blockchain | Description: Replace legacy code with neural networks similar to Tesla's approach | Mentioned By: DorianD\nTechnical: Implement neural network-based fraud detection for transactions | Description: Use ML to analyze transactions and prevent exploits like wallet drainers | Mentioned By: DorianD\nTechnical: Research blockchain networks for neural network model verification | Description: Utilize distributed verification of neural network integrity | Mentioned By: DorianD\nFeature: Improve camera angles for judges | Description: Ensure judges face the camera during introductions | Mentioned By: Seppmos\n---\n1377726087789940836\n---\ncore-devs\n---\n# Discord Chat Analysis: \"core-devs\" Channel\n\n## 1. Summary:\nThe discussion primarily focused on technical improvements to ElizaOS plugins and integrations. Key developments include:\n- Implementation of proxy URLs in the OpenRouter plugin (PR #12)\n- Identification of a token limit issue in the Anthropic plugin where hardcoded maxTokens values (4,096 for \"-3-\" models, 8,192 otherwise) underestimate actual model capacities\n- Addition of CommonJS builds alongside browser ESM and Node ESM formats\n- Browser end-to-end working demo with plugin-openai, core, and plugin-sql components\n- Updates to OpenAI plugin: upgrading whisper-1 to gpt-4o-mini-transcribe and dalle-3 to gpt-image-1\n- Standardization of transcription parameters as Blob to include MIME type rather than guessing on the plugin side\n- Progress on speech-to-text and text-to-speech functionality in OpenAI browser integration\n- Discussion about LLM training limitations regarding Matthew McConaughey's desire for a private AI model, with cjft explaining why truly private, uninfluenced models aren't feasible with limited training data\n\n## 2. FAQ:\nQ: What are your thoughts on token limits? We have reports of sloppy knowledge hallucinations, wonder if we're getting cutoff in context. (asked by cjft) A: I never had a situation where we would end up being cut off with the context. For me it was more a problem of too large context where I would face significant hallucinations. (answered by 0xbbjoker)\nQ: What's the problem with sloppy knowledge hallucination? Can you point me to the issue? (asked by 0xbbjoker) A: Just seen in techsupport occasionally. (answered by cjft)\n\n## 3. Help Interactions:\nHelper: jin | Helpee: channel members | Context: Supply chain attack concerns | Resolution: Suggested using VMs/VPS for development or separate dev machines from wallets, shared a relevant tweet about a potential solution\nHelper: cjft | Helpee: channel members | Context: Standardizing transcription parameters | Resolution: Fixed transcription issues by standardizing parameters as Blob to include MIME type instead of guessing on plugin side\n\n## 4. Action Items:\nType: Technical | Description: Implement bootstrap functionality for browser demo | Mentioned By: cjft\nType: Technical | Description: Fix default maxTokens heuristic in Anthropic plugin to better match actual model capabilities | Mentioned By: cjft\nType: Technical | Description: Implement pure JS message bus v2 for browser bootstrap | Mentioned By: cjft\nType: Technical | Description: Remove sensitive repo from commit log that was leaked | Mentioned By: cjft\n---\n2025-09-20.md\n---\n# elizaOS Discord - 2025-09-20\n\n## Overall Discussion Highlights\n\n### Technical Development\n- **Plugin Improvements**: The OpenRouter plugin now supports proxy URLs (PR #12), and the OpenAI plugin has been updated to use newer models (whisper-1 \u2192 gpt-4o-mini-transcribe, dalle-3 \u2192 gpt-image-1).\n- **Build System Updates**: CommonJS builds have been added alongside browser ESM and Node ESM formats, improving compatibility.\n- **Browser Integration**: Progress on a browser end-to-end working demo with plugin-openai, core, and plugin-sql components, including speech-to-text and text-to-speech functionality.\n- **Parameter Standardization**: Transcription parameters are now standardized as Blob to include MIME type rather than guessing on the plugin side.\n\n### Architecture Proposals\n- DorianD proposed replacing core ElizaOS code with neural networks running on a P2P blockchain network, similar to Tesla's approach of replacing legacy code with neural networks.\n- The proposal includes using smart contracts for developer exceptions and segregating proprietary code.\n- Several academic papers were shared discussing neural networks on blockchain, including concepts for model verification and deploying ML models as smart contracts.\n\n### API & Integration Challenges\n- Users discussed Twitter API access issues, with some exploring unofficial API alternatives due to restrictions in the official API.\n- A request was made for help with WhatsApp integration, specifically for developing a WhatsApp AI auto-reply system using ElizaOS and WhatsApp Cloud API.\n\n### Model Performance\n- Discussion about token limit issues in the Anthropic plugin where hardcoded maxTokens values (4,096 for \"-3-\" models, 8,192 otherwise) underestimate actual model capacities.\n- Concerns about \"sloppy knowledge hallucinations\" were raised, though some developers noted that excessive context size rather than truncation might be causing hallucinations.\n\n### Security Concerns\n- Supply chain attack concerns were discussed, with recommendations to use VMs/VPS for development or separate development machines from wallets.\n\n## Key Questions & Answers\n\n**Q: Is it now impossible to log in to Twitter using username and password?**  \nA: \"If you use the older version of the plugin, it will still work, but we don't and can't support it. So any problems bugs and you're on your own.\" (Odilitime)\n\n**Q: What are your thoughts on token limits? We have reports of sloppy knowledge hallucinations, wonder if we're getting cutoff in context.**  \nA: \"I never had a situation where we would end up being cut off with the context. For me it was more a problem of too large context where I would face significant hallucinations.\" (0xbbjoker)\n\n**Q: Is there any ambassador programme going on for elizaos?**  \nA: \"Best to ask <@699264581729779733>\" (Dr. Neuro)\n\n**Q: Why are the judges not facing the camera during introductions?**  \nA: \"The head tilt comes from Shark Tank where sharks sometimes look at each other when they talk, but they're doing it too much\" (jin)\n\n## Community Help & Collaboration\n\n1. **Twitter API Workarounds**\n   - Odilitime helped passer with information about using older versions of the Twitter plugin that still support username/password authentication, while noting the lack of official support.\n\n2. **Development Environment Security**\n   - Jin shared recommendations for protecting against supply chain attacks, suggesting the use of VMs/VPS for development or separate machines for development and wallets.\n\n3. **UI/UX Feedback**\n   - Seppmos provided feedback to Jin about camera angles in a show, suggesting judges should face the camera during introductions rather than looking at each other from the side.\n   - Jin acknowledged the feedback and relayed it to the team.\n\n4. **Ambassador Program Inquiry**\n   - Dr. Neuro directed omega_prime to the appropriate community member for information about an elizaOS ambassador program.\n\n## Action Items\n\n### Technical\n- Implement bootstrap functionality for browser demo (cjft)\n- Fix default maxTokens heuristic in Anthropic plugin to better match actual model capabilities (cjft)\n- Implement pure JS message bus v2 for browser bootstrap (cjft)\n- Remove sensitive repo from commit log that was leaked (cjft)\n- Balance adaptive behavior in generative markets without network instability (0\ud835\udd98\ud835\udd88\ud835\udd86\ud835\udd97)\n- Investigate hybrid sandbox setups for testing persistent strategies (0\ud835\udd98\ud835\udd88\ud835\udd86\ud835\udd97)\n- Investigate unofficial Twitter API alternatives as workaround for Twitter API restrictions (z1)\n- Explore running ElizaOS core as a neural network on a P2P blockchain (DorianD)\n- Implement neural network-based fraud detection for transactions to prevent exploits like wallet drainers (DorianD)\n- Research blockchain networks for neural network model verification (DorianD)\n\n### Feature\n- Set up WhatsApp auto-reply system using ElizaOS framework and WhatsApp Cloud API (ElizaBAO)\n- Improve camera angles for judges to ensure they face the camera during introductions (Seppmos)\n---\n2025-09-21.md\n---\nFile not found\n---\n2025-09-14.md\n---\n# elizaos/eliza Weekly Report (Sep 14 - 20, 2025)\n\n## \ud83d\ude80 Highlights\nThis week was characterized by a strong focus on stability, bug fixing, and enhancing the developer experience. Significant effort was dedicated to improving the Command Line Interface (CLI), particularly by resolving cross-platform compatibility issues on Windows and refining the update notification mechanism. Key plugins and project templates received critical fixes, while CI/CD workflows were optimized for better efficiency. The team also wrapped up preparations for the ETH Tokyo Workshop, clearing the way for new technical initiatives, including a proposed major cleanup of the core build system.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this week centered on hardening existing systems and improving reliability across the framework.\n\n- **CLI Stability and Cross-Platform Improvements:** A major push was made to enhance the CLI's robustness. This included comprehensive fixes for Windows CI tests, such as resolving issues with file paths and process management ([#5982], [#5981]). The `elizaos dev` command was also improved for better detection of client development servers in complex repository structures ([#5979]), and redundant migration steps during agent startup were addressed ([#5978]).\n\n- **Refined Update Mechanism and Build Process:** The CLI's update checker was fixed to correctly respect a user's distribution channel (e.g., stable, alpha), preventing inappropriate update prompts ([#5980]). The overall build process was strengthened through fixes for client bundling, dev-loop restarts, and stricter TypeScript type-checking to prevent builds with errors ([#5985]).\n\n- **Plugin and Template Fixes:** Several bugs impacting usability were resolved. An issue preventing images from the OpenRouter plugin from displaying in the web client was fixed by transforming file paths to API URLs ([#5890]). The SQL plugin received a missing `uuid` dependency ([#5977]), and project starter templates were updated to allow JSON imports, fixing a common compilation failure ([#5975]).\n\n- **CI/CD Enhancements:** To improve resource management and ensure code reviews are always current, concurrency control was added to the Claude code review workflow. This change automatically cancels previous runs when new commits are pushed to a pull request ([#5984]).\n\n## \ud83d\udc1b Issues & Triage\nIssue management this week saw the resolution of key tasks and the introduction of significant new technical debt cleanup efforts.\n\n- **Closed Issues:** The primary task completed was the preparation for the ETH Tokyo Workshop ([#5955]), marking the end of that initiative. The issue of users on stable channels receiving update notifications for alpha versions ([#5971]) was also addressed and fixed.\n\n- **New & Active Issues:**\n    - **Core Refactor:** A significant new issue was opened to undertake a full cleanup of the `/core` package, aiming to remove all hacks and forks, deliver a pure JS/TS build, and validate it across Node, Bun, and browser environments ([#5976]).\n    - **Documentation:** A new task was created to integrate the `build.eliza` page into the main documentation ([#5974]).\n    - **Ongoing Bugs:** A long-standing error (\"Failed query: insert into 'memories'\") when using the Twitter plugin with a SQL database ([#39]) remains active, with users continuing to report the problem and maintainers requesting details to reproduce it.\n    - **Community Discussion:** A debate continues in [#5857] regarding the perceived lack of documentation for the Web UI dashboard, highlighting a disconnect between user experience and maintainer assertions.\n\n## \ud83d\udcac Community & Collaboration\nCollaboration this week was evident in the focused effort to tackle stability issues. The discussion around the alpha update notifications in [#5971] showed a quick feedback loop, with `standujar` acknowledging the issue and implementing a fix. Active user-maintainer dialogue was also visible in the ongoing Twitter/SQL bug ([#39]), where maintainers are actively trying to gather information from affected users. The debate over documentation in [#5857] indicates an engaged community that is vocal about user experience, providing valuable, albeit critical, feedback to the project maintainers.\n---\n2025-09-01.md\n---\n# elizaos/eliza Monthly Report (September 2025)\n\n## \ud83d\ude80 Highlights\nSeptember was a month of foundational strengthening and architectural refinement for ElizaOS. The primary focus was a significant refactor of the Eliza CLI, aimed at simplifying its complexity and centralizing business logic within the server package. This strategic effort was complemented by substantial improvements to the developer experience, including unified NPM release workflows, dependency updates, and enhanced build stability. Key user-facing features were also delivered, such as dynamic prompting for more sophisticated scenario testing and the resolution of a persistent bug preventing image generation in Discord.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this month centered on improving the framework's core architecture, developer tooling, and overall stability.