{
  "prompt_name": "intel",
  "category": "strategy",
  "date": "2025-11-19",
  "generated_text": "# Strategic Intelligence Report: 2025-11-19\n\n## PATTERN ANALYSIS\n\n### Development Velocity\n- Core framework is technically complete with documentation, tutorials, and tooling\n- Recent GitHub activity shows minimal engagement (0 new PRs, 0 issues, 1 active contributor on 11/18)\n- Focus has shifted from framework development to consumer-facing applications\n- Two revenue-generating products (\"Cloud\" and \"Babylon\") are in active development\n- Migration from AI16Z to ElizaOS is currently consuming significant team resources\n\n### Community Engagement\n- Token migration (AI16Z to ElizaOS) dominates 80% of recent Discord discussions\n- Korean users particularly frustrated about lack of communication regarding snapshot\n- Migration has caused significant price volatility (reports of 98% price drop)\n- Strong user interest in advanced features like memory systems and agent automation\n\n### Feature Adoption\n- Memory categorization system (9 categories) under development with high anticipation\n- Browser-compatible ElizaOS core and runtime now available\n- No clear metrics on existing feature usage rates\n- \"ElizaOS app\" confirmed on roadmap with TestFlight deployment support offered\n\n### Pain Point Correlation\n- Migration portal issues widespread: zero eligible tokens showing, maximum conversion limits\n- Database interface bugs reported where applications freeze when typing \"pglite\"\n- Docker image build errors on Phala for TEE projects\n- Cross-chain confusion with users uncertain about bridging between BSC and Solana\n\n## USER EXPERIENCE INTELLIGENCE\n\n### High-Impact Feedback Categories\n1. **Token Migration Experience**\n   - Snapshot mechanism creating significant confusion and frustration\n   - Korean users feel excluded from communication about migration process\n   - Exchange-based token holders face additional barriers to migration\n   - Price volatility causing user anxiety about token value\n\n2. **Technical Implementation**\n   - RLS (Row-Level Security) issues fixed but indicating potential security concerns\n   - Database interface freezes impacting developer workflow\n   - Browser compatibility for plugins is incomplete, limiting web-based deployments\n\n3. **Agent Memory Architecture**\n   - High interest in long-term memory system similar to Character.AI\n   - Users excited about Jungian Typology classification for pre-built character templates\n   - Need for onboarding process to populate memory categories\n\n### Usage vs. Design Intent\n- ElizaOS framework complete but lacks showcasing applications\n- Token is viewed more as speculative asset than utility token\n- Memory system design focused on structured categorization (identity, expertise, etc.) shows alignment with intended AI agent functionality\n\n### Implementation Opportunities\n1. **Streamlined Migration**\n   - Create comprehensive guide for different migration scenarios (exchanges, LPs, cold wallets)\n   - Implement better communication channels for Korean community\n   - Develop clearer documentation about snapshot mechanism\n\n2. **Technical Stability**\n   - Address RLS validation issues to prevent incorrect user blocks\n   - Fix database interface freezing when typing \"pglite\"\n   - Complete browser-compatible plugin migrations\n\n3. **Agent Enhancement**\n   - Implement long-term memory categorization system\n   - Develop onboarding process for memory category population\n   - Create unified messaging API across platforms\n\n### Community Sentiment\n- Migration process causing frustration (negative sentiment)\n- Technical roadmap for Cloud and Babylon generating excitement (positive)\n- Memory system design drawing significant interest from developers (very positive)\n- Price volatility creating uncertainty (negative)\n\n## STRATEGIC PRIORITIZATION\n\n### High Impact, Low Risk Initiatives\n1. **Migration Support Improvement**\n   - Create comprehensive migration guide covering all scenarios\n   - Establish dedicated support for Korean community\n   - Develop snapshot mechanism documentation\n\n2. **Core Platform Stability**\n   - Fix database interface freezing issues\n   - Complete browser compatibility for all plugins\n   - Improve RLS validation for user access\n\n3. **Developer Experience Enhancement**\n   - Complete NextJS starter integration\n   - Add OpenRouter embedding option to CLI\n   - Migrate from LangChain v0.3 to @langchain/textsplitters v1.0\n\n### Technical Debt vs. New Features\n- Technical Debt (40%):\n  - Fix entity names array serialization for PostgreSQL\n  - Load environment variables from process.env instead of .env files\n  - Resolve TypeScript declaration generation errors\n\n- New Features (60%):\n  - ElizaOS app development and TestFlight deployment\n  - Long-term memory system implementation\n  - Cloud and Babylon products with revenue streams\n\n### Critical Path Dependencies\n1. Memory system must be completed before agent-based products can scale\n2. Token migration stability required for market confidence\n3. Browser compatibility needed for web-based applications\n\n### Resource Allocation Recommendations\n- **Engineering (60%)**\n  - 40% to consumer-facing applications (Cloud, Babylon)\n  - 30% to memory system implementation\n  - 20% to technical debt resolution\n  - 10% to migration support\n\n- **Community/Support (25%)**\n  - 60% to migration support\n  - 20% to documentation improvement\n  - 20% to developer relations\n\n- **Product/Marketing (15%)**\n  - 50% to Cloud/Babylon positioning\n  - 30% to revenue model communication\n  - 20% to Korean market engagement\n\n## ACTIONABLE RECOMMENDATIONS\n\n1. **Immediate (1-2 weeks)**\n   - Create comprehensive migration guide with step-by-step instructions for all scenarios\n   - Fix database interface freezing issues to improve developer experience\n   - Establish dedicated Korean community support channel with native language resources\n\n2. **Short-term (2-4 weeks)**\n   - Complete the 9-category memory system implementation\n   - Finalize browser compatibility for all plugins\n   - Launch ElizaOS app TestFlight for early feedback\n\n3. **Medium-term (1-3 months)**\n   - Launch Cloud and Babylon products with clear revenue models\n   - Implement token buyback mechanism using product revenue\n   - Create a world for agents backed by a chain where $elizaOS serves as gas\n\n4. **Measurement Focus**\n   - Track successful migration percentage (goal: >85%)\n   - Measure memory system adoption across agents\n   - Monitor revenue generation from Cloud and Babylon\n   - Track sentiment improvement in Korean community\n\nThis strategic realignment will balance addressing immediate pain points while advancing the core vision of becoming a full-fledged agent system with sustainable revenue streams.",
  "source_references": [
    "2025-11-19\n---\n2025-11-18.md\n---\n# elizaOS Discord - 2025-11-18\n\n## Overall Discussion Highlights\n\n### Token Migration (AI16Z to ElizaOS)\n- The project has migrated from AI16Z to ElizaOS due to trademark conflicts with a16z corporation\n- Migration involves a 1:6 conversion ratio with a snapshot mechanism limiting eligible addresses\n- Users are experiencing various issues with the migration portal, including zero eligible tokens showing or reaching maximum conversion limits\n- The migration has caused significant price volatility, with some users noting a 98% price drop\n- Community members are directing those with migration issues to the dedicated migration support channel\n\n### Development Status & Roadmap\n- The Eliza framework is technically complete with documentation, tutorials, and tooling\n- Current focus is on developing consumer-facing applications to demonstrate the framework's value\n- Two products with clear revenue streams are in development: \"Cloud\" and \"Babylon\"\n- Future plans include creating a world for agents backed by a chain where $elizaOS serves as gas\n- An \"eliza app\" is confirmed to be on the roadmap, with TestFlight deployment assistance offered\n\n### AI Agent Memory Systems\n- The team is implementing a long-term memory system for AI agents similar to Character.AI\n- A structured memory categorization system with nine specific categories is being developed:\n  - Identity, expertise, projects, preferences, data sources, goals, constraints, definitions, and behavioral patterns\n- An onboarding process to populate these memory categories is being considered\n- The system will handle both memory creation and character configuration\n- Potential use of Jungian Typology classification for pre-built character templates is being discussed\n\n### Technical Issues & Integration\n- Some users reported build errors while trying to build Docker images on Phala for TEE projects\n- Database interface issues were mentioned where no databases appear or the application freezes\n- Cloudflare network problems were affecting various services including Twitter\n- Potential integrations with Phantom wallet and Ethereum were briefly mentioned\n- Possible collaboration with a team working on Eigen Layer integration was discussed\n\n## Key Questions & Answers\n\n**Q: Why did the project migrate from AI16Z to ElizaOS?**  \nA: Marc A requested the name change due to it conflicting with his a16z corp. Plus migration offered opportunity to become cross chain with x402 integration.\n\n**Q: How is AI16Z half the MC of ElizaOS and conversion rate is 1:6? What am I missing?**  \nA: Because of the snapshot. You can only convert from white listed addresses up to around that was at the address at time of snapshot.\n\n**Q: How easy is it to get Spartan trading on Gemini 3?**  \nA: \"I think pretty easy.\"\n\n**Q: What is the current status of the Eliza framework?**  \nA: It's technically complete with documentation, tutorials, and tooling, but needs consumer-facing applications.\n\n**Q: What's the plan for tokenomics given the low treasury?**  \nA: Use revenue to buy tokens and seed liquidity.\n\n**Q: What products are being developed with clear revenue streams?**  \nA: Cloud and Babylon.\n\n**Q: Is an eliza app on the roadmap?**  \nA: \"Yes sir.\"\n\n**Q: Do we want to test this approach for the cloud?**  \nA: \"Yea so from a UX perspective that's still being thought out but I think we definitely want to have the general capability.