{
  "prompt_name": "intel",
  "category": "strategy",
  "date": "2025-09-07",
  "generated_text": "# ElizaOS Intelligence Report: 2025-09-07\n\n## 1. DEVELOPMENT VELOCITY ANALYSIS\n\n### Framework Evolution\n- **Core Architecture Transformation**: A major architectural refactoring is underway to centralize business logic from CLI to server package (PR #5864), creating a cleaner separation of concerns by moving 870+ lines of business logic and removing 1,612 lines of redundant code.\n- **Feature Maturity**: The release of Dynamic Prompting (PR #5824) represents a significant leap in agent testing capabilities, enabling multi-turn conversations with LLM-simulated users\u2014a sophisticated testing paradigm previously impossible.\n- **Deployment Pipeline Maturity**: Multiple improvements to the release workflow have been implemented, including unified NPM release patterns (PR #5877), alpha NPM release workflows (PR #5863), and automated testing of published alpha versions (PR #5873).\n\n### Development Bottlenecks\n- **API Credit Depletion**: Anthropic API credits have been exhausted, affecting service availability.\n- **Plugin Versioning Issues**: Users report problems with plugin-redpill version detection and command handling when deploying to Phala Cloud.\n- **Documentation Gaps**: Despite recent improvements, the documentation still requires significant updates to API sections, plugin registry, CLI sections, and tutorials.\n\n## 2. COMMUNITY ENGAGEMENT PATTERNS\n\n### Sentiment Analysis\n- **Token Concerns**: Community members have expressed significant disappointment about token value losses (ranging from -60% to -63%) and are requesting clarification on token utility plans.\n- **Ecosystem Integration Enthusiasm**: Strong interest in AR/VR integration, privacy-focused transactions, and agent-to-agent (A2A) payment systems, with multiple community members actively exploring implementation options.\n- **Developer-Product Gap**: There's a notable divide between technical advancement (with strong developer engagement around new features) and token performance concerns (primarily from investors/token holders).\n\n### Collaboration Hotspots\n- **Developer Support**: The core team (particularly Stan and sayonara) are actively providing troubleshooting assistance for deployment issues, custom plugin development, and S3 interface implementation.\n- **Protocol Standards Discussion**: Technical community members are engaged in defining standards for agent communications, with JSON-RPC emerging as the preferred standard over MCP and ACP.\n- **Cross-Framework Comparison**: Some developers are evaluating alternatives like langgraph, citing \"better documentation and integration experience\" as advantages over ElizaOS.\n\n## 3. FEATURE ADOPTION METRICS\n\n### High-Growth Areas\n- **Privacy-Enhanced Transactions**: Significant interest in implementing privacy-focused transaction flows for x402 using protocols like Railgun (EVM) or PrivacyCash (Solana).\n- **Cloud Deployment**: Increasing adoption of Docker-based cloud deployment options, as evidenced by the addition of Docker files to project-starter templates.\n- **Agent Testing**: The new Dynamic Prompting system for multi-turn conversation testing represents a major capability enhancement that will likely drive significant adoption.\n\n### Underutilized Capabilities\n- **Farcaster Integration**: While operational, the Spartan agent for Farcaster needs tuning as it's producing repetitive responses.\n- **Image Generation in Discord**: Recent fixes have been implemented (PR #5861) but adoption is unclear.\n- **CLI Chat Interface**: A new standalone CLI chat interface was added (PR #5879), but usage metrics are not yet available.\n\n## 4. PAIN POINT CORRELATION\n\n### Technical Friction\n- **Documentation Quality**: Multiple community members have cited documentation as a barrier to adoption, with one specifically choosing langgraph over ElizaOS due to \"smoother\" documentation.\n- **Plugin Ecosystem Complexity**: Users are struggling with custom plugin development for platform integrations (Twitter, forums) and deployment issues.\n- **Development Environment Stability**: Multiple PRs addressing CLI development issues, file watching, and port conflicts suggest ongoing developer experience challenges.\n\n### Strategic Concerns\n- **Token Utility Clarity**: The most frequently expressed community concern is the lack of clear communication about token utility plans and the disconnect between framework development and token value.\n- **Competitive Positioning**: The emergence of alternative frameworks like langgraph represents a potential competitive threat, particularly if documentation and integration experiences remain superior.\n- **API Dependency Risk**: The depletion of Anthropic API credits highlights vulnerability to third-party API availability and cost structures.\n\n## 5. STRATEGIC RECOMMENDATIONS\n\n### Development Priorities\n1. **Documentation Overhaul**: Prioritize comprehensive documentation improvements with a focus on getting started guides, plugin development, and integration examples to address the frequently cited documentation gap.\n2. **Token Utility Clarification**: Accelerate the planned articles on token utility and consider a community town hall to directly address investor concerns about the relationship between framework development and token value.\n3. **Plugin Development Simplification**: Create streamlined templates and tutorials for common integration patterns (social media, forums, API services) to reduce friction in plugin development.\n\n### User Experience Enhancements\n1. **Real-time Action Visualization**: Expand on the recently added action visualization in chat UI (PR #5865) to provide greater transparency into agent operations across all interfaces.\n2. **AR/VR SDK Support**: Develop targeted support for AR glasses development (Viture and XReal) based on community interest in these platforms.\n3. **Privacy-Enhanced Transactions**: Formalize support for privacy-focused transaction flows for x402 using protocols like Railgun and PrivacyCash.\n\n### Resource Allocation\n1. **API Provider Diversification**: Establish relationships with multiple LLM providers to reduce dependency risks and negotiate better rates based on growing platform usage.\n2. **Community Development Fund**: Consider allocating resources to support community-driven integrations, particularly in high-interest areas like AR/VR and privacy-enhanced transactions.\n3. **Developer Advocacy**: Invest in developer relations specialists to bridge the growing gap between technical capabilities and effective adoption, with a focus on documentation, tutorials, and showcase projects.\n\n## 6. EMERGING OPPORTUNITIES\n\n### Agent Economy Foundations\n- The references to \"agentic payments\" and \"A2A permanent economy\" suggest ElizaOS is well-positioned to become a key infrastructure provider for the emerging agent economy, particularly if it can effectively integrate with x402 protocol for API payments.\n\n### Security & Privacy Market\n- Community interest in decentralized drone security systems and privacy-focused transactions indicates potential for ElizaOS to establish leadership in security and privacy-enhanced agent applications.\n\n### AR/VR Agent Integration\n- The technical discussions around AR glasses SDK support reveal an opportunity to establish ElizaOS as the default agent framework for AR/VR applications, potentially opening new markets beyond conventional AI assistants.\n\n## CONCLUSION\n\nElizaOS is at a critical juncture where technical capabilities are advancing rapidly while ecosystem challenges around documentation, token utility, and developer experience require immediate attention. The platform is positioning well for emerging opportunities in agent economies, privacy-enhanced applications, and AR/VR integration, but must address the growing divide between developer enthusiasm and investor concerns. The next 60 days will be crucial for establishing clearer token utility plans, enhancing documentation, and simplifying the developer experience to maintain momentum against competing frameworks.",
  "source_references": [
    "2025-09-07\n---\n2025-09-06.md\n---\n# elizaOS Discord - 2025-09-06\n\n## Overall Discussion Highlights\n\n### Development & Technical Updates\n- **OpenRouter Updates**: New Sonoma AI models with 2M context windows are now available through OpenRouter. A PR was created for OpenRouter image generation model integration. (Stan \u26a1)\n- **ElizaOS Deployment Issues**: Users reported problems with plugin-redpill version detection and command handling when deploying to Phala Cloud. (Agent Joshua \u20b1 | TEE)\n- **API Credit Issues**: Anthropic API credits have been depleted, affecting service availability. (sayonara)\n- **Documentation Improvements**: A new docs page has been created and requires feedback. Planned improvements include updates to API, plugin registry, CLI sections, and tutorials. (yung_algorithm)\n\n### AR/VR Technology\n- **AR Glasses Evaluation**: Discussion comparing Viture and XReal AR glasses, focusing on SDK support and lens adjustment capabilities. Viture offers individual lens adjustment but has limited SDK support (Android SDK requiring Kotlin). (Odilitime, cjft, jin)\n\n### Privacy & Security Concepts\n- **Privacy-Focused Transactions**: A proposal for privacy-focused transaction flow for x402 transactions using protocols like Railgun (EVM) or PrivacyCash (Solana). (jin)\n- **Decentralized Drone Security System**: Concept for a blockchain-coordinated drone network providing surveillance and protection services with AI threat detection, potentially running on Eliza Nodes. (DorianD)\n\n### Agent Development\n- **Twitter Integration**: A user (Trixi) shared their experience implementing a Twitter client for an agent, requiring a custom plugin. They migrated their agent from vvaifu to elizaOS.\n- **Image Handling**: Discussion about implementing S3 interface functionality for better image storage beyond base64 encoding. (0xbbjoker)\n\n### Ecosystem Mentions\n- Brief references to \"agentic payments\" and \"A2A permanent economy\" with a note that \"elizaos is currently working on this.\" (satsbased)\n- A comment that \"A2A will be a paradigm shift for online purchases.