\n\n-   **CLI Architecture & User Experience:** A major architectural discussion began to overhaul the CLI, delegating runtime logic to project directories to reduce complexity ([#5860](https://github.com/elizaos/eliza/issues/5860)). On the user-facing side, a new standalone CLI chat interface was added for an improved experience ([#5879](https://github.com/elizaos/eliza/pull/5879)), and the web chat UI was enhanced to display real-time feedback on tool actions and their results ([#5865](https://github.com/elizaos/eliza/pull/5865)).\n\n-   **Build System & Release Management:** The monorepo's release infrastructure was standardized by unifying all NPM release workflows ([#5877](https://github.com/elizaos/eliza/pull/5877]) and adding a new workflow for alpha releases ([#5863](https://github.com/elizaos/eliza/pull/5863]). The entire monorepo was updated to the latest version of Bun ([#5874](https://github.com/elizaos/eliza/pull/5874]), and several build-related issues were resolved, including fixing build warnings ([#5851](https://github.com/elizaos/eliza/pull/5851]) and a critical TypeScript compilation error ([#5878](https://github.com/elizaos/eliza/pull/5878)).\n\n-   **Core Functionality & Bug Fixes:** Several critical bugs were addressed to improve stability. A key fix enabled image generation in Discord channels ([#5861](https://github.com/elizaos/eliza/pull/5861]). Other fixes included resolving a logger debug level issue ([#5849](https://github.com/elizaos/eliza/pull/5849]), correcting CLI port detection fallback ([#5876](https://github.com/elizaos/eliza/pull/5876]), fixing a dependency issue in `@elizaos/core` ([#5872](https://github.com/elizaos/eliza/pull/5872]), and addressing an unhandled promise in `plugin-bootstrap` ([#5870](https://github.com/elizaos/eliza/pull/5870)).\n\n-   **Scenario Testing & Project Tooling:** A major feature was added to enable dynamic prompting for multi-turn conversations in ElizaOS scenarios, significantly enhancing agent testing capabilities ([#5824](https://github.com/elizaos/eliza/pull/5824)). Project organization was improved by moving examples into a dedicated directory ([#5880](https://github.com/elizaos/eliza/pull/5880]), and Docker support was added to `project-starter` ([#5858](https://github.com/elizaos/eliza/pull/5858]) and improved in `project-tee-starter` ([#5859](https://github.com/elizaos/eliza/pull/5859]).\n\n## \ud83d\udc1b Issues & Triage\nIssue tracking this month highlighted a focus on architectural planning, resolving integration bugs, and capturing new feature requests.\n\n-   **Closed Issues:** Key problems were resolved, including the long-standing issue of generated images not appearing in Discord ([#5809](https://github.com/elizaos/eliza/issues/5809]) and a \"path not found\" error that blocked new project creation via the CLI ([#5856](https://github.com/elizaos/eliza/issues/5856)). The implementation of dynamic prompting for scenarios was also successfully closed ([#5819](https://github.com/elizaos/eliza/issues/5819)).\n\n-   **New & Active Issues:** The most significant new issue is the **CLI Overhaul** ([#5860](https://github.com/elizaos/eliza/issues/5860)), which sparked detailed architectural discussions about separating concerns between the CLI, server, and starter projects. Several important feature requests were opened, including an **Observability GUI** ([#5868](https://github.com/elizaos/eliza/issues/5868]), **Matrix platform integration** ([#5862](https://github.com/elizaos/eliza/issues/5862]), and **native web fetching** for agents ([#5889](https://github.com/elizaos/eliza/issues/5889)). A critical usability gap was reported regarding the **undocumented Web UI** ([#5857](https://github.com/elizaos/eliza/issues/5857)). An ongoing discussion around a plugin not appearing in the registry ([#5813](https://github.com/elizaos/eliza/issues/5813)) highlighted a need for clearer documentation on the plugin publishing process.\n\n## \ud83d\udcac Community & Collaboration\nCollaboration this month was characterized by a healthy mix of strategic planning and responsive support. The discussion around the CLI refactor ([#5860](https://github.com/elizaos/eliza/issues/5860)) showed deep engagement from core developers in shaping the project's future architecture. Additionally, the active support provided on the plugin publishing issue ([#5813](https://github.com/elizaos/eliza/issues/5813)) demonstrates the team's commitment to helping contributors navigate the ecosystem's complexities. The activity reflects a project focused on both long-term sustainability and immediate community needs.\n---\n{\n  \"interval\": {\n    \"intervalStart\": \"2025-09-01T00:00:00.000Z\",\n    \"intervalEnd\": \"2025-10-01T00:00:00.000Z\",\n    \"intervalType\": \"month\"\n  },\n  \"repository\": \"elizaos/eliza\",\n  \"overview\": \"From 2025-09-01 to 2025-10-01, elizaos/eliza had 70 new PRs (65 merged), 64 new issues, and 28 active contributors.\",\n  \"topIssues\": [\n    {\n      \"id\": \"I_kwDOMT5cIs7I-3_W\",\n      \"title\": \"Refactor Eliza CLI\",\n      \"author\": \"borisudovicic\",\n      \"number\": 5860,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"### **Summary**\\n\\nThe current CLI is overly complex and duplicates logic that should live inside project directories. Instead of bootstrapping AgentServer inside the CLI, we should streamline it to handle only configuration and delegate execution to the project\u2019s runtime.\\n\\n### **Problem**\\n\\n* **Duplication of logic:** Both the CLI and project code (e.g. project-starter/src/index.ts) contain overlapping runner and module management logic .\\n* **Code-first gap:** Without a true code-first Eliza, the CLI has taken on responsibilities (e.g. instantiating AgentServer) that should belong to projects.\\n* **Unnecessary coupling:** Bootstrapping agents directly from the CLI makes it harder to reason about project boundaries and introduces complexity in maintaining two runtimes.\\n* **Developer UX:** For new users, this creates confusion about where to put logic and increases friction.\\n\\n### **Proposal**\\n\\n* **CLI responsibilities:**\\n  * Manage environment and char.json configuration (via env and config commands).\\n  * Provide a clean interface for project creation (elizaos create) .\\n  * Delegate execution to project scripts (bun run build, bun run start) rather than running agents directly.\\n* **Project responsibilities:**\\n  * Own all logic for AgentServer instantiation (directly in project-starter/src/index.ts).\\n  * Expose a clear entry point (start/dev) that the CLI calls into.\\n  * Keep all runtime and module complexity contained in project code.\",\n      \"createdAt\": \"2025-09-01T09:20:11Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 11\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7Hx_mQ\",\n      \"title\": \"i Successfully Publish a Plugin in  23AUG but it's not visible in PR\",\n      \"author\": \"1BDO\",\n      \"number\": 5813,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"plugin-delta-0.1.0\",\n      \"createdAt\": \"2025-08-25T13:01:43Z\",\n      \"closedAt\": \"2025-09-09T11:43:31Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 6\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7LRVBR\",\n      \"title\": \"dont show update available for alpha versions if user is not on alpha dist\",\n      \"author\": \"linear\",\n      \"number\": 5971,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"<img src=\\\"https://uploads.linear.app/186bdefa-3633-464a-80cd-6e86fe765a5c/0af2decf-dd33-469a-aab1-779f4bd0a107/5e076123-c41d-4e75-a0b2-108e59225fb7?signature=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJwYXRoIjoiLzE4NmJkZWZhLTM2MzMtNDY0YS04MGNkLTZlODZmZTc2NWE1Yy8wYWYyZGVjZi1kZDMzLTQ2OWEtYWFiMS03NzlmNGJkMGExMDcvNWUwNzYxMjMtYzQxZC00ZTc1LWEwYjItMTA4ZTU5MjI1ZmI3IiwiaWF0IjoxNzU3NjgwNTY4LCJleHAiOjMzMzI4MjQwNTY4fQ.1dmB2U08TnPOzd53R8Pfc4NZZH86lZfc6s91PToMlR0 \\\" alt=\\\"image.png\\\" width=\\\"742\\\" data-linear-height=\\\"115\\\" />\",\n      \"createdAt\": \"2025-09-12T12:36:08Z\",\n      \"closedAt\": \"2025-09-18T12:01:04Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 3\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7HaHnG\",\n      \"title\": \"Image Generation not working in Discord\",\n      \"author\": \"harperaa\",\n      \"number\": 5809,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"**Describe the bug**\\n\\nGenerated images not appearing in discord, it shows in the webui, but not in discord.\\n\\n**To Reproduce**\\n\\nAsk to create an image, it says here it is, and describes it, but does not show up in discord.\\n\\nI see this in logs on webui. Executed action: GENERATE_IMAGE\\n\\n**Expected behavior**\\n\\nImage in discord.\\n\\n**Screenshots**\\n\\nIf I am missing some permission or config needed, please let me know.  Again, it works in webui, but not in discord.\",\n      \"createdAt\": \"2025-08-22T13:33:19Z\",\n      \"closedAt\": \"2025-09-05T11:44:30Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 2\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7I4LpR\",\n      \"title\": \"path not found\",\n      \"author\": \"MagdiejamesNYC\",\n      \"number\": 5856,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"when I try to create a new project I have this error:\\n\\nCleaning up due to error...\\n\u2514  Failed to create Project.\\n\\n Error      Create command failed: {\\n  error: error: Cannot find module '/home/runner/work/eliza/eliza/packages/cli/package.json' from '/Users/james/my-eliza-project/node_modules/@elizaos/cli/dist/index.js',\\n}\\n Error      An error occurred: {\\n  error: error: Cannot find module '/home/runner/work/eliza/eliza/packages/cli/package.json' from '/Users/james/my-eliza-project/node_modules/@elizaos/cli/dist/index.js',\\n}\\n Error      Unknown error type: {\\n  type: \\\"object\\\",\\n}\\n Error      Error value: {\\n  error: error: Cannot find module '/home/runner/work/eliza/eliza/packages/cli/package.json' from '/Users/james/my-eliza-project/node_modules/@elizaos/cli/dist/index.js',\\n}\\n\\nthere is not way to do a fresh install. Can you push an update to the package?\",\n      \"createdAt\": \"2025-08-31T11:35:58Z\",\n      \"closedAt\": \"2025-09-05T11:43:07Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 2\n    }\n  ],\n  \"topPRs\": [\n    {\n      \"id\": \"PR_kwDOMT5cIs6pXAC9\",\n      \"title\": \"Pending PR\",\n      \"author\": \"K1mc4n\",\n      \"number\": 5989,\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\u00a0 - [do action]\\r\\n\u00a0 - 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<!-- \u00a0Copy and paste command line output. -->\\r\\n<!--\\r\\n## Database changes\\r\\n-->\\r\\n\\r\\n<!-- \u00a0Please 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/ai16z 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\": \"2025-09-18T19:03:58Z\",\n      \"mergedAt\": null,\n      \"additions\": 82050,\n      \"deletions\": 51241\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6pYAwb\",\n      \"title\": \"chore: refactor dynamic migrations\",\n      \"author\": \"0xbbjoker\",\n      \"number\": 5990,\n      \"body\": \"\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-09-18T20:36:13Z\",\n      \"mergedAt\": null,\n      \"additions\": 8335,\n      \"deletions\": 1576\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6lb8rP\",\n      \"title\": \"feat: scenarios dynamic prompting + spec\",\n      \"author\": \"monilpat\",\n      \"number\": 5824,\n      \"body\": \"# Draft Pull Request: Implement Dynamic Prompting (Multi-Turn Conversations) in ElizaOS Scenarios\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\\n\\r\\nThis PR implements **Dynamic Prompting** (multi-turn conversations) in ElizaOS scenarios, enabling sophisticated testing of agent behavior through extended conversations where an LLM simulates realistic user responses. This feature extends the existing single-turn scenario framework to support complex conversation flows while maintaining 100% backward compatibility.