{ "date_generated_for": "2026-02-24", "ai_news_elizaos_discord_md_2026-02-23": { "filename": "2026-02-23.md", "content": "# elizaOS Discord - 2026-02-23\n\n## Overall Discussion Highlights\n\n### Major Organizational Restructuring and Revenue Focus\n\nThe most significant development was a major strategic pivot announced in the core-devs channel. Due to financial constraints, the organization is restructuring to focus on immediate revenue generation through a venture model with small, focused teams working on fixed budgets rather than traditional daily standups.\n\n**Revenue-Generating Projects Launching:**\n\n- **Agent Arena Duel Betting in Hyperscape** - Launching next week with 2% + 1% fee structure\n- **OTC Agent at tradingdesk.fun** - 1% fee model, maintained by 's'\n- **Milady** - Free/open source project designed to drive users to Eliza Cloud (primary revenue source)\n- **Babylon** - Crypto trading platform with 1% fees, ramping from 1% to 100% user rollout\n- **Eliza App** - Shares backend with hosted Milady, needs onboarding completion to begin charging\n- **Amelia's subscription-focused project**\n\nThe company has received acquisition offers but leadership prefers achieving profitability first for better valuation. The strategy emphasizes shipping working products immediately, avoiding distractions, and making quick kill decisions for underperforming projects.\n\n### Technical Development Updates\n\n**Backend Architecture:** Shadow from Eliza Wakes Up is collaborating on backend work for both Eliza app and Milady, offering two agent options: \"workflow\" and \"full sandbox\" modes.\n\n**Roadmap Priorities:** After Milady ships, focus shifts to Babylon/Hyperscape integration, followed by Jeju (a network for agents).\n\n### Technical Optimization Discussions\n\nIn the core-devs channel, there was discussion around MCP loading and METATOOL search actions optimization. Odilitime identified that token usage issues primarily stem from recent messages and reflections collecting excessive data rather than from actions themselves. The metatool pattern was considered for providers, though concerns about implementation delays were raised.\n\n### Community Support and Plugin Recommendations\n\nIn the discussion channel, guidance was provided on image generation plugins for agents. The plugin-bootstrap package was recommended as it includes an image generation action, providing an alternative to the older plugin-image-generation package.\n\n### Migration and Security Concerns\n\nCommunity members expressed confusion about token migration processes, with concerns about scam risks. There were warnings about avoiding DM links and fake ticket systems used by scammers.\n\n## Key Questions & Answers\n\n**Q: Is plugin-image-generation okay to use, or are there better alternatives?** \nA: plugin-bootstrap has an image generation action (answered by Odilitime)\n\n**Q: Could the metatool pattern work with providers?** \nA: Possible but the delay might not be worth it, may need to implement eventually (answered by Odilitime)\n\n### Unanswered Questions\n\n- What are the budgets per project?\n- Is v2.0.0 still important given it's not listed as a priority project?\n- Are you and Shadow taking over cloud or what exactly?\n\n## Community Help & Collaboration\n\n**Stan \u26a1 assisting Odilitime** - Offered to share optimization work around MCP loading and METATOOL search actions, suggesting moving the solution into the framework. While Odilitime identified his specific issue was with messages/reflections rather than actions, the collaboration demonstrated willingness to share technical solutions.\n\n**Odilitime assisting BinaryCookies** - Provided plugin recommendation for image generation, directing them to plugin-bootstrap which includes an image generation action.\n\n**Omid Sa assisting de_cryptkeeper** - Clarified community member status and warned about scam prevention, specifically advising not to trust DM links or open ticket links.\n\n## Action Items\n\n### Technical\n\n- **Launch Agent Arena Duel Betting in Hyperscape v1 with 2% + 1% fees next week** - Mentioned by s\n- **Ramp Babylon from 1% to 100% user rollout and build crypto trading platform version** - Mentioned by s\n- **Complete Eliza App onboarding flow and billing to start charging customers** - Mentioned by s\n- **Ship Milady to drive users to Eliza Cloud for revenue** - Mentioned by s\n- **Integrate Eliza app with Babylon and Hyperscape after Milady ships** - Mentioned by s\n- **Build Jeju network for agents** - Mentioned by s\n- **Complete backend work with Shadow for workflow and full sandbox agent options** - Mentioned by s\n- **Investigate plugin-bootstrap for image generation action implementation** - Mentioned by BinaryCookies\n\n### Feature\n\n- **Consider moving MCP loading and METATOOL search solution into framework** - Mentioned by Stan \u26a1\n\n---\n\n*Note: This summary reflects a pivotal moment in the organization's direction, with a clear shift from development-focused activities to revenue-generating product launches. The emphasis on immediate shipping, budget constraints, and profitability indicates a critical phase in the company's evolution.*" }, "ai_news_elizaos_discord_md_2026-02-22": { "filename": "2026-02-22.md", "content": "# elizaOS Discord - 2026-02-22\n\n## Overall Discussion Highlights\n\n### ElizaOS Token Holder Benefits & Ecosystem Updates\n\nA major announcement emerged regarding an upgrade for elizaOS token holders, shared by Odilitime across multiple channels with reference to a tweet from shawmakesmagic. This sparked community interest, with historical context provided that the token previously reached a market cap of almost 3B. Some confusion arose around whether the upgrade applied to $milady.ai or ElizaOS, which remained unresolved. The team confirmed they remain actively developing the project, addressing community concerns about activity levels.\n\n### Database Refactoring & Migration Strategy (v2.0.0)\n\nSignificant technical work centered on PR #6521 involving database refactoring for elizaOS v2.0.0. Stan submitted a substantial PR removing approximately 2,600 lines of code, primarily eliminating auto-migration functionality from version 1.4.x to 1.6.x. The rationale: users are assumed to have moved beyond 1.4.x, with potential future implementation to throw errors directing users to migrate to 1.6.x before upgrading to v2.0.0. Odilitime is working on a parallel \"great db refactor PR\" and confirmed Row Level Security (RLS) maintenance in his refactor. The changes were deemed minimal and easy to rebase for integration.\n\n### Plugin Development & NFT Capabilities\n\nOgie announced the publication of the SolCex Exchange plugin for elizaOS (v2.0.0), available as @buzzbd/plugin-solcex-bd on npm. This autonomous business development agent targets cryptocurrency exchange listings, integrating 8 services, implementing a 100-point token scoring system, and aggregating data from 16 intelligence sources. Registry PR #263 was submitted, with ERC-8004 implementations referenced on Base (#17483) and Ethereum (#25045) networks.\n\nRegarding NFT functionality, Odilitime acknowledged current limitations while confirming ongoing plugin-evm work that will unlock expanded NFT capabilities. Community interest in an Eliza NFT was noted, with suggestions for a potential \"elizaOK\" NFT implementation.\n\n### Performance Optimization Challenges\n\nOdilitime reported regularly encountering 200k token limits due to numerous plugins, identifying bootstrap providers and evaluations as primary contributors. Active work is underway to address these baseline performance concerns and improve efficiency.\n\n### Partnership & Collaboration Strategy\n\nThe team is expanding partnerships with external artists who share similar values and goals, moving beyond internal labs talent. This collaborative approach was described as successful and \"paying off,\" with the recovery of X (Twitter) accounts noted as beneficial for these efforts.\n\n### Infrastructure & Wallet Integration\n\nQuestions arose about the relationship between Spartan infrastructure and Milady wallet. Odilitime clarified that while Milady wallet might use similar technology/plugins as Spartan, it's not directly related to their implementation. The milady.ai token was confirmed as not yet launched when a community member couldn't locate it in Phantom wallet.\n\n### HTTP Server Implementation\n\nDiscussion occurred about HTTP server implementation wrapping runtime in V2.0.0. While Odilitime hadn't added this functionality, Stan confirmed that Milady has this implementation with numerous examples available in the 2.0.0 version.\n\n### Community Development Showcase\n\nDarmaStef demonstrated experience building various AI agents using ElizaOS, including Reservation Agent, Travel Agent, and Database analysis Agent for non-technical users, offering to collaborate on new projects. This showcased the platform's versatility for creating agents with diverse capabilities.\n\n## Key Questions & Answers\n\n**Q: Where do we buy the milady.ai token, can't find it in phantom?** \nA: The token hasn't launched yet (Odilitime will follow up for more information)\n\n**Q: Why was the auto migration from 1.4.x to 1.6.x removed in v2?** \nA: The team assumes users are no longer on version 1.4.x, and they could potentially throw an error asking users to migrate to 1.6.x first before going to v2.0.0 (Stan \u26a1)\n\n**Q: Did you add a small HTTP server that wraps runtime on V2.0.0?** \nA: No, but Milady has it and there are examples in 2.0.0 (Odilitime)\n\n**Q: What was the top market cap of this?** \nA: Almost 3B (DannyNOR NoFapArc)\n\n**Q: Is this team still active?** \nA: Yes sir (Odilitime)\n\n**Q: Is Spartan set up to route and execute Milady wallet orders?** \nA: Might be using the same tech/plugins, so it's spartan tech but not really related to our dude (Odilitime)\n\n**Q: Can price be discussed here?** \nA: Discuss in the trading channel (MDMnvest)\n\n**Q: Can you create any AI agent with any capabilities via ElizaOS?** \nA: Implied yes, as demonstrated by DarmaStef's various agent implementations\n\n## Community Help & Collaboration\n\n**Database Refactoring Coordination** \nStan \u26a1 assisted Odilitime with concerns about rebasing changes from PR #6521, confirming the changes are small and very easy to rebase, with the big deletion being migration-related code that's no longer needed. Stan also explained the migration strategy change and suggested potential error handling for direct 1.4.x to v2.0.0 upgrades.\n\n**Token Launch Clarification** \nOdilitime helped DannyNOR NoFapArc who couldn't find the milady.ai token in Phantom wallet, clarifying that the token hasn't launched yet and offering to investigate further.\n\n**Project Naming Convention** \nOdilitime corrected jin on the proper capitalization, clarifying that \"elizaOS\" is correct rather than \"ElizaOS.\"\n\n**Infrastructure Relationship Clarification** \nOdilitime helped Skinny understand the relationship between Spartan infrastructure and Milady wallet, explaining they may use the same tech/plugins but aren't directly related.\n\n**Channel Navigation** \nMDMnvest directed al.mark to the appropriate trading channel for price discussions.\n\n**Personal Support** \nLexpo4777 offered prayers and support to \u597d\u4eba\u6709\u597d\u62a5 during a family health crisis.\n\n**Agent Development Showcase** \nDarmaStef offered to help the community by demonstrating ElizaOS capabilities and offering collaboration on new AI agent projects.