\"\n\n## Community Help & Collaboration\n\n1. **Migration Support**\n   - DorianD explained to Awarewolf that hardware wallet can be connected with wallet connect\n   - The Light directed users asking migration questions to the dedicated migration support channel\n   - Omid sa helped Dataflow find their support ticket by instructing them to check all channels\n   - Borko shared a link to migration support channel for Mahmoud who was having difficulty with migration from Kraken to Trust wallet\n\n2. **Technical Assistance**\n   - 0xbbjoker offered to help diagnose Docker build errors for a user working on a TEE project\n   - Smokin_Dave_007 informed users about Cloudflare network issues affecting Twitter\n   - R0am offered assistance with Apple Store TestFlight deployment for the upcoming eliza app\n\n3. **Knowledge Sharing**\n   - DorianD shared an AI interaction where he prompted Grok to respond as an autonomous agent running on ElizaOS\n   - DorianD shared information about a paper on ethical reasoning frameworks for robots\n   - Shaw provided detailed explanations about the framework's development status and future plans\n\n## Action Items\n\n### Technical\n- Investigate migration portal issues showing zero eligible tokens or max conversion reached (Mentioned by OscarN_Music, MATRIX)\n- Explore integration with Phantom wallet (Mentioned by The Light)\n- Implement workflow integration with n8n (Mentioned by The\u20bfurningFlash \u26a1)\n- Troubleshoot Docker image build errors on Phala for TEE project (Mentioned by realist)\n- Investigate database interface freezing issue (Mentioned by elge3k)\n- Develop consumer-facing applications to showcase the Eliza framework (Mentioned by shaw)\n- Launch Cloud and Babylon products (Mentioned by shaw)\n- Develop a world for agents backed by a chain (Mentioned by shaw)\n- Implement long-term memory categorization system with nine specific categories (Mentioned by 0xbbjoker)\n- Develop onboarding process for memory category population (Mentioned by 0xbbjoker)\n- Integrate character configuration with memory creation (Mentioned by Borko)\n- Implement Jungian Typology classification for pre-built characters (Mentioned by Odilitime)\n- Connect with team working on Eigen Layer integration (Mentioned by DorianD)\n\n### Feature\n- Consider exchange-based migration support for Kraken (Mentioned by Will123)\n- Implement monetization strategies for autonomous agents (Mentioned by DorianD)\n- Develop eliza app (Mentioned by R0am | tip.md)\n\n### Documentation\n- Create clearer documentation about snapshot mechanism (Mentioned by RAMO)\n- Provide better guard rails and information for new users (Mentioned by RAMO)\n---\n2025-11-17.md\n---\n# elizaOS Discord - 2025-11-17\n\n**Date: November 17, 2025**\n\n## Overall Discussion Highlights\n\n### Token Migration & Economics\n- Migration from AI16Z to ElizaOS tokens continues with a 1:6 conversion ratio (4 tokens to developers)\n- February deadline for automatic migration; manual migrations possible afterward with valid reasons\n- Unclaimed tokens after the deadline will add value to ELIZAOS\n- Korean exchange Bithumb posted a rebranding notice for ElizaOS\n- Some users expressed concerns about arbitrage opportunities between AI16Z and ELIZAOS through liquidity pools\n- Community sentiment suggests ElizaOS may be undervalued due to being pegged to AI16Z\n\n### Technical Development\n- ElizaOS core and runtime now fully work in browser environments\n- Some plugins not yet migrated to browser compatibility\n- Stan shared a GitHub PR for an Eliza NextJS starter\n- Discussion about potential redundancy between runtime::generateText and runtime::useModel functions\n- DorianD explored implementing ZK (zero-knowledge) primitives for game features\n- Concept of a distributed runtime that could operate across browsers was discussed\n\n### Future Products & Services\n- Eliza Cloud service in development, with revenue planned to buy back ELIZAOS tokens\n- No new tokens planned for Babylon or any future releases\n- DegenAI still under development\n- Discussion about creating a self-propagating \"consensual worm\" agent for games\n- Borko assigned product research on the Tolans app, focusing on its onboarding process\n\n### Community Content\n- Suggestions to create music and art channels for community content sharing\n- Interest in exporting Dr. Neuro's 7k images as a dataset for a LoRa model\n\n## Key Questions & Answers\n\n**Q: What happens to unclaimed tokens after the migration deadline?**  \nA: Unclaimed tokens add value to ELIZAOS (answered by Omid sa)\n\n**Q: Will babylon have a new token?**  \nA: No token for babylon or any future release (answered by jasyn_bjorn)\n\n**Q: What is the usecase for the new token?**  \nA: Required for using Eliza Cloud, and likely token-gated use cases similar to DegenAI (answered by The Light)\n\n**Q: Where do you see eliza in 2028?**  \nA: Coding itself (answered by Dr. Neuro)\n\n**Q: Can we look at removing runtime::generateText since we have runtime::useModel?**  \nA: Maybe generateText is for one-off prompts including personality of agent which useModel doesn't do, that's why it was added (answered by cjft)\n\n**Q: Weren't you guys working on some version of ElizaOS that could run in browser?**  \nA: Core works in browser now fully, as well as wasm pglite plugin-sql, Eliza runtime runs in browser now yes just some plugins not migrated to browser compat (answered by cjft)\n\n## Community Help & Collaboration\n\n1. **Token Migration Support**\n   - Omid sa helped Tommy with migrating tokens from Tangem wallet by advising to transfer tokens back to Tangem, import to Phantom wallet, then migrate\n   - The Light advised Tommy to submit a ticket when concerned about the migration process\n   - Carrabre warned Tommy about suspicious instructions in a ticket, identifying it as a scam\n\n2. **Technical Assistance**\n   - cjft clarified ElizaOS browser compatibility status for DorianD\n   - Stan offered to help with cloud-related issues the next day\n   - Odilitime provided the Bithumb notice link to jasyn_bjorn\n\n3. **Self-Help**\n   - vaipraonde initially tried using ElizaOS memory for data storage but self-resolved by determining Database Schema was more appropriate\n\n## Action Items\n\n### Technical\n- Implement ZK primitives for game-oriented features in ElizaOS (DorianD)\n- Develop browser-compatible plugins for ElizaOS (cjft)\n- Create a self-propagating Eliza agent for games (DorianD)\n- Implement verified inference for ElizaOS (DorianD)\n- Design a \"keep_alive\" distributed object for runtime instances (DorianD)\n- Evaluate potential removal of runtime::generateText function (Odilitime)\n- Run cloud and identify issues (Stan)\n- Address arbitrage opportunity between AI16Z and ELIZAOS (Omid sa)\n\n### Documentation\n- Review GitHub PR for eliza-nextjs-starter (Stan)\n- Create a list of agents built on ElizaOS (DorianD)\n\n### Feature\n- Launch Eliza Cloud service with token buyback mechanism (Omid sa)\n- Implement a music channel with mp3 upload capability (boom)\n- Create a media channel for sharing mp3, mp4, and gif files (boom)\n- Export and utilize Dr. Neuro's 7k images as a dataset for a LoRa model (boom)\n- Product research on Tolans app, focusing on onboarding process (Borko)\n---\n2025-11-16.md\n---\n# elizaOS Discord - 2025-11-16\n\n## Overall Discussion Highlights\n\n### Token Migration Process\n- A snapshot for AI16Z to ElizaOS token migration was taken on November 11th at 11:40 UTC\n- Only tokens held in non-exchange wallets before the snapshot are eligible for automatic migration\n- Users with tokens on exchanges or in liquidity pools during the snapshot must submit support tickets\n- Korean users expressed frustration about lack of communication regarding the snapshot\n- Migration process: send AI16Z tokens to designated wallet, receive ElizaOS tokens within 24 hours\n- Team has been in contact with exchanges but cannot control their migration support decisions\n\n### Technical Implementations\n- Discussion about implementing a rock-paper-scissors game for Eliza agents\n- Recommendation to use commit-reveal scheme with HSM/MPC vault instead of full zk-SNARK implementation\n- Suggested using mobile-friendly web interface with wallet connect on Base or BNB chain\n- Existing GitHub repository (arbirps) identified as having similar functionality\n- Proposal for on-chain smart contract that can take cuts from human winners while subsidizing agent transaction costs\n- ElizaOS tokens would accumulate in the contract to compensate agents for gas fees\n\n### Project Direction & Market Dynamics\n- Discussions about \"revenue washing\" and \"stablecoin washing\" in current market\n- Criticism that ElizaOS lacks revenue generation, putting it at disadvantage\n- Concerns about marketing coordination, particularly regarding a missed Binance airdrop opportunity\n- Brief mention of ElizaOS v2 evolving \"from a meme AI fund to a full-fledged agent system\"\n\n## Key Questions & Answers\n\n**Q: How do I migrate from AI16Z to ElizaOS tokens?**  \nA: Use the official migration portal, connect your wallet that held tokens before the snapshot, and follow the prompts.\n\n**Q: When was the snapshot for migration eligibility?**  \nA: November 11th at 11:40 UTC.\n\n**Q: What if my tokens were on an exchange during the snapshot?**  \nA: Submit a ticket with proof of holdings for manual migration review.\n\n**Q: Can I migrate tokens purchased after the snapshot date?**  \nA: No, only tokens held before the snapshot are eligible for migration.\n\n**Q: What if my tokens were in a liquidity pool during the snapshot?**  \nA: Submit a ticket for manual migration review.\n\n**Q: Is it safe to send tokens to the wallet address provided after opening a ticket?**  \nA: Yes, if instructed through the official ticket system.\n\n**Q: How long does it take to receive ElizaOS tokens after sending AI16Z?**  \nA: Within 24 hours.\n\n**Q: Can I bridge ElizaOS from BSC back to Solana?**  \nA: Use Jumper.exchange to bridge between chains.\n\n**Q: What if my cold wallet is not supported in the migrator?**  \nA: Import the cold wallet into Phantom wallet and make your migration.\n\n**Q: What's the best implementation approach for a rock-paper-scissors game?**  \nA: A commit-reveal scheme with HSM/MPC vault is sufficient and more cost-effective than heavy zk-SNARKs.\n\n**Q: On which platform should the game be implemented?**  \nA: Mobile friendly web with wallet connect.\n\n**Q: Which blockchain should be used for the commit hash?**  \nA: Base or BNB chain, with BNB potentially better due to free coins.