\\r\\n\\r\\n**Ticket**: [ELIZA-669](https://linear.app/eliza-labs/issue/ELIZA-669/implement-dynamic-prompting-multi-turn-conversations-in)\\r\\n\\r\\n## \ud83d\ude80 Key Features\\r\\n\\r\\n### \u2728 Multi-Turn Conversation Support\\r\\n- **LLM User Simulator**: Generates realistic, persona-driven user responses\\r\\n- **Conversation Orchestration**: Manages multi-turn execution with termination logic\\r\\n- **Turn-Level Evaluations**: Real-time assessment during conversation flow\\r\\n- **Advanced Evaluators**: New conversation-specific evaluation types\\r\\n\\r\\n### \ud83d\udd04 Backward Compatibility\\r\\n- **100% Compatible**: All existing single-turn scenarios work unchanged\\r\\n- **Gradual Adoption**: Teams can enhance existing scenarios incrementally\\r\\n- **No Breaking Changes**: Existing APIs and CLI commands remain unchanged\\r\\n\\r\\n### \ud83e\udde0 Intelligent Conversation Management\\r\\n- **Termination Conditions**: Multiple strategies for ending conversations early\\r\\n- **Context Retention**: Agent memory testing across conversation turns\\r\\n- **Emotional Intelligence**: Handling complex user personas and emotional states\\r\\n- **Performance Optimization**: Timeout mechanisms and resource management\\r\\n\\r\\n## \ud83d\udcc1 Files Changed\\r\\n\\r\\n### New Files\\r\\n```\\r\\npackages/cli/src/commands/scenario/src/\\r\\n\u251c\u2500\u2500 conversation-types.ts          # TypeScript interfaces for conversation components\\r\\n\u251c\u2500\u2500 UserSimulator.ts              # LLM-based user response generation\\r\\n\u251c\u2500\u2500 ConversationManager.ts        # Multi-turn conversation orchestration\\r\\n\u251c\u2500\u2500 ConversationEvaluators.ts    # New conversation-specific evaluators\\r\\n\u2514\u2500\u2500 __tests__/\\r\\n    \u251c\u2500\u2500 UserSimulator.test.ts     # Unit tests for user simulator\\r\\n    \u251c\u2500\u2500 ConversationManager.test.ts # Unit tests for conversation manager\\r\\n    \u251c\u2500\u2500 ConversationEvaluators.test.ts # Unit tests for new evaluators\\r\\n    \u251c\u2500\u2500 schema-conversation.test.ts # Schema validation tests\\r\\n    \u2514\u2500\u2500 integration/\\r\\n        \u251c\u2500\u2500 conversation-flow.test.ts # Integration tests\\r\\n        \u2514\u2500\u2500 backward-compatibility.test.ts # Compatibility tests\\r\\n```\\r\\n\\r\\n### Modified Files\\r\\n```\\r\\npackages/cli/src/commands/scenario/src/\\r\\n\u251c\u2500\u2500 schema.ts                     # Extended with conversation schemas\\r\\n\u251c\u2500\u2500 LocalEnvironmentProvider.ts   # Added conversation support\\r\\n\u251c\u2500\u2500 E2BEnvironmentProvider.ts     # Added conversation support\\r\\n\u2514\u2500\u2500 EvaluationEngine.ts           # Registered new evaluators\\r\\n```\\r\\n\\r\\n### New Example Files\\r\\n```\\r\\npackages/cli/src/commands/scenario/examples/\\r\\n\u251c\u2500\u2500 basic-conversation.yaml       # Basic multi-turn conversation\\r\\n\u251c\u2500\u2500 emotional-intelligence.yaml   # Complex persona testing\\r\\n\u251c\u2500\u2500 technical-support.yaml        # Troubleshooting conversation\\r\\n\u2514\u2500\u2500 knowledge-transfer.yaml       # Educational conversation\\r\\n```\\r\\n\\r\\n## \ud83d\udd27 Technical Implementation\\r\\n\\r\\n### Schema Extensions\\r\\n- **ConversationConfigSchema**: Defines conversation configuration with user simulator settings\\r\\n- **New Evaluation Types**: `conversation_length`, `conversation_flow`, `user_satisfaction`, `context_retention`\\r\\n- **Backward Compatible**: Optional `conversation` field in existing `RunStepSchema`\\r\\n\\r\\n### User Simulator\\r\\n- **Persona-Driven**: Configurable personality, objectives, constraints, and knowledge level\\r\\n- **Context-Aware**: Builds prompts based on conversation history and agent responses\\r\\n- **Realistic Generation**: LLM-based response generation with behavioral constraints\\r\\n\\r\\n### Conversation Manager\\r\\n- **Multi-Turn Orchestration**: Manages conversation flow and turn execution\\r\\n- **Termination Logic**: Intelligent conversation ending based on multiple conditions\\r\\n- **Evaluation Integration**: Supports both turn-level and final evaluations\\r\\n- **Error Handling**: Graceful handling of failures and timeouts\\r\\n\\r\\n### New Evaluators\\r\\n- **ConversationLengthEvaluator**: Validates optimal conversation duration\\r\\n- **ConversationFlowEvaluator**: Detects required conversation patterns\\r\\n- **UserSatisfactionEvaluator**: Measures user satisfaction through multiple methods\\r\\n- **ContextRetentionEvaluator**: Verifies agent memory across conversation turns\\r\\n\\r\\n## \ud83d\udccb Configuration Examples\\r\\n\\r\\n### Basic Multi-Turn Conversation\\r\\n```yaml\\r\\nrun:\\r\\n  - input: \\\"Hi, I need help with something\\\"\\r\\n    conversation:\\r\\n      max_turns: 4\\r\\n      user_simulator:\\r\\n        persona: \\\"polite customer with a billing question\\\"\\r\\n        objective: \\\"find out why charged twice this month\\\"\\r\\n        temperature: 0.6\\r\\n      final_evaluations:\\r\\n        - type: \\\"llm_judge\\\"\\r\\n          prompt: \\\"Did the agent successfully help resolve the billing issue?\\\"\\r\\n          expected: \\\"yes\\\"\\r\\n```\\r\\n\\r\\n### Advanced Emotional Intelligence Testing\\r\\n```yaml\\r\\nrun:\\r\\n  - input: \\\"This is ridiculous! Your product doesn't work!\\\"\\r\\n    conversation:\\r\\n      max_turns: 6\\r\\n      user_simulator:\\r\\n        persona: \\\"angry customer who had bad experience\\\"\\r\\n        objective: \\\"vent frustration but eventually want help\\\"\\r\\n        style: \\\"initially hostile, gradually becomes cooperative if handled well\\\"\\r\\n        constraints:\\r\\n          - \\\"Start with complaints and criticism\\\"\\r\\n          - \\\"Become more cooperative if agent shows empathy\\\"\\r\\n      termination_conditions:\\r\\n        - type: \\\"user_expresses_satisfaction\\\"\\r\\n        - type: \\\"agent_escalates_to_human\\\"\\r\\n      final_evaluations:\\r\\n        - type: \\\"user_satisfaction\\\"\\r\\n          satisfaction_threshold: 0.6\\r\\n        - type: \\\"conversation_flow\\\"\\r\\n          required_patterns: [\\\"empathy_then_solution\\\", \\\"clarification_cycle\\\"]\\r\\n```\\r\\n\\r\\n## \ud83e\uddea Testing Strategy\\r\\n\\r\\n### Unit Tests\\r\\n- **UserSimulator**: Tests persona-driven response generation and constraint handling\\r\\n- **ConversationManager**: Tests turn execution, termination logic, and error handling\\r\\n- **ConversationEvaluators**: Tests all new evaluation types with various scenarios\\r\\n- **Schema Validation**: Tests conversation schema validation and backward compatibility\\r\\n\\r\\n### Integration Tests\\r\\n- **Conversation Flow**: End-to-end conversation execution with realistic scenarios\\r\\n- **Provider Integration**: Tests both local and cloud environment providers\\r\\n- **Evaluation Integration**: Tests new evaluators with existing evaluation engine\\r\\n- **Backward Compatibility**: Ensures existing scenarios work unchanged\\r\\n\\r\\n### Performance Tests\\r\\n- **Resource Usage**: Memory and CPU usage validation for long conversations\\r\\n- **LLM API Optimization**: Token usage and rate limiting verification\\r\\n- **Timeout Handling**: Tests timeout mechanisms and graceful degradation\\r\\n\\r\\n## \ud83d\udcca Performance Impact\\r\\n\\r\\n### Resource Usage\\r\\n- **Memory**: Additional ~50MB per conversation (configurable limits)\\r\\n- **CPU**: Minimal impact, primarily during LLM API calls\\r\\n- **Network**: Additional LLM API calls for user simulation (optimized with caching)\\r\\n\\r\\n### Execution Time\\r\\n- **Single-Turn Scenarios**: No impact (unchanged execution path)\\r\\n- **Multi-Turn Scenarios**: ~30-60 seconds per turn (configurable timeouts)\\r\\n- **Matrix Testing**: Parallel execution with rate limiting\\r\\n\\r\\n### LLM API Usage\\r\\n- **User Simulation**: ~200 tokens per turn (configurable)\\r\\n- **Evaluation**: ~100 tokens per evaluation (existing pattern)\\r\\n- **Rate Limiting**: Built-in throttling and retry logic\\r\\n\\r\\n## \ud83d\udd12 Security & Reliability\\r\\n\\r\\n### Error Handling\\r\\n- **LLM API Failures**: Retry logic with exponential backoff\\r\\n- **Timeout Mechanisms**: Configurable timeouts per turn and total conversation\\r\\n- **Graceful Degradation**: Fallback to simpler simulation strategies\\r\\n- **Resource Limits**: Memory and execution time limits to prevent runaway conversations\\r\\n\\r\\n### Data Privacy\\r\\n- **No Persistent Storage**: Conversation data not stored beyond execution\\r\\n- **Transcript Export**: Optional full conversation export for debugging\\r\\n- **Logging Control**: Configurable debug logging levels\\r\\n\\r\\n## \ud83d\udea6 Migration Guide\\r\\n\\r\\n### For Existing Scenarios\\r\\n**No changes required!** All existing scenarios continue to work unchanged:\\r\\n\\r\\n```yaml\\r\\n# Existing scenario - works exactly as before\\r\\nrun:\\r\\n  - input: \\\"Hello agent\\\"\\r\\n    evaluations:\\r\\n      - type: \\\"string_contains\\\"\\r\\n        value: \\\"hello\\\"\\r\\n```\\r\\n\\r\\n### For Enhanced Scenarios\\r\\nGradually add conversation features to existing scenarios:\\r\\n\\r\\n```yaml\\r\\n# Enhanced scenario - adds conversation while keeping existing evaluations\\r\\nrun:\\r\\n  - input: \\\"Hello agent\\\"\\r\\n    conversation:\\r\\n      max_turns: 2\\r\\n      user_simulator:\\r\\n        persona: \\\"friendly user\\\"\\r\\n        objective: \\\"have brief chat\\\"\\r\\n    evaluations:  # Keep existing evaluations for compatibility\\r\\n      - type: \\\"string_contains\\\"\\r\\n        value: \\\"hello\\\"\\r\\n```\\r\\n\\r\\n### For New Conversation-First Scenarios\\r\\nCreate scenarios designed for multi-turn testing:\\r\\n\\r\\n```yaml\\r\\n# New conversation-first scenario\\r\\nrun:\\r\\n  - input: \\\"I have a complex problem\\\"\\r\\n    conversation:\\r\\n      max_turns: 8\\r\\n      user_simulator:\\r\\n        persona: \\\"confused user with technical issue\\\"\\r\\n        objective: \\\"get step-by-step help\\\"\\r\\n      final_evaluations:\\r\\n        - type: \\\"user_satisfaction\\\"\\r\\n          satisfaction_threshold: 0.7\\r\\n        - type: \\\"conversation_length\\\"\\r\\n          optimal_turns: 5\\r\\n```\\r\\n\\r\\n## \ud83d\udcc8 Future Enhancements\\r\\n\\r\\n### Planned Features\\r\\n- **Advanced Personas**: More sophisticated user personality modeling\\r\\n- **Multi-Agent Conversations**: Support for multiple agents in conversation\\r\\n- **Emotional Intelligence**: Enhanced emotional state tracking and response\\r\\n- **Conversation Analytics**: Advanced conversation quality metrics\\r\\n- **Custom Evaluators**: Framework for custom conversation evaluators\\r\\n\\r\\n### Performance Optimizations\\r\\n- **Response Caching**: Cache common user simulation responses\\r\\n- **Parallel Processing**: Concurrent evaluation execution\\r\\n- **Streaming Transcripts**: Real-time conversation monitoring\\r\\n- **Resource Pooling**: Shared LLM connection pools\\r\\n\\r\\n## \u2705 Acceptance Criteria\\r\\n\\r\\n### Functional Requirements\\r\\n- [x] **Backward Compatibility**: All existing single-turn scenarios execute without modification\\r\\n- [x] **Multi-turn Execution**: Conversation scenarios execute successfully with realistic user simulation\\r\\n- [x] **User Simulation**: LLM generates persona-consistent, contextually appropriate responses\\r\\n- [x] **Termination Logic**: Conversation ends appropriately based on configured conditions\\r\\n- [x] **Evaluation System**: All new evaluation types provide meaningful insights\\r\\n- [x] **Matrix Testing**: Matrix scenarios support conversation parameters and execute correctly\\r\\n- [x] **Error Handling**: Graceful handling of LLM failures, timeouts, and edge cases\\r\\n\\r\\n### Performance Requirements\\r\\n- [x] **Execution Time**: Conversation scenarios complete within reasonable time limits (max 5 minutes for 8-turn conversation)\\r\\n- [x] **Memory Usage**: Memory usage remains within acceptable bounds (max 2GB for complex scenarios)\\r\\n- [x] **LLM API Usage**: Optimized token usage and rate limiting (max 1000 tokens per user simulation)\\r\\n- [x] **Resource Efficiency**: No memory leaks or resource accumulation across multiple scenarios\\r\\n\\r\\n### Quality Requirements\\r\\n- [x] **Test Coverage**: Comprehensive test coverage (unit: 90%, integration: 80%, e2e: 70%)\\r\\n- [x] **Error Handling**: Clear error messages and debugging capabilities\\r\\n- [x] **Documentation**: Well-documented examples and migration guide\\r\\n- [x] **Logging**: Comprehensive logging for debugging and monitoring\\r\\n- [x] **Metrics**: Performance metrics and conversation quality measurements\\r\\n\\r\\n## \ud83d\udd0d Testing Instructions\\r\\n\\r\\n### Manual Testing\\r\\n1. **Backward Compatibility**: Run existing scenario suite to ensure no regressions\\r\\n2. **Basic Conversation**: Test simple multi-turn conversation scenarios\\r\\n3. **Complex Personas**: Test emotional intelligence and difficult user scenarios\\r\\n4. **Matrix Testing**: Test conversation parameters in matrix scenarios\\r\\n5. **Error Scenarios**: Test timeout, LLM failure, and resource limit scenarios\\r\\n\\r\\n### Automated Testing\\r\\n```bash\\r\\n# Run all tests\\r\\nbun test\\r\\n\\r\\n# Run conversation-specific tests\\r\\nbun test --grep \\\"conversation\\\"\\r\\n\\r\\n# Run backward compatibility tests\\r\\nbun test --grep \\\"backward\\\"\\r\\n\\r\\n# Run performance tests\\r\\nbun test --grep \\\"performance\\\"\\r\\n```\\r\\n\\r\\n## \ud83d\udcda Documentation\\r\\n\\r\\n### Updated Documentation\\r\\n- **Dynamic Prompting Guide**: Comprehensive implementation guide\\r\\n- **Engineering Design**: Detailed technical design document\\r\\n- **Configuration Examples**: Real-world scenario examples\\r\\n- **Migration Guide**: Step-by-step migration instructions\\r\\n\\r\\n### New Documentation\\r\\n- **Conversation Best Practices**: Guidelines for effective conversation scenarios\\r\\n- **Persona Design Guide**: How to create realistic user personas\\r\\n- **Evaluation Strategies**: Advanced evaluation techniques for conversations\\r\\n- **Performance Tuning**: Optimization guidelines for conversation scenarios\\r\\n\\r\\n## \ud83e\udd1d Review Checklist\\r\\n\\r\\n### Code Quality\\r\\n- [ ] **TypeScript**: All code properly typed with no `any` types\\r\\n- [ ] **Error Handling**: Comprehensive error handling and edge case coverage\\r\\n- [ ] **Logging**: Appropriate logging levels and debug information\\r\\n- [ ] **Documentation**: Inline code documentation and JSDoc comments\\r\\n- [ ] **Naming**: Clear, descriptive variable and function names\\r\\n\\r\\n### Architecture\\r\\n- [ ] **Separation of Concerns**: Clear boundaries between components\\r\\n- [ ] **Dependency Management**: Proper dependency injection and loose coupling\\r\\n- [ ] **Extensibility**: Framework supports future enhancements\\r\\n- [ ] **Performance**: Efficient resource usage and optimization\\r\\n- [ ] **Security**: Proper input validation and data handling\\r\\n\\r\\n### Testing\\r\\n- [ ] **Unit Tests**: Comprehensive unit test coverage for all components\\r\\n- [ ] **Integration Tests**: End-to-end testing of conversation flows\\r\\n- [ ] **Backward Compatibility**: Existing scenarios work unchanged\\r\\n- [ ] **Performance Tests**: Resource usage and timeout validation\\r\\n- [ ] **Error Scenarios**: Failure mode testing and recovery\\r\\n\\r\\n### Documentation\\r\\n- [ ] **User Guide**: Clear instructions for using conversation features\\r\\n- [ ] **Migration Guide**: Step-by-step migration for existing scenarios\\r\\n- [ ] **API Documentation**: Complete API reference for new components\\r\\n- [ ] **Examples**: Comprehensive example scenarios\\r\\n- [ ] **Troubleshooting**: Common issues and solutions\\r\\n\\r\\n## \ud83c\udf89 Impact\\r\\n\\r\\nThis implementation significantly enhances ElizaOS scenario testing capabilities by enabling:\\r\\n\\r\\n1. **Realistic Agent Testing**: Multi-turn conversations that test real-world interaction patterns\\r\\n2. **Complex Behavior Assessment**: Evaluation of agent memory, emotional intelligence, and problem-solving\\r\\n3. **Comprehensive Coverage**: Testing scenarios previously impossible with single-turn interactions\\r\\n4. **Production Readiness**: Agent validation for complex customer support and assistance scenarios\\r\\n\\r\\nThe feature maintains full backward compatibility while providing a powerful new testing paradigm for sophisticated agent behavior evaluation.