\n\n## Action Items\n\n### Technical\n\n- **Rebase and deconflict PR #6521 with the db refactor PR** (Mentioned by: Odilitime)\n- **Consider implementing error handling to prevent direct migration from 1.4.x to v2.0.0, directing users to 1.6.x first** (Mentioned by: Stan \u26a1)\n- **Improve bootstrap providers and evaluations to address 200k token limit issues caused by numerous plugins** (Mentioned by: Odilitime)\n- **Continue plugin-evm work to unlock more NFT functionality** (Mentioned by: Odilitime)\n- **Follow up on milady.ai token launch status and availability** (Mentioned by: Odilitime)\n- **Connect with builders working on Jeju/agent commerce for potential collaboration on SolCex plugin** (Mentioned by: Ogie)\n- **Investigate ticket opening assistance request** (Mentioned by: Matt - Timpi)\n\n### Feature\n\n- **Review and merge registry PR #263 for SolCex Exchange plugin** (Mentioned by: Ogie)\n- **Potential ElizaOK NFT implementation** (Mentioned by: Odilitime)\n\n### Documentation\n\n- **Clarify relationship between Spartan infrastructure and Milady wallet integration** (Mentioned by: Skinny)\n- **Verify and clarify which token receives the upgrade mentioned in shawmakesmagic tweet** (Mentioned by: g)" }, "ai_news_elizaos_discord_md_2026-02-21": { "filename": "2026-02-21.md", "content": "# elizaOS Discord - 2026-02-21\n\n## Overall Discussion Highlights\n\n### Project Vision & Positioning\n\nThe community engaged in significant discussion about ElizaOS's mission and value proposition. **Odilitime** provided comprehensive clarification on the project's direction, emphasizing that ElizaOS aims to democratize AI agent capabilities for everyday users rather than focusing on short-term profits. The project powers many crypto agents with battle-tested open source code and has evolved from a Solana-only platform to a multi-chain infrastructure.\n\nA major clarification addressed the migration from ai16z to elizaOS, which occurred at a 1:6 ratio (with 1:4 allocated for funding). Odilitime confirmed that ai16z is effectively deprecated, with liquidity now split across multiple chains under the elizaOS umbrella.\n\n### Technical Development & Architecture\n\n**King Nebuluz** shared progress on building unbreakable agents using Erlang (github.com/nebuluzno/scr), offering the code for potential ElizaOS integration. Odilitime reviewed the implementation positively, noting it surpassed previous Erlang projects examined by the team.\n\n**BinaryCookies** initiated important technical discussions about version stability and database configuration. The community confirmed that v2.0.0 branch is now the recommended version despite having less documentation, as it represents the project's future direction.\n\nDatabase architecture was clarified: the plugin-sql supports both pglite and Neon Postgres, using environment variables to determine which database to use, though automatic data migration between them is not currently supported.\n\n### Future Development Directions\n\n**digitalalchemy** predicted an interesting evolution where clawd bot will prove trustless while Eliza becomes \"Trusted Agentic Intelligence (TAI)\" within months. The community discussed the challenges of building proactive viral agents while maintaining security through sandboxing.\n\n### Spartan Wallet & DegenAI\n\nThe Spartan agentic wallet was explained as having trading capabilities, with DegenAI holders receiving access to the open-source trader\u2014described as a combination of trading bot functionality with LLM intelligence. Odilitime shared personal conviction in the DegenAI project, noting he sold his entire elizaOS bags and bought back, but never sold his degen bags.\n\n### Market Commentary & Gaming Opportunities\n\n**DorianD** drew parallels between current crypto market cycles and historical tech industry periods, comparing the mid-2020s crypto market to the 2014-2016 crypto period and the 2001-2003 tech downturn. DorianD also highlighted opportunities in censorship-resistant gaming.\n\n### Community Activity\n\n**KingRon** announced completing their first agent build and inquired about deploying dApps to Solana seeker. **Bill Ding** clarified that a separate developer Discord exists for technical discussions, explaining the relatively low activity in the public coders channel.\n\n### Technical Issues\n\n**DorianD** reported an unusual bug where their openclaw agent unexpectedly started responding in Korean, indicating potential localization or configuration issues requiring investigation.\n\n## Key Questions & Answers\n\n**Q: Which version of ElizaOS is most stable currently?** \nA: v2.0.0 branch is recommended, though it has less documentation but represents the project's direction (answered by Odilitime)\n\n**Q: How can I use both pglite and Neon cloud database together?** \nA: plugin-sql supports both and uses the postgres credentials env var to decide which to use, but won't migrate data automatically (answered by Odilitime)\n\n**Q: Why should I invest in elizaOS?** \nA: If you want short-term money, probably shouldn't. If you want to support open source builders ensuring everyday people have same capabilities as big companies, this is the place. Code powers many crypto agents with battle-tested open source (answered by Odilitime)\n\n**Q: What is Spartan?** \nA: Spartan is the agentic wallet with trading capabilities. DegenAI holders have access to the trader which is open source - a potluck of trading bot combined with LLM intelligence (answered by Odilitime)\n\n**Q: Is ai16z still tradeable or only eliza?** \nA: ai16z is a dead coin for all intents and purposes. Migrated to elizaOS with 1:6 ratio, using 1:4 for funding and splitting liquidity across multiple chains (answered by Odilitime)\n\n**Q: Do you expect DegenAI to do better than ElizaOS token?** \nA: Hired into team degen and felt better to bet on myself/my team. Sold entire elizaOS bags and bought back, but never sold degen bags (answered by Odilitime)\n\n**Q: Can we deploy dApps to Solana seeker?** \nA: Unanswered (asked by KingRon)\n\n## Community Help & Collaboration\n\n**Odilitime helped BinaryCookies** with version selection guidance, recommending the v2.0.0 branch as the future direction despite less documentation, helping a new builder get started on the right path.\n\n**Odilitime helped BinaryCookies** configure database options, explaining that plugin-sql supports both pglite and Neon Postgres via environment variables, though data won't auto-migrate between them.\n\n**Odilitime helped PKScouser** understand the ElizaOS value proposition by providing comprehensive explanation of the project mission, Spartan wallet functionality, migration from ai16z, and positioning as open source infrastructure rather than a short-term investment vehicle.\n\n**Skinny advised PKScouser** against sourcing investment thesis from Discord, recommending building an agent to gain deeper insights into the platform's capabilities.\n\n**Odilitime reviewed King Nebuluz's** Erlang-based unbreakable agents code, providing positive feedback and noting it was better than previous Erlang projects examined.\n\n**Bill Ding helped NintyNine** understand the low channel activity by informing them that there's a separate dev Discord for technical discussions.\n\n## Action Items\n\n### Technical\n\n- **Review and potentially integrate github.com/nebuluzno/scr unbreakable agents code into ElizaOS** - Mentioned by King Nebuluz\n- **Investigate openclaw agent unexpectedly writing in Korean** - Mentioned by DorianD\n- **Complete Polymarket agent development** - Mentioned by King Nebuluz\n- **Investigate dApp deployment capabilities to Solana seeker** - Mentioned by KingRon\n\n### Documentation\n\n- **Improve documentation for v2.0.0 branch as it becomes the recommended version** - Mentioned by Odilitime\n\n### Feature\n\n- **Develop clawd bot as trustless system while Eliza becomes Trusted Agentic Intelligence (TAI)** - Mentioned by digitalalchemy\n- **Explore censorship-resistant gaming opportunities** - Mentioned by DorianD" }, "ai_news_elizaos_daily_json_2026-02-23": { "filename": "2026-02-23.json", "content": { "type": "elizaosDailySummary", "title": "Daily Report - 2026-02-23", "categories": { "title": "Eliza Labs Restructuring and Revenue Focus", "content": [ { "text": "Eliza Labs announced a significant organizational restructuring on February 23, 2026, driven by financial constraints and the need to achieve revenue quickly. The team has been reduced to create a leaner operation where each person takes on more responsibility. Leadership acknowledged pushing off this decision as long as possible but cited bear market realities and the need to focus on immediate revenue generation. The company has received multiple acquisition offers but prefers to remain independent and reach profitability. The restructuring shifts Eliza Labs toward a venture model with small teams working on focused projects with fixed budgets, emphasizing validation and early termination of non-performing initiatives. Leadership expressed that the traditional daily standup model was not effective and plans to move toward highly motivated maintainers coordinating independently.", "sources": "https://discord.com/channels/1253563208833433701/1377726087789940836" }, { "text": "Several revenue-generating products are being launched or ramped up. Agent Arena Duel Betting in Hyperscape will launch with 2% fees plus 1% on winnings. An OTC Agent at tradingdesk.fun operates with 1% fees but is not expected to be profitable. Milady, a free and open-source project, is designed to drive users to Eliza Cloud as the main revenue driver. Babylon has launched to the first 1% of users and will scale to 100%, with plans for a crypto trading platform version charging 1% fees. Eliza App will offer the same backend as hosted Milady and can begin charging once onboarding is complete. The team is also supporting Amelia's subscription-focused project. All development efforts are now evaluated based on potential revenue generation.", "sources": "https://discord.com/channels/1253563208833433701/1377726087789940836", "posters": "https://cdn.elizaos.news/posters/1771895181341-001czp.jpg" }, { "text": "Technical discussions in the core development channel focused on optimizing token usage and context management for agents. Developers discussed work on loading MCPs with METATOOL search actions and the possibility of moving this solution into the framework. One developer noted that recent messages and reflections were consuming too much data, though the metatool pattern could reduce tokens used for actions. The main challenge identified was providing agents with the right amount of context about various behaviors at varying levels of detail. There was consideration of applying the metatool pattern to providers, though concerns were raised about potential delays.", "sources": "https://discord.com/channels/1253563208833433701/1377726087789940836", "posters": "https://cdn.elizaos.news/posters/1771895234885-t22rxk.png" }, { "text": "Community members expressed confusion and concern about the token migration from ai16z to the new token. Multiple users reported missing the migration deadline and expressed frustration about the process, with some considering selling their holdings due to confusion about multiple projects with similar names and concerns about security when asked to provide wallet addresses. Users reported losing significant value during the migration process and expressed distrust about verification processes. Community helpers clarified that any direct messages or links to open tickets were scams and that the migration had started on November 6 after a snapshot. Several developers in the community offered their services for web development, AI agent creation, and image generation projects.", "sources": "https://discord.com/channels/1253563208833433701/1253563209462448241", "images": "https://cdn.elizaos.news/elizaos-media/embed-image-1475356700969140244_399b0b01.jpg" }, { "text": "A developer expressed interest in contributing to new projects or collaborating on ideas, offering their experience from previous development work. Another community member inquired about image generation plugins, specifically asking about the year-old plugin-image-generation and whether better alternatives existed. A response suggested that plugin-bootstrap includes an image generation action.", "sources": [ "https://discord.com/channels/1253563208833433701/1300025221834739744", "https://discord.com/channels/1253563208833433701/1253563209462448241" ], "posters": "https://cdn.elizaos.news/posters/1771895294383-7j3ksc.png" } ], "topic": "discordrawdata" }, "date": 1771804800 } }, "ai_news_elizaos_daily_md_2026-02-23": { "filename": "2026-02-23.md", "content": "## Eliza Labs Restructuring and Revenue Focus\n\n### Organizational Restructuring\n\n- Eliza Labs completed a significant organizational restructuring on February 23, 2026\n- Team size reduced to create a leaner operation with increased individual responsibility\n- Restructuring driven by financial constraints and need for immediate revenue generation\n- Company received multiple acquisition offers but chose to remain independent\n- Shifted to a venture model with small teams working on focused projects with fixed budgets\n- Moved away from traditional daily standup model toward independent coordination by highly