\n\n## Community Help & Collaboration\n\n1. **Token Migration Support**\n   - TobyMoonWalker helped Nikolai migrate tokens from a cold wallet by advising to import the cold wallet into Phantom\n   - TobyMoonWalker guided Will123 through the process for tokens held on Kraken during snapshot\n   - TobyMoonWalker assisted 0xJX with migration for tokens in Raydium LP during snapshot\n   - TobyMoonWalker provided detailed instructions to vloine for bridging ElizaOS from BSC back to Solana\n   - KeyzerSozse confirmed legitimacy of support team to Spice, verifying successful token swap\n   - DorianD helped 0849 resolve a simulation error by suggesting rounding down to a whole number\n   - Omid sa advised chomppp to use PancakeSwap on BSC for lower slippage\n\n2. **Technical Collaboration**\n   - Chucknorris explained to DorianD that a commit-reveal scheme would be more cost-effective than zk-SNARKs\n   - DorianD shared a GitHub repository (arbirps) with Chucknorris that had already implemented similar functionality\n   - Stan \u26a1 committed to checking and fixing an issue in the eliza-nextjs-starter repository after sayonara brought it to attention\n\n## Action Items\n\n### Technical Tasks\n- Fix animated GIF display issues in Discord channels (Mentioned by DorianD)\n- Implement manual migration process for tokens held on Korean exchanges (Mentioned by \uac70\ubd81\uc54c)\n- Develop solution for users with tokens in LPs during snapshot (Mentioned by 0xJX)\n- Implement rock-paper-scissors game using commit-reveal scheme with HSM/MPC vault (Mentioned by Chucknorris)\n- Create mobile-friendly web interface with wallet connect (Mentioned by DorianD)\n- Implement on-chain smart contract that can take cuts from human winners (Mentioned by DorianD)\n- Develop Eliza agent registry for tracking agent reputation (Mentioned by DorianD)\n- Create token system for compensating agents for transaction costs (Mentioned by DorianD)\n- Customize existing smart contract to work with ElizaOS and BNB tokens (Mentioned by Chucknorris)\n- Regain control of ElizaOS Twitter accounts (Mentioned by witch)\n- Check and fix issue #9 in the eliza-nextjs-starter repository (Mentioned by Stan \u26a1)\n\n### Documentation Needs\n- Create comprehensive guide for migrating from different sources (exchanges, LPs, cold wallets) (Mentioned by Multiple users)\n- Publish table showing exchange migration status and support (Mentioned by DorianD)\n- Provide clear instructions for bridging ElizaOS between chains (Mentioned by vloine)\n\n### Feature Requests\n- Support manual migration for Korean exchange users regardless of post-snapshot purchases (Mentioned by \uac70\ubd81\uc54c)\n- Implement better communication channels for Korean community (Mentioned by syanel4859)\n- Develop clearer roadmap for AI agent capabilities and ecosystem (Mentioned by averma)\n- Add agent commentary posting to X.com and Farcaster about game winnings (Mentioned by DorianD)\n---\n2025-11-18.json\n---\nelizaosDailySummary\n---\nDaily Report - 2025-11-18\n---\nGitHub Activity Summary\n---\nOn November 18, 2025, the elizaOS/eliza repository showed minimal activity with no new pull requests opened or merged, no new issues created, and only 1 active contributor during this period.\n---\nSummary for github_other\n---\nThe repository elizaOS/eliza has a list of top contributors, though specific contributor details are not provided in the input.\n---\n2025-11-18.md\n---\n# Daily Report - 2025-11-18\n\n## GitHub Activity Summary\n- On November 18, 2025, the elizaOS/eliza repository showed minimal activity with no new pull requests opened or merged, no new issues created, and only 1 active contributor during this period.\n\n## Summary for github_other\n- The repository elizaOS/eliza has a list of top contributors, though specific contributor details are not provided in the input.\n---\n2025-11-18.json\n---\nelizaOS\n---\nelizaOS Discord - 2025-11-18\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Chat Analysis\n\n## 1. Summary\nThe chat primarily revolves around the migration from AI16Z to ElizaOS tokens. Users are experiencing various migration issues, particularly with eligibility and conversion rates. The migration appears to involve a 1:6 conversion ratio with a snapshot mechanism limiting eligible addresses. Several users reported problems with the migration portal showing zero eligible tokens or reaching maximum conversion limits despite having substantial balances. The name change from AI16Z to ElizaOS was explained as being due to trademark conflicts with a16z corporation and to enable cross-chain integration with x402. The migration has caused significant price volatility, with some users noting a 98% price drop. Community members directed those with migration issues to the dedicated migration support channel. There were also brief mentions of potential integrations with Phantom wallet and Ethereum, as well as discussions about development opportunities and partnerships.\n\n## 2. FAQ\nQ: Why did the project migrate from AI16Z to ElizaOS? (asked by Awarewolf) A: Marc A requested the name change due to it conflicting with his a16z corp. Plus migration offered opportunity to become cross chain with x402 integration. (answered by The Light)\nQ: Is there any way to transfer to a new wallet then migrate or get your original wallet swapped if you can prove it's your account? (asked by Awarewolf) A: Unanswered\nQ: How do I open a ticket for migration issues? (asked by Mady1985) A: Unanswered\nQ: How is AI16Z half the MC of ElizaOS and conversion rate is 1:6? What am I missing? (asked by RAMO) A: Because of the snapshot. You can only convert from white listed addresses up to around that was at the address at time of snapshot. (answered by DorianD)\nQ: Does anyone have any clue if Kraken is going to do the swap? (asked by Will123) A: Unanswered\nQ: What happened to the price? I just bought a token on DEX then suddenly the price dropped 98%. (asked by motionxmen) A: Unanswered\nQ: How easy is it to get Spartan trading on Gemini 3? (asked by Skinny) A: I think pretty easy. (answered by Odilitime)\n\n## 3. Help Interactions\nHelper: DorianD | Helpee: Awarewolf | Context: User asking about affecting swap using hardware wallet | Resolution: DorianD explained that hardware wallet can be connected with wallet connect\nHelper: The Light | Helpee: Awarewolf | Context: User asking migration questions in general chat | Resolution: Directed user to the dedicated migration support channel\nHelper: Omid sa | Helpee: Dataflow | Context: User couldn't see their support ticket anymore | Resolution: Instructed user to go to channels and rules then all channels to check their ticket\nHelper: Borko | Helpee: Mahmoud | Context: User having difficulty with migration from Kraken to Trust wallet | Resolution: Shared link to migration support channel\nHelper: DorianD | Helpee: RAMO | Context: User confused about market cap and conversion rate | Resolution: Explained that conversion is limited to whitelisted addresses based on snapshot\n\n## 4. Action Items\nTechnical: Investigate migration portal issues showing zero eligible tokens or max conversion reached | Description: Multiple users reported problems with the migration portal not recognizing their tokens | Mentioned By: OscarN_Music, MATRIX\nTechnical: Explore integration with Phantom wallet | Description: Phantom wallet mentioned ElizaOS in a tweet | Mentioned By: The Light\nTechnical: Implement workflow integration with n8n | Description: User looking to integrate ElizaOS web3 capabilities into automation workflows | Mentioned By: The\u20bfurningFlash \u26a1\nFeature: Consider exchange-based migration support for Kraken | Description: Users with tokens on Kraken are uncertain about migration process | Mentioned By: Will123\nDocumentation: Create clearer documentation about snapshot mechanism | Description: Users confused about existence of snapshot despite contradictory information | Mentioned By: RAMO\nDocumentation: Provide better guard rails and information for new users | Description: Concerns about normies being confused by the migration process | Mentioned By: RAMO\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Discord Chat Analysis for \ud83d\udcac-coders\n\n## 1. Summary\nThe chat segment contains minimal substantive technical discussion. One user (realist) mentioned encountering build errors while trying to build a Docker image on Phala for a TEE project and requested debugging resources. Another user (0xbbjoker) asked for build log errors to help diagnose the issue, but no follow-up was provided. A separate user (elge3k) reported issues with a database interface where no databases appear or the application freezes when typing \"pglite\". The chat also includes a user (!freedom) posting their skills and seeking development work, and another user (DorianD) sharing information about a paper on ethical reasoning frameworks for robots.\n\n## 2. FAQ\nQ: How can I debug Docker image build errors on Phala for a TEE project? (asked by realist) A: Unanswered, though 0xbbjoker requested build log errors to help diagnose.\nQ: Why don't databases appear in my window, and why does it freeze when I type \"pglite\"? (asked by elge3k) A: Unanswered\n\n## 3. Help Interactions\nHelper: 0xbbjoker | Helpee: realist | Context: User experiencing build errors while building a Docker image on Phala for TEE project | Resolution: Incomplete - helper requested build logs but received no response.\n\n## 4. Action Items\nTechnical: Troubleshoot Docker image build errors on Phala for TEE project | Description: Identify and resolve build errors | Mentioned By: realist\nTechnical: Investigate database interface freezing issue | Description: Fix problem where no databases appear and application freezes when typing \"pglite\" | Mentioned By: elge3k\n---\n1301363808421543988\n---\n\ud83e\udd47-partners\n---\n# Analysis of \ud83e\udd47-partners Discord Channel\n\n## 1. Summary:\nThe discussion primarily focuses on the Eliza framework's development status and future plans. Shaw explains that the framework is technically complete with documentation, tutorials, and tooling, but needs consumer-facing applications to demonstrate its value. Due to limited treasury funds, the current plan is to use revenue to buy tokens and seed liquidity. Two products mentioned as promising revenue streams are \"Cloud\" and \"Babylon.\" Future development includes creating a world for agents backed by a chain where $elizaOS serves as gas, with staking and fee-earning opportunities. DorianD shares an interesting AI interaction where he prompted Grok to respond as if it were an autonomous agent running on ElizaOS with limited funds, demonstrating potential use cases and monetization strategies for autonomous agents. The conversation briefly touches on technical issues (Cloudflare network problems) and potential collaboration opportunities with another team working with Eigen Layer.