\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-08-26T15:22:47Z\",\n      \"mergedAt\": \"2025-09-05T17:27:43Z\",\n      \"additions\": 7470,\n      \"deletions\": 274\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6nYgfa\",\n      \"title\": \"fix: sanitize dkg assets\",\n      \"author\": \"Lexpeartha\",\n      \"number\": 5902,\n      \"body\": \"\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-09-08T13:11:21Z\",\n      \"mergedAt\": null,\n      \"additions\": 5899,\n      \"deletions\": 890\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6kzWrr\",\n      \"title\": \"feat: Add AI Gateway plugin - Universal access to 100+ AI models\",\n      \"author\": \"Dexploarer\",\n      \"number\": 5806,\n      \"body\": \"## Summary\\nAdds a universal AI Gateway plugin that provides access to 100+ AI models through Vercel AI Gateway and other OpenAI-compatible gateways.\\n\\n## Features\\n- \ud83d\ude80 **100+ AI Models** - OpenAI, Anthropic, Google, Meta, Mistral, and more through unified gateways\\n- \ud83d\udd04 **Universal Gateway Support** - Works with Vercel AI Gateway, OpenRouter, and any OpenAI-compatible endpoint\\n- \ud83d\udcbe **Response Caching** - Built-in LRU cache for cost optimization\\n- \ud83d\udcca **Built-in Telemetry** - Track usage and performance metrics\\n- \u26a1 **High Performance** - Automatic retry logic and connection pooling\\n- \ud83c\udfaf **Multiple Actions** - Text generation, image generation, embeddings, and model listing\\n\\n## Highlights\\n\\n### Vercel AI Gateway Integration\\n- Optimized for Vercel's AI Gateway with proper URL format (`https://ai-gateway.vercel.sh/v1`)\\n- Supports Vercel's colon-based model naming convention (e.g., `openai:gpt-4o`)\\n- Compatible with Vercel's app attribution headers for analytics\\n\\n### Flexible Provider Support\\n- Works with any OpenAI-compatible API endpoint\\n- Automatic model format detection (colon vs slash separators)\\n- Seamless switching between providers with minimal configuration\\n\\n### Enterprise Features\\n- Response caching with configurable TTL\\n- Automatic retry logic with exponential backoff\\n- OIDC authentication support for enterprise deployments\\n- Comprehensive error handling and fallback mechanisms\\n\\n## Installation\\n\\nThe plugin is already published to npm for immediate use:\\n```bash\\nnpm install @promptordie/plugin-aigateway\\n```\\n\\nAfter merge, it will be available as:\\n```bash\\nnpm install @elizaos/plugin-aigateway\\n```\\n\\n## Configuration\\n\\n```env\\n# Required\\nAIGATEWAY_API_KEY=your_api_key_here\\n\\n# Optional (defaults shown)\\nAIGATEWAY_BASE_URL=https://ai-gateway.vercel.sh/v1\\nAIGATEWAY_DEFAULT_MODEL=openai:gpt-4o-mini\\nAIGATEWAY_LARGE_MODEL=openai:gpt-4o\\nAIGATEWAY_EMBEDDING_MODEL=openai:text-embedding-3-small\\nAIGATEWAY_CACHE_TTL=300\\nAIGATEWAY_MAX_RETRIES=3\\n```\\n\\n## Usage\\n\\n```typescript\\nimport aiGatewayPlugin from '@elizaos/plugin-aigateway';\\n\\nconst character = {\\n    name: 'MyAgent',\\n    plugins: [aiGatewayPlugin],\\n    settings: {\\n        AIGATEWAY_API_KEY: 'your-api-key'\\n    }\\n};\\n```\\n\\n## Test Plan\\n- [x] Built successfully with `bun run build`\\n- [x] All TypeScript types validated\\n- [x] Published to npm registry for testing\\n- [x] Tested with Vercel AI Gateway\\n- [x] Tested model provider registration\\n- [ ] Community testing welcomed\\n\\n## Documentation\\nFull documentation and examples included in packages/plugin-aigateway/README.md\\n\\n## Related Links\\n- NPM Package: https://www.npmjs.com/package/@promptordie/plugin-aigateway\\n- Vercel AI Gateway Docs: https://vercel.com/docs/ai-gateway\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-08-22T02:36:55Z\",\n      \"mergedAt\": null,\n      \"additions\": 4985,\n      \"deletions\": 423\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 25910,\n    \"deletions\": 7834,\n    \"files\": 270,\n    \"commitCount\": 508\n  },\n  \"completedItems\": [\n    {\n      \"title\": \"fix: namespace plugin routes\",\n      \"prNumber\": 5693,\n      \"type\": \"bugfix\",\n      \"body\": \"# Risks\\r\\n\\r\\nLow, some routes maybe need to be updated\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\n- makes helmut more permissive (only in dev mode) so devs can use tailwind or CDNs for js frameworks\\r\\n- DRY clean up in server (refactored u\",\n      \"files\": [\n        \"packages/core/src/runtime.ts\",\n        \"packages/server/src/api/index.ts\",\n        \"packages/server/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: scenarios dynamic prompting + spec\",\n      \"prNumber\": 5824,\n      \"type\": \"feature\",\n      \"body\": \"# Draft Pull Request: Implement Dynamic Prompting (Multi-Turn Conversations) in ElizaOS Scenarios\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\\n\\r\\nThis PR implements **Dynamic Prompting** (multi-turn conversations) in ElizaOS scenarios, enabling sophisticated testing \",\n      \"files\": [\n        \"ELIZA-669-Dynamic-Prompting-Ticket.md\",\n        \"ELIZA-669-Implementation-Code.md\",\n        \"bun.lock\",\n        \"packages/cli/src/commands/scenario/DYNAMIC_PROMPTING_ENG_DESIGN.md\",\n        \"packages/cli/src/commands/scenario/DYNAMIC_PROMPTING_GUIDE.md\",\n        \"packages/cli/src/commands/scenario/IMPLEMENTATION_VALIDATION_REPORT.md\",\n        \"packages/cli/src/commands/scenario/SCENARIO_REPORT_SPEC.md\",\n        \"packages/cli/src/commands/scenario/examples/basic-conversation.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/conversation-matrix.matrix.yaml\",\n        \"packages/cli/src/commands/scenario/examples/customer-support-conversation.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/emotional-intelligence.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/knowledge-transfer.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/legacy-compatibility.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/minimal-test.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/simple-test.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/technical-troubleshooting.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/working-test.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/index.ts\",\n        \"packages/cli/src/commands/scenario/src/ConversationEvaluators.ts\",\n        \"packages/cli/src/commands/scenario/src/ConversationManager.ts\",\n        \"packages/cli/src/commands/scenario/src/EvaluationEngine.ts\",\n        \"packages/cli/src/commands/scenario/src/LocalEnvironmentProvider.ts\",\n        \"packages/cli/src/commands/scenario/src/UserSimulator.ts\",\n        \"packages/cli/src/commands/scenario/src/__tests__/ConversationEvaluators.test.ts\",\n        \"packages/cli/src/commands/scenario/src/__tests__/ConversationManager.test.ts\",\n        \"packages/cli/src/commands/scenario/src/__tests__/UserSimulator.test.ts\",\n        \"packages/cli/src/commands/scenario/src/__tests__/backwards-compatibility.test.ts\",\n        \"packages/cli/src/commands/scenario/src/__tests__/e2e-integration.test.ts\",\n        \"packages/cli/src/commands/scenario/src/__tests__/schema-backwards-compatibility.test.ts\",\n        \"packages/cli/src/commands/scenario/src/conversation-types.ts\",\n        \"packages/cli/src/commands/scenario/src/runtime-factory.ts\",\n        \"packages/cli/src/commands/scenario/src/schema.ts\",\n        \"packages/cli/package.json\",\n        \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-41-43.json\",\n        \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-42-28.json\",\n        \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-43-17.json\",\n        \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-47-27.json\",\n        \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-51-09.json\",\n        \"packages/cli/packages/cli/src/commands/scenario/_logs_/run-run-2025-08-29-001-07-52-30.json\",\n        \".cursor\",\n        \".gitignore\",\n        \"packages/cli/src/commands/report/generate.ts\",\n        \"packages/cli/src/commands/scenario/docs/README.md\",\n        \"packages/cli/src/commands/scenario/docs/scenario-runner-spec.md\",\n        \"packages/cli/src/commands/scenario/docs/scenarios.md\",\n        \"packages/cli/src/commands/scenario/examples/test-github-issues.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/src/E2BEnvironmentProvider.ts\",\n        \"packages/cli/src/commands/scenario/src/EnhancedEvaluationEngine.ts\",\n        \"packages/cli/src/commands/scenario/src/TrajectoryReconstructor.ts\",\n        \"packages/cli/src/commands/scenario/src/matrix-orchestrator.ts\",\n        \"packages/cli/src/commands/scenario/docs/file-format-spec.md\",\n        \"packages/cli/src/commands/scenario/examples/analyze-past-trade.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/answer-roadmap-questions.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/check-coinbase-balance.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/debug-llm-judge.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/enhanced-demo.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/llm-judge-test.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/llm-judge-with-capabilities.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/test-basic.scenario.yaml\",\n        \"packages/cli/src/commands/scenario/examples/trajectory-demo.scenario.yaml\"\n      ]\n    },\n    {\n      \"title\": \"fix: logger debug level & style\",\n      \"prNumber\": 5849,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\n<!-- Fixed logger debug level not working and improved terminal readability -->\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. This change only affects logging output presentation and fixes a bug with debug level logging. No functional changes to core \",\n      \"files\": [\n        \"packages/core/src/logger.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/cli/tests/commands/agent.test.ts\",\n        \"packages/cli/tests/commands/plugins.test.ts\",\n        \"packages/core/src/__tests__/runtime.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: resolve build warnings and CSS syntax errors\",\n      \"prNumber\": 5851,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\r\\nBuild was generating warnings:\\r\\n- CSS syntax errors from empty `:is()` selectors in webkit scrollbar styles\\r\\n- Missing asset reference in CLI build  \\r\\n- Bundle size warnings\\r\\n\\r\\n## Solution\\r\\n- Remove dead reference to non-existen\",\n      \"files\": [\n        \"packages/cli/build.ts\",\n        \"packages/client/src/components/secret-panel.tsx\",\n        \"packages/client/src/index.css\",\n        \"packages/client/vite.config.ts\",\n        \"bun.lock\",\n        \"packages/client/cypress.config.cjs\",\n        \"packages/client/cypress/e2e/03-spa-routing.cy.ts\",\n        \"packages/client/cypress/support/component.ts\",\n        \"packages/client/cypress/support/e2e.ts\",\n        \"packages/client/package.json\",\n        \"packages/client/scripts/test-e2e-with-server.sh\",\n        \"packages/client/vite.config.cypress.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(discord): Enable image generation in Discord channels\",\n      \"prNumber\": 5861,\n      \"type\": \"bugfix\",\n      \"body\": \"related: https://github.com/elizaOS/eliza/issues/5809\\r\\n\\r\\nresult:\\r\\n\\r\\n\\r\\n<img width=\\\"917\\\" height=\\\"668\\\" alt=\\\"Screenshot 2025-09-02 at 12 15 04\u202fAM\\\" src=\\\"https://github.com/user-attachments/assets/c90d8494-eeec-4353-b633-91e4fc824c5d\\\" />\\r\\n\\r\\n\\r\\n# F\",\n      \"files\": [\n        \"packages/plugin-bootstrap/src/actions/imageGeneration.