motivated maintainers\n\n### Revenue-Generating Products Launched\n\n- **Agent Arena Duel Betting in Hyperscape**: Launched with 2% fees plus 1% on winnings\n- **OTC Agent at tradingdesk.fun**: Operating with 1% fees\n- **Milady**: Launched as free and open-source project to drive users to Eliza Cloud\n- **Babylon**: Launched to first 1% of users with plans to scale to 100%; crypto trading platform version planned with 1% fees\n- **Eliza App**: Offers same backend as hosted Milady with plans to begin charging after onboarding completion\n- Team supporting Amelia's subscription-focused project\n- All development efforts now evaluated based on revenue generation potential\n\n### Technical Development\n\n- Developers worked on loading MCPs with METATOOL search actions\n- Explored moving METATOOL solution into the framework\n- Implemented metatool pattern to reduce tokens used for actions\n- Addressed context management challenges for agent behaviors\n- Considered applying metatool pattern to providers\n\n### Community Activity\n\n- Community helpers clarified migration process details, confirming migration started November 6 after snapshot\n- Developers offered services for web development, AI agent creation, and image generation projects\n- Developer expressed interest in contributing to new projects and collaborations\n- Community member received guidance that plugin-bootstrap includes image generation action" }, "ai_news_elizaos_daily_discord_json_2026-02-23": { "filename": "2026-02-23.json", "content": { "server": "elizaOS", "title": "elizaOS Discord - 2026-02-23", "date": 1771804800, "stats": { "totalMessages": 48, "totalUsers": 22 }, "categories": [ { "channelId": "1300025221834739744", "channelName": "\ud83d\udcac-coders", "summary": "# Discord Channel Analysis: \ud83d\udcac-coders\n\n## 1. Summary\n\nThis chat segment contains minimal technical content. A user named ! \ud835\udcd2\ud835\udd02\ud835\udcfb\ud835\udcee\ud835\udcf7 posted a single message expressing availability and interest in contributing to projects. The message is an introduction/networking statement rather than a technical discussion. There are no technical problems discussed, no solutions provided, no code implementations shared, and no technical decisions made. The segment does not contain any substantive technical discourse, problem-solving activities, or development-related conversations that would warrant detailed analysis.\n\n## 2. FAQ\n\nNo meaningful technical questions or answers were present in this chat segment.\n\n## 3. Help Interactions\n\nNo help interactions occurred in this chat segment.\n\n## 4. Action Items\n\nNo action items were identified in this chat segment.", "messageCount": 1, "userCount": 1 }, { "channelId": "1377726087789940836", "channelName": "core-devs", "summary": "# Discord Chat Analysis - core-devs Channel\n\n## 1. Summary\n\nThe discussion began with technical optimization work around MCP loading and METATOOL search actions. Stan \u26a1 suggested moving their solution into the framework. Odilitime identified that token usage issues stem primarily from recent messages and reflections collecting too much data, not from actions. He noted the metatool pattern could apply to providers but questioned if the delay would be worthwhile.\n\nThe conversation shifted dramatically when 's' announced major organizational changes driven by financial constraints. The team is being trimmed to reduce overhead and focus on immediate revenue generation. The company is pivoting to a venture model with small, focused teams working on fixed budgets rather than traditional daily standups.\n\nKey revenue-focused projects launching immediately include:\n- Agent Arena Duel Betting in Hyperscape (2% + 1% fees, launching next week)\n- OTC Agent at tradingdesk.fun (1% fee, maintained by 's')\n- Milady (free/open source, driving users to Eliza Cloud for main revenue)\n- Babylon (crypto trading platform with 1% fees, ramping from 1% to 100% users)\n- Eliza App (same backend as hosted Milady, needs onboarding to start charging)\n- Amelia's subscription-focused project\n\nThe company has received acquisition offers but 's' prefers to achieve profitability first for better valuation. The strategy emphasizes shipping working products immediately, avoiding side quests, and validating projects early with quick kill decisions for non-performers. 's' will focus on Milady until shipped, then Babylon/Hyperscape integration, then Jeju (a network for agents). Shadow from Eliza Wakes Up is collaborating on backend work for both Eliza app and Milady, offering \"workflow\" and \"full sandbox\" agent options.\n\n## 2. FAQ\n\nQ: Could the metatool pattern work with providers? (asked by Odilitime) A: Possible but the delay might not be worth it, may need to implement eventually (answered by Odilitime)\n\nQ: What are the budgets per project? (asked by Odilitime) A: Unanswered\n\nQ: Is v2.0.0 still important given it's not listed as a priority project? (asked by Odilitime) A: Unanswered\n\nQ: Are you and Shadow taking over cloud or what exactly? (asked by Odilitime) A: Unanswered\n\n## 3. Help Interactions\n\nHelper: Stan \u26a1 | Helpee: Odilitime | Context: Token usage optimization with MCP loading and METATOOL search actions | Resolution: Offered to share their work and potentially move solution into framework, though Odilitime identified his issue was with messages/reflections not actions\n\n## 4. Action Items\n\nType: Technical | Description: Launch Agent Arena Duel Betting in Hyperscape v1 with 2% + 1% fees next week | Mentioned By: s\n\nType: Technical | Description: Ramp Babylon from 1% to 100% user rollout and build crypto trading platform version | Mentioned By: s\n\nType: Technical | Description: Complete Eliza App onboarding flow and billing to start charging customers | Mentioned By: s\n\nType: Technical | Description: Ship Milady to drive users to Eliza Cloud for revenue | Mentioned By: s\n\nType: Technical | Description: Integrate Eliza app with Babylon and Hyperscape after Milady ships | Mentioned By: s\n\nType: Technical | Description: Build Jeju network for agents | Mentioned By: s\n\nType: Technical | Description: Complete backend work with Shadow for workflow and full sandbox agent options | Mentioned By: s\n\nType: Feature | Description: Consider moving MCP loading and METATOOL search solution into framework | Mentioned By: Stan \u26a1", "messageCount": 10, "userCount": 3 }, { "channelId": "1253563209462448241", "channelName": "\ud83d\udcac-discussion", "summary": "# Discord Channel Analysis: \ud83d\udcac-discussion\n\n## 1. Summary\n\nThe discussion channel contained minimal substantive technical content. The primary technical interaction involved BinaryCookies seeking guidance on image generation plugins for agents. They inquired about the plugin-image-generation package created a year ago and whether better alternatives existed. Odilitime responded that plugin-bootstrap includes an image generation action, providing a potential solution.\n\nThe majority of the chat consisted of non-technical content including: token migration concerns from fanman22 regarding ai16z tokens (expressing confusion about the migration process, concerns about scam risks, and ultimately deciding to exit the investment); service advertisements from Issa_arts (digital artist), Tony (fullstack developer), and ! Alex ! (developer seeking projects); spam/motivational messages from omriiii; and brief casual exchanges. \n\nDe_cryptkeeper attempted to open a ticket for missed migration but encountered difficulties finding the proper channel. Omid Sa clarified they were a community member, not team, and warned about scammers. The conversation revealed ongoing confusion about migration procedures and scam prevention within the community.\n\nNo significant technical decisions, implementations, or problem-solving discussions occurred beyond the single plugin recommendation.\n\n## 2. FAQ\n\nQ: Is plugin-image-generation okay to use, or are there better alternatives? (asked by BinaryCookies) A: plugin-bootstrap has an image generation action (answered by Odilitime)\n\n## 3. Help Interactions\n\nHelper: Odilitime | Helpee: BinaryCookies | Context: Looking for image generation plugin recommendations for agents | Resolution: Suggested plugin-bootstrap which includes an image generation action\n\nHelper: Omid Sa | Helpee: de_cryptkeeper | Context: Confusion about how to open ticket and avoiding scams | Resolution: Clarified not to trust DM links or open ticket links as they are scams\n\n## 4. Action Items\n\nType: Technical | Description: Investigate plugin-bootstrap for image generation action implementation | Mentioned By: BinaryCookies", "messageCount": 37, "userCount": 19 } ] } }, "ai_news_elizaos_daily_discord_md_2026-02-23": { "filename": "2026-02-23.md", "content": "# elizaOS Discord - 2026-02-23\n\n## Overall Discussion Highlights\n\n### Major Organizational Restructuring and Revenue Focus\n\nThe most significant development was a major strategic pivot announced in the core-devs channel. Due to financial constraints, the organization is restructuring to focus on immediate revenue generation through a venture model with small, focused teams working on fixed budgets rather than traditional daily standups.\n\n**Revenue-Generating Projects Launching:**\n\n- **Agent Arena Duel Betting in Hyperscape** - Launching next week with 2% + 1% fee structure\n- **OTC Agent at tradingdesk.fun** - 1% fee model, maintained by 's'\n- **Milady** - Free/open source project designed to drive users to Eliza Cloud (primary revenue source)\n- **Babylon** - Crypto trading platform with 1% fees, ramping from 1% to 100% user rollout\n- **Eliza App** - Shares backend with hosted Milady, needs onboarding completion to begin charging\n- **Amelia's subscription-focused project**\n\nThe company has received acquisition offers but leadership prefers achieving profitability first for better valuation. The strategy emphasizes shipping working products immediately, avoiding distractions, and making quick kill decisions for underperforming projects.\n\n### Technical Development Updates\n\n**Backend Architecture:** Shadow from Eliza Wakes Up is collaborating on backend work for both Eliza app and Milady, offering two agent options: \"workflow\" and \"full sandbox\" modes.\n\n**Roadmap Priorities:** After Milady ships, focus shifts to Babylon/Hyperscape integration, followed by Jeju (a network for agents).\n\n### Technical Optimization Discussions\n\nIn the core-devs channel, there was discussion around MCP loading and METATOOL search actions optimization. Odilitime identified that token usage issues primarily stem from recent messages and reflections collecting excessive data rather than from actions themselves. The metatool pattern was considered for providers, though concerns about implementation delays were raised.\n\n### Community Support and Plugin Recommendations\n\nIn the discussion channel, guidance was provided on image generation plugins for agents. The plugin-bootstrap package was recommended as it includes an image generation action, providing an alternative to the older plugin-image-generation package.\n\n### Migration and Security Concerns\n\nCommunity members expressed confusion about token migration processes, with concerns about scam risks. There were warnings about avoiding DM links and fake ticket systems used by scammers.\n\n## Key Questions & Answers\n\n**Q: Is plugin-image-generation okay to use, or are there better alternatives?** \nA: plugin-bootstrap has an image generation action (answered by Odilitime)\n\n**Q: Could the metatool pattern work with providers?** \nA: Possible but the delay might not be worth it, may need to implement eventually (answered by Odilitime)\n\n### Unanswered Questions\n\n- What are the budgets per project?\n- Is v2.0.0 still important given it's not listed as a priority project?\n- Are you and Shadow taking over cloud or what exactly?\n\n## Community Help & Collaboration\n\n**Stan \u26a1 assisting Odilitime** - Offered to share optimization work around MCP loading and METATOOL search actions, suggesting moving the solution into the framework. While Odilitime identified his specific issue was with messages/reflections rather than actions, the collaboration demonstrated willingness to share technical solutions.\n\n**Odilitime assisting BinaryCookies** - Provided plugin recommendation for image generation, directing them to plugin-bootstrap which includes an image generation action.