\n\n## 2. FAQ:\nQ: What is the current status of the Eliza framework? (inferred from shaw's message) A: It's technically complete with documentation, tutorials, and tooling, but needs consumer-facing applications (answered by shaw)\nQ: What's the plan for tokenomics given the low treasury? (inferred from shaw's message) A: Use revenue to buy tokens and seed liquidity (answered by shaw)\nQ: What products are being developed with clear revenue streams? (inferred from shaw's message) A: Cloud and Babylon (answered by shaw)\nQ: What future developments are planned after Cloud and Babylon? (inferred from shaw's message) A: A world for agents backed by a chain where $elizaOS serves as gas, with staking and fee-earning opportunities (answered by shaw)\nQ: Is Twitter down? (asked by \ud835\udd2d\ud835\udd29\ud835\udd1e\ud835\udd31\ud835\udd1e \ud835\udd11\ud835\udd2c \ud835\udd09\ud835\udd1e\ud835\udd2d \ud835\udd1e\ud835\udd2f\ud835\udd20) A: Cloudflare is having network issues (answered by Smokin_Dave_007)\n\n## 3. Help Interactions:\nHelper: Smokin_Dave_007 | Helpee: \ud835\udd2d\ud835\udd29\ud835\udd1e\ud835\udd31\ud835\udd1e \ud835\udd11\ud835\udd2c \ud835\udd09\ud835\udd1e\ud835\udd2d \ud835\udd1e\ud835\udd2f\ud835\udd20 | Context: User was wondering if Twitter was down | Resolution: Informed that Cloudflare was experiencing network issues\n\n## 4. Action Items:\nTechnical: Develop consumer-facing applications to showcase the Eliza framework | Description: Create exciting products that demonstrate the framework's capabilities | Mentioned By: shaw\nTechnical: Launch Cloud and Babylon products | Description: Focus on these as they have clear revenue streams | Mentioned By: shaw\nTechnical: Develop a world for agents backed by a chain | Description: Enable $elizaOS as gas with staking and fee-earning opportunities | Mentioned By: shaw\nFeature: Implement monetization strategies for autonomous agents | Description: Consider various revenue models as demonstrated in the Grok example | Mentioned By: DorianD\nTechnical: Connect with team working on Eigen Layer integration | Description: Explore potential collaboration opportunities | Mentioned By: DorianD\n---\n1377726087789940836\n---\ncore-devs\n---\n# Discord Chat Analysis - \"core-devs\" Channel\n\n## 1. Summary\nThe discussion focused on implementing long-term memory systems for AI agents, similar to Character.AI's approach. The team discussed a structured memory categorization system with nine specific categories: identity, expertise, projects, preferences, data sources, goals, constraints, definitions, and behavioral patterns. They considered implementing an onboarding process to populate these memory categories initially. The conversation touched on how this system would handle both memory creation and character configuration, essentially pre-loading a \"character file\" with personality traits based on user inputs. There was brief mention of an \"eliza app\" being on the roadmap, with one member offering assistance with Apple Store TestFlight deployment. The team also discussed potential UX approaches for implementing character/personality generation in their cloud service, with references to possible Jungian Typology classification for pre-built character templates rather than fully custom agents.\n\n## 2. FAQ\nQ: Is an eliza app on the roadmap? (asked by R0am | tip.md) A: Yes sir (answered by Borko)\nQ: Do we wanna test this approach for the cloud? (asked by 0xbbjoker) A: Yea so from a UX perspective that's still being thought out but I think we definitely want to have the general capability (answered by Borko)\n\n## 3. Help Interactions\nHelper: R0am | tip.md | Helpee: Team | Context: Offering assistance with Apple Store TestFlight deployment | Resolution: Offered to help with Apple Store processes for app testing\n\n## 4. Action Items\nTechnical: Implement long-term memory categorization system with nine specific categories | Description: Create memory structure for identity, expertise, projects, preferences, data sources, goals, constraints, definitions, and behavioral patterns | Mentioned By: 0xbbjoker\nTechnical: Develop onboarding process for memory category population | Description: Create initial setup to capture user information for memory categories | Mentioned By: 0xbbjoker\nTechnical: Integrate character configuration with memory creation | Description: Combine memory capture with personality configuration during onboarding | Mentioned By: Borko\nFeature: Develop eliza app | Description: Create and deploy an eliza-type application | Mentioned By: R0am | tip.md\nTechnical: Implement Jungian Typology classification for pre-built characters | Description: Create system for 16 pre-built character types based on Jungian psychology | Mentioned By: Odilitime\n---\n2025-11-18.md\n---\n# elizaOS Discord - 2025-11-18\n\n## Overall Discussion Highlights\n\n### Token Migration (AI16Z to ElizaOS)\n- The project has migrated from AI16Z to ElizaOS due to trademark conflicts with a16z corporation\n- Migration involves a 1:6 conversion ratio with a snapshot mechanism limiting eligible addresses\n- Users are experiencing various issues with the migration portal, including zero eligible tokens showing or reaching maximum conversion limits\n- The migration has caused significant price volatility, with some users noting a 98% price drop\n- Community members are directing those with migration issues to the dedicated migration support channel\n\n### Development Status & Roadmap\n- The Eliza framework is technically complete with documentation, tutorials, and tooling\n- Current focus is on developing consumer-facing applications to demonstrate the framework's value\n- Two products with clear revenue streams are in development: \"Cloud\" and \"Babylon\"\n- Future plans include creating a world for agents backed by a chain where $elizaOS serves as gas\n- An \"eliza app\" is confirmed to be on the roadmap, with TestFlight deployment assistance offered\n\n### AI Agent Memory Systems\n- The team is implementing a long-term memory system for AI agents similar to Character.AI\n- A structured memory categorization system with nine specific categories is being developed:\n  - Identity, expertise, projects, preferences, data sources, goals, constraints, definitions, and behavioral patterns\n- An onboarding process to populate these memory categories is being considered\n- The system will handle both memory creation and character configuration\n- Potential use of Jungian Typology classification for pre-built character templates is being discussed\n\n### Technical Issues & Integration\n- Some users reported build errors while trying to build Docker images on Phala for TEE projects\n- Database interface issues were mentioned where no databases appear or the application freezes\n- Cloudflare network problems were affecting various services including Twitter\n- Potential integrations with Phantom wallet and Ethereum were briefly mentioned\n- Possible collaboration with a team working on Eigen Layer integration was discussed\n\n## Key Questions & Answers\n\n**Q: Why did the project migrate from AI16Z to ElizaOS?**  \nA: Marc A requested the name change due to it conflicting with his a16z corp. Plus migration offered opportunity to become cross chain with x402 integration.\n\n**Q: How is AI16Z half the MC of ElizaOS and conversion rate is 1:6? What am I missing?**  \nA: Because of the snapshot. You can only convert from white listed addresses up to around that was at the address at time of snapshot.\n\n**Q: How easy is it to get Spartan trading on Gemini 3?**  \nA: \"I think pretty easy.\"\n\n**Q: What is the current status of the Eliza framework?**  \nA: It's technically complete with documentation, tutorials, and tooling, but needs consumer-facing applications.\n\n**Q: What's the plan for tokenomics given the low treasury?**  \nA: Use revenue to buy tokens and seed liquidity.\n\n**Q: What products are being developed with clear revenue streams?**  \nA: Cloud and Babylon.\n\n**Q: Is an eliza app on the roadmap?**  \nA: \"Yes sir.\"\n\n**Q: Do we want to test this approach for the cloud?**  \nA: \"Yea so from a UX perspective that's still being thought out but I think we definitely want to have the general capability.\"\n\n## Community Help & Collaboration\n\n1. **Migration Support**\n   - DorianD explained to Awarewolf that hardware wallet can be connected with wallet connect\n   - The Light directed users asking migration questions to the dedicated migration support channel\n   - Omid sa helped Dataflow find their support ticket by instructing them to check all channels\n   - Borko shared a link to migration support channel for Mahmoud who was having difficulty with migration from Kraken to Trust wallet\n\n2. **Technical Assistance**\n   - 0xbbjoker offered to help diagnose Docker build errors for a user working on a TEE project\n   - Smokin_Dave_007 informed users about Cloudflare network issues affecting Twitter\n   - R0am offered assistance with Apple Store TestFlight deployment for the upcoming eliza app\n\n3. **Knowledge Sharing**\n   - DorianD shared an AI interaction where he prompted Grok to respond as an autonomous agent running on ElizaOS\n   - DorianD shared information about a paper on ethical reasoning frameworks for robots\n   - Shaw provided detailed explanations about the framework's development status and future plans\n\n## Action Items\n\n### Technical\n- Investigate migration portal issues showing zero eligible tokens or max conversion reached (Mentioned by OscarN_Music, MATRIX)\n- Explore integration with Phantom wallet (Mentioned by The Light)\n- Implement workflow integration with n8n (Mentioned by The\u20bfurningFlash \u26a1)\n- Troubleshoot Docker image build errors on Phala for TEE project (Mentioned by realist)\n- Investigate database interface freezing issue (Mentioned by elge3k)\n- Develop consumer-facing applications to showcase the Eliza framework (Mentioned by shaw)\n- Launch Cloud and Babylon products (Mentioned by shaw)\n- Develop a world for agents backed by a chain (Mentioned by shaw)\n- Implement long-term memory categorization system with nine specific categories (Mentioned by 0xbbjoker)\n- Develop onboarding process for memory category population (Mentioned by 0xbbjoker)\n- Integrate character configuration with memory creation (Mentioned by Borko)\n- Implement Jungian Typology classification for pre-built characters (Mentioned by Odilitime)\n- Connect with team working on Eigen Layer integration (Mentioned by DorianD)\n\n### Feature\n- Consider exchange-based migration support for Kraken (Mentioned by Will123)\n- Implement monetization strategies for autonomous agents (Mentioned by DorianD)\n- Develop eliza app (Mentioned by R0am | tip.md)\n\n### Documentation\n- Create clearer documentation about snapshot mechanism (Mentioned by RAMO)\n- Provide better guard rails and information for new users (Mentioned by RAMO)\n---\n2025-11-19.md\n---\nFile not found\n---\n2025-11-09.md\n---\n# elizaos/eliza Weekly Report (Nov 9 - 15, 2025)\n\n## \ud83d\ude80 Highlights\nThis week's development focused on strengthening the core stability and configuration of the ElizaOS framework. Key achievements include a critical fix for Row-Level Security (RLS) validation, ensuring correct user access when isolation is disabled. Significant progress was also made in standardizing agent configuration by resolving how environment variables are loaded. Concurrently, work began on enhancing the core runtime to support a unified messaging API, reflecting a continued effort to build a robust and scalable foundation for AI agents.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this week centered on bug fixes, core enhancements, and new tooling capabilities.\n\n- **Core Stability and Configuration Fixes**\n    - A crucial bug was fixed where environment variables were not being loaded correctly, preventing agents from accessing settings. The system now properly loads variables from `process.env` instead of relying solely on `.env` files ([#6141](https://github.com/elizaos/eliza/pull/6141)).