\" (Dr. Neuro)\n\n## Key Questions & Answers\n\n### AR Technology\n**Q**: What do you think of Viture AR glasses? (Odilitime)  \n**A**: Pre cool, for devs comes down to SDK support which seems minimal. They have Android SDK requiring Kotlin. (cjft)\n\n**Q**: Have you looked at XReal One Pro? (jin)  \n**A**: A little, Viture has individual lens adjustment to replace glasses, don't think XReal can do that. (Odilitime)\n\n### Development Issues\n**Q**: Anyone else run into these problems with plugin-redpill version detection and Phala Cloud deployment? (Agent Joshua \u20b1 | TEE)  \n**A**: Will probably get solved by flagging latest/numbered versions. Will investigate using child process with bun spawn for the second issue. (sayonara)\n\n**Q**: What debug setting do I need to understand what the code is trying to do? (Agent Joshua \u20b1 | TEE)  \n**A**: Prefix LOG_LEVEL=debug (sayonara)\n\n**Q**: Should we start thinking about S3 interface and service to support it as a plugin? (0xbbjoker)  \n**A**: We have an \"s3\" plugin already. Probably need Eliza CDN URL or something similar. (Stan \u26a1 and sayonara)\n\n**Q**: Is Anthropic dead or just my API key? (sayonara)  \n**A**: We are out of credits. (sayonara)\n\n## Community Help & Collaboration\n\n1. **Deployment Troubleshooting**:\n   - Helper: sayonara\n   - Helpee: Agent Joshua \u20b1 | TEE\n   - Context: Debugging deployment issues with plugin-redpill and Phala Cloud\n   - Resolution: Suggested using LOG_LEVEL=debug prefix and investigating version flagging\n\n2. **S3 Interface Implementation**:\n   - Helper: Stan \u26a1\n   - Helpee: 0xbbjoker\n   - Context: S3 interface implementation question\n   - Resolution: Informed that an S3 plugin already exists and sent a DM with a fix using \"file:\" instead of absolute path\n\n3. **Scam Warning Support**:\n   - Helper: Jeff\n   - Helpee: junjunf\n   - Context: User lost money to a scam website related to \"autofun airdrop\"\n   - Resolution: Jeff offered to help via direct message\n\n## Action Items\n\n### Technical\n- Fix plugin-redpill version detection issues (Mentioned by Agent Joshua \u20b1 | TEE)\n- Fix command handling when deploying to Phala Cloud (Mentioned by Agent Joshua \u20b1 | TEE)\n- Implement proper image storage solution beyond base64 (Mentioned by 0xbbjoker)\n- Resolve Anthropic API credit issues (Mentioned by sayonara)\n- Investigate running agent-twitter-client without custom plugins (Mentioned by Trixi)\n- Review Twitter agent implementation for potential issues with multiple reply accounts (Mentioned by Trixi)\n- Investigate Farcaster account creation issue where app gets stuck during setup (Mentioned by Dean)\n\n### Documentation\n- Overhaul API section with better naming and more detail (Mentioned by yung_algorithm)\n- Improve plugin registry section with more structure (Mentioned by yung_algorithm)\n- Update CLI section and add scenario documentation (Mentioned by yung_algorithm)\n- Build out tutorials section for specific builds (Mentioned by yung_algorithm)\n- Document warning about \"autofun airdrop\" scam website (Mentioned by junjunf)\n\n### Feature\n- Implement privacy flow for x402 transactions using Railgun/PrivacyCash (Mentioned by jin)\n- Decentralized drone security system using blockchain for coordination and crypto incentives (Mentioned by DorianD)\n- Integration with Eliza Nodes for drone control and memory systems (Mentioned by DorianD)\n- Consider migration path from vvaifu to elizaos for agents (Mentioned by Trixi)\n---\n2025-09-05.md\n---\n# elizaOS Discord - 2025-09-05\n\n**Date: September 5, 2025**\n\n## Overall Discussion Highlights\n\n### Development Updates\n- **Pull Request Activity**: Several PRs were submitted and discussed, including PR #5883 to fix port conflict issues in the CLI start command, PR #5884, PR #5882 to fix issue #5813, and PR #9 for plugin-openrouter.\n- **Documentation Progress**: Work is underway on organizing documentation pages, with plans to push to production soon.\n- **Custom Plugin Development**: Detailed guidance was provided on creating custom plugins without needing separate backends, explaining that developers can extend the existing API server, build custom workers that listen for events, and implement periodic data fetching.\n\n### Model & Technology Announcements\n- **Kimi K2 Upgrade**: New model with improved coding capabilities and 256k context length.\n- **Qwen3-Max Release**: Enhanced performance across math, coding, and multilingual tasks.\n- **ACK-Lab**: New solution for giving agents wallets and verifiable identities with controlled spending policies.\n- **Farcaster Integration**: The Spartan agent is operational but needs tuning as it's producing repetitive responses.\n\n### Token & Community Concerns\n- **AI16z Token Issues**: Community members expressed significant concerns about token value losses (ranging from -60% to -63%).\n- **Rebranding Questions**: Questions about a recent rebranding and its implications remain largely unanswered.\n- **Token Utility**: Community members requested clarification on token utility plans, with Odilitime indicating that articles addressing these concerns are forthcoming.\n- **Security Warning**: Multiple channels reported a scam post on the \"Autofun X account,\" warning users not to interact with suspicious links.\n\n## Key Questions & Answers\n\n### Development & Implementation\n- **Q**: If we want to add a custom API, can we write it directly in ElizaOS, or do we need to create a separate backend?  \n  **A** (Stan \u26a1): You don't need a separate backend \u2014 you can just extend the existing API by creating a custom plugin that registers your endpoints in ElizaOS' API server.\n\n- **Q**: How can we use an ElizaOS agent on other platforms?  \n  **A** (Stan \u26a1): You'll need to build a custom plugin that handles your forum's API (auth, requests, etc.) and expose actions like createPost or replyToComment.\n\n- **Q**: If we need to create 50 agents with different personalities, do we need to create a separate character.json file for each?  \n  **A** (Stan \u26a1): For multiple agents, you can run them with character.json files or build your own dynamic start mechanism. They'll still be considered 50 agents running in the same runtime.\n\n- **Q**: Can we create a single endpoint in ElizaOS, and whenever we hit that endpoint, our post gets published?  \n  **A** (Stan \u26a1): Yes, you can build your own worker listening for a specific event or fetch something periodically.\n\n- **Q**: How is the farcaster support, is there an agent up?  \n  **A** (sayonara): Spartan is there but not too active/tuned.\n\n### Token & Community\n- **Q**: Can you please comment explicitly on the plans for token utility if any?  \n  **A** (Odilitime): We have articles coming out on the topic, stay tuned.\n\n- **Q**: What is the way forward, I am at a -60% loss of $aI16z?  \n  **A** (Heisenberg): hodl.\n\n## Community Help & Collaboration\n\n1. **Custom Plugin Development**:  \n   Stan provided detailed guidance to Dunkin on implementing custom API and forum automation in ElizaOS, explaining how to create custom plugins, build workers that listen for events, and implement periodic data fetching without needing separate backends.\n\n2. **Testnet ETH Acquisition**:  \n   Jin helped sayonara find testnet ETH for Base Sepolia by providing links to Paradigm and Circle faucets.\n\n3. **Security Warnings**:  \n   Multiple community members (jasyn_bjorn, Rick) warned others about scam links posted on the Autofun X account, advising users not to interact with suspicious content.\n\n4. **Community Reassurance**:  \n   User \"edw\" provided reassurance to concerned community members about AI16z token issues, encouraging patience and stating that developers are working and \"Eliza will come back with everything.\"\n\n## Action Items\n\n### Technical\n- Review and merge PR #5883 to fix port conflict in CLI start command and dev environment (Mentioned by Stan)\n- Review and merge PR #5884 (Mentioned by sayonara)\n- Review and merge PR #5882 to fix issue #5813 (Mentioned by yung_algorithm)\n- Review and merge PR #9 for plugin-openrouter (Mentioned by Stan)\n- Address issues with AI16z token (Mentioned by Famous, Gianni, edw)\n- Explore creating custom plugins in ElizaOS for API extension (Mentioned by Stan \u26a1)\n- Build custom workers in ElizaOS for event listening (Mentioned by Stan \u26a1)\n\n### Documentation\n- Finish organizing documentation pages and push to production (Mentioned by yung_algorithm)\n- Articles explaining token utility plans (Mentioned by Odilitime)\n\n### Feature\n- Consider running a dedicated x402 facilitator (Mentioned by sayonara)\n- Improve Spartan agent for Farcaster to reduce repetitive responses (Mentioned by sayonara)\n- Try the new Kimi K2 model with 256k context length (Mentioned by OpenRouter #announcements)\n- Try Qwen3-Max with improved math, coding, and multilingual support (Mentioned by OpenRouter #announcements)\n- Explore ACK-Lab for agent wallets and identity verification (Mentioned by jay_wooow)\n---\n2025-09-04.md\n---\n# elizaOS Discord - 2025-09-04\n\n## Overall Discussion Highlights\n\n### Technical Development\n- **Package Versioning System**: The team implemented a new versioning system where develop branch uses alpha versions (1.5.8-alpha.0) while main branch uses beta versions to ensure synchronization.\n- **ElizaOS Core Issue**: A bug was identified in ElizaOS core 1.5.7 where the admin GUI wouldn't load due to \"watcher watching test files.\" A temporary solution is to use the `start` command instead of `dev`.\n- **Eliza Cloud Platform Progress**: Most MVP v1 features are completed, including API key service, usage tracking, and CLI integration. The team is preparing to move to MVP v2 with containers and sandboxes.\n- **Protocol Standards Discussion**: Debate between JSON-RPC, MCP (Model Context Protocol), and ACP (Agent Communication Protocol) for agent-to-agent and agent-to-plugin communications, with JSON-RPC emerging as the preferred standard.\n- **Bidirectional MCP Implementation**: Discussion on implementing bidirectional communication in MCP by passing the agent's completion endpoint to MCP with a key in an init() tool.\n\n### Integrations & Partnerships\n- **x402 Protocol**: Significant discussion about x402, a protocol for managing API payments using crypto wallets instead of API keys. It's currently live on tip.md since June and was developed for a Coinbase hackathon.\n- **VaultLayer Integration**: VaultLayer introduced a BTC Yield Optimizer built with elizaOS.\n- **Hackathon Interest**: Carlos Rene from DEGA inquired about promoting a hackathon featuring ElizaOS with ZK Proofs for private transactions.\n- **Alternative Frameworks**: A developer mentioned building an \"agentic car\" called \"Fibonacci\" using langgraph instead of ElizaOS, citing better documentation and integration experience.\n\n### Community & Token Discussion\n- **Token Concerns**: Several members expressed disappointment about ElizaOS token performance and questioned the relationship between framework development and token value.\n- **Beta Product Launch**: A product related to \"vaulter agents\" that has been in development for six months is now in beta, with some users receiving tester roles and invites.\n- **AI Trading Tools**: Discussion about AI-powered cryptocurrency tools like Clanker (an AI-powered memecoin generator that has created over 355,000 tokens) and potential for AI trading agents as benchmarks.\n- **Legal Update**: Brief mention of a legal case involving Eliza Labs and X Corporation, with X required to respond by the 19th.\n\n## Key Questions & Answers\n\n**Q: Why not use elizaOS for your project?**  \nA: \"For me, I was able to integrate langgraph a bit easier than eliza. I think much of it came down to the docs - it was just a smoother process for me.\" (answered by labmgr)\n\n**Q: What is x402 and why is it important?**  \nA: \"It's a protocol that eliminates the need for API keys by allowing agents to pay per request using crypto wallets, reducing the tedium of managing API subscriptions.\" (answered by jin)\n\n**Q: Where is x402 currently being used?**  \nA: \"It's live on tip.md since June, and was done for Coinbase dev hackathon.\" (answered by R0am | tip.md)\n\n**Q: What is the status of bidirectional MCP?**  \nA: \"It's doable but requires custom implementation, where you pass the agent's openai/completion endpoint to MCP with a key in an init() tool.\" (answered by cjft)\n\n**Q: What transport should be used for MCP server-to-client communication?**  \nA: \"SSE is deprecated, HTTP-streaming is the one to use now.\" (answered by R0am | tip.md)\n\n**Q: How much will this coin fall?**  \nA: \"You'll be sad you didn't buy now.\" (answered by Heisenberg)\n\n**Q: When is launch again?**  \nA: \"It's in beta now.