\n\n**Omid Sa assisting de_cryptkeeper** - Clarified community member status and warned about scam prevention, specifically advising not to trust DM links or open ticket links.\n\n## Action Items\n\n### Technical\n\n- **Launch Agent Arena Duel Betting in Hyperscape v1 with 2% + 1% fees next week** - Mentioned by s\n- **Ramp Babylon from 1% to 100% user rollout and build crypto trading platform version** - Mentioned by s\n- **Complete Eliza App onboarding flow and billing to start charging customers** - Mentioned by s\n- **Ship Milady to drive users to Eliza Cloud for revenue** - Mentioned by s\n- **Integrate Eliza app with Babylon and Hyperscape after Milady ships** - Mentioned by s\n- **Build Jeju network for agents** - Mentioned by s\n- **Complete backend work with Shadow for workflow and full sandbox agent options** - Mentioned by s\n- **Investigate plugin-bootstrap for image generation action implementation** - Mentioned by BinaryCookies\n\n### Feature\n\n- **Consider moving MCP loading and METATOOL search solution into framework** - Mentioned by Stan \u26a1\n\n---\n\n*Note: This summary reflects a pivotal moment in the organization's direction, with a clear shift from development-focused activities to revenue-generating product launches. The emphasis on immediate shipping, budget constraints, and profitability indicates a critical phase in the company's evolution.*" }, "github_summaries_daily_2026-02-24": { "filename": "2026-02-24.md", "error": "File not found" }, "github_summaries_week_latest_2026-02-15.md": { "filename": "2026-02-15.md", "content": "# Overall Project Weekly Summary (Feb 15 - 21, 2026)\n\nThis week, ElizaOS entered a high-velocity phase as it prepared for its official beta launch. The team successfully cleared a massive backlog of technical hurdles while simultaneously expanding the framework's reach into everyday communication tools like WhatsApp and Gmail. By combining core infrastructure upgrades with new decentralized identity features, the project is positioning itself as a robust, secure, and highly adaptable home for the next generation of AI agents.\n\n## Executive Summary\nElizaOS shifted its focus toward a major beta release, prioritizing user onboarding and platform stability. The project achieved significant milestones by integrating popular messaging and productivity apps and launching new on-chain identity tools for agents on the Solana blockchain.\n\n### Key Strategic Initiatives & Outcomes\n\n**Preparing for the Beta Launch and Beyond**\n*Goal: To ensure the platform is stable, user-friendly, and ready for its first 100 official testers.*\n* The team cleared dozens of functional blockers in [elizaos/eliza](https://github.com/elizaos/eliza), including fixing dashboard bugs and removing restrictive text limits to improve the user experience.\n* A new \"Profile Plugin\" was proposed in [elizaos/eliza](https://github.com/elizaos/eliza) to automatically build user profiles from social media, making it easier for new users to get started immediately.\n* Efforts are underway in [elizaos/eliza](https://github.com/elizaos/eliza) to refine the AI's personality, aiming for a more direct and engaging conversational style for the launch.\n\n**Expanding Agent Reach and Utility**\n*Goal: To allow AI agents to work across more platforms and handle more complex tasks.*\n* Major integrations were finalized for WhatsApp, Gmail, and the N8N workflow engine in [elizaos/eliza](https://github.com/elizaos/eliza), allowing agents to communicate and automate tasks where users already work.\n* The [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repository added a new \"control panel\" (REST API), giving developers a way to manage complex workflows directly without needing to use natural language.\n* The plugin registry in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) saw a surge in new tools, particularly for Web3 and financial data exchanges.\n\n**Strengthening Security and Decentralization**\n*Goal: To give agents a verifiable identity and ensure the system remains secure as it grows.*\n* The project introduced the SAID Protocol in [elizaos/eliza](https://github.com/elizaos/eliza) and [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry), which gives agents a \"digital passport\" on the Solana blockchain for secure, verifiable actions.\n* A security audit was completed for the Model Context Protocol in [elizaos/eliza](https://github.com/elizaos/eliza), ensuring that as agents share information, they do so safely.\n\n**Improving System Health and Maintenance**\n*Goal: To keep the project's \"engine\" running smoothly and make it easier for community members to contribute.*\n* A major database overhaul was started in [elizaos/eliza](https://github.com/elizaos/eliza) to make the system faster and more reliable for the long term.\n* Critical fixes to the automated review system in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) ensured that outside contributors can have their work checked and merged more quickly.\n* Routine but essential security updates were performed across the documentation site in [elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io) to keep the project's public face secure.\n\n### Cross-Repository Coordination\n* **Unified Identity Standards**: The implementation of the SAID Protocol required synchronized work between the core framework [elizaos/eliza](https://github.com/elizaos/eliza) and the [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) to ensure agents can use their new on-chain identities across all plugins.\n* **Workflow Automation**: The N8N workflow integration involved coordinated updates in the core repository [elizaos/eliza](https://github.com/elizaos/eliza) and the specific [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repo to provide a seamless experience for managing complex AI tasks.\n* **Automated Maintenance**: The team successfully fixed \"Renovate\" (an automated update tool) in [elizaos/eliza](https://github.com/elizaos/eliza), which now helps keep dependencies across the entire ecosystem up to date automatically.\n\n## Repository Spotlights\n\n### elizaos/eliza\n* Initiated a major database refactor ([#6509](https://github.com/elizaos/eliza/pull/6509)) to improve long-term system architecture.\n* Integrated the SAID Protocol for on-chain Solana identity ([#6510](https://github.com/elizaos/eliza/pull/6510)), enabling verifiable agent signatures.\n* Finalized major integrations for WhatsApp ([#6401](https://github.com/elizaos/eliza/issues/6401)), Gmail ([#6404](https://github.com/elizaos/eliza/issues/6404)), and N8N ([#6429](https://github.com/elizaos/eliza/issues/6429)).\n* Resolved critical automated update issues ([#6488](https://github.com/elizaos/eliza/issues/6488)) and enabled multi-language dependency management ([#6506](https://github.com/elizaos/eliza/pull/6506), [#6507](https://github.com/elizaos/eliza/pull/6507)).\n* Added support for the Opus 4.5 model ([#6368](https://github.com/elizaos/eliza/issues/6368)) and Chain-of-Thought reasoning ([#6294](https://github.com/elizaos/eliza/issues/6294)).\n\n### elizaos-plugins/registry\n* Expanded the ecosystem with new plugins including `@elizaos/plugin-said` ([#264](https://github.com/elizaos-plugins/registry/pull/264)) and several exchange-related tools ([#261](https://github.com/elizaos-plugins/registry/pull/261), [#262](https://github.com/elizaos-plugins/registry/pull/262)).\n* Fixed a high-priority issue where the automated review system was blocking new contributions ([#259](https://github.com/elizaos-plugins/registry/issues/259)).\n* Improved support for external contributors by fixing the review process for forked repositories ([#260](https://github.com/elizaos-plugins/registry/pull/260)).\n\n### elizaos-plugins/plugin-n8n-workflow\n* Launched a comprehensive REST API for direct workflow management and monitoring ([#16](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/16)).\n* Fixed a critical bug in how the AI handles workflow properties, ensuring stability even when the AI provides incomplete data ([#18](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/18)).\n\n### elizaos-plugins/plugin-ollama\n* Identified and began investigating a community-reported issue regarding embedding failures on Linux environments ([#17](https://github.com/elizaos-plugins/plugin-ollama/issues/17)).\n\n### elizaos/elizaos.github.io\n* Maintained project health through routine dependency synchronization and version updates ([#242](https://github.com/elizaos/elizaos.github.io/pull/242))." }, "github_summaries_month_latest_2026-02-01.md": { "filename": "2026-02-01.md", "content": "No activity recorded for 2026-02-01." }, "github_extracted_data_monthly_stats_text_2026-02": "{\n \"interval\": {\n \"intervalStart\": \"2026-02-01T00:00:00.000Z\",\n \"intervalEnd\": \"2026-03-01T00:00:00.000Z\",\n \"intervalType\": \"month\"\n },\n \"repository\": \"elizaos/eliza\",\n \"overview\": \"From 2026-02-01 to 2026-03-01, elizaos/eliza had 38 new PRs (18 merged), 41 new issues, and 35 active contributors.\",\n \"topIssues\": [\n {\n \"id\": \"I_kwDOMT5cIs7FcGAc\",\n \"title\": \"feat(scenarios): Add Cost Evaluator\",\n \"author\": \"monilpat\",\n \"number\": 5759,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"# feat(scenarios): Add Cost Evaluator\\n\\nLinks: [Issue #5726](https://github.com/elizaOS/eliza/issues/5726)\\n\\n## Summary\\nIntroduce an evaluator that asserts the estimated dollar cost of LLM usage per step. Cost is derived from token counts and a model price table.\\n\\n## Goals\\n- Estimate cost (USD) for each step from recorded token metrics\\n- Allow thresholds (`max_cost_usd`) to fail expensive runs\\n- Support multiple models within a single step\\n\\n## Acceptance Criteria\\n1. New evaluator type `llm_cost`\\n2. Price table configurable via env or default map\\n3. Evaluator passes if total step cost <= `max_cost_usd`\\n4. Detailed message with model breakdown and total\\n\\n## Schema Changes\\nEdit `packages/cli/src/commands/scenario/src/schema.ts`:\\n\\n```ts\\nconst LlmCostEvaluationSchema = BaseEvaluationSchema.extend({\\n type: z.literal('llm_cost'),\\n max_cost_usd: z.number(),\\n});\\n```\\n\\n## Pricing Source\\nAdd a small utility `packages/cli/src/commands/scenario/src/pricing.ts`:\\n\\n```ts\\nexport type ModelPricing = {\\n inputPer1K: number; // USD per 1000 input tokens\\n outputPer1K: number; // USD per 1000 output tokens\\n};\\n\\nexport const DEFAULT_MODEL_PRICING: Record = {\\n TEXT_SMALL: { inputPer1K: 0.15, outputPer1K: 0.60 },\\n TEXT_LARGE: { inputPer1K: 0.50, outputPer1K: 1.50 },\\n OBJECT_SMALL: { inputPer1K: 0.50, outputPer1K: 1.50 },\\n};\\n\\nexport function getPricing(modelType: string, overrides?: Record): ModelPricing | null {\\n const table = overrides ?? DEFAULT_MODEL_PRICING;\\n return table[modelType] ?? null;\\n}\\n```\\n\\nAllow overrides via `SCENARIO_MODEL_PRICING` env (JSON string) in a follow-up.\\n\\n## Evaluation Implementation\\nAdd to `EvaluationEngine`:\\n\\n```ts\\nclass LlmCostEvaluator implements Evaluator {\\n async evaluate(params: EvaluationSchema, runResult: ExecutionResult): Promise {\\n if (params.type !== 'llm_cost') throw new Error('Mismatched evaluator');\\n const llm = runResult.metrics?.llm ?? [];\\n if (!llm.length) return { success: false, message: 'No LLM metrics found for cost calculation' };\\n\\n const pricingOverrides = process.env.SCENARIO_MODEL_PRICING ? JSON.parse(process.env.SCENARIO_MODEL_PRICING) : undefined;\\n let total = 0;\\n for (const m of llm) {\\n const pricing = getPricing(m.modelType, pricingOverrides);\\n if (!pricing) continue;\\n const inTok = m.promptTokens ?? 0;\\n const outTok = m.completionTokens ?? 0;\\n total += (inTok / 1000) * pricing.inputPer1K + (outTok / 1000) * pricing.outputPer1K;\\n }\\n\\n const success = total <= params.max_cost_usd;\\n return { success, message: `Estimated cost: $${total.toFixed(4)} (limit $${params.max_cost_usd.toFixed(4)})` };\\n }\\n}\\n```\\n\\nRegister:\\n\\n```ts\\nthis.register('llm_cost', new LlmCostEvaluator());\\n```\\n\\n## Example Usage\\n\\n```yaml\\nevaluations:\\n - type: llm_cost\\n max_cost_usd: 0.05\\n```\\n\\n## Tests\\n- Unit: price math with multiple model records\\n- Integration: with token_count metrics present and absent\\n\\n## Notes\\nThis builds on the Token Count evaluator and shared metrics capture. It complements mocking enhancements described in [Issue #5726](https://github.com/elizaOS/eliza/issues/5726).