\n    - A critical issue with Row-Level Security (RLS) was resolved. The fix prevents `server_id` validation from incorrectly blocking all users when RLS isolation is disabled ([#6139](https://github.com/elizaos/eliza/pull/6139)).\n    - To improve system stability, a pull request was opened to remove message emission in the `src` API, aiming to prevent potential race conditions ([#6137](https://github.com/elizaos/eliza/pull/6137)).\n\n- **Runtime and API Enhancements**\n    - A new feature was merged to include an ElizaOS reference within the runtime. This change is a step towards creating a unified messaging API and involved updates across several core packages ([#6111](https://github.com/elizaos/eliza/pull/6111)).\n\n- **New Tooling Features**\n    - A new pull request was opened to add an OpenRouter embedding option to the command-line interface (CLI), expanding the framework's integration capabilities ([#6142](https://github.com/elizaos/eliza/pull/6142)).\n\n## \ud83d\udc1b Issues & Triage\n\n- **Closed Issues:**\n    - Issue [#6138](https://github.com/elizaos/eliza/issues/6138), which reported that disabling the Web UI blocked all endpoints, was opened and closed on the same day. It was noted as being prematurely opened and remains under investigation.\n\n- **New & Active Issues:**\n    - A new high-priority issue was reported where an agent fails to respond to questions, producing a \"No handler found for delegate type: TEXT_LARGE\" error ([#6140](https://github.com/elizaos/eliza/issues/6140)). This represents a potential blocker for agent communication functionality.\n    - No active issues generated significant discussion this week.\n\n## \ud83d\udcac Community & Collaboration\nThe development activity this week indicates a focused effort on foundational improvements. The work on environment variables, RLS, and race conditions suggests a proactive approach to ensuring system stability and reliability. While the reports do not indicate high levels of discussion on specific issues, the mix of bug fixes, core refactoring, and new feature proposals demonstrates steady and methodical progress across the project.\n---\n2025-11-01.md\n---\n# elizaos/eliza Monthly Report (November 2025)\n\n## \ud83d\ude80 Highlights\nNovember kicked off with a dual focus on enhancing system stability and laying the groundwork for significant new capabilities. A critical bug affecting agent settings persistence was resolved, directly improving the framework's reliability. Concurrently, new development was initiated to introduce entity-level security and enhance the core runtime. The opening of several strategic issues signals a forward-looking push towards improved performance through parallel actions and background tasks, as well as new user engagement features.\n\n## \ud83d\udee0\ufe0f Key Developments\nWork this month balanced immediate fixes with the introduction of new features.\n\n- **Agent Stability Improvement**\n  A significant bug was fixed that prevented agent settings from persisting across restarts, ensuring that runtime-generated configurations are now correctly retained. This change, made to the core runtime initialization logic, enhances the overall reliability of agent operations ([#6106](https://github.com/elizaos/eliza/pull/6106)).\n\n- **New Feature Initiatives**\n  Development began on several new fronts with the opening of new pull requests:\n  - **Security:** A proposal was made to implement entity-level row-level security, aiming to add more granular data access controls ([#6107](https://github.com/elizaos/eliza/pull/6107)).\n  - **Runtime Enhancements:** Work started on adding an ElizaOS reference directly to the runtime, likely to streamline framework interactions ([#6111](https://github.com/elizaos/eliza/pull/6111)).\n\n## \ud83d\udc1b Issues & Triage\nIssue tracking this month was focused on defining the next wave of development priorities.\n\n- **Closed Issues:** No issues were closed during this period.\n\n- **New & Active Issues:** Several key issues were opened, outlining major areas for future work:\n  - **Core Functionality & Performance:** Discussions were initiated around implementing \"Parallel actions\" ([#6108](https://github.com/elizaos/eliza/issues/6108)) and \"Background tasks\" ([#6109](https://github.com/elizaos/eliza/issues/6109)), indicating a focus on scaling the system's operational capacity.\n  - **Security & User Engagement:** New issues were created for \"Entity-level RLS\" ([#6112](https://github.com/elizaos/eliza/issues/6112)), which complements the ongoing PR, and a \"Points / Leaderboard\" system ([#6110](https://github.com/elizaos/eliza/issues/6110)) to enhance user interaction.\n  - According to the reports, none of the active issues have generated more than three comments, suggesting discussions are still in their early stages.\n\n## \ud83d\udcac Community & Collaboration\nThe provided reports indicate a period of focused, heads-down development. While new pull requests and issues were opened, the data does not show any high-volume discussions or specific collaborative events. The alignment between the new pull request for RLS ([#6107](https://github.com/elizaos/eliza/pull/6107)) and the corresponding new issue ([#6112](https://github.com/elizaos/eliza/issues/6112)) suggests coordinated planning around new features.\n---\n{\n  \"interval\": {\n    \"intervalStart\": \"2025-11-01T00:00:00.000Z\",\n    \"intervalEnd\": \"2025-12-01T00:00:00.000Z\",\n    \"intervalType\": \"month\"\n  },\n  \"repository\": \"elizaos/eliza\",\n  \"overview\": \"From 2025-11-01 to 2025-12-01, elizaos/eliza had 18 new PRs (10 merged), 33 new issues, and 23 active contributors.\",\n  \"topIssues\": [\n    {\n      \"id\": \"I_kwDOMT5cIs7XCsUe\",\n      \"title\": \"Bug: Disabling Web UI blocks all endpoints\",\n      \"author\": \"humuhimi\",\n      \"number\": 6138,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"\",\n      \"createdAt\": \"2025-11-10T12:26:11Z\",\n      \"closedAt\": \"2025-11-10T12:47:31Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 2\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7V2H1G\",\n      \"title\": \"Support Tasks\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6131,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Collaborate with CJ on anonymous ID + free inference architecture.\",\n      \"createdAt\": \"2025-11-04T18:16:47Z\",\n      \"closedAt\": \"2025-11-08T12:37:51Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 1\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7V2Hh0\",\n      \"title\": \"Voice Infrastructure\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6130,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Test browser-based voice generation (client-side).\\n* Prepare optional **server voice endpoint** for paid users.\\n* Support Compute embeddings integration.\",\n      \"createdAt\": \"2025-11-04T18:16:25Z\",\n      \"closedAt\": \"2025-11-14T13:34:37Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 1\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7V2HTC\",\n      \"title\": \"Plugin-Cloud Testing\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6129,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Test plugin-cloud within Eliza Framework.\\n* Verify tool registration + documentation accuracy.\",\n      \"createdAt\": \"2025-11-04T18:16:06Z\",\n      \"closedAt\": \"2025-11-14T13:34:38Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 1\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs7V2Gw0\",\n      \"title\": \"Docs\",\n      \"author\": \"borisudovicic\",\n      \"number\": 6128,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"* Build new /docs UI (public, not auth-locked).\\n* Include:\\n  * OpenAI-style API explorer.\\n  * Character setup & API key usage examples.\\n  * Overview of Cloud architecture.\",\n      \"createdAt\": \"2025-11-04T18:15:26Z\",\n      \"closedAt\": null,\n      \"state\": \"OPEN\",\n      \"commentCount\": 1\n    }\n  ],\n  \"topPRs\": [\n    {\n      \"id\": \"PR_kwDOMT5cIs6vVL6j\",\n      \"title\": \"feat: create @elizaos/react package with headless React hooks\",\n      \"author\": \"wtfsayo\",\n      \"number\": 6093,\n      \"body\": \"## Overview\\n\\nThis PR introduces a new **** package containing headless, reusable React hooks extracted from the client package. This enables external developers to build custom UIs for ElizaOS agents while maintaining full type safety and React Query integration.\\n\\n## What's New\\n\\n### Package: \\n\\nA standalone package providing headless React hooks with:\\n- \u2705 Zero UI coupling (no toasts, navigation, or DOM dependencies)\\n- \u2705 Full TypeScript support with proper type declarations\\n- \u2705 TanStack React Query for caching and state management\\n- \u2705 Network-aware polling that adapts to connection quality\\n- \u2705 Composable lifecycle callbacks (onSuccess, onError, onMutate)\\n\\n### Hooks Included (30 total)\\n\\n**Agents (8 hooks)**\\n- `useAgents`, `useAgent`, `useStartAgent`, `useStopAgent`\\n- `useAgentActions`, `useDeleteLog`, `useAgentPanels`, `useAgentsWithDetails`\\n\\n**Runs (2 hooks)**\\n- `useAgentRuns`, `useAgentRunDetail`\\n\\n**Messaging (5 hooks)**\\n- `useServers`, `useChannels`, `useChannelDetails`, `useChannelParticipants`, `useDeleteChannel`\\n\\n**Messages (3 hooks)**\\n- `useChannelMessages` (stateful with pagination), `useDeleteChannelMessage`, `useClearChannelMessages`\\n\\n**Memories (6 hooks)**\\n- `useAgentMemories`, `useDeleteMemory`, `useDeleteAllMemories`, `useUpdateMemory`, `useDeleteGroupMemory`, `useClearGroupChat`\\n\\n**Internal/Agent-Perspective (6 hooks)**\\n- `useAgentInternalActions`, `useDeleteAgentInternalLog`, `useAgentInternalMemories`\\n- `useDeleteAgentInternalMemory`, `useDeleteAllAgentInternalMemories`, `useUpdateAgentInternalMemory`\\n\\n## Architecture\\n\\n```tsx\\nimport { QueryClient, QueryClientProvider } from '@tanstack/react-query';\\nimport { ElizaReactProvider, useAgents, useStartAgent } from '@elizaos/react';\\n\\nconst queryClient = new QueryClient();\\n\\nfunction App() {\\n  return (\\n    <QueryClientProvider client={queryClient}>\\n      <ElizaReactProvider baseUrl=\\\"http://localhost:3000\\\">\\n        <AgentList />\\n      </ElizaReactProvider>\\n    </QueryClientProvider>\\n  );\\n}\\n\\nfunction AgentList() {\\n  const { data: agents, isLoading } = useAgents();\\n  const startAgent = useStartAgent({\\n    onSuccess: () => toast.success('Agent started!'),\\n  });\\n\\n  if (isLoading) return <div>Loading...