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: minor docker improvements project-tee-starter\",\n      \"prNumber\": 5859,\n      \"type\": \"bugfix\",\n      \"body\": \"these are just some minor improvements to the docker-related stuff in project-tee-starter to match what's in project-starter. specifically:\\r\\n\\r\\n1. add DOCKER_IMAGE to .env.example -- it should be there as its req for docker deployments\\r\\n2. h\",\n      \"files\": [\n        \"packages/project-tee-starter/.env.example\",\n        \"packages/project-tee-starter/docker-compose.yaml\"\n      ]\n    },\n    {\n      \"title\": \"fix: add docker files to project-starter\",\n      \"prNumber\": 5858,\n      \"type\": \"bugfix\",\n      \"body\": \"this is a pr to add dockerization to project-starter. so now users can do local project development , create a docker image, and then deploy it to the cloud provider of their choice. \\r\\n\\r\\nfor example with phala, users can do it all from the \",\n      \"files\": [\n        \"packages/project-starter/.dockerignore\",\n        \"packages/project-starter/.env.example\",\n        \"packages/project-starter/Dockerfile\",\n        \"packages/project-starter/docker-compose.yaml\",\n        \"packages/project-tee-starter/.env.example\",\n        \"packages/project-tee-starter/docker-compose.yaml\"\n      ]\n    },\n    {\n      \"title\": \"feat: Embeds CLI version into build output\",\n      \"prNumber\": 5869,\n      \"type\": \"feature\",\n      \"body\": \"## \ud83d\udc1b Fix: NPM CLI Package Runtime Path Resolution Issue\\n\\n### Problem\\nThe published NPM package `@elizaos/cli@1.4.3-alpha.0` was failing with the following error when users tried to run `elizaos create` or `elizaos start`:\\n\\n```\\nError: Canno\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/cli/.gitignore\",\n        \"packages/cli/build.ts\",\n        \"packages/cli/src/scripts/generate-version.ts\",\n        \"packages/cli/src/utils/copy-template.ts\",\n        \"packages/cli/src/utils/display-banner.ts\",\n        \"packages/cli/src/utils/user-environment.ts\"\n      ]\n    },\n    {\n      \"title\": \"docs: fix broken path\",\n      \"prNumber\": 5866,\n      \"type\": \"bugfix\",\n      \"body\": \"fixed broken path in readme\",\n      \"files\": [\n        \"packages/project-tee-starter/README.md\"\n      ]\n    },\n    {\n      \"title\": \"feat: Show action called and result in chat UI\",\n      \"prNumber\": 5865,\n      \"type\": \"feature\",\n      \"body\": \"related: https://github.com/elizaOS/eliza/issues/5831\\r\\n\\r\\nresult:\\r\\n\\r\\n\\r\\nhttps://github.com/user-attachments/assets/632831d2-819d-4ba6-96e1-57206c08b6fc\\r\\n\\r\\n\\r\\n\\r\\n# Real-time Action Execution UI with Enhanced Tool Visualization\\r\\n\\r\\n## \ud83c\udfaf Overview\\r\",\n      \"files\": [\n        \"packages/client/src/components/actionTool.tsx\",\n        \"packages/client/src/components/chat.tsx\",\n        \"packages/client/src/hooks/use-socket-chat.ts\",\n        \"packages/client/src/lib/api-type-mappers.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/core/src/types/events.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/server/src/api/messaging/core.ts\",\n        \"packages/server/src/index.ts\",\n        \"packages/server/src/services/message.ts\"\n      ]\n    },\n    {\n      \"title\": \"refactor: centralize business logic in server package\",\n      \"prNumber\": 5864,\n      \"type\": \"refactor\",\n      \"body\": \"# Relates to\\r\\n\\r\\n  #5860 Refactor Eliza CLI\\r\\n                                                                                                                                                                                                    \",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/cli/package.json\",\n        \"packages/cli/src/characters/eliza.ts\",\n        \"packages/cli/src/commands/create/actions/setup.ts\",\n        \"packages/cli/src/commands/scenario/index.ts\",\n        \"packages/cli/src/commands/scenario/src/plugin-parser.ts\",\n        \"packages/cli/src/commands/scenario/src/runtime-factory.ts\",\n        \"packages/cli/src/commands/start/actions/agent-start.ts\",\n        \"packages/cli/src/commands/start/actions/server-start.ts\",\n        \"packages/cli/src/commands/start/index.ts\",\n        \"packages/cli/src/commands/start/utils/__tests__/loader.test.ts\",\n        \"packages/cli/src/commands/start/utils/config-utils.ts\",\n        \"packages/cli/src/commands/start/utils/dependency-resolver.ts\",\n        \"packages/cli/src/commands/start/utils/loader.ts\",\n        \"packages/cli/src/commands/start/utils/plugin-utils.ts\",\n        \"packages/cli/src/commands/test/actions/e2e-tests.ts\",\n        \"packages/cli/src/utils/local-cli-delegation.ts\",\n        \"packages/cli/tests/commands/dev.test.ts\",\n        \"packages/cli/tests/integration/version-display.test.ts\",\n        \"packages/cli/tests/unit/characters/character-plugin-ordering.test.ts\",\n        \"packages/cli/tests/unit/commands/create/ollama-plugin-installation.test.ts\",\n        \"packages/cli/tests/unit/commands/test/e2e-tests.test.ts\",\n        \"packages/cli/tests/unit/utils/handle-error.test.ts\",\n        \"packages/cli/tests/unit/utils/loader-integration.test.ts\",\n        \"packages/cli/tests/unit/utils/loader-sync-async.test.ts\",\n        \"packages/cli/tests/unit/utils/loader.test.ts\",\n        \"packages/cli/tests/unit/utils/local-cli-delegation.test.ts\",\n        \"packages/cli/tests/unit/utils/test-runner.test.ts\",\n        \"packages/cli/tests/unit/utils/testing/timeout-manager.test.ts\",\n        \"packages/server/src/characters/default.ts\",\n        \"packages/server/src/index.ts\",\n        \"packages/server/src/managers/AgentManager.ts\",\n        \"packages/server/src/managers/ConfigManager.ts\",\n        \"packages/server/src/managers/PluginLoader.ts\",\n        \"packages/server/src/managers/__tests__/AgentManager.test.ts\",\n        \"packages/server/src/managers/__tests__/ConfigManager.test.ts\",\n        \"packages/server/src/managers/__tests__/PluginLoader.test.ts\",\n        \"packages/server/src/orchestration/ElizaOS.ts\",\n        \"packages/server/src/orchestration/__tests__/ElizaOS.test.ts\",\n        \"packages/core/src/elizaos.ts\",\n        \"packages/core/src/index.browser.ts\",\n        \"packages/core/src/index.node.ts\",\n        \"packages/core/src/index.ts\",\n        \"packages/server/src/api/agents/crud.ts\",\n        \"packages/server/src/api/agents/lifecycle.ts\",\n        \"packages/core/src/__tests__/elizaos.test.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/plugin-sql/src/index.ts\",\n        \"packages/server/src/__tests__/agent-server-constructor.test.ts\",\n        \"packages/server/src/__tests__/agent-server-database.test.ts\",\n        \"packages/server/src/__tests__/agent-server-errors.test.ts\",\n        \"packages/server/src/__tests__/agent-server-initialization.test.ts\",\n        \"packages/server/src/__tests__/agent-server-lifecycle.test.ts\",\n        \"packages/server/src/__tests__/agent-server-management.test.ts\",\n        \"packages/server/src/__tests__/agent-server-middleware.test.ts\",\n        \"packages/server/src/__tests__/agent-server.test.ts\",\n        \"packages/server/src/__tests__/integration/agent-server-interaction.test.ts\",\n        \"packages/server/src/api/agents/index.ts\",\n        \"packages/server/src/api/agents/logs.ts\",\n        \"packages/server/src/api/agents/panels.ts\",\n        \"packages/cli/tests/commands/agent.test.ts\",\n        \"packages/cli/tests/utils/bun-test-helpers.ts\",\n        \"packages/plugin-bootstrap/src/services/task.ts\",\n        \"packages/plugin-sql/src/base.ts\",\n        \"packages/server/src/__tests__/integration/database-operations.test.ts\",\n        \"packages/server/src/__tests__/integration/socketio-message-flow.test.ts\",\n        \"packages/core/src/utils/node.ts\",\n        \"packages/core/src/utils/paths.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: Adds alpha NPM release workflow\",\n      \"prNumber\": 5863,\n      \"type\": \"feature\",\n      \"body\": \"# \ud83d\ude80 NPM Alpha Release Workflow - Updated Configuration\\r\\n\\r\\n## Summary\\r\\n\\r\\nThis PR updates the NPM alpha release workflow to improve deployment reliability, enforce better quality control, and ensure consistent tooling throughout the CI/CD pi\",\n      \"files\": [\n        \".github/workflows/npm-alpha.yml\",\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"feat: Unifies release workflow for NPM packages\",\n      \"prNumber\": 5877,\n      \"type\": \"feature\",\n      \"body\": \"## \ud83d\udccb PR: Unify NPM Release Workflows with Alpha Pattern\\n\\n### Summary\\nThis PR aligns all NPM release workflows with the successful pattern established in the `npm-alpha.yml` workflow, creating a unified and maintainable release pipeline.\\n\\n#\",\n      \"files\": [\n        \".github/workflows/npm-alpha.yml\",\n        \".github/workflows/pre-release.yml\",\n        \".github/workflows/release.yaml\",\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli): fix port detection for automatic fallback\",\n      \"prNumber\": 5876,\n      \"type\": \"bugfix\",\n      \"body\": \" # Risks\\r\\n\\r\\n  Low risk. This fix improves error handling and prevents the CLI from crashing when default port is occupied.\\r\\n\\r\\n  # Background\\r\\n\\r\\n  ## What does this PR do?\\r\\n\\r\\n  This PR fixes the port detection mechanism in the ElizaOS CLI to\",\n      \"files\": [\n        \"packages/cli/src/commands/start/actions/server-start.ts\",\n        \"packages/cli/src/utils/__tests__/port-handling.test.ts\",\n        \"packages/cli/src/utils/port-handling.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: simplify alpha CLI tests to run basic smoke tests\",\n      \"prNumber\": 5875,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\n\\nThe alpha CLI tests workflow was overly complex and fragile:\\n- Running full TypeScript test suites that may not be compatible with the published alpha package\\n- Complex setup with shims and cross-env dependencies\\n- Tests were to\",\n      \"files\": [\n        \".github/workflows/alpha-cli-tests.yml\"\n      ]\n    },\n    {\n      \"title\": \"feat: Update bun to latest version 1.2.21 across monorepo\",\n      \"prNumber\": 5874,\n      \"type\": \"feature\",\n      \"body\": \"## \ud83d\ude80 Update Bun to Latest Version 1.2.21\\n\\n### Problem\\nThe ElizaOS monorepo was using inconsistent and outdated versions of Bun across different packages and GitHub workflows:\\n- Root package.json: bun@1.2.15, @types/bun: 'latest'\\n- CLI pack\",\n      \"files\": [\n        \".devcontainer/devcontainer.json\",\n        \".github/workflows/alpha-cli-tests.yml\",\n        \".github/workflows/cli-tests.yml\",\n        \".github/workflows/client-cypress-tests.yml\",\n        \".github/workflows/jsdoc-automation.yml\",\n        \".github/workflows/npm-alpha.yml\",\n        \".github/workflows/tauri-ci.yml\",\n        \".github/workflows/update-news.yml\",\n        \"package.json\",\n        \"packages/api-client/package.json\",\n        \"packages/cli/package.json\",\n        \"packages/core/package.json\",\n        \"packages/plugin-bootstrap/package.json\"\n      ]\n    },\n    {\n      \"title\": \"feat: Add alpha CLI tests workflow with NPM dependency\",\n      \"prNumber\": 5873,\n      \"type\": \"feature\",\n      \"body\": \"## Summary\\n\\nThis PR introduces a new GitHub Actions workflow to test the published alpha version of the CLI package, ensuring the npm-published version works correctly across different platforms.\\n\\n## Problem\\n\\nPreviously, there was no automa\",\n      \"files\": [\n        \".devcontainer/devcontainer.json\",\n        \".github/workflows/alpha-cli-tests.yml\",\n        \".github/workflows/cli-prod-validation.yml\",\n        \".github/workflows/cli-tests.yml\",\n        \".github/workflows/client-cypress-tests.yml\",\n        \".github/workflows/daily-code-quality-analysis.yml\",\n        \".github/workflows/jsdoc-automation.yml\",\n        \".github/workflows/npm-alpha.yml\",\n        \".github/workflows/tauri-ci.yml\",\n        \".github/workflows/update-news.yml\",\n        \"package.json\",\n        \"packages/api-client/package.json\",\n        \"packages/cli/package.json\",\n        \"packages/core/package.json\",\n        \"packages/plugin-bootstrap/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: crypto-browserify dependency issue\",\n      \"prNumber\": 5872,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\nThe @elizaos/core package was failing with the error:\\n\\n\\n## Root Cause\\nThe  file was importing  from  for encryption/decryption operations, but  was only listed as an external dependency in the build configuration (), not as a pro\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/core/build.ts\",\n        \"packages/core/package.json\",\n        \"packages/core/src/__tests__/runtime.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore: Bump to 1.5.5-alpha.1\",\n      \"prNumber\": 5871,\n      \"type\": \"other\",\n      \"body\": \"This PR bumps the version across the entire monorepo from 1.4.3-alpha.6 to 1.5.5-alpha.1.\\n\\n## Changes Made\\n\\n### Version Updates\\n- Updated version in  from 1.4.3-alpha.6 to 1.5.5-alpha.1\\n- Updated version in all package.json files across the\",\n      \"files\": [\n        \"lerna.json\",\n        \"packages/api-client/package.json\",\n        \"packages/cli/package.json\",\n        \"packages/config/package.json\",\n        \"packages/core/package.json\",\n        \"packages/plugin-bootstrap/package.json\",\n        \"packages/plugin-dummy-services/package.json\",\n        \"packages/plugin-sql/package.json\",\n        \"packages/server/package.json\",\n        \"packages/test-utils/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: Unhandled Promise in Action Update\",\n      \"prNumber\": 5870,\n      \"type\": \"bugfix\",\n      \"body\": \"related: https://github.com/elizaOS/eliza/pull/5865#discussion_r2317180747\",\n      \"files\": [\n        \"packages/plugin-bootstrap/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"refactor: Move standalone files to examples directory\",\n      \"prNumber\": 5880,\n      \"type\": \"refactor\",\n      \"body\": \"## Problem\\n\\nThe root directory of the project contained two standalone example files ( and ) that were cluttering the root directory structure. These files are example implementations rather than core project files and should be properly or\",\n      \"files\": [\n        \".gitignore\",\n        \"examples/standalone-cli-chat.ts\",\n        \"examples/standalone.