\\n\\n\\n\",\n \"createdAt\": \"2025-08-12T04:27:23Z\",\n \"closedAt\": \"2026-02-12T22:43:04Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7nsf3_\",\n \"title\": \"[Agent] Eliza Character File & Prompt Engineering\",\n \"author\": \"borisudovicic\",\n \"number\": 6447,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Description\\n\\nImprove Eliza's character file and prompts based on initial testing feedback.\\n\\n## Background\\n\\nBoris (Feb 2): \\\"I've talked to Eliza only a little bit, just to test her out. I think she'll definitely need some edits in her character file, some more prompt engineering. She's a good start so far, but there's definitely stuff we're gonna have to work on. It'll be iterative.\\\"\\n\\n## Acceptance Criteria\\n\\n- [ ] Review current character file responses\\n- [ ] Identify areas needing improvement\\n- [ ] Update character file with better prompts\\n- [ ] Add message examples (Ben has PRs for this)\\n- [ ] Test with Sonnet model\\n- [ ] Iterate based on user feedback\\n\\n## Technical Notes\\n\\nBen mentioned:\\n\\n* Currently using a different model, switching to Sonnet\\n* Two PRs coming that add message examples and change model to Sonnet\\n* \\\"Huge difference in price between Sonnet and \\\\[current model\\\\]\\\"\\n\\nBoris mentioned Sonnet 5 coming out soon - good timing to test on Eliza if cheaper.\\n\\n## Priority\\n\\n**P2 - Iterative improvement**\",\n \"createdAt\": \"2026-02-02T17:48:44Z\",\n \"closedAt\": \"2026-02-16T21:52:18Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7pWP6K\",\n \"title\": \"[Bug] URL in message triggers duplicate LLM calls - processed as both text and attachment (webapp)\",\n \"author\": \"thewoweffect\",\n \"number\": 6486,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Description\\nWhen a user sends a message containing a URL, ElizaOS processes it twice:\\n1. As text content \u2192 generates response\\n2. As attachment (metadata/preview) \u2192 generates second response\\n\\nBoth responses are sent through the same SSE stream before the `done` event, resulting in duplicated text in the final response.\\n\\n## Steps to Reproduce\\n1. Start ElizaOS with webapp\\n2. Send a message containing a URL (e.g., \\\"Check this: https://example.com\\\")\\n3. Observe the response\\n\\n## Expected Behavior\\nURL should be processed once, generating a single response.\\n\\n## Actual Behavior\\nTwo identical (or near-identical) responses are generated and streamed as one message, doubling token usage and producing duplicated output.\\n\\n## Impact\\n- 2x LLM API calls per message with URL\\n- Doubled token costs\\n- Poor UX with duplicated responses\\n- Forces workarounds on client side\\n\\n## Environment\\n- ElizaOS version: [your version]\\n- Client: webapp\\n\\n## Suggested Fix\\nEnsure URL is processed either as text OR as attachment, not both. The decision should happen in the message processing flow before LLM calls.\\n\",\n \"createdAt\": \"2026-02-09T07:36:55Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7plYW-\",\n \"title\": \"Feature Request: Support custom OpenAI endpoint URL for OpenAI provider\",\n \"author\": \"coolRoger\",\n \"number\": 6490,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Is your feature request related to a problem? Please describe.\\nThe current OpenAI provider does **not support configuring a custom OpenAI endpoint URL**, which makes it impossible to use OpenAI-compatible third-party services (e.g., SiliconFlow). These services follow the OpenAI API format but require pointing to their own endpoint URLs instead of the official OpenAI endpoint.\\n\\n## Describe the solution you'd like\\nAdd a **configurable `openai endpoint url` field/parameter** to the OpenAI provider, so users can manually specify the API endpoint URL when using OpenAI-compatible services.\\n\\n## Describe alternatives you've considered\\n- Switching to a dedicated provider for SiliconFlow: Not ideal, as it breaks the unified OpenAI-compatible usage pattern.\\n- Hardcoding the endpoint: Not flexible for different OpenAI-compatible providers.\\n\\n## Additional context\\nMany cloud / inference providers (SiliconFlow, etc.) provide OpenAI-compatible APIs, only differing in the endpoint URL. Supporting custom endpoints will greatly improve the compatibility and flexibility of the OpenAI provider.\",\n \"createdAt\": \"2026-02-10T00:57:25Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7qLiWA\",\n \"title\": \"Image content stripped from LLM requests in cloud chat\",\n \"author\": \"borisudovicic\",\n \"number\": 6494,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Issue is inside: `/api/v1/chat/completions`. `convertToUIMessages`\\n\\n\\\"Screenshot\",\n \"createdAt\": \"2026-02-11T22:08:25Z\",\n \"closedAt\": \"2026-02-16T21:51:50Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n }\n ],\n \"topPRs\": [\n {\n \"id\": \"PR_kwDOMT5cIs68XpPS\",\n \"title\": \"V2.0.0\",\n \"author\": \"lalalune\",\n \"number\": 6351,\n \"body\": \"This is a working branch of elizaOS v2.0.0\\r\\n\\r\\nCritically, this removes app, server, CLI and all non-essentials. Instead, we focus on runtime in Rust, Typescript, with critical plugins ported as well\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-01-09T17:06:10Z\",\n \"mergedAt\": null,\n \"additions\": 2384715,\n \"deletions\": 298813\n },\n {\n \"id\": \"PR_kwDOMT5cIs7CUyZi\",\n \"title\": \"feat: next generation multi-language Eliza with Rust, Python and TypeScript support\",\n \"author\": \"lalalune\",\n \"number\": 6485,\n \"body\": \"This is the next version of eliza\\r\\n\\r\\nRust, python and typescript\\r\\n\\r\\n\\r\\n# Major Updates\\r\\n\\r\\n- Add complete Python and Rust core packages, extending Eliza to these languages\\r\\n- Add Python and Rust native versions of popular plugins\\r\\n- Remove default application, client and server infrastructure\\r\\n- Add examples for all major frameworks\\r\\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\\r\\n- Core plugins are also rust, python and typescript\\r\\n- Comes with a WIP code agent\\r\\n\\r\\n# Minor updates\\r\\n\\r\\n- Agents can now respond without needing a roomId or worldId\\r\\n- Initial message memory is created inside the message handler service (was confusing and not that way)\\r\\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\\r\\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\\r\\n\\r\\nTODO\\r\\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\\r\\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-08T18:44:21Z\",\n \"mergedAt\": null,\n \"additions\": 649890,\n \"deletions\": 303180\n },\n {\n \"id\": \"PR_kwDOMT5cIs7EjIkM\",\n \"title\": \"feat: add SAID Protocol on-chain Solana identity for ElizaOS agents\",\n \"author\": \"kaiclawd\",\n \"number\": 6510,\n \"body\": \"## What this does\\n\\nEvery new agent created via `elizaos create` now automatically gets a free on-chain identity on [SAID Protocol](https://saidprotocol.com) \u2014 Solana AI Identity.\\n\\n## Changes\\n\\n- `packages/elizaos/src/utils/said.ts` \u2014 new module: Ed25519 keypair generation (pure Node `crypto`, zero new dependencies) + SAID registration via REST API\\n- `packages/elizaos/src/commands/create.ts` \u2014 registers agent with SAID after project creation, saves wallet, displays profile URL\\n\\n## What happens on `elizaos create`\\n\\n```\\n\u2728 Project created successfully!\\n\\n\u26a1 SAID Protocol identity created\\n Wallet: 7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\\n Profile: https://saidprotocol.com/agents/7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\\n\\n Key saved to .said-wallet.json (add to .gitignore!)\\n```\\n\\n## Why\\n\\n- **Free** \u2014 off-chain pending registration, no SOL required\\n- **Zero new dependencies** \u2014 uses Node's built-in `crypto` module for Ed25519 keypair generation\\n- **Non-breaking** \u2014 fully opt-out, errors are silently caught, never crashes\\n- **Discoverable** \u2014 agent appears in the public SAID agent directory at [saidprotocol.com/agents](https://saidprotocol.com/agents)\\n- **On-chain upgrade available** \u2014 ~0.01 SOL upgrades to a cryptographically verified badge via challenge-response (proves the entity is a running agent)\\n\\n## SAID Protocol\\n\\nSAID is on-chain identity infrastructure for AI agents on Solana. Think of it as a universal agent passport \u2014 verifiable identity, reputation scores, skill listings, and agent-to-agent discovery.\\n\\n[saidprotocol.com](https://saidprotocol.com) | [Docs](https://saidprotocol.com/docs.html)\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-18T08:01:49Z\",\n \"mergedAt\": null,\n \"additions\": 648299,\n \"deletions\": 302354\n },\n {\n \"id\": \"PR_kwDOMT5cIs7FPjL6\",\n \"title\": \"refactor(core): strict typing for logger runtime\",\n \"author\": \"Fankouzu\",\n \"number\": 6519,\n \"body\": \"This PR improves code quality by replacing type usage in the logger module with proper typing. This helps in maintaining type safety across the core package.\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-20T19:25:50Z\",\n \"mergedAt\": null,\n \"additions\": 648170,\n \"deletions\": 302354\n },\n {\n \"id\": \"PR_kwDOMT5cIs7CJoKo\",\n \"title\": \"next\",\n \"author\": \"lalalune\",\n \"number\": 6474,\n \"body\": \"This is the next version of eliza\\r\\n\\r\\nRust, python and typescript\\r\\n\\r\\n\\r\\n# Major Updates\\r\\n\\r\\n- Add complete Python and Rust core packages, extending Eliza to these languages\\r\\n- Add Python and Rust native versions of popular plugins\\r\\n- Remove default application, client and server infrastructure\\r\\n- Add examples for all major frameworks\\r\\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\\r\\n- Core plugins are also rust, python and typescript\\r\\n- Comes with a WIP code agent\\r\\n\\r\\n# Minor updates\\r\\n\\r\\n- Agents can now respond without needing a roomId or worldId\\r\\n- Initial message memory is created inside the message handler service (was confusing and not that way)\\r\\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\\r\\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\\r\\n\\r\\nTODO\\r\\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\\r\\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-07T08:00:35Z\",\n \"mergedAt\": null,\n \"additions\": 591239,\n \"deletions\": 282388\n }\n ],\n \"codeChanges\": {\n \"additions\": 18576,\n \"deletions\": 3807,\n \"files\": 160,\n \"commitCount\": 140\n },\n \"completedItems\": [\n {\n \"title\": \"feat(auth): implement JWT authentication and user management\",\n \"prNumber\": 6200,\n \"type\": \"feature\",\n \"body\": \"## Relates to\\r\\n\\r\\n- Data isolation / multi-entity support\\r\\n- External JWT provider integration (Privy, Auth0, Clerk, Supabase, Google, Embbeded)\\r\\n\\r\\n## Risks\\r\\n\\r\\n**Low**\\r\\n\\r\\n- Requires `ENABLE_DATA_ISOLATION=true` to activate JWT auth mode\\r\\n\\r\\n#\",\n \"files\": [\n \".github/workflows/client-cypress-tests.yml\",\n \"packages/client/cypress/e2e/auth/01-auth-flow.cy.ts\",\n \"packages/client/cypress/e2e/auth/02-protected-features.cy.ts\",\n \"packages/client/src/App.tsx\",\n \"packages/client/src/components/ProtectedRoute.tsx\",\n \"packages/client/src/components/ai-elements/response.tsx\",\n \"packages/client/src/components/app-sidebar.tsx\",\n \"packages/client/src/components/auth-dialog.tsx\",\n \"packages/client/src/components/connection-error-banner.tsx\",\n \"packages/client/src/components/connection-status.tsx\",\n \"packages/client/src/components/group-card.tsx\",\n \"packages/client/src/components/group-panel.tsx\",\n \"packages/client/src/context/AuthContext.tsx\",\n \"packages/client/src/context/ConnectionContext.tsx\",\n \"packages/client/src/context/ServerConfigContext.tsx\",\n \"packages/client/src/hooks/use-query-hooks.ts\",\n \"packages/client/src/hooks/use-socket-chat.ts\",\n \"packages/client/src/index.css\",\n \"packages/client/src/lib/api-client-config.ts\",\n \"packages/client/src/lib/auth-utils.ts\",\n \"packages/client/src/lib/socketio-manager.ts\",\n \"packages/client/src/routes/chat.tsx\",\n \"packages/client/src/routes/group.tsx\",\n \"packages/client/src/routes/home.tsx\",\n \"packages/config/src/eslint/eslint.config.base.js\",\n \"packages/core/src/database.ts\",\n \"packages/core/src/runtime.ts\",\n \"packages/core/src/types/database.ts\",\n \"packages/core/src/types/index.ts\",\n \"packages/core/src/types/user.ts\",\n \"packages/plugin-sql/src/base.ts\",\n \"packages/plugin-sql/src/schema/index.ts\",\n \"packages/plugin-sql/src/schema/user.ts\",\n \"packages/server/src/__tests__/integration/jwt-workflow.test.ts\",\n \"packages/server/src/__tests__/test-utils/jwt-helper.ts\",\n \"packages/server/src/__tests__/unit/api/auth/credentials.