\" (answered by Kenk)\n\n## Community Help & Collaboration\n\n1. **ElizaOS Admin GUI Issue**\n   - **Helper**: cjft\n   - **Helpee**: Vladimir\n   - **Context**: Issue with ElizaOS core 1.5.7 not loading admin GUI\n   - **Resolution**: Identified issue as \"watcher watching test files\" and suggested using `start` command instead of `dev` as temporary solution\n\n2. **Hackathon Promotion**\n   - **Helper**: Kenk\n   - **Helpee**: Carlos Rene\n   - **Context**: Carlos asked who to contact about promoting a hackathon using ElizaOS with ZK Proofs\n   - **Resolution**: Kenk suggested connecting with a specific user and asked about the hackathon timing\n\n3. **Beta Access**\n   - **Helper**: Kenk\n   - **Helpee**: Heisenberg\n   - **Context**: Heisenberg wanted access to beta product\n   - **Resolution**: Gave Heisenberg the testers role and promised to share an invite to the beta\n\n4. **Package Versioning System**\n   - **Helper**: cjft\n   - **Helpee**: Development Team\n   - **Context**: Package versioning issues in deployment\n   - **Resolution**: Implemented system where develop branch uses alpha versions while main uses beta versions\n\n5. **Bidirectional MCP Implementation**\n   - **Helper**: cjft\n   - **Helpee**: sayonara\n   - **Context**: Explaining bidirectional MCP implementation\n   - **Resolution**: Detailed how to implement callbacks by passing the agent's completion endpoint to MCP\n\n## Action Items\n\n### Technical\n- Fix the `dev` command issue in ElizaOS where watcher is watching test files (Mentioned by cjft)\n- Implement native MCP/AI SDK tool support via bootstrap as a tool/MCP to action converter (Mentioned by sayonara)\n- Move components from openrouter to bootstrap to enable all LLM providers' plugins to use this (Mentioned by Stan \u26a1)\n- Focus on JSON-RPC standard for agent-to-agent, agent-to-memory, agent-to-tools/plugins, and plugins-to-plugin communications (Mentioned by sayonara)\n- Complete final touches on Eliza Cloud Platform MVP v1 (Mentioned by sam-developer)\n- Begin work on MVP v2 with containers, sandboxes, CLI expansion (Mentioned by sam-developer)\n- Create a network for negotiating inference rates with different providers bidding for AI jobs (Mentioned by DorianD)\n- Explore integration of ElizaOS with ZK Proofs for private on-chain and off-chain transactions (Mentioned by Carlos Rene)\n- Consider incorporating Numerai data into \"degen\" project (Mentioned by DorianD)\n- Vladimir to test suggested solution for ElizaOS admin GUI issue and provide feedback (Mentioned by Vladimir)\n\n### Documentation\n- Improve ElizaOS documentation for easier integration (Mentioned by labmgr)\n- Test the new versioning system to ensure it works as expected (Mentioned by cjft)\n- Create institutional report on framework adoption metrics (Mentioned by Choran\u00e3o)\n\n### Feature\n- Implement AI trading agents as benchmarks for testing tool calling and reasoning capabilities (Mentioned by jin)\n- Consider relationship between AI agent creation with ElizaOS and token value (Mentioned by 3on_)\n---\n2025-09-06.json\n---\nelizaosDailySummary\n---\nDaily Report - 2025-09-06\n---\nGitHub Activity Summary\n---\nOn September 6, 2025, the elizaOS/eliza repository showed significant activity with 2 new pull requests opened and 3 pull requests merged. There was 1 new issue created during this period. The repository had 6 active contributors participating in development activities.\n---\nPull Requests\n---\nPR #5882 by @yungalgo titled 'fix: Scope npmPackage field for registry entries' is merged, addressing a bug in registry entries.\n---\nPR #5888 by @standujar titled 'fix: use user's request for image generation instead of agent profile' is merged, improving image generation functionality.\n---\nPR #5887 by @yungalgo titled 'fix: (cli) resolve ts compilation errors during build in scenario command' is merged, resolving TypeScript compilation issues in the CLI.\n---\nIssues\n---\nIssue #5889 titled '[Feature Request] Native Web Fetching Capability for Agents' by @DarrenZal is CLOSED after being open for less than a minute on September 6, 2025.\n---\nhttps://github.com/elizaOS/eliza/issues/5889\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---\n2025-09-06.md\n---\n# Daily Report - 2025-09-06\n\n## GitHub Activity Summary\n- On September 6, 2025, the elizaOS/eliza repository showed significant activity with 2 new pull requests opened and 3 pull requests merged. There was 1 new issue created during this period. The repository had 6 active contributors participating in development activities.\n\n## Pull Requests\n- PR #5882 by @yungalgo titled 'fix: Scope npmPackage field for registry entries' is merged, addressing a bug in registry entries.\n- PR #5888 by @standujar titled 'fix: use user's request for image generation instead of agent profile' is merged, improving image generation functionality.\n- PR #5887 by @yungalgo titled 'fix: (cli) resolve ts compilation errors during build in scenario command' is merged, resolving TypeScript compilation issues in the CLI.\n\n## Issues\n- Issue #5889 titled '[Feature Request] Native Web Fetching Capability for Agents' by @DarrenZal is CLOSED after being open for less than a minute on September 6, 2025. (Source: https://github.com/elizaOS/eliza/issues/5889)\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---\n2025-09-06.json\n---\nelizaOS\n---\nelizaOS Discord - 2025-09-06\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Chat Analysis\n\n## 1. Summary\nThis Discord chat segment in the \"\ud83d\udcac-discussion\" channel contains minimal technical discussion. The conversation primarily consists of greetings, shared tweets, and casual exchanges. There is a brief mention of \"agentic payments\" and \"A2A permanent economy\" by user satsbased, who notes that \"elizaos is currently working on this\" and references a discussion by \"shaw\" on \"farcater live.\" Dr. Neuro comments that \"A2A will be a paradigm shift for online purchases.\" Additionally, there's a vague reference to needing \"a better garbage collector mechanism\" by DorianD, though without context. The chat also includes an unsolicited listing partnership offer from a user named \"Bencline LBank.BD\" which is met with sarcasm. Overall, the chat lacks substantive technical discussions or problem-solving.\n\n## 2. FAQ\nQ: Why removing the GitHub repository? (asked by guilhermehelbig) A: Unanswered\n\n## 3. Help Interactions\nNo significant help interactions were observed in this chat segment.\n\n## 4. Action Items\nNo clear action items were identified in this chat segment.\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Discord Chat Analysis for \ud83d\udcac-coders Channel\n\n## 1. Summary:\nThe chat segment is very brief, containing only three messages. One user (Trixi) shared their experience implementing a Twitter client for an agent, mentioning they had to write a custom plugin to make it work. They migrated their agent from vvaifu to elizaos and shared their Twitter account, asking for feedback and expressing concern about potential issues with multiple reply accounts. The other messages include an announcement about new Sonoma AI models with 2M context windows from OpenRouter, and a brief greeting from another user.\n\n## 2. FAQ:\nQ: Can agent-twitter-client work without writing a custom plugin? (asked by Trixi) A: Unanswered\nQ: Will having multiple accounts to reply to create issues with a Twitter agent? (asked by Trixi) A: Unanswered\n\n## 3. Help Interactions:\nNone present in this chat segment.\n\n## 4. Action Items:\nTechnical: Investigate running agent-twitter-client without custom plugins | Description: Explore native functionality options for Twitter integration | Mentioned By: Trixi\nTechnical: Review Twitter agent implementation | Description: Check Trixi's Twitter agent at https://x.com/trixi_verse for potential issues with multiple reply accounts | Mentioned By: Trixi\nFeature: Consider migration path from vvaifu to elizaos | Description: Evaluate platform migration process for agents | Mentioned By: Trixi\n---\n1361442528813121556\n---\nfun\n---\n# Discord Chat Analysis for \"fun\" Channel\n\n## 1. Summary\nThe chat segment contains minimal technical discussion. There appears to be a warning about a scam website related to \"autofun airdrop\" where a user lost money. There's also a brief mention of \"Eli5\" which seems to be a cryptocurrency or token, and a reference to Farcaster, which appears to be a social platform that one user is having trouble with during account creation. The conversation is fragmented with limited technical substance or problem-solving.\n\n## 2. FAQ\nQ: anyone can help? (asked by junjunf) A: Send a dm (answered by Jeff)\nQ: Any news/updates on Eli5? (asked by Crispy) A: Unanswered\n\n## 3. Help Interactions\nHelper: Jeff | Helpee: junjunf | Context: User lost money to a scam website related to \"autofun airdrop\" | Resolution: Jeff offered to help via direct message, outcome unknown\n\n## 4. Action Items\nTechnical: Description: Investigate Farcaster account creation issue where app gets stuck during setup | Mentioned By: Dean\nDocumentation: Description: Document warning about \"autofun airdrop\" scam website | Mentioned By: junjunf\n---\n1301363808421543988\n---\n\ud83e\udd47-partners\n---\n# Analysis of \ud83e\udd47-partners Discord Channel\n\n## 1. Summary\nThe chat segment contains minimal technical discussion. The conversation primarily features DorianD sharing thoughts about a drone-based security system concept after posting a Forbes article link about an AI startup called Flock. DorianD envisions a decentralized network of drones that could provide surveillance and protection services, with users earning cryptocurrency for participation. The system would incorporate facial recognition, threat detection, and physical deterrents (tasers). DorianD mentions that such a system could potentially run on Eliza Nodes with a memory system, uploading threat metadata to a blockchain for sharing across the network. They suggest this solution would be particularly valuable in regions like Latin America, Middle East, and Africa, enabling safe passage through high-crime areas. The conversation begins with jasyn_bjorn warning not to click on something (likely a link), but this appears unrelated to the later discussion.\n\n## 2. FAQ\nQ: Could a decentralized drone system eliminate crime in America? (implied by DorianD) A: Unanswered\n\n## 3. Help Interactions\nNo significant help interactions occurred in this chat segment.