</div>;\\n\\n  return (\\n    <div>\\n      {agents?.map((agent) => (\\n        <div key={agent.id}>\\n          <h3>{agent.name}</h3>\\n          <button onClick={() => startAgent.mutate(agent.id)}>\\n            Start\\n          </button>\\n        </div>\\n      ))}\\n    </div>\\n  );\\n}\\n```\\n\\n## Benefits\\n\\n1. **Reusability**: External developers can build custom UIs using these hooks\\n2. **Type Safety**: Full TypeScript support with types from `@elizaos/api-client`\\n3. **Performance**: Smart polling adapts to network quality (2G \u2192 4G)\\n4. **Separation of Concerns**: UI logic stays in components, data logic in hooks\\n5. **Future-proof**: Ready for migration of `packages/client` to consume these hooks\\n\\n## Testing\\n\\n- \u2705 Package builds successfully with TypeScript declarations\\n- \u2705 All hooks properly typed with React Query v5 signatures\\n- \u2705 Zero build errors or type issues\\n- \u2705 Ready for integration into turbo build pipeline\\n\\n## Next Steps (Future PRs)\\n\\n- Migrate `packages/client` to consume `@elizaos/react`\\n- Add unit tests for hooks with mocked ElizaClient\\n- Publish to npm for external consumption\\n\\n## Files Changed\\n\\n- `packages/react/` - New package with provider, hooks, and documentation\\n- Comprehensive README with installation, API reference, and examples\\n\\n---\\n\\n**Ready for review!** \ud83d\ude80\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> Introduces a new `@elizaos/react` package with headless, type-safe React hooks and provider (plus build/docs), integrates it into the workspace, and publishes comprehensive core type declarations.\\n> \\n> - **New package `@elizaos/react`**:\\n>   - Headless React hooks and provider (`ElizaReactProvider`) built on `@tanstack/react-query` and `@elizaos/api-client`.\\n>   - Hooks for: agents, runs, messaging (servers/channels), messages (stateful + pagination), memories, and internal agent-perspective operations.\\n>   - Network-aware polling, composable mutation callbacks, TypeScript types, and index exports.\\n>   - Build tooling (`build.ts`, bunfig, tsconfigs), and comprehensive README.\\n> - **Workspace integration**:\\n>   - Added to lockfile/workspace with peer/dev deps.\\n> - **Type declarations**:\\n>   - Added/updated numerous `@elizaos/core` `.d.ts` and source maps to expose APIs/types for consumers.\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 5a290e0071637d785858567d960ab7d1d5e54456. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-10-23T18:06:32Z\",\n      \"mergedAt\": null,\n      \"additions\": 8223,\n      \"deletions\": 1753\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6xETJ-\",\n      \"title\": \"feat: implement entity-level row level security\",\n      \"author\": \"standujar\",\n      \"number\": 6107,\n      \"body\": \"\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-11-02T16:12:48Z\",\n      \"mergedAt\": null,\n      \"additions\": 7767,\n      \"deletions\": 1341\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6xVUO6\",\n      \"title\": \"feat: x402 middleware\",\n      \"author\": \"odilitime\",\n      \"number\": 6114,\n      \"body\": \"pulled enhanced response & health check from Otaku\\r\\n\\r\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> Introduces x402 payment protection for plugin routes (EVM/Solana), adds core payment types, integrates verification and x402scan 402 responses, plus config registry, docs, and tests.\\n> \\n> - **Server (x402 middleware)**:\\n>   - Add payment middleware (`x402/`) with EVM (EIP-712/ERC-3009) and Solana verification, facilitator payment ID support, and x402scan-compliant 402 responses.\\n>   - Integrate into plugin routing to auto-wrap routes with `x402` config (`createPaymentAwareHandler`, `applyPaymentProtection`).\\n>   - Expose middleware/types via `middleware/index.ts` and `x402/index.ts`.\\n> - **Core Types**:\\n>   - Add payment types (`PaymentEnabledRoute`, `X402Config`, validators, OpenAPI helpers) in `@elizaos/core` (`types/payment.ts` and export in `types/index.ts`).\\n> - **Config & Utilities**:\\n>   - Add payment config registry (`payment-config.ts`) with built-in configs (`base_usdc`, `solana_usdc`, `polygon_usdc`), CAIP-19 generation, pricing helpers, health reporting.\\n>   - Define strict x402 schemas (`x402-types.ts`) and request/response/runtime types (`types.ts`).\\n> - **API Integration**:\\n>   - Update `api/index.ts` to use payment-aware handlers for plugin routes.\\n> - **Docs & Tests**:\\n>   - Add comprehensive README for x402 usage.\\n>   - Add extensive tests for amount conversion, verification logic, integration, config, and schema validation.\\n> - **Dependencies**:\\n>   - Add `viem`, `@solana/web3.js`, and `cors` to server; lockfile updates.\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit d64e2a5e1045bc204ffb435d0ef74a044efe1287. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-11-04T06:10:07Z\",\n      \"mergedAt\": null,\n      \"additions\": 5434,\n      \"deletions\": 10\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6zHHko\",\n      \"title\": \"fix: plugin-mysql support, initPromise and other minor fixes\",\n      \"author\": \"odilitime\",\n      \"number\": 6143,\n      \"body\": \"<!-- CURSOR_SUMMARY -->\\n> [!NOTE]\\n> Adds conditional MySQL vs SQL plugin selection (with URL validation and MySQL no-op migrations), introduces runtime initPromise, updates mocks, and adds comprehensive tests.\\n> \\n> - **Server**:\\n>   - **Database plugin selection**: Dynamically load `@elizaos/plugin-mysql` when `MYSQL_URL` is set; otherwise use `@elizaos/plugin-sql`.\\n>   - **Utilities**: Add `validateAndLogMySQLUrl` and `MySQLNoOpMigrationService` for MySQL.\\n>   - **RLS**: Enable only for PostgreSQL; skip/cleanup when using MySQL.\\n>   - **DB ops**: Parameterized default server creation with dialect-specific upsert (`ON DUPLICATE KEY UPDATE` vs `ON CONFLICT`).\\n>   - **Logging**: Trim verbose route-matching logs; minor try/catch cleanup.\\n> - **CLI (Scenario)**:\\n>   - Plugin selection prefers MySQL when `MYSQL_URL` or explicit plugin present; otherwise SQL.\\n>   - Avoid loading both `plugin-sql` and `plugin-mysql`; only set `PGLITE_DATA_DIR` for SQL.\\n> - **Core**:\\n>   - Add `initPromise: Promise<void>` to `IAgentRuntime`.\\n> - **Test Utils**:\\n>   - Mock runtime gains pending `initPromise` with `resolveInit`/`rejectInit`; mocks migrated to `bun:test`.\\n> - **Tests**:\\n>   - New tests for scenario plugin selection, server MySQL compatibility/behavior, and runtime/mock `initPromise` semantics.\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 96c2b1df774f0e6c889e7ac22a33d9e03599c317. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * Added support for flexible database provider selection, allowing configuration with either MySQL or PostgreSQL through environment variables.\\n\\n* **Improvements**\\n  * Updated security features to conditionally enable based on your database provider.\\n  * Enhanced Content Security Policy configuration and database initialization flow.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-11-13T01:58:45Z\",\n      \"mergedAt\": null,\n      \"additions\": 2015,\n      \"deletions\": 369\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs6xr7AQ\",\n      \"title\": \"fix: entity names array serialization for PostgreSQL\",\n      \"author\": \"0xbbjoker\",\n      \"number\": 6133,\n      \"body\": \"Fix entity creation failures by normalizing the names field to ensure it's\\r\\nalways a proper array before database operations. Handles Set objects by\\r\\nconverting them with Array.from().\\r\\n\\r\\n- Add normalization in createEntities() and updateEntity()\\r\\n- Add test suite with 9 comprehensive tests\\r\\n- All 491 plugin-sql tests pass\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> Normalizes `Entity.names` to a proper string array in create/update operations and adds extensive integration tests covering diverse input types.\\n> \\n> - **Backend (plugin-sql)**:\\n>   - Add `private normalizeEntityNames()` in `src/base.ts` to coerce `Entity.names` into a string array (handles strings, arrays, Sets, Maps/iterables, non-iterables, null/undefined; stringifies elements).\\n>   - Apply normalization and default `metadata: {}` in `createEntities()` and `updateEntity()`.\\n>   - Enhance error logging in `createEntities()` with stack trace on failure.\\n> - **Tests**:\\n>   - Add `__tests__/integration/entity-array-fix.test.ts` covering creation/update with single/multiple/empty names, Sets, batch insert, special/unicode chars.\\n>   - Expand `__tests__/integration/entity-methods.test.ts` with normalization scenarios: string (no char-splitting), Set, Map, custom iterables, numbers/booleans/objects/null/undefined, mixed-type arrays/Sets, and update paths.\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 749e83062f833482b41c2b5c2399bdc968b03a70. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-11-05T15:47:36Z\",\n      \"mergedAt\": \"2025-11-05T17:06:38Z\",\n      \"additions\": 819,\n      \"deletions\": 2\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 2566,\n    \"deletions\": 599,\n    \"files\": 40,\n    \"commitCount\": 143\n  },\n  \"completedItems\": [\n    {\n      \"title\": \"docs: fix old links to actual\",\n      \"prNumber\": 6050,\n      \"type\": \"bugfix\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review and merge. -->\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow\\r\\n\\r\\n## What does thi\",\n      \"files\": [\n        \"packages/cli/README.md\"\n      ]\n    },\n    {\n      \"title\": \"fix: agent settings persistence across restarts\",\n      \"prNumber\": 6106,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\nFixes agent settings not persisting across restarts, causing runtime-generated configuration to be lost.\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low risk**\\r\\n\\r\\n- Changes core runtime initialization logic for agent settings merge\\r\\n- All existing test\",\n      \"files\": [\n        \"packages/core/src/__tests__/ensure-agent-exists.test.ts\",\n        \"packages/core/src/runtime.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: add ElizaOS reference to runtime\",\n      \"prNumber\": 6111,\n      \"type\": \"feature\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\nRelates to #6095 - Unified messaging API\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low risk**\\r\\n\\r\\nThis change is non-breaking and \",\n      \"files\": [\n        \"packages/core/src/__tests__/elizaos.test.ts\",\n        \"packages/core/src/elizaos.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/core/src/types/elizaos.ts\",\n        \"packages/core/src/types/index.ts\",\n        \"packages/core/src/types/runtime.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/postgres-init.test.ts\",\n        \"packages/plugin-sql/src/__tests__/unit/index.test.ts\",\n        \"packages/project-starter/src/__tests__/utils/core-test-utils.ts\",\n        \"packages/project-tee-starter/src/__tests__/utils/core-test-utils.ts\",\n        \"packages/server/src/__tests__/integration/jobs-message-flow.test.ts\",\n        \"packages/core/src/__tests__/runtime-embedding.