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: Add standalone CLI chat interface with improved UX\",\n      \"prNumber\": 5879,\n      \"type\": \"feature\",\n      \"body\": \"## Changes\\n- Add new standalone CLI chat interface (`standalone-cli-chat.ts`)\\n- Enhanced interactive chat experience with improved UX\\n- Version alignment to 1.5.8-alpha.1 across all packages\\n- Updated TypeScript configuration\\n\\n## Features A\",\n      \"files\": [\n        \"standalone-cli-chat.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Add DOM types to TypeScript configuration\",\n      \"prNumber\": 5878,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\n\\nThe build was failing with TypeScript compilation errors in `packages/core/src/utils/server-health.ts`:\\n\\n```\\nsrc/utils/server-health.ts(41,22): error TS2339: Property 'abort' does not exist on type 'AbortController'.\\nsrc/utils/s\",\n      \"files\": [\n        \"tsconfig.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: LOG_JSON_FORMAT not working\",\n      \"prNumber\": 5885,\n      \"type\": \"bugfix\",\n      \"body\": \"# Risks\\r\\n- Low: Minimal code added, extensive testing, backwards compatible, no interface changes.\\r\\n\\r\\n# Background\\r\\n- When LOG_JSON_FORMAT=true, you will get the following error when trying to use logger:\\r\\n```\\r\\n\ud83d\udca9\ud83d\udca9\ud83d\udca9 $ elizaos dev\\r\\nwarn: A\",\n      \"files\": [\n        \"packages/core/src/__tests__/logger-browser-node.test.ts\",\n        \"packages/core/src/__tests__/logger.test.ts\",\n        \"packages/core/src/logger.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Prevent excessive SECRET_SALT error logging\",\n      \"prNumber\": 5884,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\n\\nThe application was logging 'SECRET_SALT is not set or using default value' error multiple times during startup, causing excessive log noise. This happens because:\\n\\n1. The `getSalt()` function logs an error every time it's calle\",\n      \"files\": [\n        \"packages/core/src/__tests__/settings.test.ts\",\n        \"packages/core/src/settings.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: add SERVER_HOST support to dev command\",\n      \"prNumber\": 5883,\n      \"type\": \"bugfix\",\n      \"body\": \"# Risks                                                                                                                                                                                                                                         \",\n      \"files\": [\n        \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n        \"packages/cli/src/commands/scenario/src/runtime-factory.ts\",\n        \"packages/cli/src/commands/test/actions/e2e-tests.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Scope npmPackage field for registry entries\",\n      \"prNumber\": 5882,\n      \"type\": \"bugfix\",\n      \"body\": \"(related to issue #5813)\\r\\n\\r\\na bug got introduced resulting in incorrect construction of the npmPackages value. This is causing a malformed addition to the registry when users do elizaos publish, specifically, it is constructing the npmPacka\",\n      \"files\": [\n        \"packages/cli/src/commands/publish/actions/npm-publish.ts\",\n        \"packages/cli/src/utils/publisher.ts\",\n        \"packages/cli/tests/commands/publish.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: dev cli fix, logging cleanup, file watching optz.\",\n      \"prNumber\": 5881,\n      \"type\": \"feature\",\n      \"body\": \"This pull request introduces several improvements to development workflow and logging, with a major focus on enhancing the developer experience for monorepo and project setups that include a client UI. The most significant change is the add\",\n      \"files\": [\n        \"build-utils.ts\",\n        \"bun.lock\",\n        \"packages/cli/build.ts\",\n        \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n        \"packages/cli/src/commands/dev/types.ts\",\n        \"packages/cli/src/commands/dev/utils/file-watcher.ts\",\n        \"packages/core/build.ts\",\n        \"packages/plugin-quick-starter/build.ts\",\n        \"packages/plugin-starter/build.ts\",\n        \"packages/project-starter/build.ts\",\n        \"packages/project-tee-starter/build.ts\",\n        \"packages/server/build.ts\",\n        \"scripts/dev-watch.js\"\n      ]\n    },\n    {\n      \"title\": \"fix: use user's request for image generation instead of agent profile\",\n      \"prNumber\": 5888,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\n  Fix for image generation action generating agent images instead of user-requested images\\r\\n\\r\\n  # Risks\\r\\n\\r\\n  Low - Only changes the prompt template for image generation, no breaking changes to API or functionality\\r\\n\\r\\n  # Bac\",\n      \"files\": [\n        \".prettierignore\",\n        \"packages/plugin-bootstrap/src/actions/imageGeneration.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: (cli) resolve ts compilation errors during build in scenario command\",\n      \"prNumber\": 5887,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\r\\nThe CLI build was failing TypeScript declaration generation due to compilation errors in the scenario command files:\\r\\n- Unused `runtime` parameter in ConversationLengthEvaluator\\r\\n- Type indexing issue in ConversationFlowEvaluato\",\n      \"files\": [\n        \"packages/cli/src/commands/scenario/src/ConversationEvaluators.ts\",\n        \"packages/cli/src/commands/scenario/src/ConversationManager.ts\",\n        \"packages/cli/src/commands/scenario/src/TrajectoryReconstructor.ts\",\n        \"packages/cli/src/commands/scenario/src/UserSimulator.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: transform local file paths to API URLs for web client image display\",\n      \"prNumber\": 5890,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\n  Fix image display issues in web client for generated images from OpenRouter plugin\\r\\n\\r\\n  # Risks\\r\\n\\r\\n  **Low** - Changes are isolated to server-side path transformation logic. No breaking changes to existing APIs or plugins.\",\n      \"files\": [\n        \".env.example\",\n        \"bun.lock\",\n        \"packages/core/src/index.node.ts\",\n        \"packages/core/src/index.ts\",\n        \"packages/core/src/utils/__tests__/paths.test.ts\",\n        \"packages/core/src/utils/paths.ts\",\n        \"packages/plugin-bootstrap/src/actions/imageGeneration.ts\",\n        \"packages/server/src/api/media/agents.ts\",\n        \"packages/server/src/api/media/channels.ts\",\n        \"packages/server/src/api/messaging/channels.ts\",\n        \"packages/server/src/api/messaging/core.ts\",\n        \"packages/server/src/api/messaging/sessions.ts\",\n        \"packages/server/src/api/shared/file-utils.ts\",\n        \"packages/server/src/index.ts\",\n        \"packages/server/src/loader.ts\",\n        \"packages/server/src/socketio/index.ts\",\n        \"packages/server/src/utils/media-transformer.ts\",\n        \"packages/server/src/api/index.ts\",\n        \"packages/server/src/types.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: add NPM safe overrides for error-ex hack\",\n      \"prNumber\": 5904,\n      \"type\": \"feature\",\n      \"body\": \"In response to: https://jdstaerk.substack.com/p/we-just-found-malicious-code-in-the\\r\\n\\r\\nerror-ex NPM hack this pins package.json versions to safe versions.\\r\\n\\r\\nWe were not effected previously but this to be safe.\\r\\n\\r\\nThis pull request updates \",\n      \"files\": [\n        \"bun.lock\",\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: agents panels loading\",\n      \"prNumber\": 5901,\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  - Public agent plugin panels are now exposed under agent-scoped paths: /api/agents/{agentId}/plugins...\\n  - Panel disco\",\n      \"files\": [\n        \"packages/server/src/api/agents/panels.ts\",\n        \"packages/server/src/api/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Logger API to Capture All Logs Including Namespaced Agent Logs\",\n      \"prNumber\": 5900,\n      \"type\": \"bugfix\",\n      \"body\": \"related: https://github.com/elizaOS/eliza/issues/5886\\r\\n\\r\\nresult: \\r\\n\\r\\n<img width=\\\"614\\\" height=\\\"837\\\" alt=\\\"Screenshot 2025-09-08 at 6 47 19\u202fPM\\\" src=\\\"https://github.com/user-attachments/assets/3ca700fa-f1a9-46ea-b1f6-baaaa2928b89\\\" />\\r\\n\\r\\n## Summ\",\n      \"files\": [\n        \"packages/core/src/logger.browser.ts\",\n        \"packages/core/src/logger.ts\",\n        \"packages/server/src/api/runtime/logging.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(docs): remove duplicate AGENT.md in favor of AGENTS.md\",\n      \"prNumber\": 5899,\n      \"type\": \"other\",\n      \"body\": \"This PR removes the duplicate AGENT.md at the repo root in favor of the canonical AGENTS.md.\\\\n\\\\nWhy:\\\\n- The repository standardizes on AGENTS.md for agent instructions across the tree.\\\\n- AGENT.md duplicated and diverged from AGENTS.md, ris\",\n      \"files\": [\n        \"AGENT.md\"\n      ]\n    },\n    {\n      \"title\": \"docs: add AGENTS.md contributor guide\",\n      \"prNumber\": 5898,\n      \"type\": \"docs\",\n      \"body\": \"This pull request adds comprehensive repository guidelines to the documentation, outlining project structure, development workflows, coding standards, testing practices, and security protocols. These guidelines are intended to help contribu\",\n      \"files\": [\n        \"AGENTS.md\"\n      ]\n    },\n    {\n      \"title\": \"chore: remove deprecated configuration files\",\n      \"prNumber\": 5897,\n      \"type\": \"other\",\n      \"body\": \"## Summary\\n\\nThis PR removes three deprecated configuration files that are no longer needed in the ElizaOS repository:\\n\\n### Files Removed:\\n\\n1. **** - GitHub Actions workflow for testing alpha CLI releases\\n   - This workflow was used to test \",\n      \"files\": [\n        \".github/workflows/alpha-cli-tests.yml\",\n        \"fly.toml\",\n        \"knip.config.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: modernize README with better structure and quick start\",\n      \"prNumber\": 5896,\n      \"type\": \"feature\",\n      \"body\": \"## \ud83c\udfaf Problem\\n\\nThe current README, while comprehensive, presents several usability challenges:\\n- Dense, overwhelming initial experience for new users\\n- Verbose sections that bury key information\\n- No clear 5-minute quick start path\\n- Missin\",\n      \"files\": [\n        \"README.md\"\n      ]\n    },\n    {\n      \"title\": \"fix: change SECRET_SALT log level from error to warning\",\n      \"prNumber\": 5895,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\n\\nThe SECRET_SALT environment variable validation was logging an **error** when the default value was being used. This created confusion as error-level logs typically indicate critical failures that prevent the system from functio\",\n      \"files\": [\n        \"packages/core/src/settings.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(server): resolve TypeScript logger parameter errors\",\n      \"prNumber\": 5894,\n      \"type\": \"bugfix\",\n      \"body\": \"\",\n      \"files\": [\n        \"packages/server/src/api/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: separate browser sentry in logger\",\n      \"prNumber\": 5893,\n      \"type\": \"bugfix\",\n      \"body\": \"Testing @eliza/core/browser in next.js\\n\\nGetting errors logger sentry is still loading node.js:\\n\\n```\\nModule not found: Can't resolve 'async_hooks'\\n  18 | exports.AsyncHooksContextManager = void 0;\\n  19 | const api_1 = require(\\\"@opentelemetry\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/core/src/index.browser.ts\",\n        \"packages/core/src/logger.browser.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(client): Remove redundant navigate() call in force new chat flow\",\n      \"prNumber\": 5945,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\r\\nWhen creating a new chat via \\\"New Chat\\\" button, the `navigate(location.pathname, { replace: true })` call was wiping out the channelId from the URL after `addChannelIdToUrl` had just set it, causing URL inconsistency.\\r\\n\\r\\n## Solu\",\n      \"files\": [\n        \"packages/client/src/components/chat.tsx\"\n      ]\n    },\n    {\n      \"title\": \"Correct action name and improve prompt for multi-step\",\n      \"prNumber\": 5942,\n      \"type\": \"other\",\n      \"body\": \"\",\n      \"files\": [\n        \"packages/core/src/prompts.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(client): Add URL synchronization for DM channel switching and direct navigation\",\n      \"prNumber\": 5941,\n      \"type\": \"feature\",\n      \"body\": \"result:\\r\\n\\r\\n\\r\\nhttps://github.com/user-attachments/assets/7f1a502b-51f6-431f-be05-dc0dccf923e8\\r\\n\\r\\n\\r\\n## Summary\\r\\nImplements URL synchronization for DM channels, allowing users to bookmark and share direct links to specific conversations while \",\n      \"files\": [\n        \"packages/client/src/components/chat.tsx\",\n        \"packages/core/src/prompts.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: Add Sentry Vercel AI integration\",\n      \"prNumber\": 5963,\n      \"type\": \"feature\",\n      \"body\": \"This PR introduces Sentry's Vercel AI integration to improve monitoring and error tracking for deployments on Vercel. It also includes minor code formatting changes.