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/auth-middleware-chain.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/auth-middleware.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/jwtMiddleware.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/ed25519-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/factory.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/jwks-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/secret-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/socketio/authentication.test.ts\",\n \"packages/server/src/api/agents/logs.ts\",\n \"packages/server/src/api/agents/runs.ts\",\n \"packages/server/src/api/auth/credentials.ts\",\n \"packages/server/src/api/auth/index.ts\",\n \"packages/server/src/api/index.ts\",\n \"packages/server/src/api/memory/agents.ts\",\n \"packages/server/src/index.ts\"\n ]\n },\n {\n \"title\": \"docs: core documentation guides\",\n \"prNumber\": 6356,\n \"type\": \"docs\",\n \"body\": \"## Summary\\n- Adds core documentation pages: architecture, core concepts, plugin development, interop, deployment, and API reference.\\n\\n## Test plan\\n- [ ] Review rendered markdown formatting and links.\\n\\n\\n---\\n\\n> [!NOTE]\\n\",\n \"files\": [\n \"docs/API_REFERENCE.md\",\n \"docs/ARCHITECTURE.md\",\n \"docs/CORE_CONCEPTS.md\",\n \"docs/DEPLOYMENT_GUIDE.md\",\n \"docs/INTEROP_GUIDE.md\",\n \"docs/PLUGIN_DEVELOPMENT.md\",\n \"packages/interop/README.md\"\n ]\n },\n {\n \"title\": \"fix(cli): always use 'latest' for @elizaos deps in created projects\",\n \"prNumber\": 6362,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\n- Fixes issue where `elizaos create` fails when CLI is linked from monorepo because packages with version like `1.7.2-alpha.0` couldn't be found on npm\\n- Both build-time and runtime scripts now use `'latest'` for `@elizaos/*` de\",\n \"files\": [\n \"packages/cli/src/scripts/copy-templates.ts\",\n \"packages/cli/src/utils/copy-template.ts\",\n \"packages/cli/tests/integration/local-development.test.ts\",\n \"packages/cli/tests/utils/copy-template.test.ts\",\n \".github/workflows/cli-tests.yml\",\n \"packages/cli/bunfig.toml\",\n \"packages/cli/tests/commands/update.test.ts\",\n \"packages/cli/tests/test-timeouts.ts\"\n ]\n },\n {\n \"title\": \"fix(cli): validate directory path in ensureDir to prevent ENOENT error\",\n \"prNumber\": 6379,\n \"type\": \"bugfix\",\n \"body\": \"This PR adds validation to the `ensureDir` function to prevent unclear ENOENT errors when an empty directory path is provided.\\n\\n## Problem\\n\\nWhen `ensureDir` was called with an empty string or whitespace-only path, it would attempt to execut\",\n \"files\": [\n \"packages/cli/src/utils/get-config.ts\"\n ]\n },\n {\n \"title\": \"fix(server): emit MESSAGE_SENT event after sending to central server\",\n \"prNumber\": 6378,\n \"type\": \"bugfix\",\n \"body\": \"This PR fixes #5216 - EventType.MESSAGE_SENT event not being emitted when agent responses are sent to the central server API.\\n\\n## Problem\\n\\nThe `sendAgentResponseToBus` function in `packages/server/src/services/message.ts` sends agent respon\",\n \"files\": [\n \"packages/server/src/services/message.ts\"\n ]\n },\n {\n \"title\": \"docs: add environment variables documentation\",\n \"prNumber\": 6377,\n \"type\": \"docs\",\n \"body\": \"This PR adds comprehensive documentation for server environment variables, addressing #5716.\\n\\n## Summary\\n\\nAdded `docs/environment-variables.md` with detailed documentation for:\\n- `ELIZA_SERVER_AUTH_TOKEN` - API authentication for securing e\",\n \"files\": [\n \"docs/environment-variables.md\"\n ]\n },\n {\n \"title\": \"fix(cli): load .env files in agent commands for authentication\",\n \"prNumber\": 6376,\n \"type\": \"bugfix\",\n \"body\": \"This PR fixes #5707 - an issue where `elizaos agent` commands would fail when connecting to a remote server that uses `ELIZA_SERVER_AUTH_TOKEN`.\\n\\n## Problem\\n\\nWhen running `elizaos agent list` (or other agent commands) against a remote serve\",\n \"files\": [\n \"packages/cli/src/commands/agent/utils/validation.ts\"\n ]\n },\n {\n \"title\": \"V2.0.0: dynamic execution engine (test if context is going to blown)\",\n \"prNumber\": 6384,\n \"type\": \"tests\",\n \"body\": \"Redo #6113 for 2.0.0, first pass\\n\\n\\n---\\n\\n> [!NOTE]\\n> Introduces a validation-aware, schema-driven prompt execution path and applies it across runtimes and message flows.\\n> \\n> - Adds `dynamic_prompt_exec_from_state`/`dy\",\n \"files\": [\n \"packages/python/elizaos/runtime.py\",\n \"packages/python/elizaos/services/message_service.py\",\n \"packages/python/elizaos/types/__init__.py\",\n \"packages/python/elizaos/types/state.py\",\n \"packages/rust/src/runtime.rs\",\n \"packages/rust/src/services/message_service.rs\",\n \"packages/rust/src/types/mod.rs\",\n \"packages/rust/src/types/state.rs\",\n \"packages/rust/src/types/streaming.rs\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/message.ts\",\n \"packages/typescript/src/types/runtime.ts\",\n \"packages/typescript/src/types/state.ts\",\n \"packages/typescript/src/types/streaming.ts\",\n \"packages/typescript/src/utils/streaming.ts\",\n \"bun.lock\",\n \"package.json\"\n ]\n },\n {\n \"title\": \"V2.0.0: fixed avatar example and elevenlabs plugin\",\n \"prNumber\": 6387,\n \"type\": \"bugfix\",\n \"body\": \"# Relates to\\r\\n\\r\\nFixes ElevenLabs API integration issues in `examples/avatar` (formerly `vrm` example) and consolidates the project structure.\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. Changes are isolated to the `examples/avatar` directory and the `plugin-elevenl\",\n \"files\": [\n \"examples/avatar/README.md\",\n \"examples/avatar/index.html\",\n \"examples/avatar/src/App.tsx\",\n \"examples/vrm/src/App.tsx\",\n \"plugins/plugin-elevenlabs/README.md\",\n \"plugins/plugin-elevenlabs/python/README.md\",\n \"plugins/plugin-elevenlabs/python/src/eliza_plugin_elevenlabs/types.py\",\n \"plugins/plugin-elevenlabs/python/tests/conftest.py\",\n \"plugins/plugin-elevenlabs/python/tests/test_types.py\",\n \"plugins/plugin-elevenlabs/rust/README.md\",\n \"plugins/plugin-elevenlabs/rust/src/services/elevenlabs_service.rs\",\n \"plugins/plugin-elevenlabs/rust/src/types.rs\",\n \"plugins/plugin-elevenlabs/rust/tests/integration_tests.rs\",\n \"plugins/plugin-elevenlabs/rust/tests/tts_integration.rs\",\n \"plugins/plugin-elevenlabs/typescript/README.md\",\n \"plugins/plugin-elevenlabs/typescript/package.json\",\n \"plugins/plugin-elevenlabs/typescript/src/index.browser.ts\",\n \"plugins/plugin-elevenlabs/typescript/src/index.ts\",\n \"plugins/plugin-s3-storage/README.md\"\n ]\n },\n {\n \"title\": \"fix(plugin-bootstrap): add null check for runtime.providers\",\n \"prNumber\": 6473,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\n- **Fix**: Add null check for `runtime.providers` in `providersProvider`\\n- **Impact**: Prevents `TypeError: Cannot read properties of null (reading 'filter')`\\n\\n## Problem\\n\\nWhen `runtime.providers` is `null` or `undefined`, the c\",\n \"files\": [\n \"packages/plugin-bootstrap/src/providers/providers.ts\"\n ]\n },\n {\n \"title\": \"fix: add null checks to Object.entries calls in settings utilities\",\n \"prNumber\": 6471,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\nThis PR adds defensive null/undefined checks before Object.entries() calls in the @elizaos/core package's settings utilities to prevent runtime errors.\\n\\n## Changes\\n\\n### packages/core/src/settings.ts\\n\\nAdded null/undefined guards \",\n \"files\": [\n \"packages/core/src/settings.ts\"\n ]\n },\n {\n \"title\": \"chore(examples-art): v2 update dependencies, training pipeline, and tests for 2048 game\",\n \"prNumber\": 6461,\n \"type\": \"tests\",\n \"body\": \"# Relates to\\r\\n\\r\\nRelated to ART (Agentic Reinforcement Training) example improvements for v2.0.0\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. Changes are isolated to the `examples/art` directory and root `.gitignore`. Only adds new dependencies, enhances existing fun\",\n \"files\": [\n \".gitignore\",\n \"examples/art/.gitignore\",\n \"examples/art/README.md\",\n \"examples/art/elizaos_art/games/game_2048/__init__.py\",\n \"examples/art/elizaos_art/games/game_2048/cli.py\",\n \"examples/art/elizaos_art/trainer.py\",\n \"examples/art/pyproject.toml\",\n \"examples/art/tests/test_games.py\",\n \"examples/art/tests/test_integration.py\"\n ]\n },\n {\n \"title\": \"feat(core): add request context for per-user entity settings\",\n \"prNumber\": 6457,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n- Adds `RequestContext` using AsyncLocalStorage to propagate per-request entity settings\\n- Enables runtime methods to access the originating entity context without explicit parameter passing\\n- Includes helper methods: `withEntity\",\n \"files\": [\n \"packages/core/src/__tests__/request-context.test.ts\",\n \"packages/core/src/__tests__/runtime-request-context.test.ts\",\n \"packages/core/src/index.node.ts\",\n \"packages/core/src/index.ts\",\n \"packages/core/src/request-context.node.ts\",\n \"packages/core/src/request-context.ts\",\n \"packages/core/src/runtime.ts\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the cargo group across 3 directories with 3 updates\",\n \"prNumber\": 6479,\n \"type\": \"other\",\n \"body\": \"Bumps the cargo group with 1 update in the /packages/computeruse directory: [bytes](https://github.com/tokio-rs/bytes).\\nBumps the cargo group with 1 update in the /packages/rust directory: [bytes](https://github.com/tokio-rs/bytes).\\nBumps t\",\n \"files\": [\n \"packages/computeruse/Cargo.lock\",\n \"packages/computeruse/crates/computeruse-cli/Cargo.toml\",\n \"packages/rust/Cargo.lock\",\n \"packages/sweagent/rust/Cargo.lock\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the npm_and_yarn group across 3 directories with 3 updates\",\n \"prNumber\": 6478,\n \"type\": \"other\",\n \"body\": \"Bumps the npm_and_yarn group with 1 update in the /packages/computeruse/crates/computeruse-mcp-agent directory: [@modelcontextprotocol/sdk](https://github.com/modelcontextprotocol/typescript-sdk).\\nBumps the npm_and_yarn group with 1 update \",\n \"files\": [\n \"packages/computeruse/crates/computeruse-mcp-agent/package-lock.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/package.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package-lock.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package.json\",\n \"packages/computeruse/examples/mcp-client-elicitation/package-lock.json\",\n \"packages/computeruse/examples/mcp-client-elicitation/package.json\"\n ]\n },\n {\n \"title\": \"feat(plugin-bootstrap): comprehensive optimization and robustness imp\u2026\",\n \"prNumber\": 6476,\n \"type\": \"feature\",\n \"body\": \"\u2026rovements\\r\\n\\r\\nThis commit merges critical performance optimizations, caching improvements, and robustness enhancements while preserving type safety improvements from upstream.