\n\n## 4. Action Items\nFeature: Decentralized drone security system using blockchain for coordination and crypto incentives | Description: System of networked drones providing surveillance and protection services with AI threat detection | Mentioned By: DorianD\nFeature: Integration with Eliza Nodes for drone control and memory systems | Description: Using Eliza Nodes to run drone operations and store/share threat metadata on-chain | Mentioned By: DorianD\n---\n1377726087789940836\n---\ncore-devs\n---\n# Discord Chat Analysis - \"core-devs\" Channel\n\n## 1. Summary:\nThe discussion primarily focused on technical issues and development topics. Key points included:\n- AR glasses evaluation (Viture vs XReal) with focus on SDK support and lens adjustment capabilities\n- Deployment issues with ElizaOS, specifically plugin-redpill version detection problems and command handling issues when deploying to Phala Cloud\n- Documentation updates with a new docs page requiring feedback and planned improvements for API, plugin registry, CLI sections, and tutorials\n- Image handling concerns, with discussion about implementing S3 interface functionality\n- API credit issues with Anthropic\n- A proposed privacy-focused transaction flow for x402 transactions using protocols like Railgun (EVM) or PrivacyCash (Solana)\n- Pull requests for fixes and new features, including OpenRouter image generation model integration\n\n## 2. FAQ:\nQ: What do you think of Viture AR glasses? (asked by Odilitime) A: Pre cool, for devs comes down to SDK support which seems minimal. They have Android SDK requiring Kotlin. (answered by cjft)\nQ: Have you looked at XReal One Pro? (asked by jin) A: A little, Viture has individual lens adjustment to replace glasses, don't think XReal can do that. (answered by Odilitime)\nQ: Anyone else run into these problems with plugin-redpill version detection and Phala Cloud deployment? (asked by Agent Joshua \u20b1 | TEE) A: Will probably get solved by flagging latest/numbered versions. Will investigate using child process with bun spawn for the second issue. (answered by sayonara)\nQ: What debug setting do I need to understand what the code is trying to do? (asked by Agent Joshua \u20b1 | TEE) A: Prefix LOG_LEVEL=debug (answered by sayonara)\nQ: Should we start thinking about S3 interface and service to support it as a plugin? (asked by 0xbbjoker) A: We have an \"s3\" plugin already. Probably need Eliza CDN URL or something similar. (answered by Stan \u26a1 and sayonara)\nQ: Is Anthropic dead or just my API key? (asked by sayonara) A: We are out of credits. (answered by sayonara)\n\n## 3. Help Interactions:\nHelper: sayonara | Helpee: Agent Joshua \u20b1 | TEE | Context: Debugging deployment issues with plugin-redpill and Phala Cloud | Resolution: Suggested using LOG_LEVEL=debug prefix and investigating version flagging\nHelper: Stan \u26a1 | Helpee: 0xbbjoker | Context: S3 interface implementation question | Resolution: Informed that an S3 plugin already exists and sent a DM with a fix using \"file:\" instead of absolute path\nHelper: Stan \u26a1 | Helpee: Community | Context: OpenRouter integration | Resolution: Created PR for OpenRouter image generation model integration\n\n## 4. Action Items:\nType: Technical | Description: Fix plugin-redpill version detection issues | Mentioned By: Agent Joshua \u20b1 | TEE\nType: Technical | Description: Fix command handling when deploying to Phala Cloud | Mentioned By: Agent Joshua \u20b1 | TEE\nType: Technical | Description: Implement proper image storage solution beyond base64 | Mentioned By: 0xbbjoker\nType: Technical | Description: Resolve Anthropic API credit issues | Mentioned By: sayonara\nType: Documentation | Description: Overhaul API section with better naming and more detail | Mentioned By: yung_algorithm\nType: Documentation | Description: Improve plugin registry section with more structure | Mentioned By: yung_algorithm\nType: Documentation | Description: Update CLI section and add scenario documentation | Mentioned By: yung_algorithm\nType: Documentation | Description: Build out tutorials section for specific builds | Mentioned By: yung_algorithm\nType: Feature | Description: Implement privacy flow for x402 transactions using Railgun/PrivacyCash | Mentioned By: jin\n---\n2025-09-06.md\n---\n# elizaOS Discord - 2025-09-06\n\n## Overall Discussion Highlights\n\n### Development & Technical Updates\n- **OpenRouter Updates**: New Sonoma AI models with 2M context windows are now available through OpenRouter. A PR was created for OpenRouter image generation model integration. (Stan \u26a1)\n- **ElizaOS Deployment Issues**: Users reported problems with plugin-redpill version detection and command handling when deploying to Phala Cloud. (Agent Joshua \u20b1 | TEE)\n- **API Credit Issues**: Anthropic API credits have been depleted, affecting service availability. (sayonara)\n- **Documentation Improvements**: A new docs page has been created and requires feedback. Planned improvements include updates to API, plugin registry, CLI sections, and tutorials. (yung_algorithm)\n\n### AR/VR Technology\n- **AR Glasses Evaluation**: Discussion comparing Viture and XReal AR glasses, focusing on SDK support and lens adjustment capabilities. Viture offers individual lens adjustment but has limited SDK support (Android SDK requiring Kotlin). (Odilitime, cjft, jin)\n\n### Privacy & Security Concepts\n- **Privacy-Focused Transactions**: A proposal for privacy-focused transaction flow for x402 transactions using protocols like Railgun (EVM) or PrivacyCash (Solana). (jin)\n- **Decentralized Drone Security System**: Concept for a blockchain-coordinated drone network providing surveillance and protection services with AI threat detection, potentially running on Eliza Nodes. (DorianD)\n\n### Agent Development\n- **Twitter Integration**: A user (Trixi) shared their experience implementing a Twitter client for an agent, requiring a custom plugin. They migrated their agent from vvaifu to elizaOS.\n- **Image Handling**: Discussion about implementing S3 interface functionality for better image storage beyond base64 encoding. (0xbbjoker)\n\n### Ecosystem Mentions\n- Brief references to \"agentic payments\" and \"A2A permanent economy\" with a note that \"elizaos is currently working on this.\" (satsbased)\n- A comment that \"A2A will be a paradigm shift for online purchases.\" (Dr. Neuro)\n\n## Key Questions & Answers\n\n### AR Technology\n**Q**: What do you think of Viture AR glasses? (Odilitime)  \n**A**: Pre cool, for devs comes down to SDK support which seems minimal. They have Android SDK requiring Kotlin. (cjft)\n\n**Q**: Have you looked at XReal One Pro? (jin)  \n**A**: A little, Viture has individual lens adjustment to replace glasses, don't think XReal can do that. (Odilitime)\n\n### Development Issues\n**Q**: Anyone else run into these problems with plugin-redpill version detection and Phala Cloud deployment? (Agent Joshua \u20b1 | TEE)  \n**A**: Will probably get solved by flagging latest/numbered versions. Will investigate using child process with bun spawn for the second issue. (sayonara)\n\n**Q**: What debug setting do I need to understand what the code is trying to do? (Agent Joshua \u20b1 | TEE)  \n**A**: Prefix LOG_LEVEL=debug (sayonara)\n\n**Q**: Should we start thinking about S3 interface and service to support it as a plugin? (0xbbjoker)  \n**A**: We have an \"s3\" plugin already. Probably need Eliza CDN URL or something similar. (Stan \u26a1 and sayonara)\n\n**Q**: Is Anthropic dead or just my API key? (sayonara)  \n**A**: We are out of credits. (sayonara)\n\n## Community Help & Collaboration\n\n1. **Deployment Troubleshooting**:\n   - Helper: sayonara\n   - Helpee: Agent Joshua \u20b1 | TEE\n   - Context: Debugging deployment issues with plugin-redpill and Phala Cloud\n   - Resolution: Suggested using LOG_LEVEL=debug prefix and investigating version flagging\n\n2. **S3 Interface Implementation**:\n   - Helper: Stan \u26a1\n   - Helpee: 0xbbjoker\n   - Context: S3 interface implementation question\n   - Resolution: Informed that an S3 plugin already exists and sent a DM with a fix using \"file:\" instead of absolute path\n\n3. **Scam Warning Support**:\n   - Helper: Jeff\n   - Helpee: junjunf\n   - Context: User lost money to a scam website related to \"autofun airdrop\"\n   - Resolution: Jeff offered to help via direct message\n\n## Action Items\n\n### Technical\n- Fix plugin-redpill version detection issues (Mentioned by Agent Joshua \u20b1 | TEE)\n- Fix command handling when deploying to Phala Cloud (Mentioned by Agent Joshua \u20b1 | TEE)\n- Implement proper image storage solution beyond base64 (Mentioned by 0xbbjoker)\n- Resolve Anthropic API credit issues (Mentioned by sayonara)\n- Investigate running agent-twitter-client without custom plugins (Mentioned by Trixi)\n- Review Twitter agent implementation for potential issues with multiple reply accounts (Mentioned by Trixi)\n- Investigate Farcaster account creation issue where app gets stuck during setup (Mentioned by Dean)\n\n### Documentation\n- Overhaul API section with better naming and more detail (Mentioned by yung_algorithm)\n- Improve plugin registry section with more structure (Mentioned by yung_algorithm)\n- Update CLI section and add scenario documentation (Mentioned by yung_algorithm)\n- Build out tutorials section for specific builds (Mentioned by yung_algorithm)\n- Document warning about \"autofun airdrop\" scam website (Mentioned by junjunf)\n\n### Feature\n- Implement privacy flow for x402 transactions using Railgun/PrivacyCash (Mentioned by jin)\n- Decentralized drone security system using blockchain for coordination and crypto incentives (Mentioned by DorianD)\n- Integration with Eliza Nodes for drone control and memory systems (Mentioned by DorianD)\n- Consider migration path from vvaifu to elizaos for agents (Mentioned by Trixi)\n---\n2025-09-07.md\n---\nFile not found\n---\n2025-08-31.md\n---\n# elizaos/eliza Weekly Report (Aug 31 - 6, 2025)\n\n## \ud83d\ude80 Highlights\nThis week was characterized by a major push to enhance developer experience and stabilize the framework's core tooling. A significant architectural discussion began around a comprehensive refactor of the Eliza CLI ([#5860](https://github.com/elizaos/eliza/issues/5860)), proposing to centralize business logic into a new `@eliza/server` package. This strategic effort was complemented by immediate, tangible improvements to infrastructure, including unified NPM release workflows, enhanced alpha testing for the CLI, and a monorepo-wide update to Bun. On the user-facing side, the chat UI received a significant upgrade to display real-time action calls ([#5865](https://github.com/elizaos/eliza/pull/5865)), and numerous critical bug fixes were merged, resolving issues with CLI deployment, port conflicts, and dependency management.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this week focused heavily on improving the reliability and usability of the CLI, streamlining release processes, and fixing critical bugs.\n\n-   **CLI & Release Infrastructure Overhaul:** A concerted effort was made to mature the CLI and its deployment pipeline.\n    -   Release workflows were unified and improved with a new alpha NPM release pattern ([#5877](https://github.com/elizaos/eliza/pull/5877), [#5863](https://github.com/elizaos/eliza/pull/5863)).\n    -   A new workflow was added to automatically test published alpha versions of the CLI, increasing confidence in new releases ([#5873](https://github.com/elizaos/eliza/pull/5873)).\n    -   The CLI now embeds its version into the build output for easier debugging ([#5869](https://github.com/elizaos/eliza/pull/5869)).\n    -   Critical fixes were merged for a CLI NPM deployment path resolution bug ([#5852](https://github.com/elizaos/eliza/pull/5852)) and to ensure the CLI automatically finds a new port if the default is occupied ([#5876](https://github.com/elizaos/eliza/pull/5876)).\n\n-   **Core Stability and Bug Fixes:** Several important fixes were implemented to enhance the framework's stability.\n    -   TypeScript declarations were optimized in the core package to improve build efficiency ([#5848](https://github.com/elizaos/eliza/pull/5848)).\n    -   The logger's debug level and styling were corrected for better readability ([#5849](https://github.com/elizaos/eliza/pull/5849\n---\n2025-08-01.md\n---\n# elizaos/eliza Monthly Report (August 2025)\n\n## \ud83d\ude80 Highlights\nEarly August was a period of foundational refinement and preparation for future growth. Development focused heavily on improving the developer experience and overall repository hygiene by streamlining the build process, simplifying setup with automatic CLI dependency installation, and removing obsolete code and documentation. While no major features were merged, significant groundwork was laid with new feature requests for the core package and a proposal for a new sessions API, signaling a move towards enhanced modularity and capability.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork completed in this period centered on optimizing the development environment and cleaning up the codebase.\n\n*   **Developer Experience and Build Optimization**: To streamline setup for new and existing contributors, the `@elizaos/cli` is now automatically installed as a dev dependency in non-monorepo environments ([#5702](https://github.com/elizaos/eliza/pull/5702)). The main build process was also made more efficient by removing the docs filter and cleaning up dependencies ([#5701](https://github.com/elizaos/eliza/pull/5701)).