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(plugin-sql): correct types path in package.json exports\",\n      \"prNumber\": 6134,\n      \"type\": \"bugfix\",\n      \"body\": \"- Fix incorrect types path from ./types/index.d.ts to ./dist/index.d.ts\\r\\n- Remove non-existent 'types' directory from files array\\r\\n- Resolves TypeScript import errors when using @elizaos/plugin-sql\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> \",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: entity names array serialization for PostgreSQL\",\n      \"prNumber\": 6133,\n      \"type\": \"bugfix\",\n      \"body\": \"Fix entity creation failures by normalizing the names field to ensure it's\\r\\nalways a proper array before database operations. Handles Set objects by\\r\\nconverting them with Array.from().\\r\\n\\r\\n- Add normalization in createEntities() and updateEn\",\n      \"files\": [\n        \"packages/plugin-sql/src/__tests__/integration/entity-array-fix.test.ts\",\n        \"packages/plugin-sql/src/__tests__/integration/entity-methods.test.ts\",\n        \"packages/plugin-sql/src/base.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(core): add skipMigrations option to runtime.initialize() for ser\u2026\",\n      \"prNumber\": 6132,\n      \"type\": \"feature\",\n      \"body\": \"- Add optional skipMigrations parameter to initialize() method in IAgentRuntime interface\\r\\n- Implement skipMigrations logic in AgentRuntime.initialize() to conditionally skip plugin migrations\\r\\n- Default behavior unchanged - migrations run \",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/core/src/__tests__/runtime.test.ts\",\n        \"packages/core/src/runtime.ts\",\n        \"packages/core/src/types/runtime.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: load environment variables from process.env instead of .env file\",\n      \"prNumber\": 6141,\n      \"type\": \"bugfix\",\n      \"body\": \"## Relates to\\r\\n\\r\\nFixes the issue where `runtime.getSetting(\\\"ANY_VARIABLES\\\")` returns `undefined` when environment variables are exported on the host (`export VAR=value`) instead of being defined in a `.env` file, causing agents to use incor\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/cli/src/commands/start/index.ts\",\n        \"packages/core/src/__tests__/secrets.test.ts\",\n        \"packages/core/src/__tests__/settings.test.ts\",\n        \"packages/core/src/__tests__/utils/environment.test.ts\",\n        \"packages/core/src/secrets.ts\",\n        \"packages/core/src/utils/environment.ts\",\n        \"packages/server/src/index.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: RLS (Row-Level Security) server_id validation checks blocking all users when RLS isolation is disabled.\",\n      \"prNumber\": 6139,\n      \"type\": \"bugfix\",\n      \"body\": \"# Relates to\\r\\n\\r\\nFix for RLS (Row-Level Security) server_id validation checks blocking all users when RLS isolation is disabled.\\r\\n\\r\\nMaybe: https://github.com/elizaOS/eliza/issues/6138\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low**. Changes only affect RLS security c\",\n      \"files\": [\n        \"packages/server/src/__tests__/rls-server.test.ts\",\n        \"packages/server/src/api/messaging/channels.ts\",\n        \"packages/server/src/api/messaging/core.ts\",\n        \"packages/server/src/utils/rls-validation.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(build): resolve TypeScript declaration generation errors\",\n      \"prNumber\": 6146,\n      \"type\": \"bugfix\",\n      \"body\": \"- Add missing hasElizaOS() method to test-utils mock runtime\\r\\n  * Implements required type predicate from IAgentRuntime interface\\r\\n  * Returns false by default for test scenarios\\r\\n\\r\\n- Fix plugin-sql TypeScript declaration generation\\r\\n  * Ov\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/plugin-sql/build.ts\",\n        \"packages/plugin-sql/tsconfig.build.json\",\n        \"packages/plugin-sql/tsconfig.build.node.json\",\n        \"packages/test-utils/src/mocks/runtime.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix: migrate from LangChain v0.3 to @langchain/textsplitters v1.0\",\n      \"prNumber\": 6152,\n      \"type\": \"bugfix\",\n      \"body\": \"- Replace langchain dependency with @langchain/textsplitters in @elizaos/core\\r\\n- Update import from 'langchain/text_splitter' to '@langchain/textsplitters'\\r\\n- Remove outdated langchain resolutions from plugin starter packages\\r\\n- Add compreh\",\n      \"files\": [\n        \"bun.lock\",\n        \"packages/core/package.json\",\n        \"packages/core/src/__tests__/utils.test.ts\",\n        \"packages/core/src/utils.ts\",\n        \"packages/plugin-quick-starter/package.json\",\n        \"packages/plugin-starter/package.json\"\n      ]\n    }\n  ],\n  \"topContributors\": [\n    {\n      \"username\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 344.58204617878323,\n      \"prScore\": 343.64204617878323,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.94,\n      \"summary\": \"odilitime: This month, odilitime made significant contributions to documentation and bug fixes, while also initiating new feature work. They landed a major documentation update in elizaos/spartan#21, which added over 5,000 lines, and also merged a fix for tasks in elizaos-plugins/plugin-birdeye#7. In addition to this merged work, they have several features in progress for the elizaos/eliza repository, including a new framework for adjusting prompts (#6113). Their activity shows a primary focus on general development and bug fixes, with contributions spread across code, tests, and documentation.\"\n    },\n    {\n      \"username\": \"0xbbjoker\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n      \"totalScore\": 286.83836013607515,\n      \"prScore\": 276.4383601360751,\n      \"issueScore\": 0,\n      \"reviewScore\": 10,\n      \"commentScore\": 0.4,\n      \"summary\": \"0xbbjoker: This month, 0xbbjoker focused on extending plugin capabilities by implementing a key feature in `elizaos-plugins/plugin-openrouter` via PR #17. This significant contribution added support for `TEXT_EMBEDDING` models, involving changes across code, tests, and configuration files. In addition to this feature work, they also contributed one pull request review.\"\n    },\n    {\n      \"username\": \"Freytes\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/4147278?u=89aa9570e6f8b4a8e9e41e8f908c16fb69c5a43f&v=4\",\n      \"totalScore\": 232.1658694828805,\n      \"prScore\": 232.1658694828805,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Freytes: Focused on adding substantial new features to the `elizaos/spartan` repository, merging four significant pull requests. Their most impactful contributions included introducing a new Chrome extension in PR #17 (+42042 lines) and a Farcaster miniapp in PR #19 (+13210 lines). Freytes also improved the developer experience by adding Docker support for an easier development setup in PR #20. In total, their work added over 67k lines of new code and tests to build out major new components for the project.\"\n    },\n    {\n      \"username\": \"standujar\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n      \"totalScore\": 223.957158133888,\n      \"prScore\": 181.37715813388797,\n      \"issueScore\": 0,\n      \"reviewScore\": 41.5,\n      \"commentScore\": 1.08,\n      \"summary\": \"standujar: Focused on developing several key features this month, with a significant amount of work in progress across multiple repositories. They opened pull requests to implement entity-level row-level security (elizaos/eliza#6107) and integrate a unified messaging API for the Discord plugin (elizaos-plugins/plugin-discord#24). This work, while not yet merged, involved substantial changes across 187 files (+4640/-1654 lines) and 25 commits. Based on their code changes, their effort was primarily centered on new feature development and refactoring.\"\n    },\n    {\n      \"username\": \"wtfsayo\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/82053242?u=98209a1f10456f42d4d2fa71db4d5bf4a672cbc3&v=4\",\n      \"totalScore\": 66.99339001321847,\n      \"prScore\": 66.99339001321847,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"wtfsayo: This month, wtfsayo focused on maintenance within the `elizaos-plugins/plugin-mcp` repository. They merged a single pull request (#18) to update action names and dependencies, which involved a significant refactor that removed nearly 400 lines of code. Their commits were distributed across feature work, bug fixes, and tests, primarily modifying code, documentation, and configuration files.\"\n    },\n    {\n      \"username\": \"borisudovicic\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n      \"totalScore\": 42.2,\n      \"prScore\": 0,\n      \"issueScore\": 42,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"borisudovicic: Focused on planning and defining future work for the elizaos/eliza repository this month. They initiated discussions on several potential features by creating issues for \\\"Points / Leaderboard\\\" (#6110), \\\"Background tasks\\\" (#6109), and \\\"Parallel actions\\\" (#6108).\"\n    },\n    {\n      \"username\": \"rferrari\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/495887?u=5a56d90f584ffc1827bb301541076597dca9cb3e&v=4\",\n      \"totalScore\": 36.77887055267063,\n      \"prScore\": 34.57887055267063,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"rferrari: This month, rferrari focused on initiating improvements to plugin functionality and developer tooling. They proposed enhancements to the Farcaster plugin's configuration and API handling in an open pull request (elizaos-plugins/plugin-farcaster#13). Additionally, rferrari opened an issue to improve debugging support in the core application (elizaos/eliza#6154).\"\n    },\n    {\n      \"username\": \"ai16x402\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/241517257?u=db5e37fbc5cfc2fc78bd2de767f7235704dc2b0f&v=4\",\n      \"totalScore\": 25.22068353919891,\n      \"prScore\": 24.78268353919891,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.43799999999999994,\n      \"summary\": \"ai16x402: This month, ai16x402 focused on expanding the plugin ecosystem by opening three pull requests to add new plugins to the `elizaos-plugins/registry` (#237, #238, #239). This work, which is still in progress, involved 7 commits and modifications to configuration files (+80/-18 lines). They also participated in discussions with 3 comments on pull requests.\"\n    },\n    {\n      \"username\": \"madjin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/32600939?u=cdcf89f44c7a50906c7a80d889efa85023af2049&v=4\",\n      \"totalScore\": 23.146346309695485,\n      \"prScore\": 23.146346309695485,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"madjin: This month, madjin focused on expanding the project's pipeline configuration. They merged a pull request in elizaos/elizaos.github.io (#169) that added 12 new active repositories to the system. This work consisted entirely of modifications to configuration files.