\\r\\n\\r\\n## New Features\\r\\n- Added plugin initialization banner with co\",\n \"files\": [\n \"bun.lock\",\n \"packages/plugin-bootstrap/src/banner.ts\",\n \"packages/plugin-bootstrap/src/evaluators/reflection.ts\",\n \"packages/plugin-bootstrap/src/index.ts\",\n \"packages/plugin-bootstrap/src/providers/actionState.ts\",\n \"packages/plugin-bootstrap/src/providers/actions.ts\",\n \"packages/plugin-bootstrap/src/providers/anxiety.ts\",\n \"packages/plugin-bootstrap/src/providers/attachments.ts\",\n \"packages/plugin-bootstrap/src/providers/character.ts\",\n \"packages/plugin-bootstrap/src/providers/choice.ts\",\n \"packages/plugin-bootstrap/src/providers/entities.ts\",\n \"packages/plugin-bootstrap/src/providers/evaluators.ts\",\n \"packages/plugin-bootstrap/src/providers/index.ts\",\n \"packages/plugin-bootstrap/src/providers/plugin-info.ts\",\n \"packages/plugin-bootstrap/src/providers/recentMessages.ts\",\n \"packages/plugin-bootstrap/src/providers/relationships.ts\",\n \"packages/plugin-bootstrap/src/providers/roles.ts\",\n \"packages/plugin-bootstrap/src/providers/settings.ts\",\n \"packages/plugin-bootstrap/src/providers/shared-cache.ts\",\n \"packages/plugin-bootstrap/src/providers/world.ts\"\n ]\n },\n {\n \"title\": \"feat: ActionFilterService \u2014 vector search + BM25 reranking for action/provider filtering\",\n \"prNumber\": 6475,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n\\n- Adds `ActionFilterService` that dynamically filters which actions are shown to the LLM based on relevance, reducing prompt bloat from 200+ actions to ~15 relevant ones\\n- Two-tier ranking: vector search (cosine similarity on em\",\n \"files\": [\n \"packages/typescript/src/__tests__/action-filter.test.ts\",\n \"packages/typescript/src/bootstrap/index.ts\",\n \"packages/typescript/src/bootstrap/providers/actions.ts\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/action-filter.ts\",\n \"packages/typescript/src/services/bm25.ts\",\n \"packages/typescript/src/services/cosine-similarity.ts\",\n \"packages/typescript/src/types/plugin.ts\"\n ]\n },\n {\n \"title\": \"chore(changelog): remove references\",\n \"prNumber\": 6495,\n \"type\": \"other\",\n \"body\": \"## Summary\\r\\n- remove all references from `CHANGELOG.md`\\r\\n\\r\\n## Testing\\r\\n- not run (content-only change)\\r\\n\",\n \"files\": [\n \"CHANGELOG.md\"\n ]\n }\n ],\n \"topContributors\": [\n {\n \"username\": \"standujar\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n \"totalScore\": 482.7223594214491,\n \"prScore\": 477.3223594214491,\n \"issueScore\": 0,\n \"reviewScore\": 5,\n \"commentScore\": 0.4,\n \"summary\": \"standujar: Focused on enhancing the stability and functionality of the n8n-workflow plugin, notably improving multi-step loop control by introducing the awaitingUserInput flag in PR #13. They addressed critical integration issues by ensuring cloud compatibility through state management updates in PR #12 and standardizing success status reporting across all action callbacks in PR #11 (+388/-40 lines). Additionally, they streamlined the development lifecycle by automating node crawling in the publish workflow (PR #10) and integrating the plugin into the project's tracked repositories. Their work this month primarily centered on bug fixes and feature development for workflow automation, with a strong emphasis on code reliability and CI/CD improvements.\"\n },\n {\n \"username\": \"odilitime\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n \"totalScore\": 348.29516101795406,\n \"prScore\": 348.29516101795406,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"odilitime: Focused on enhancing core system stability and performance within the elizaos/eliza repository, most notably through a comprehensive optimization of the bootstrap plugin in PR #6476 (+2,119/-823 lines). This significant contribution involved modifying 30 files to implement robust architectural improvements and feature enhancements. Additionally, they addressed critical resource management by submitting a fix for a memory leak in the bootstrap cache via PR #6477. Their work this month demonstrates a balanced focus on large-scale feature optimization and essential bug fixing to ensure long-term system reliability.\"\n },\n {\n \"username\": \"lalalune\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n \"totalScore\": 326.03058181605707,\n \"prScore\": 325.25258181605705,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.7779999999999999,\n \"summary\": \"lalalune: Focused on expanding core infrastructure and cross-chain capabilities, notably implementing a multi-provider RPC system in elizaos-plugins/plugin-evm (#25) and cloud proxy routing for Solana services (#26). They delivered a significant architectural enhancement with the ActionFilterService in elizaos/eliza (#6475), which introduced vector search and BM25 reranking to improve action selection. Their work involved a massive scale of code modifications across over 4,500 files, signaling a deep involvement in systemic refactors and next-generation multi-language support. Overall, their contributions centered on infrastructure scalability, authentication frameworks, and enhancing the developer experience through CLI and documentation improvements.\"\n },\n {\n \"username\": \"greptile-apps\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n \"totalScore\": 245.34,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 243,\n \"commentScore\": 2.34,\n \"summary\": \"greptile-apps: Focused exclusively on providing feedback and technical oversight through 28 reviews and 5 pull request comments. Despite no direct code changes or merged pull requests this month, they maintained a high level of engagement in the review process to ensure code quality across the codebase. Their primary impact was centered on collaborative peer review and providing detailed commentary on open contributions.\"\n },\n {\n \"username\": \"0xbbjoker\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n \"totalScore\": 157.03108022381605,\n \"prScore\": 155.03108022381605,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0xbbjoker: Focused on maintenance and stability by addressing technical debt through targeted bugfix work. They contributed a single commit that modified three files, resulting in a balanced set of nine additions and eight deletions. This activity reflects a precise approach to resolving existing issues within the codebase. Their primary focus for the month was dedicated entirely to bugfix efforts across various file types.\"\n },\n {\n \"username\": \"h1-hunt\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/260165794?u=73efc04d5c05a1af9903686d9bb90265cc06ab45&v=4\",\n \"totalScore\": 135.1498814312321,\n \"prScore\": 121.2118814312321,\n \"issueScore\": 0,\n \"reviewScore\": 13.5,\n \"commentScore\": 0.43799999999999994,\n \"summary\": \"h1-hunt: Focused on expanding ecosystem capabilities through the development of new integrations, contributing over 1,400 lines of code across several open feature pull requests. Their primary impact involved introducing the Signet plugin for onchain advertising (#6491) and the Mint Club V2 plugin for bonding curve token trading (#6497, #6498). Additionally, they supported the development cycle by providing three technical reviews on active pull requests. Their work this month centered on a balanced mix of feature implementation and bugfixes, with a heavy emphasis on configuration and core code for decentralized finance and advertising plugins.\"\n },\n {\n \"username\": \"anchapin\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/6326294?u=2864a5f885294da5b54b95865b6bf6b82781e688&v=4\",\n \"totalScore\": 72.99868671293827,\n \"prScore\": 72.99868671293827,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"anchapin: Focused on enhancing system stability by implementing defensive programming patterns across the elizaos/eliza codebase. They successfully merged two key bugfix PRs, including #6471 and #6473, which introduced critical null and undefined checks to prevent runtime errors in the settings utility and bootstrap plugin. Their work this month was primarily dedicated to bugfix activities, with a significant portion of their technical contributions involving configuration and code refinements to ensure more robust data handling.\"\n },\n {\n \"username\": \"kaiclawd\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/257877415?u=2c8763bb75f5fd07b37a1939903a8b557dd7a46f&v=4\",\n \"totalScore\": 59.475878208526346,\n \"prScore\": 59.475878208526346,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"kaiclawd: Focused on expanding ecosystem integrations by initiating the addition of the SAID Protocol on-chain Solana identity to the platform. They currently have two open pull requests, elizaos/eliza #6510 and elizaos-plugins/registry #264, which aim to implement this protocol and register the corresponding plugin. Their primary focus this month has been on identity management and Solana-based protocol integration.\"\n },\n {\n \"username\": \"borisudovicic\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n \"totalScore\": 56,\n \"prScore\": 0,\n \"issueScore\": 56,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"borisudovicic: Focused on driving the architectural roadmap and infrastructure readiness for the Eliza App MVP launch, creating 31 issues to coordinate critical tasks across cloud integrations and user experience. They played a key role in defining infrastructure requirements for Telegram and Discord deployments (#6425, #6424), secrets management (#6410), and the implementation of a multi-tenant serverless architecture (#6415). Their contributions also spanned essential product milestones, including the rollout of OAuth providers (#6437), billing system integration (#6445), and performance optimizations to address cold start latency (#6450). Overall, their activity centered on high-level project management, infrastructure provisioning, and security auditing to ensure a stable pre-launch environment.\"\n },\n {\n \"username\": \"buzzbysolcex\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/259807261?v=4\",\n \"totalScore\": 51.42425149251019,\n \"prScore\": 50.78625149251019,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.6379999999999999,\n \"summary\": \"buzzbysolcex: Focused on expanding the ecosystem's integration capabilities by initiating the registration of new plugins within the elizaos-plugins/registry. They opened three pull requests to add the @elizaos/plugin-buzz-bd and @buzzbd/plugin-solcex-bd packages (#261, #262, #263), facilitating the inclusion of the SolCex Exchange BD plugin. Their activity this month was centered on configuration management and ecosystem expansion through these registry submissions.\"\n },\n {\n \"username\": \"yaooooooooooooooo\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/62118705?v=4\",\n \"totalScore\": 43.5437738965761,\n \"prScore\": 43.5437738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"yaooooooooooooooo: Focused on expanding ecosystem capabilities by introducing the plugin-scout for x402 trust intelligence and transactions in elizaos/eliza (#6513). This substantial feature addition involved over 5,000 lines of new code across 42 files, demonstrating a significant investment in both core functionality and comprehensive testing. Their work this month was entirely dedicated to feature development, with a balanced emphasis on implementing new code and ensuring its reliability through extensive test coverage.\"\n },\n {\n \"username\": \"decentralize-dfw\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/115695363?u=858e729376e39f7d94ec1907637812ec3b9ca575&v=4\",\n \"totalScore\": 43.5437738965761,\n \"prScore\": 43.5437738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"decentralize-dfw: Focused on expanding the ecosystem's conversational capabilities by initiating the integration of the Vera (Virtually Ever After) chatbot. This effort is currently centered on the development of a new feature within the elizaos/eliza repository, as seen in the open pull request #6515. Their primary focus this month has been on the initial implementation and configuration of this specialized chatbot interface.\"\n },\n {\n \"username\": \"2-A-M\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/96268540?u=b7d92c0e2a91af580d09eeae862eef576955ab8a&v=4\",\n \"totalScore\": 36.63501911726088,\n \"prScore\": 36.63501911726088,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"2-A-M: Focused on critical bug fixes and feature enhancements within the Twitter plugin, notably resolving an authentication retry loop and implementing media upload capabilities via PR #48. This substantial contribution involved modifying 12 files and adding over 5,200 lines of code, demonstrating a high level of effort in stabilizing and expanding the plugin's core functionality. The work was completed efficiently with a 10-hour turnaround time to merge, ensuring immediate impact on the repository's reliability. Their primary focus this month was entirely dedicated to bugfix work and technical improvements within the elizaos-plugins/plugin-twitter codebase.\"\n },\n {\n \"username\": \"hanzlamateen\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/10975502?u=53f23921078d9a27d96751373bb44f4bd2d58bf4&v=4\",\n \"totalScore\": 34.39669771918965,\n \"prScore\": 34.39669771918965,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"hanzlamateen: Focused on infrastructure and dependency management within the elizaos/eliza repository, notably executing a significant update to the v2 dependencies and training pipeline in PR #6461. This extensive effort involved modifying over 7,000 files, signaling a major synchronization of the project's codebase and build environment. Their work demonstrated a balanced technical approach, incorporating bug fixes, refactoring, and test updates to ensure system stability. Overall, their contributions this month centered on large-scale maintenance and foundational improvements to the project's examples and training architecture.