\n*   **Repository and CI/CD Cleanup**: A significant effort was made to simplify the repository. This included removing outdated LangChain and Tauri details from the `README.md` ([#5700](https://github.com/elizaos/eliza/pull/5700)) and deleting three obsolete GitHub workflow files (`deploy-cli.yml`, `docs-publish.yml`, `llmstxt-generator.yml`), which cleans up the CI/CD pipeline ([#5699](https://github.com/elizaos/eliza/pull/5699)).\n\n## \ud83d\udc1b Issues & Triage\nNo issues were closed during this period, but several key issues and pull requests were opened, outlining the project's near-term trajectory.\n\n*   **Closed Issues:** No issues were closed during this reporting period.\n*   **New & Active Issues:**\n    *   **Core Package Enhancements**: Two feature requests were opened for the core package: one to add an `unregisterAction` method for better runtime action management ([#5697](https://github.com/elizaos/eliza/issues/5697)) and another to define an `IStorageService` type to support new storage plugins ([#5698](https://github.com/elizaos/eliza/issues/5698)).\n    *   **Deployment**: A new issue was created to track the deployment of Eliza Cloud on Railway ([#5703](https://github.com/elizaos/eliza/issues/5703)).\n    *   **Work in Progress**: New pull requests were opened to introduce a \"sessions API\" ([#5704](https://github.com/elizaos/eliza/pull/5704)) and to fix a test component ([#5705](https://github.com/elizaos/eliza/pull/5705)), indicating ongoing feature development and maintenance.\n\n## \ud83d\udcac Community & Collaboration\nDevelopment activity was steady, with a clear focus on foundational improvements. The work reflects a proactive approach to maintenance and developer ergonomics, which is crucial for a healthy open-source project. While the provided reports do not indicate high-volume discussions on any single item, the nature of the issues and pull requests suggests a coordinated effort to prepare the codebase for upcoming features and improved stability.\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 27 new PRs (28 merged), 6 new issues, and 19 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_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      \"id\": \"I_kwDOMT5cIs7F0hup\",\n      \"title\": \"Move to core pure\",\n      \"author\": \"borisudovicic\",\n      \"number\": 5766,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Make sure it works, get up to speed for low level devs, browser support, streaming in core, etc.\",\n      \"createdAt\": \"2025-08-13T15:20:17Z\",\n      \"closedAt\": \"2025-09-03T22:40:09Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7H3Obz\",\n      \"title\": \"Implement Dynamic Prompting (Multi-Turn Conversations) in ElizaOS Scenarios\",\n      \"author\": \"linear\",\n      \"number\": 5819,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"# Dynamic Prompting Implementation for ElizaOS Scenarios\\n\\n## Overview\\n\\nImplement **Dynamic Prompting** (multi-turn conversations) in ElizaOS scenarios to enable sophisticated testing of agent behavior through extended conversations where an LLM simulates realistic user responses.\\n\\n## Problem Statement\\n\\nCurrent ElizaOS scenarios are limited to single-turn interactions, making it impossible to test:\\n\\n* Multi-step problem solving\\n* Context retention across conversation turns\\n* Clarification and follow-up question handling\\n* Natural conversation flow assessment\\n* Error recovery and correction flows\\n\\n## Solution\\n\\nExtend the existing scenario framework to support multi-turn conversations where:\\n\\n1. **Agent** receives initial user input\\n2. **Agent** responds with thoughts, actions, and replies\\n3. **LLM Simulator** generates realistic user follow-up based on agent response\\n4. **Agent** continues the conversation based on simulated user input\\n5. Process repeats for specified number of turns or until conditions are met\\n\\n## Key Requirements\\n\\n### 1\\\\. Backward Compatibility\\n\\n* **100% backward compatible** - all existing scenarios must work unchanged\\n* Gradual adoption path for teams to enhance existing scenarios\\n* No breaking changes to existing APIs or CLI commands\\n\\n### 2\\\\. Core Components\\n\\n#### Schema Extensions\\n\\n* Extend `RunStepSchema` with optional `conversation` field\\n* Add new evaluation types: `conversation_length`, `conversation_flow`, `user_satisfaction`, `context_retention`\\n* Support conversation configuration with user simulator settings\\n\\n#### User Simulator\\n\\n* LLM-based response generation with persona-driven prompts\\n* Configurable personality, objectives, constraints, and knowledge level\\n* Realistic conversation progression based on agent responses\\n\\n#### Conversation Manager\\n\\n* Multi-turn execution orchestration\\n* Termination condition checking (satisfaction, solution provided, escalation needed)\\n* Turn-level and final evaluation support\\n* Conversation transcript generation\\n\\n#### New Evaluators\\n\\n* **Conversation Length**: Validate optimal conversation duration\\n* **Conversation Flow**: Detect required conversation patterns\\n* **User Satisfaction**: Measure user satisfaction through sentiment analysis\\n* **Context Retention**: Verify agent memory across conversation turns\\n\\n### 3\\\\. Configuration Examples\\n\\n#### Basic Multi-Turn Conversation\\n\\n```yaml\\nrun:\\n  - input: \\\"I need help with something\\\"\\n    conversation:\\n      max_turns: 4\\n      user_simulator:\\n        persona: \\\"polite customer with a billing question\\\"\\n        objective: \\\"find out why charged twice this month\\\"\\n        temperature: 0.6\\n      final_evaluations:\\n        - type: \\\"llm_judge\\\"\\n          prompt: \\\"Did the agent successfully help resolve the billing issue?\\\"\\n          expected: \\\"yes\\\"\\n```\\n\\n#### Advanced Persona-Driven Conversation\\n\\n```yaml\\nrun:\\n  - input: \\\"This is ridiculous! Your product doesn't work!\\\"\\n    conversation:\\n      max_turns: 6\\n      user_simulator:\\n        persona: \\\"angry customer who had bad experience\\\"\\n        objective: \\\"vent frustration but eventually want help\\\"\\n        style: \\\"initially hostile, gradually becomes cooperative if handled well\\\"\\n        constraints:\\n          - \\\"Start with complaints and criticism\\\"\\n          - \\\"Don't accept first solution immediately\\\"\\n          - \\\"Become more cooperative if agent shows empathy\\\"\\n      termination_conditions:\\n        - type: \\\"user_expresses_satisfaction\\\"\\n        - type: \\\"agent_escalates_to_human\\\"\\n```\\n\\n## Implementation Plan\\n\\n### Phase 1: Core Infrastructure (Weeks 1-2)\\n\\n- [ ] Schema extensions and type definitions\\n- [ ] User Simulator implementation\\n- [ ] Basic conversation flow testing\\n\\n### Phase 2: Conversation Management (Weeks 3-4)\\n\\n- [ ] ConversationManager class implementation\\n- [ ] Provider integration (LocalEnvironmentProvider, E2BEnvironmentProvider)\\n- [ ] Termination condition logic\\n\\n### Phase 3: Evaluation System (Weeks 5-6)\\n\\n- [ ] New conversation evaluators implementation\\n- [ ] EvaluationEngine integration\\n- [ ] End-to-end testing\\n\\n### Phase 4: Polish and Documentation (Week 7)\\n\\n- [ ] Example scenarios creation\\n- [ ] Documentation updates\\n- [ ] Performance optimizations\\n\\n## Technical Specifications\\n\\n### File Structure\\n\\n```\\npackages/cli/src/commands/scenario/src/\\n\u251c\u2500\u2500 schema.ts (extend)\\n\u251c\u2500\u2500 conversation-types.ts (new)\\n\u251c\u2500\u2500 UserSimulator.ts (new)\\n\u251c\u2500\u2500 ConversationManager.ts (new)\\n\u251c\u2500\u2500 ConversationEvaluators.ts (new)\\n\u251c\u2500\u2500 LocalEnvironmentProvider.ts (modify)\\n\u251c\u2500\u2500 E2BEnvironmentProvider.ts (modify)\\n\u2514\u2500\u2500 __tests__/\\n    \u251c\u2500\u2500 UserSimulator.test.ts (new)\\n    \u251c\u2500\u2500 ConversationManager.test.ts (new)\\n    \u251c\u2500\u2500 ConversationEvaluators.test.ts (new)\\n    \u2514\u2500\u2500 integration/ (new tests)\\n```\\n\\n### Key Interfaces\\n\\n```typescript\\ninterface ConversationConfig {\\n  max_turns: number;\\n  user_simulator: UserSimulatorConfig;\\n  termination_conditions: TerminationCondition[];\\n  turn_evaluations: EvaluationSchema[];\\n  final_evaluations: EvaluationSchema[];\\n}\\n\\ninterface UserSimulatorConfig {\\n  persona: string;\\n  objective: string;\\n  style?: string;\\n  constraints: string[];\\n  knowledge_level: 'beginner' | 'intermediate' | 'expert';\\n}\\n```\\n\\n## Success Criteria\\n\\n### Functional Requirements\\n\\n- [ ] Single-turn scenarios continue to work unchanged\\n- [ ] Multi-turn conversations execute successfully\\n- [ ] User simulator generates realistic, persona-consistent responses\\n- [ ] Termination conditions work correctly\\n- [ ] All new evaluation types function properly\\n- [ ] Matrix testing supports conversation parameters\\n\\n### Performance Requirements\\n\\n- [ ] Conversation scenarios complete within reasonable time limits\\n- [ ] Memory usage remains within acceptable bounds\\n- [ ] LLM API usage is optimized and rate-limited appropriately\\n\\n### Quality Requirements\\n\\n- [ ] Comprehensive test coverage (unit, integration, e2e)\\n- [ ] Clear error handling and debugging capabilities\\n- [ ] Well-documented examples and migration guide\\n\\n## Risk Mitigation\\n\\n### Technical Risks\\n\\n* **LLM API failures**: Implement retry logic and graceful degradation\\n* **Infinite loops**: Hard max_turns limit and timeout mechanisms\\n* **Memory leaks**: Turn-based cleanup and conversation archiving\\n\\n### Integration Risks\\n\\n* **Breaking existing scenarios**: Comprehensive backward compatibility testing\\n* **Performance impact**: Resource monitoring and optimization\\n\\n## Dependencies\\n\\n* Existing `askAgentViaApi` infrastructure\\n* Current evaluation engine and trajectory reconstruction\\n* LLM provider integration for user simulation\\n* Database schema (no changes required)\\n\\n## Acceptance Criteria\\n\\n1. **Backward Compatibility**: All existing scenarios pass without modification\\n2. **New Functionality**: Multi-turn conversation scenarios execute successfully\\n3. **Evaluation Quality**: New evaluators provide meaningful insights\\n4. **Performance**: No significant impact on existing scenario execution time\\n5. **Documentation**: Clear examples and migration path provided\",\n      \"createdAt\": \"2025-08-25T20:36:17Z\",\n      \"closedAt\": \"2025-09-03T22:39:53Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\n    }\n  ],\n  \"topPRs\": [\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_kwDOMT5cIs6meEtU\",\n      \"title\": \"refactor: centralize business logic in server package\",\n      \"author\": \"standujar\",\n      \"number\": 5864,\n      \"body\": \"# Relates to\\r\\n\\r\\n  #5860 Refactor Eliza CLI\\r\\n                                                                                                                                                                                                                                                                                                                                                                                                                                                           \\r\\n   # Risks                                                                                                                                                                                                                                                                               \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   **Low to Medium**                                                                                                                                                                                                                                                                     \\r\\n   - **Low**: All existing functionality maintained with backward compatibility                                                                                                                                                                                                          \\r\\n   - **Medium**: Large architectural change affecting core components, thoroughly tested                                                                                                                                                                                                 \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   # Background                                                                                                                                                                                                                                                                          \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   ## What does this PR do?                                                                                                                                                                                                                                                              \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   This PR refactors the ElizaOS architecture by moving all business logic from the CLI package to the server package. The CLI becomes a thin orchestration layer that delegates to the server package, eliminating code duplication and creating a cleaner separation of concerns.      \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   **Key changes:**                                                                                                                                                                                                                                                                      \\r\\n   - Moved 870+ lines of business logic from CLI to server package                                                                                                                                                                                                                       \\r\\n   - Created new `ElizaOS` orchestration class and managers (Agent, Plugin, Config) in server package                                                                                                                                                                                    \\r\\n   - Simplified CLI to ~170 lines of pure delegation code                                                                                                                                                                                                                                \\r\\n   - Removed 1,612 lines of redundant code while adding 1,211 lines of well-organized managers                                                                                                                                                                                           \\r\\n   - Maintained 100% backward compatibility for all existing use cases                                                                                                                                                                                                                   \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   **Files deleted from CLI:**                                                                                                                                                                                                                                                           \\r\\n   - `commands/start/actions/agent-start.ts` (134 lines)                                                                                                                                                                                                                                 \\r\\n   - `commands/start/actions/server-start.ts` (118 lines)                                                                                                                                                                                                                                \\r\\n   - `commands/start/utils/config-utils.ts` (73 lines)                                                                                                                                                                                                                                   \\r\\n   - `commands/start/utils/dependency-resolver.ts` (56 lines)                                                                                                                                                                                                                            \\r\\n   - `commands/start/utils/loader.ts` (120 lines)                                                                                                                                                                                                                                        \\r\\n   - `commands/start/utils/plugin-utils.ts` (99 lines)                                                                                                                                                                                                                                   \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   **New files in server:**                                                                                                                                                                                                                                                              \\r\\n   - `orchestration/ElizaOS.ts` - Main orchestration (166 lines)                                                                                                                                                                                                                         \\r\\n   - `managers/AgentManager.ts` - Agent lifecycle (171 lines)                                                                                                                                                                                                                            \\r\\n   - `managers/PluginLoader.ts` - Plugin management (140 lines)                                                                                                                                                                                                                          \\r\\n   - `managers/ConfigManager.ts` - Config handling (123 lines)                                                                                                                                                                                                                           \\r\\n   - `characters/default.ts` - Default Eliza character (271 lines)                                                                                                                                                                                                                       \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   ## What kind of change is this?                                                                                                                                                                                                                                                       \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   **Improvements** (misc. changes to existing features) - Major architectural refactoring without breaking changes                                                                                                                                                                      \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   # Documentation changes needed?                                                                                                                                                                                                                                                       \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   My changes do not require a change to the project documentation.                                                                                                                                                                                                                      \\r\\n   - The public API remains the same                                                                                                                                                                                                                                                     \\r\\n   - All commands work identically                                                                                                                                                                                                                                                       \\r\\n   - Internal architecture changes only                                                                                                                                                                                                                                                  \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   # Testing                                                                                                                                                                                                                                                                             \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   ## Where should a reviewer start?                                                                                                                                                                                                                                                     \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   1. Review the new architecture in `packages/server/src/`:                                                                                                                                                                                                                             \\r\\n      - `orchestration/ElizaOS.ts` - Main orchestration class                                                                                                                                                                                                                            \\r\\n      - `managers/AgentManager.ts` - Agent lifecycle management                                                                                                                                                                                                                          \\r\\n      - `managers/PluginLoader.ts` - Plugin loading and dependency resolution                                                                                                                                                                                                            \\r\\n      - `managers/ConfigManager.ts` - Configuration management                                                                                                                                                                                                                           \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   2. Check the simplified CLI in `packages/cli/src/commands/start/index.ts`                                                                                                                                                                                                             \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   ## Detailed testing steps                                                                                                                                                                                                                                                             \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   ```bash                                                                                                                                                                                                                                                                               \\r\\n   # Test 1: CLI with character files (standalone mode)                                                                                                                                                                                                                                  \\r\\n   cd eliza                                                                                                                                                                                                                                                                              \\r\\n   bun run build                                                                                                                                                                                                                                                                         \\r\\n   bunx elizaos start --character characters/cartman.json                                                                                                                                                                                                                                \\r\\n   # Verify: Agent starts successfully                                                                                                                                                                                                                                                   \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   # Test 2: CLI within a project                                                                                                                                                                                                                                                        \\r\\n   bunx elizaos create test-project --yes                                                                                                                                                                                                                                                \\r\\n   cd test-project                                                                                                                                                                                                                                                                       \\r\\n   bunx elizaos start                                                                                                                                                                                                                                                                    \\r\\n   # Verify: Project agents load and start                                                                                                                                                                                                                                               \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   # Test 3: Test command still works                                                                                                                                                                                                                                                    \\r\\n   bunx elizaos test                                                                                                                                                                                                                                                                     \\r\\n   # Verify: Tests run successfully                                                                                                                                                                                                                                                      \\r\\n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     \\r\\n   # Test 5: Build and test                                                                                                                                                                                                                                                              \\r\\n   bun run build                                                                                                                                                                                                                                                                         \\r\\n   bun test                                                                                                                                                                                                                                                                              \\r\\n   # Verify: All tests passing test still passing                                                                                                                                                                                                                                                        \\r\\n   ```                                                                                                                                                                                                                                                                                   \\r\\n                                                                                                                                                                                                                                                                                         \\r\\n   **Results:**                                                                                                                                                                                                                                                                          \\r\\n   - \u2705 Created and tested a new project outside monorepo                                                                                                                                                                                                                                 \\r\\n   - \u2705 Verified CLI works with --character flag                                                                                                                                                                                                                                          \\r\\n   - \u2705 Confirmed projects created with `elizaos create` work correctly                                                                                                                                                                                                                   \\r\\n   - \u2705 All test and scenario commands functioning                                                                                                                                                                                                                                        \\r\\n   - \u2705 Added comprehensive unit tests for new managers\\\"\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- New Features\\n  - Introduced unified server orchestration via ElizaOS, enabling simpler startup and agent management.\\n  - Added a server-provided default character with environment-aware plugin loading.\\n  - Ensured Ollama is always available as a fallback plugin.\\n  - Added dotenv support for loading .env at startup.\\n- Refactor\\n  - CLI start flow now delegates to the server for bootstrap, agent lifecycle, and character loading.\\n  - Plugin parsing updated to functional APIs; centralized plugin loading and dependency resolution.\\n- Chores\\n  - Updated CLI dependencies, including adding the OpenAI plugin.\\n- Tests\\n  - Significant test suite updates aligning with the new orchestration and loaders.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-09-02T14:28:47Z\",\n      \"mergedAt\": null,\n      \"additions\": 2238,\n      \"deletions\": 1825\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6mf7xp\",\n      \"title\": \"feat: Show action called and result in chat UI\",\n      \"author\": \"tcm390\",\n      \"number\": 5865,\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\\r\\nThis PR introduces a comprehensive **Real-time Action Execution UI System** that provides transparency and visibility into agent action execution. Users can now see actions as they happen, with detailed input/output data, status tracking, and error handling - all updated in real-time.\\r\\n\\r\\n## \u2728 Features\\r\\n\\r\\n### \ud83d\udd27 Interactive Tool Component\\r\\n- **Collapsible Tool Cards**: Each action is displayed as an expandable card showing execution details\\r\\n- **Real-time Status Updates**: Visual indicators for Processing \u2192 Ready \u2192 Completed \u2192 Error states\\r\\n- **Input/Output Display**: Formatted view of action parameters and results\\r\\n- **Error Handling**: Clear error messages and stack traces when actions fail\\r\\n\\r\\n### \ud83d\udce1 Live Action Tracking\\r\\n- **WebSocket Integration**: Real-time updates as actions progress through their lifecycle\\r\\n- **Event-Driven Architecture**: Comprehensive event system for action start/completion\\r\\n- **Status Broadcasting**: All connected clients receive live action status updates\\r\\n\\r\\n### \ud83d\udcbe Enhanced Data Persistence\\r\\n- **Action Message Storage**: Dedicated storage for action execution data\\r\\n- **Message Updates**: Ability to update existing messages with new action results\\r\\n- **Lifecycle Tracking**: Complete audit trail of action execution from start to finish\\r\\n\\r\\n## \ud83c\udfd7\ufe0f Technical Implementation\\r\\n\\r\\n### Frontend Changes\\r\\n\\r\\n#### New Components\\r\\n- **`actionTool.tsx`**: Core tool visualization component with:\\r\\n  - Collapsible interface with state-based styling\\r\\n  - Input/output data formatting and display\\r\\n  - Error handling and status indicators\\r\\n  - Accessibility features and keyboard navigation\\r\\n\\r\\n#### Enhanced Chat Interface\\r\\n- **Action Message Detection**: Automatically identifies action messages and renders them with tool UI\\r\\n- **Data Transformation**: Converts action messages to tool format with proper state mapping\\r\\n- **Seamless Integration**: Tool cards integrate naturally into the chat flow\\r\\n\\r\\n### Backend Changes\\r\\n\\r\\n#### Runtime Enhancements\\r\\n- **Action Lifecycle Events**: Enhanced `ACTION_STARTED` and `ACTION_COMPLETED` events with detailed payloads\\r\\n- **Callback System**: Added storage callback mechanism to capture action responses\\r\\n- **Event Emission**: Comprehensive event emission at action start and completion\\r\\n\\r\\n#### Database Layer\\r\\n- **New Methods**: \\r\\n  - `getMessageById()`: Retrieve specific messages by ID\\r\\n  - `updateMessage()`: Update existing messages with new data\\r\\n- **Message ID Handling**: Support