\"\n    },\n    {\n      \"username\": \"Neysixx\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/115616810?u=94c403172b4ffda30d6fc765f5997631fb7d1ef1&v=4\",\n      \"totalScore\": 22.861633597686627,\n      \"prScore\": 22.861633597686627,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Neysixx: Focused on extending command-line functionality in the elizaos/eliza repository this month. They opened a pull request to add a new embedding option (elizaos/eliza#6142), which involved modifying 6 files with significant changes (+620/-545 lines). This work, which included new tests, was an even mix of feature development, bug fixing, and refactoring.\"\n    },\n    {\n      \"username\": \"ChristopherTrimboli\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/27584221?u=0d816ce1dcdea8f925aba18bb710153d4a87a719&v=4\",\n      \"totalScore\": 16,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 16,\n      \"commentScore\": 0,\n      \"summary\": \"ChristopherTrimboli: Focused on supporting the team through code review this month, performing 3 reviews which included 2 approvals and 1 request for changes. He also made progress on a local refactoring effort, committing changes across 17 files.\"\n    },\n    {\n      \"username\": \"tungpun\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/5058370?u=59cb956de322867be56c0abee49ab3f28f819e2f&v=4\",\n      \"totalScore\": 13.943573590279971,\n      \"prScore\": 13.943573590279971,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"tungpun: This month, tungpun focused on improving stability in the `elizaos/eliza` repository by addressing a potential race condition. They opened a pull request (#6137) to remove a message emit in the source API, a change that modified 24 files (+272/-57 lines). This work indicates a focus on bug prevention and code maintenance.\"\n    },\n    {\n      \"username\": \"nguyennk92\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/30664183?u=d6e579cd25d50bc8e9ec4928d95909d759b841db&v=4\",\n      \"totalScore\": 12.545835825288448,\n      \"prScore\": 12.145835825288449,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.4,\n      \"summary\": \"nguyennk92: This month's work was focused on adding an authentication token to the Socket.io server, proposed in the open pull request elizaos/eliza#6144. The contribution consisted of 3 commits modifying 5 files. The changes touched application code, configuration, and tests, indicating a primary focus on feature work and its associated testing.\"\n    },\n    {\n      \"username\": \"otaku-x402\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/242004857?u=1325b26d380eec4a0b8d84e8e249c523eebd28dc&v=4\",\n      \"totalScore\": 11.897573590279972,\n      \"prScore\": 11.897573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"otaku-x402: No activity this month.\"\n    },\n    {\n      \"username\": \"skurzyp\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/98319381?v=4\",\n      \"totalScore\": 7,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 5,\n      \"commentScore\": 0,\n      \"summary\": \"skurzyp: This month, skurzyp's activity was focused on identifying future technical debt by opening an issue in `elizaos/eliza` (#6145) to track the necessary migration from a deprecated version of Langchain.\"\n    },\n    {\n      \"username\": \"github-advanced-security\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/57789?v=4\",\n      \"totalScore\": 4.5,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": \"github-advanced-security: No activity this month.\"\n    },\n    {\n      \"username\": \"devbrett90-prog\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/241853504?v=4\",\n      \"totalScore\": 4.5,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"humuhimi\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/35215680?u=029a1ed6ea6a26ebf1cfd081cba6af2e6d32ef6d&v=4\",\n      \"totalScore\": 4.3,\n      \"prScore\": 0,\n      \"issueScore\": 4.1,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"humuhimi: Contributed to repository stability by identifying and reporting a significant bug in `elizaos/eliza` (#6138), where disabling the Web UI was incorrectly blocking all endpoints.\"\n    },\n    {\n      \"username\": \"samarth30\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/48334430?u=1fc119a6c2deb8cf60448b4c8961cb21dc69baeb&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"samarth30: This month, samarth30's contribution was focused on planning for new billing functionality in the Eliza Cloud product. They initiated this effort by creating an issue to track the integration of Stripe for settings and billing (elizaos/eliza#6118).\"\n    },\n    {\n      \"username\": \"LinuxIsCool\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31582215?u=b8eb5d3849bf877a3a0b686cf1632aca92e744ae&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"LinuxIsCool: This month, LinuxIsCool's contributions were focused on project maintenance within the elizaos/eliza repository. They identified and opened two issues regarding project health: #6122 about missing documentation and #6121 concerning an outdated changelog.\"\n    },\n    {\n      \"username\": \"tdnupe3\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"tdnupe3: This month, tdnupe3 contributed to the elizaos/eliza repository by opening an issue (#6148) to propose a new plugin submission for \\\"Coin Railz x402 Micropayment Services\\\".\"\n    },\n    {\n      \"username\": \"nikatuz8-cell\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/243873833?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"nikatuz8-cell: Contributed to the elizaos/eliza repository by opening and closing an issue related to migration (#6149).\"\n    },\n    {\n      \"username\": \"linear\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/20150?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"linear: This month's activity consisted of creating an issue to define entity-level row-level security in elizaos/eliza (#6112).\"\n    },\n    {\n      \"username\": \"christophwallacher-web\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/233379771?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"christophwallacher-web: This month, christophwallacher-web's activity consisted of identifying and reporting a potential bug in the `elizaos/eliza` repository by opening issue #6140.\"\n    },\n    {\n      \"username\": \"870171594\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/216127669?u=d4669261a63be8c0bcb69c4e497ed51ecc07776e&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"letmehateu\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/133153661?u=2217cec1ebd7bf22a8e4e3ace28b3183720dd444&v=4\",\n      \"totalScore\": 0.2,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": null\n    }\n  ],\n  \"newPRs\": 18,\n  \"mergedPRs\": 10,\n  \"newIssues\": 33,\n  \"closedIssues\": 19,\n  \"activeContributors\": 23\n}\n---\n[\"nikatuz8-cell_day_2025-11-13\", \"nikatuz8-cell\", \"day\", \"2025-11-13\", \"nikatuz8-cell: Created one issue, \\\"Migration\\\" (elizaos/eliza#6149), which was subsequently closed.\", \"2025-11-16T23:14:42.879Z\"]\n[\"odilitime_day_2025-11-14\", \"odilitime\", \"day\", \"2025-11-14\", \"odilitime: No activity today.\", \"2025-11-16T23:14:43.055Z\"]\n[\"rferrari_day_2025-11-14\", \"rferrari\", \"day\", \"2025-11-14\", \"rferrari: Today, rferrari initiated a new issue to improve debugging support in elizaos/eliza (#6154), specifically focusing on Bun Inspector and breakpoints.\", \"2025-11-16T23:14:43.058Z\"]\n[\"nguyennk92_day_2025-11-13\", \"nguyennk92\", \"day\", \"2025-11-13\", \"nguyennk92: Focused on feature development, opening PR elizaos/eliza#6144 \\\"feat: Socketio server add auth token\\\" which involved modifying 5 files with 3 commits, primarily contributing to other work and tests.\", \"2025-11-16T23:14:43.069Z\"]\n[\"skurzyp_day_2025-11-13\", \"skurzyp\", \"day\", \"2025-11-13\", \"skurzyp: Focused on identifying and addressing technical debt, specifically by creating an issue in elizaos/eliza (#6145) to track the deprecation and migration from Langchain v0.3 to langchain-classic.\", \"2025-11-16T23:14:43.127Z\"]\n[\"0xbbjoker_day_2025-11-14\", \"0xbbjoker\", \"day\", \"2025-11-14\", \"0xbbjoker: Focused on a significant migration effort, opening PR elizaos/eliza#6152 to update LangChain dependencies, which involved modifying 6 files with a net addition of 38 lines, primarily addressing bugfix work across configuration and code files.\", \"2025-11-16T23:14:43.181Z\"]\n[\"odilitime_day_2025-11-13\", \"odilitime\", \"day\", \"2025-11-13\", \"odilitime: Focused on significant development work, opening PR elizaos/eliza#6143 to add plugin-mysql support and other fixes, which involved modifying 90 files with a substantial change of +13955/-2784 lines across 41 commits, primarily in code and tests.\", \"2025-11-16T23:14:43.205Z\"]\n[\"0xbbjoker_day_2025-11-13\", \"0xbbjoker\", \"day\", \"2025-11-13\", \"0xbbjoker: Primarily focused on bug fixes, resolving TypeScript declaration generation errors in elizaos/eliza via PR #6146, while also initiating feature work to add an `ownerId` field to Agent in the `plugin-sql` repository. Their contributions involved modifying 17 files with a primary focus on bugfix work (80%) and feature work (20%), touching code, tests, and configuration files.\", \"2025-11-16T23:14:43.287Z\"]\n[\"samarth30_day_2025-11-14\", \"samarth30\", \"day\", \"2025-11-14\", \"samarth30: Focused on project planning and UI/UX definition, creating two issues including \\\"Settings and Billing / Stripe Integration - Eliza Cloud\\\" (elizaos/eliza#6118) which was subsequently closed, and \\\"Figma UI implementation on cloud\\\" (elizaos/eliza#6153).\", \"2025-11-16T23:14:43.292Z\"]\n[\"borisudovicic_day_2025-11-14\", \"borisudovicic\", \"day\", \"2025-11-14\", \"borisudovicic: Primarily focused on project planning and task definition, creating 14 issues, 11 of which were immediately closed, covering a wide range of topics from \\\"Voice Infrastructure\\\" (elizaos/eliza#6130) to \\\"Authentication & Login System\\\" (elizaos/eliza#6126), and also opened new issues related to cryptocurrency integration and prompt improvements.\", \"2025-11-16T23:14:43.479Z\"]\n[\"wtfsayo_day_2025-11-16\", \"wtfsayo\", \"day\", \"2025-11-16\", \"wtfsayo: Focused on bugfix work, making a single commit that modified 1 file with a net change of 0 lines.\", \"2025-11-16T23:14:48.484Z\"]\n[\"standujar_day_2025-11-13\", \"standujar\", \"day\", \"2025-11-13\", \"standujar: Focused on code quality and collaboration today, providing 3 reviews, including 1 approval and 2 change requests, along with 1 PR comment, indicating active participation in ensuring robust code standards.\", \"2025-11-16T23:14:43.673Z\"]\n[\"tdnupe3_day_2025-11-13\", \"tdnupe3\", \"day\", \"2025-11-13\", \"tdnupe3: Initiated a new plugin submission by creating issue elizaos/eliza#6148, focusing on expanding micropayment services.\", \"2025-11-16T23:14:43.768Z\"]"
  ]
}