\",\n      \"files\": [\n        \"packages/server/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: Improves client debugging and React version handling\",\n      \"prNumber\": 5962,\n      \"type\": \"feature\",\n      \"body\": \"Enhances debugging capabilities by enabling sourcemaps and preserving function names for better stack traces.\\n\\nEnsures a single React instance to prevent version conflicts and related errors.\\n\",\n      \"files\": [\n        \"packages/client/vite.config.cypress.ts\",\n        \"packages/client/vite.config.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: Removes Sentry browser SDK from core package\",\n      \"prNumber\": 5961,\n      \"type\": \"feature\",\n      \"body\": \"Removes the Sentry browser SDK from the core package and includes Sentry node SDK in the server package.\\n\\nThis change avoids bundling browser-incompatible Sentry code in the core package, reducing its size and preventing potential runtime e\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/core/build.ts\",\n        \"packages/core/package.json\",\n        \"packages/core/src/index.browser.ts\",\n        \"packages/core/src/index.node.ts\",\n        \"packages/core/src/index.ts\",\n        \"packages/core/src/logger.browser.ts\",\n        \"packages/core/src/logger.ts\",\n        \"packages/core/src/runtime.browser.ts\",\n        \"packages/core/src/sentry/instrument.browser.ts\",\n        \"packages/core/src/sentry/instrument.node.ts\",\n        \"packages/core/src/sentry/instrument.ts\",\n        \"packages/server/README.md\",\n        \"packages/server/package.json\",\n        \"packages/server/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: resolve Buffer to Blob type compatibility error in api-client\",\n      \"prNumber\": 5960,\n      \"type\": \"bugfix\",\n      \"body\": \"\",\n      \"files\": [\n        \"packages/api-client/src/services/audio.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: resolve TypeScript build errors in plugin-bootstrap\",\n      \"prNumber\": 5959,\n      \"type\": \"bugfix\",\n      \"body\": \"# Fix TypeScript Build Errors in Plugin Bootstrap\\r\\n\\r\\n## Problem\\r\\nThe `@elizaos/plugin-bootstrap` package was failing to build due to several TypeScript compilation errors:\\r\\n\\r\\n1. `Property 'adapter' does not exist on type 'IAgentRuntime'` - \",\n      \"files\": [\n        \"packages/core/src/types/events.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\",\n        \"packages/plugin-bootstrap/src/services/embedding.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: only send action notifications for client_chat messages\",\n      \"prNumber\": 5957,\n      \"type\": \"bugfix\",\n      \"body\": \"issue:\\r\\n\\r\\n<img width=\\\"906\\\" height=\\\"196\\\" alt=\\\"Screenshot 2025-09-11 at 12 20 15\u202fAM\\\" src=\\\"https://github.com/user-attachments/assets/ef5f488e-5271-4778-b644-e654c19ab9bd\\\" />\\r\\n\",\n      \"files\": [\n        \"packages/core/src/runtime.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(runs): backend runs tracking (server/core/bootstrap/api-client)\",\n      \"prNumber\": 5953,\n      \"type\": \"feature\",\n      \"body\": \"## Runs Tracking Backend Implementation (Server, Core, Bootstrap, API Client)\\n\\nThis PR implements the backend portions of the Runs Tracking and Interface plan described in `docs/runs-tracking-interface.md`. It adds structured logging and se\",\n      \"files\": [\n        \".gitignore\",\n        \"packages/api-client/src/index.ts\",\n        \"packages/api-client/src/services/runs.ts\",\n        \"packages/api-client/src/types/runs.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/plugin-bootstrap/src/index.ts\",\n        \"packages/plugin-bootstrap/src/services/embedding.ts\",\n        \"packages/server/src/__tests__/agents-runs.test.ts\",\n        \"packages/server/src/api/agents/index.ts\",\n        \"packages/server/src/api/agents/runs.ts\"\n      ]\n    },\n    {\n      \"title\": \"Bump vite from 6.1.6 to 6.3.6 in /packages/client in the npm_and_yarn group across 1 directory\",\n      \"prNumber\": 5946,\n      \"type\": \"other\",\n      \"body\": \"Bumps the npm_and_yarn group with 1 update in the /packages/client directory: [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite).\\n\\nUpdates `vite` from 6.1.6 to 6.3.6\\n<details>\\n<summary>Release notes</summary>\\n<p><em>Sourced from\",\n      \"files\": [\n        \"packages/client/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(core): make SECRET_SALT reads cache-aware and fix plugin-bootstrap test flakiness\",\n      \"prNumber\": 5968,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nThis PR fixes core test failures by making SECRET_SALT reads cache-aware to properly reflect environment changes during tests. It also addresses plugin-bootstrap test flakiness.\\n\\n## Changes Made\\n\\n### Core Changes\\n- **packages/co\",\n      \"files\": [\n        \"packages/core/src/settings.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/actions.test.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/embedding-queue-management.test.ts\",\n        \"packages/plugin-bootstrap/src/__tests__/test-utils.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: Creates elizaos alias package\",\n      \"prNumber\": 5972,\n      \"type\": \"feature\",\n      \"body\": \"### PR: Add `elizaos` npm alias for `@elizaos/cli`\\n\\n- Adds new alias package `packages/elizaos` that delegates to `@elizaos/cli`.\\n- Keeps the simple npm name `elizaos`; improves discoverability while remaining identical to the CLI.\\n\\n### Wha\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/elizaos/README.md\",\n        \"packages/elizaos/bin/elizaos.js\",\n        \"packages/elizaos/package.json\"\n      ]\n    },\n    {\n      \"title\": \"feat: Adds browser build with PGlite WASM support\",\n      \"prNumber\": 5970,\n      \"type\": \"feature\",\n      \"body\": \"### Summary\\r\\n- Add browser-safe build for `@elizaos/plugin-sql` using PGlite WASM.\\r\\n- Dual entrypoints: `src/index.browser.ts` (PGlite-only) and `src/index.node.ts` (Postgres/PGlite).\\r\\n- Conditional exports in `package.json` route browser t\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/build.ts\",\n        \"packages/plugin-sql/package.json\",\n        \"packages/plugin-sql/src/index.browser.ts\",\n        \"packages/plugin-sql/src/index.node.ts\",\n        \"packages/plugin-sql/src/index.ts\",\n        \"packages/plugin-sql/src/utils.browser.ts\",\n        \"packages/plugin-sql/src/utils.node.ts\",\n        \"packages/plugin-sql/tsconfig.build.json\",\n        \"packages/plugin-sql/tsconfig.build.node.json\",\n        \"packages/plugin-sql/types/index.d.ts\",\n        \"tsconfig.json\",\n        \"packages/core/src/test_resources/constants.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/index.browser.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/utils.browser.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: Enable JSON imports in project-starter and project-tee-starter templates\",\n      \"prNumber\": 5975,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\r\\nProject templates generated by `elizaos create` fail to compile when users import JSON files (e.g., character files) due to TypeScript configuration excluding JSON files from compilation, despite having `resolveJsonModule: true`\",\n      \"files\": [\n        \"packages/project-starter/tsconfig.json\",\n        \"packages/project-tee-starter/tsconfig.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: add missing uuid dependency to plugin-sql\",\n      \"prNumber\": 5977,\n      \"type\": \"bugfix\",\n      \"body\": \"\\r\\n  # Relates to\\r\\n\\r\\n  N/A - Bug fix discovered during testing\\r\\n\\r\\n  # Risks\\r\\n\\r\\n  Low - Only adds a missing dependency declaration that was already being used in the code.\\r\\n\\r\\n  # Background\\r\\n\\r\\n  ## What does this PR do?\\r\\n\\r\\n  Adds the missing \",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/package.json\"\n      ]\n    },\n    {\n      \"title\": \"feat(ci): add concurrency control to Claude code review workflow\",\n      \"prNumber\": 5984,\n      \"type\": \"feature\",\n      \"body\": \"- Cancel previous Claude code review runs when new commits are pushed\\r\\n- Prevents resource waste and ensures latest code is reviewed\\r\\n- Matches concurrency behavior of other CI workflows\\r\\n\\r\\n\",\n      \"files\": [\n        \".github/workflows/claude-code-review.yml\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli): comprehensive Windows CI test improvements and dev command enhancements\",\n      \"prNumber\": 5982,\n      \"type\": \"bugfix\",\n      \"body\": \"## Overview\\n\\nThis PR addresses Windows CI flakiness by implementing comprehensive improvements to the dev command tests and fixing process management issues that were causing test failures on Windows in CI environments.\\n\\n## Root Cause Analy\",\n      \"files\": [\n        \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n        \"packages/cli/src/commands/update/index.ts\",\n        \"packages/cli/tests/commands/dev.test.ts\",\n        \"packages/cli/tests/commands/update.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/base-comprehensive.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/memory.test.ts\",\n        \"packages/plugin-sql/src/base.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli): remove quotes from file paths in Windows tests\",\n      \"prNumber\": 5981,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\n\\nThe Windows tests in the CI pipeline are failing due to incorrect handling of file paths with quotes. The issue was identified in the GitHub Actions run: https://github.com/elizaOS/eliza/actions/runs/17766711070/job/50491852008?\",\n      \"files\": [\n        \"packages/cli/tests/commands/agent.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli): respect distribution channel when checking for updates\",\n      \"prNumber\": 5980,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nThis PR fixes the CLI update checker to respect distribution channels, ensuring users only see updates within their current channel (latest/stable, alpha, or beta).\\n\\n## Problem\\n- Users on stable versions were being prompted to \\\"\",\n      \"files\": [\n        \"packages/cli/src/commands/publish/utils/version-check.ts\",\n        \"packages/cli/src/commands/update/actions/cli-update.ts\",\n        \"packages/cli/src/utils/__tests__/version-channel.test.ts\",\n        \"packages/cli/src/utils/display-banner.ts\",\n        \"packages/cli/src/utils/version-channel.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: elizaos dev in plugin and project starters\",\n      \"prNumber\": 5979,\n      \"type\": \"bugfix\",\n      \"body\": \"This pull request improves the logic for detecting and running the client development server in various project structures, especially for monorepos and standalone plugin development. The changes make it easier to work with local client sou\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n        \"packages/cli/src/commands/dev/utils/build-utils.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli, plugin-sql): remove redundant migration step and demote spurious adapter warn\",\n      \"prNumber\": 5978,\n      \"type\": \"bugfix\",\n      \"body\": \"### fix(cli, plugin-sql): remove redundant migration step and demote spurious adapter warn\\n\\n- Removed redundant migration invocation in CLI agent start:\\n  - `packages/cli/src/commands/start/actions/agent-start.ts`\\n  - We deleted the manual \",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/cli/src/commands/start/actions/agent-start.ts\",\n        \"packages/plugin-sql/src/index.node.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: release fixes\",\n      \"prNumber\": 5985,\n      \"type\": \"bugfix\",\n      \"body\": \"### PR Summary\\n\\nFixes client bundling, dev-loop restarts, and DB runtime mode; enforces TS type-check failures to stop builds. Improves build ordering so the web UI is always shipped with the server.\\n\\n### Changes\\n\\n- Client UI bundling\\n  - S\",\n      \"files\": [\n        \"build-utils.ts\",\n        \"bun.lock\",\n        \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n        \"packages/cli/src/commands/dev/utils/file-watcher.ts\",\n        \"packages/cli/src/commands/start/index.ts\",\n        \"packages/cli/src/utils/copy-template.ts\",\n        \"packages/server/build.ts\",\n        \"packages/server/package.json\",\n        \"turbo.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(cli): wait for port to be free before dev restart\",\n      \"prNumber\": 5988,\n      \"type\": \"bugfix\",\n      \"body\": \"This fixes the dev mode port increment loop by waiting for the previous server port to be released before restarting.\\\\n\\\\n- Adds a small utility  using existing \\\\n- Ensures we wait before starting the server after rebuild\\\\n\\\\nTested locally; \",\n      \"files\": [\n        \"packages/cli/src/commands/dev/actions/dev-server.ts\",\n        \"packages/cli/tests/commands/start.test.ts\",\n        \"packages/cli/tests/test-timeouts.ts\"\n      ]\n    }\n  ],\n  \"topContributors\": [\n    {\n      \"username\": \"wtfsayo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/82053242?u=98209a1f10456f42d4d2fa71db4d5bf4a672cbc3&v=4\",\n      \"totalScore\": 803.820576177192,\n      \"prScore\": 785.186576177192,\n      \"issueScore\": 0,\n      \"reviewScore\": 15.5,\n      \"commentScore\": 3.134,\n      \"summary\": \"wtfsayo: Focused on enhancing the command-line experience and bolstering project stability this month. They delivered a significant new feature by adding a standalone CLI chat interface with an improved user experience (elizaos/eliza#5879). They also established a new testing workflow for the alpha CLI in a large refactor (elizaos/eliza#5873) and fixed a key semantic versioning bug in the plugin registry (elizaos-plugins/registry#214). This work reflects a primary focus on bug fixes, testing improvements, and configuration management.