for pre-defined message IDs in action tracking\\r\\n\\r\\n#### API Endpoints\\r\\n- **`POST /api/messaging/action`**: Create new action messages\\r\\n- **`PATCH /api/messaging/action/:id`**: Update existing action messages\\r\\n- **Enhanced Validation**: Comprehensive input validation and error handling\\r\\n\\r\\n#### Message Bus Service\\r\\n- **`notifyActionStart()`**: Broadcasts action initiation to clients\\r\\n- **`notifyActionUpdate()`**: Broadcasts action completion/updates to clients\\r\\n- **Real-time Sync**: Ensures all clients stay synchronized with action states\\r\\n\\r\\n## \ud83d\udd04 User Flow\\r\\n\\r\\n```mermaid\\r\\nsequenceDiagram\\r\\n    participant U as User\\r\\n    participant C as Client UI\\r\\n    participant S as Server\\r\\n    participant R as Runtime\\r\\n    participant A as Agent Action\\r\\n    \\r\\n    U->>C: Sends message\\r\\n    C->>S: HTTP request\\r\\n    S->>R: Process message\\r\\n    R->>A: Execute action\\r\\n    R->>S: ACTION_STARTED event\\r\\n    S->>C: WebSocket: action started\\r\\n    C->>C: Show \\\"Processing\\\" tool card\\r\\n    A->>R: Action completes\\r\\n    R->>S: ACTION_COMPLETED event\\r\\n    S->>C: WebSocket: action completed\\r\\n    C->>C: Update tool card to \\\"Completed\\\"\\r\\n    C->>U: Show final results\\r\\n```\\r\\n\\r\\n## \ud83d\udccb Code Changes Summary\\r\\n\\r\\n### Files Modified\\r\\n- `packages/client/src/components/chat.tsx` - Enhanced chat interface with action detection\\r\\n- `packages/client/src/hooks/use-socket-chat.ts` - Added rawMessage handling\\r\\n- `packages/client/src/lib/api-type-mappers.ts` - Enhanced message mapping with action data\\r\\n- `packages/core/src/runtime.ts` - Enhanced action lifecycle with event emission\\r\\n- `packages/core/src/types/events.ts` - Updated action event payload structure\\r\\n- `packages/plugin-bootstrap/src/index.ts` - Enhanced event handlers for action tracking\\r\\n- `packages/plugin-sql/src/base.ts` - Added message CRUD operations\\r\\n- `packages/server/src/index.ts` - Added message update method\\r\\n- `packages/server/src/api/messaging/core.ts` - New action endpoints\\r\\n- `packages/server/src/services/message.ts` - Enhanced message bus with action notifications\\r\\n\\r\\n### Files Added\\r\\n- `packages/client/src/components/actionTool.tsx` - New tool visualization component\\r\\n\\r\\n## \ud83e\uddea Testing\\r\\n\\r\\n### Manual Testing Scenarios\\r\\n1. **Action Execution**: Send a message that triggers an action and verify:\\r\\n   - Tool card appears with \\\"Processing\\\" state\\r\\n   - Updates to \\\"Completed\\\" when action finishes\\r\\n   - Shows correct input/output data\\r\\n   \\r\\n2. **Error Handling**: Trigger an action that fails and verify:\\r\\n   - Tool card shows \\\"Error\\\" state\\r\\n   - Error message is displayed clearly\\r\\n   - No UI crashes or broken states\\r\\n\\r\\n3. **Multiple Actions**: Test scenarios with multiple actions and verify:\\r\\n   - Each action gets its own tool card\\r\\n   - States update independently\\r\\n   - No race conditions or state conflicts\\r\\n\\r\\n### Integration Testing\\r\\n- WebSocket connection stability during action execution\\r\\n- Database consistency for action message storage\\r\\n- Event system reliability under load\\r\\n\\r\\n## \ud83d\udd0d Screenshots\\r\\n\\r\\n### Action Processing State\\r\\n```\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502 \ud83d\udd04 SEND_MESSAGE        Processing   \u2502\\r\\n\u2502 \u25bc Show Details                      \u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n```\\r\\n\\r\\n### Action Completed State\\r\\n```\\r\\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\r\\n\u2502 \u2705 SEND_MESSAGE        Completed    \u2502\\r\\n\u2502 \u25bc Input:                           \u2502\\r\\n\u2502   action: \\\"SEND_MESSAGE\\\"           \u2502\\r\\n\u2502   text: \\\"Hello world\\\"              \u2502\\r\\n\u2502                                    \u2502\\r\\n\u2502 \u25bc Output:                          \u2502\\r\\n\u2502   result: \\\"Message sent successfully\\\" \u2502\\r\\n\u2502   messageId: \\\"msg_123\\\"             \u2502\\r\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\r\\n```\\r\\n\\r\\n## \ud83d\udea8 Breaking Changes\\r\\n\\r\\n**None** - This is a purely additive feature that enhances existing functionality without breaking current behavior.\\r\\n\\r\\n## \ud83c\udfaf Benefits\\r\\n\\r\\n### For Users\\r\\n- **Transparency**: Clear visibility into what the agent is doing\\r\\n- **Feedback**: Immediate indication of action progress and completion\\r\\n- **Debugging**: Easy access to action inputs, outputs, and errors\\r\\n\\r\\n### For Developers\\r\\n- **Debugging**: Comprehensive action execution logging and visualization\\r\\n- **Monitoring**: Real-time insight into agent behavior and performance\\r\\n- **Development**: Enhanced development experience with detailed action tracking\\r\\n\\r\\n### For the Platform\\r\\n- **User Experience**: Significantly improved UX with real-time feedback\\r\\n- **Reliability**: Better error handling and user communication\\r\\n- **Extensibility**: Foundation for future action-related features\\r\\n\\r\\n## \ud83d\udd2e Future Enhancements\\r\\n\\r\\nThis foundation enables future features like:\\r\\n- Action execution analytics and metrics\\r\\n- Custom action UI components for specific tools\\r\\n- Action replay and debugging tools\\r\\n- Performance monitoring and optimization insights\\r\\n\\r\\n## \u2705 Checklist\\r\\n\\r\\n- [x] Frontend tool visualization component implemented\\r\\n- [x] Backend action lifecycle tracking added\\r\\n- [x] Database layer enhanced with message CRUD operations\\r\\n- [x] API endpoints for action management created\\r\\n- [x] WebSocket integration for real-time updates\\r\\n- [x] Event system enhanced for action tracking\\r\\n- [x] Error handling implemented throughout the stack\\r\\n- [x] Manual testing completed\\r\\n- [x] Code follows ElizaOS architectural patterns\\r\\n- [x] No breaking changes introduced\\r\\n\\r\\n## \ud83d\ude80 Ready for Review\\r\\n\\r\\nThis PR is ready for review and testing. The implementation follows ElizaOS architectural principles, maintains backward compatibility, and provides a solid foundation for enhanced agent interaction visibility.\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-09-02T17:02:38Z\",\n      \"mergedAt\": \"2025-09-02T21:07:19Z\",\n      \"additions\": 796,\n      \"deletions\": 68\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6m-zhX\",\n      \"title\": \"feat: dev cli fix, logging cleanup, file watching optz.\",\n      \"author\": \"ChristopherTrimboli\",\n      \"number\": 5881,\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 addition of robust support for automatically starting and managing a Vite client development server alongside the backend server, including graceful shutdown and improved status reporting. Other changes include more targeted file watching for rebuilds, cleaner and less noisy logging, and expanded watcher configuration for better reliability.\\r\\n\\r\\n**Client Dev Server Integration:**\\r\\n\\r\\n* Added logic to detect the presence of a client package and automatically start a Vite development server for the client UI in monorepo or project setups. This includes handling process management, output streaming, and graceful shutdown of the client dev server. (`packages/cli/src/commands/dev/actions/dev-server.ts`) [[1]](diffhunk://#diff-889e97856af209d02514c0f8b48694ef9b085cc4527ac25326e15c309a0788edR8-R207) [[2]](diffhunk://#diff-889e97856af209d02514c0f8b48694ef9b085cc4527ac25326e15c309a0788edR292-R309) [[3]](diffhunk://#diff-889e97856af209d02514c0f8b48694ef9b085cc4527ac25326e15c309a0788edR334-R398)\\r\\n\\r\\n**Developer Experience & Logging:**\\r\\n\\r\\n<img width=\\\"649\\\" height=\\\"335\\\" alt=\\\"Screenshot From 2025-09-04 22-29-17\\\" src=\\\"https://github.com/user-attachments/assets/11be91cf-ba2c-4433-8f74-1a7b18894344\\\" />\\r\\n\\r\\n* Improved console output throughout the build and dev processes to be more concise and readable, removing references to parallel execution and reducing noise in asset copying and build steps. (`build-utils.ts`, `packages/cli/build.ts`, `packages/core/build.ts`) [[1]](diffhunk://#diff-a69aed1cd2ab488fd0350da3228e93094a9cbe3f8cf4b12fdf1ee9bbf2df3c7cL161-R161) [[2]](diffhunk://#diff-a69aed1cd2ab488fd0350da3228e93094a9cbe3f8cf4b12fdf1ee9bbf2df3c7cL202) [[3]](diffhunk://#diff-a69aed1cd2ab488fd0350da3228e93094a9cbe3f8cf4b12fdf1ee9bbf2df3c7cL221-R222) [[4]](diffhunk://#diff-a69aed1cd2ab488fd0350da3228e93094a9cbe3f8cf4b12fdf1ee9bbf2df3c7cL477-L485) [[5]](diffhunk://#diff-a69aed1cd2ab488fd0350da3228e93094a9cbe3f8cf4b12fdf1ee9bbf2df3c7cL496-R510) [[6]](diffhunk://#diff-38a7bfc3de9135d0af986757713f0fc589a906dd9be2f715932e303ae8bc7e4cL13-R13) [[7]](diffhunk://#diff-38a7bfc3de9135d0af986757713f0fc589a906dd9be2f715932e303ae8bc7e4cL41-R41) [[8]](diffhunk://#diff-38a7bfc3de9135d0af986757713f0fc589a906dd9be2f715932e303ae8bc7e4cL68-R68) [[9]](diffhunk://#diff-38a7bfc3de9135d0af986757713f0fc589a906dd9be2f715932e303ae8bc7e4cL116-R116) [[10]](diffhunk://#diff-d7ef5dd9fcf3ebdeeeb230b1ba9d7e64b93732b0a056c5b4de8c19f62ee33be2L96-R96)\\r\\n\\r\\n**File Watching Reliability:**\\r\\n\\r\\n* Expanded ignored file patterns in the default watcher configuration to avoid unnecessary rebuilds and improve performance. Added support for `awaitWriteFinish` to prevent rebuilds on partial file writes. (`packages/cli/src/commands/dev/types.ts`, `packages/cli/src/commands/dev/utils/file-watcher.ts`) [[1]](diffhunk://#diff-6023f4b19b52307d6dd173b0a6aee33857b9746a8bf84c862a13f44918134fbfR39-R42) [[2]](diffhunk://#diff-933184909707c3cb021eb27c82b442bebd11fe1b2c5559dba54e4f08b3dc6516L10-R37)\\r\\n\\r\\n* Changed file watcher to only monitor relevant TypeScript/JavaScript files in `src` (or root) and improved logging for watched files, making rebuild triggers more accurate and less noisy. (`packages/cli/src/commands/dev/utils/file-watcher.ts`)\\r\\n\\r\\n**Developer Feedback & Graceful Shutdown:**\\r\\n\\r\\n* Enhanced dev mode startup to display clear status for both backend and client servers, including URLs for API and UI. Added graceful shutdown handling for both servers on process termination signals. (`packages/cli/src/commands/dev/actions/dev-server.ts`)\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-09-05T05:03:13Z\",\n      \"mergedAt\": \"2025-09-05T17:26:16Z\",\n      \"additions\": 543,\n      \"deletions\": 150\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6m24Ba\",\n      \"title\": \"feat: Add standalone CLI chat interface with improved UX\",\n      \"author\": \"wtfsayo\",\n      \"number\": 5879,\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 Added\\n- Interactive command-line chat interface using ElizaOS agents\\n- Similar to AI SDK's streamText but using ElizaOS runtime and plugins\\n- Support for LOG_LEVEL and OPENAI_API_KEY configuration\\n- Clean exit commands (quit/exit)\\n- Proper text wrapping and formatting\\n\\n## Files Changed\\n- 19 files modified (primarily version updates and new chat interface)\\n- 431 insertions, 39 deletions\\n\\n## Testing\\n- Standalone chat interface tested with OpenAI integration\\n- All existing functionality preserved\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-09-04T13:11:27Z\",\n      \"mergedAt\": \"2025-09-04T13:18:12Z\",\n      \"additions\": 392,\n      \"deletions\": 0\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 16513,\n    \"deletions\": 2258,\n    \"files\": 148,\n    \"commitCount\": 215\n  },\n  \"completedItems\": [\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\": \"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 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