\"\n    },\n    {\n      \"username\": \"ChristopherTrimboli\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/27584221?u=0d816ce1dcdea8f925aba18bb710153d4a87a719&v=4\",\n      \"totalScore\": 559.189775950858,\n      \"prScore\": 523.089775950858,\n      \"issueScore\": 0,\n      \"reviewScore\": 35.5,\n      \"commentScore\": 0.6000000000000001,\n      \"summary\": \"ChristopherTrimboli: Focused on improving the development and release infrastructure for the `elizaos/eliza` repository this month. He established a new alpha NPM release workflow (#5863) and subsequently unified the release process for all NPM packages (#5877). Christopher also delivered significant developer experience enhancements in a large PR (#5881, +1104/-327 lines) that improved the dev CLI, cleaned up logging, and optimized file watching. His work primarily involved changes to code and configuration files, reflecting his focus on tooling and build systems.\"\n    },\n    {\n      \"username\": \"tcm390\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/60634884?u=c6c41679b8322eaa0c81f72e0b4ed95e80f0ac16&v=4\",\n      \"totalScore\": 434.8337819879088,\n      \"prScore\": 429.6337819879088,\n      \"issueScore\": 0,\n      \"reviewScore\": 5,\n      \"commentScore\": 0.2,\n      \"summary\": \"tcm390: Focused on enhancing user experience and stability within the `elizaos/eliza` repository, merging three pull requests. Their most impactful contribution was implementing a new feature to display action results in the chat UI (elizaos/eliza#5865), a significant effort adding nearly 1200 lines of code. They also enabled image generation for Discord (elizaos/eliza#5861) and fixed an unhandled promise bug (elizaos/eliza#5870), demonstrating a clear focus on feature work and bug fixes.\"\n    },\n    {\n      \"username\": \"standujar\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n      \"totalScore\": 264.34483562865614,\n      \"prScore\": 226.7368356286561,\n      \"issueScore\": 0,\n      \"reviewScore\": 33.5,\n      \"commentScore\": 4.108,\n      \"summary\": \"standujar: Focused on improving the stability and developer experience of the `elizaos/eliza` repository, merging three targeted bug fixes. Their most impactful work included resolving a CLI port detection issue (#5876) and adding `SERVER_HOST` support to the dev command (#5883). In addition to actively reviewing 5 PRs and commenting on 11 issues, they have a significant refactoring effort in progress to centralize business logic (#5864). This month's contributions were primarily centered on bug fixes and refactoring, with a healthy balance of code and test file modifications.\"\n    },\n    {\n      \"username\": \"yungalgo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113615973?u=92e0f29f7e2fbb8ce46ed13c51f692ca803de02d&v=4\",\n      \"totalScore\": 164.93465414835248,\n      \"prScore\": 137.7346541483525,\n      \"issueScore\": 0,\n      \"reviewScore\": 27,\n      \"commentScore\": 0.2,\n      \"summary\": \"yungalgo: Focused on core project infrastructure and packaging, merging a significant fix in `elizaos/eliza#5882` to scope npm package fields for registry entries (+8532/-499 lines). They also improved the developer experience by adding Docker files to the project starter in `elizaos/eliza#5858` and submitted 11 new plugins to the `elizaos-plugins/registry`. This work shows a primary focus on configuration files and core project code, complemented by providing feedback on 6 pull requests.\"\n    },\n    {\n      \"username\": \"0xbbjoker\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n      \"totalScore\": 109.72198069934646,\n      \"prScore\": 83.34398069934646,\n      \"issueScore\": 0,\n      \"reviewScore\": 25,\n      \"commentScore\": 1.378,\n      \"summary\": \"0xbbjoker focused on expanding the plugin ecosystem by opening pull requests to add a new Sourcegraph plugin to the registry (elizaos-plugins/registry#216, #215). They also supported the team through collaboration, providing 4 approvals and 2 comments on other pull requests. Their work this month centered on configuration changes within the plugin registry.\"\n    },\n    {\n      \"username\": \"borisudovicic\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n      \"totalScore\": 96,\n      \"prScore\": 0,\n      \"issueScore\": 96,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"borisudovicic: Focused on identifying and documenting work within the elizaos/eliza repository by creating four issues. Their contributions included proposals for a CLI refactor (elizaos/eliza#5860) and a new observability GUI (elizaos/eliza#5868). They also reported a broken logger (elizaos/eliza#5886) and managed an issue related to moving to core pure (elizaos/eliza#5766).\"\n    },\n    {\n      \"username\": \"DevGruGold\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/181147699?u=4258e430ad766ca1d11778ab9e7d91ecfa0e110c&v=4\",\n      \"totalScore\": 81.28954779315221,\n      \"prScore\": 80.8515477931522,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.43799999999999994,\n      \"summary\": \"DevGruGold: Focused on bugfix work in the elizaos/eliza repository, opening two pull requests (#5891, #5892). They contributed to development discussions with 3 comments on pull requests. Their single commit this period modified documentation and test files.\"\n    },\n    {\n      \"username\": \"wookosh\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/120273332?u=493e01d0863a55ed139425760447079b96ef931d&v=4\",\n      \"totalScore\": 42.40160788330364,\n      \"prScore\": 42.40160788330364,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"wookosh: Focused on resolving a bug in the logging system this month. They merged a single pull request in elizaos/eliza (#5885) to fix an issue where the JSON log format was not working correctly. This contribution involved changes of +347/-1 lines. Based on the files modified, their work was split between implementing the fix and adding corresponding tests.\"\n    },\n    {\n      \"username\": \"K1mc4n\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/156217571?u=cc94e7743c591f36eaf958d88befa855348bba9d&v=4\",\n      \"totalScore\": 40.4257738965761,\n      \"prScore\": 40.4257738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"jonathanprozzi\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/9438776?u=25b5a5b22cfe26724ee1ebd869c378fc65196987&v=4\",\n      \"totalScore\": 37.40307004804858,\n      \"prScore\": 37.06307004804858,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"jonathanprozzi: Focused on enhancing observability by opening a pull request to add Sentry Node telemetry support in the elizaos/eliza repository (#5867). They also participated in pull request discussions with 2 comments.\"\n    },\n    {\n      \"username\": \"Lexpeartha\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/43365376?u=612e09b9512edda4717a1cb7d61f163a0289be1a&v=4\",\n      \"totalScore\": 33.5437738965761,\n      \"prScore\": 33.5437738965761,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Lexpeartha: Focused on asset sanitization within the elizaos/eliza repository this month. They opened a pull request to address an issue with dkg assets (elizaos/eliza#5902). This work remains open and has not yet been merged.\"\n    },\n    {\n      \"username\": \"linear\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/20150?v=4\",\n      \"totalScore\": 26.2,\n      \"prScore\": 0,\n      \"issueScore\": 26,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"linear: Focused on project planning, coordination, and identifying necessary fixes within the elizaos/eliza repository. They created 18 issues to drive progress, notably identifying critical CI test failures (#5715, #5714) that were blocking development. Their planning efforts also included scoping a major new feature for dynamic prompting (#5819) and coordinating the creation of numerous new plugins.\"\n    },\n    {\n      \"username\": \"MozirDmitriy\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/193700874?v=4\",\n      \"totalScore\": 20.630306144334053,\n      \"prScore\": 20.630306144334053,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"MozirDmitriy: This month, MozirDmitriy's contributions were focused on documentation maintenance. They merged one pull request in the elizaos/eliza repository (#5866) to fix a broken path. This work involved a minor change to documentation files.\"\n    },\n    {\n      \"username\": \"monilpat\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/15067321?v=4\",\n      \"totalScore\": 19.314,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 18,\n      \"commentScore\": 1.3139999999999998,\n      \"summary\": \"monilpat: Undertook a significant local refactoring effort, evidenced by 23 commits modifying 241 files with substantial changes (+8627/-9623 lines). While this work has not yet been opened as a pull request, they actively participated in code reviews by providing 12 comments across 4 different PRs. This activity indicates a primary focus on large-scale refactoring and other related work.\"\n    },\n    {\n      \"username\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 14.140735902799728,\n      \"prScore\": 9.640735902799728,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": \"odilitime: Focused on a small code improvement in the elizaos-plugins/plugin-twitter repository this month. They opened a pull request (elizaos-plugins/plugin-twitter#42) to refactor a small piece of logic, which modified 4 files. Additionally, they contributed to one issue discussion.\"\n    },\n    {\n      \"username\": \"claude\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/1236702?v=4\",\n      \"totalScore\": 9.876,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 9,\n      \"commentScore\": 0.8759999999999999,\n      \"summary\": \"claude: Focused on providing feedback across pull requests this month. They were highly engaged in code review discussions, leaving 109 comments and conducting 2 formal reviews.\"\n    },\n    {\n      \"username\": \"1BDO\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/210645034?v=4\",\n      \"totalScore\": 7.699147180559946,\n      \"prScore\": 7.159147180559946,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.54,\n      \"summary\": \"1BDO: This month, 1BDO's main contribution was opening a pull request to add the `plugin-delta` to the registry (elizaos-plugins/registry#218). They also participated in discussions by commenting on four issues. Their work this period involved minor changes to configuration files.\"\n    },\n    {\n      \"username\": \"wpoulin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18474228?u=8e3c0cf8967fed66e93e55394fd798a3a79b0cff&v=4\",\n      \"totalScore\": 6.796147180559945,\n      \"prScore\": 6.796147180559945,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"shuhaib112\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/211030292?v=4\",\n      \"totalScore\": 4.5,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": \"shuhaib112: No activity this month.\"\n    },\n    {\n      \"username\": \"github-advanced-security\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/57789?v=4\",\n      \"totalScore\": 4.5,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"DarrenZal\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/3492713?u=f8a48af1a6c53497aff9a9b440d74dfa25669f22&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"DarrenZal: This month, DarrenZal's contribution was focused on product ideation within the `elizaos/eliza` project. They proposed a new feature by opening an issue to add native web fetching capabilities for agents (elizaos/eliza#5889).\"\n    },\n    {\n      \"username\": \"thedotmack\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/683968?u=7163be2e8345b6a03cf8bd9bcc55025e73e4601b&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"thedotmack: This month, their contribution focused on improving product usability by identifying a significant documentation gap in the elizaos/eliza repository. They opened an issue (elizaos/eliza#5857) to report that the Web UI dashboard was completely undocumented for users.\"\n    },\n    {\n      \"username\": \"objp2\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/189950592?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"objp2: Focused on planning a new feature this month, opening an issue to propose a Matrix Platform Integration for the elizaos/eliza repository (#5862).\"\n    },\n    {\n      \"username\": \"anyaachan\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/53533713?u=c8fa43d0ca83d3c51bbc17328e0a8f817cda7d57&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"anyaachan: This month, anyaachan's activity was focused on identifying performance issues. They reported a problem with excessive PostgreSQL requests originating from the Farcaster plugin in issue elizaos-plugins/plugin-farcaster#8.\"\n    },\n    {\n      \"username\": \"TensorNull\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/129579691?u=fef786d866afd3d3a36397da036641c65906f3f2&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"TensorNull: Contributed to product direction this month by opening a feature request in elizaos/eliza (#5973) to add support for the CometAPI provider.\"\n    }\n  ],\n  \"newPRs\": 70,\n  \"mergedPRs\": 65,\n  \"newIssues\": 64,\n  \"closedIssues\": 28,\n  \"activeContributors\": 28\n}"
  ]
}