\"\n },\n {\n \"username\": \"Fankouzu\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/8297296?u=bfe40f2d2a88d01f2092e44db726b11c0608b657&v=4\",\n \"totalScore\": 34.0207738965761,\n \"prScore\": 34.0207738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"Fankouzu: Focused on enhancing codebase reliability by initiating a refactor for strict typing within the logger runtime in elizaos/eliza (#6519). This ongoing work aims to improve type safety and developer experience within the core system. Their primary focus this month was centered on core infrastructure and logging architecture.\"\n },\n {\n \"username\": \"bytes0xcr6\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/102038261?u=45bcd82b0f6cc2f6c6f8db5bdc01949b3afe7560&v=4\",\n \"totalScore\": 23.546573590279973,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 9,\n \"commentScore\": 0.2,\n \"summary\": \"bytes0xcr6: Focused on expanding the ecosystem's capabilities by integrating transaction validation services through the addition of the @proofgate/eliza-plugin to the registry via PR #254. In addition to this feature work, they contributed to the development process by providing two code reviews and engaging in technical discussions on pull requests. Their activity this month was centered on configuration management and enhancing plugin availability within the elizaos-plugins repository.\"\n },\n {\n \"username\": \"erdGeclaw\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258411179?u=4607f14fd9d7eb4b4e6d2c26964d37b47937a49c&v=4\",\n \"totalScore\": 22.034212794122055,\n \"prScore\": 22.034212794122055,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"erdGeclaw: Focused on expanding ecosystem integrations by initiating the addition of the Base L2 smart money signals plugin to the registry. This contribution, currently tracked in open PR #253, aims to integrate @erdgecrawl/plugin-base-signals into the elizaos-plugins repository. Their primary focus this month has been on enhancing signal-based functionality within the Base L2 environment.\"\n },\n {\n \"username\": \"mcp97\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/15067321?v=4\",\n \"totalScore\": 21.901026915173976,\n \"prScore\": 21.901026915173976,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"mcp97: Focused on documentation maintenance and repository cleanup within the elizaos/eliza codebase. Their primary contribution involved streamlining the project's history by removing unnecessary references in the changelog via PR #6495. This work resulted in the modification of four files, demonstrating a clear focus on documentation accuracy and administrative consistency.\"\n },\n {\n \"username\": \"kamiyo-ai\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/197570892?u=0d1ee66bdde083d3cfa339f7b2dfc1c2e8fee2fd&v=4\",\n \"totalScore\": 21.18304826901074,\n \"prScore\": 20.64304826901074,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.54,\n \"summary\": \"kamiyo-ai: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin into the registry. They submitted a configuration update to add the kamiyo-trust plugin via PR #258 in the elizaos-plugins/registry repository. Their primary focus this month was on ecosystem expansion and plugin registration.\"\n },\n {\n \"username\": \"agentfirstlabs\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/263147801?v=4\",\n \"totalScore\": 14.397598690831078,\n \"prScore\": 14.397598690831078,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"agentfirstlabs: Focused on enhancing developer resources and security documentation by contributing a new safety guide for the Base Network wallet. This work, currently in an open pull request for elizaos/eliza (#6523), introduces a diagnostic framework to help users navigate x402 errors. Their activity this month was dedicated entirely to improving project documentation and user safety protocols.\"\n },\n {\n \"username\": \"arthur-orderly\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258538952?v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"arthur-orderly: Focused on expanding the ecosystem's trading capabilities by integrating the Arthur DEX plugin into the registry. They successfully merged PR #256 in elizaos-plugins/registry, which enables Orderly Network perpetual trading functionality. This contribution highlights a primary focus on ecosystem configuration and the integration of decentralized exchange services.\"\n },\n {\n \"username\": \"0xKairo\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258482051?u=1b8329700a063d57382def591660e68809952a16&v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0xKairo: Focused on expanding the ecosystem's integration capabilities by successfully registering a new plugin for AI agent transaction guarantees. They facilitated the addition of the @proofgate/eliza-plugin via PR #257 in the elizaos-plugins/registry repository. This contribution highlights a primary focus on feature work and configuration management to enhance the platform's utility.\"\n },\n {\n \"username\": \"ATHLSolutions\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/6761719?u=3517709343c7ed9e4e80cd95304fff0c357e58e0&v=4\",\n \"totalScore\": 14,\n \"prScore\": 14,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"ATHLSolutions: No activity this month.\"\n },\n {\n \"username\": \"dontonon\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/22495678?v=4\",\n \"totalScore\": 13.234147180559946,\n \"prScore\": 13.234147180559946,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"dontonon: Focused on expanding the ecosystem's financial capabilities by initiating the integration of the micronoise-eliza-plugin. This work, currently tracked in open PR #265 within the elizaos-plugins/registry, aims to enable token swapping via x402 payments. Their primary focus this month has been on enhancing plugin availability for decentralized payment processing.\"\n },\n {\n \"username\": \"10inchdev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/226776904?u=f8556423cfa0bd4464d64395c6c0d526050ba553&v=4\",\n \"totalScore\": 12.874147180559946,\n \"prScore\": 12.874147180559946,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"10inchdev: Focused on expanding the ecosystem's service offerings by integrating the MoltBazaar plugin into the registry. They successfully merged PR #255, which adds the AI Agent Job Marketplace on Base to the elizaos-plugins/registry. This contribution involved precise configuration updates to ensure the new marketplace is properly indexed and accessible. Their primary focus this month was on ecosystem expansion through configuration management.\"\n },\n {\n \"username\": \"a692570\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/182830946?u=fbc711137880cd843fea4b3b9f00013d07d40fd6&v=4\",\n \"totalScore\": 10.997573590279972,\n \"prScore\": 10.997573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"a692570: Focused on expanding the project's documentation by initiating a new integration guide for ClawdTalk voice calling. This work is currently captured in open PR #6489 within the elizaos/eliza repository. Their primary focus this month has been on enhancing developer resources and supporting third-party voice service integrations.\"\n },\n {\n \"username\": \"lawyered0\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/4802498?u=f45773fb7440d77e5c12ea1560122dd6d26632eb&v=4\",\n \"totalScore\": 10.40435169073515,\n \"prScore\": 10.40435169073515,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"lawyered0: Focused on improving the robustness of trust evaluation processing by addressing a bug in the elizaos-plugins/plugin-trust repository. They authored PR #1 to handle plain-text trust evaluation requests, contributing 46 lines of code and associated tests to ensure reliable input parsing. This work demonstrates a clear focus on bugfix stability and test coverage within the plugin's core logic.\"\n },\n {\n \"username\": \"puncar-dev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/72890404?v=4\",\n \"totalScore\": 8,\n \"prScore\": 0,\n \"issueScore\": 8,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"puncar-dev: Focused on architectural planning and feature proposals for the elizaos/eliza repository by opening four strategic issues. They outlined a comprehensive whitelisting and leaderboard system (#6469), a community-driven news injection system (#6466), and a feedback mechanism for NPC prompts (#6465). Additionally, they proposed optimizations for AI model usage during the coding process (#6467), demonstrating a primary focus on system design and community engagement features.\"\n },\n {\n \"username\": \"jasonxkensei\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/260305565?u=b17387a9077530191e297ff256d49d9a14c47194&v=4\",\n \"totalScore\": 6.557573590279973,\n \"prScore\": 6.557573590279973,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"jasonxkensei: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin. They opened a pull request in elizaos-plugins/registry (#266) to add the @elizaos/plugin-xproof package. Their activity this month was centered on configuration updates to support this new feature.\"\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: Focused on identifying architectural improvements for the elizaos/eliza repository by proposing enhancements for external integrations. They initiated discussions on expanding platform capabilities through the creation of two new issues regarding Google MCP enhancements (#6517) and Twitter MCP enhancements (#6516). Their primary focus this month was on the strategic planning and feature definition for Model Context Protocol (MCP) implementations.\"\n },\n {\n \"username\": \"aite550659-max\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258900948?v=4\",\n \"totalScore\": 4,\n \"prScore\": 0,\n \"issueScore\": 4,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"aite550659-max: Focused on proposing architectural enhancements for the elizaos/eliza repository by initiating the integration of a Verifiable Audit Trail Plugin (VAL). They documented this new feature through the creation of two open issues (#6499, #6500) to outline the plugin's implementation. Their primary focus this month was on defining the requirements for verifiable auditing within the ecosystem.\"\n },\n {\n \"username\": \"thewoweffect\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113222443?u=cb21d15b0ce815d0f68167f2eca236aad6c64598&v=4\",\n \"totalScore\": 2.3000000000000003,\n \"prScore\": 0,\n \"issueScore\": 2.1,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"thewoweffect: Focused on identifying and documenting system inefficiencies within the elizaos/eliza repository. They notably reported a bug regarding duplicate LLM calls triggered by URLs in messages (#6486) and engaged in the subsequent discussion to help resolve the issue. Their primary focus this month was on improving application reliability through bug reporting and issue triage.\"\n },\n {\n \"username\": \"saoirse102345-blip\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258542122?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"saoirse102345-blip: Focused on expanding the ecosystem's capabilities by proposing a new architectural direction for financial transactions. They initiated a feature request for a Payment Infrastructure Plugin to enable agent-to-agent and agent-to-user payments within the elizaos/eliza repository (#6443). This contribution highlights a strategic focus on developing core utility and financial interoperability for the platform.\"\n },\n {\n \"username\": \"rookdaemon\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258400181?u=f806b5798e056f9384e53da900fdcd3d7bc24c14&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"rookdaemon: Focused on architectural improvements for agent scalability by initiating a discussion on inter-agent coordination. They proposed a framework for cross-instance communication in elizaos/eliza (#6514) to enhance how separate agent instances interact. Their primary focus this month was on high-level system design and multi-agent orchestration.\"\n },\n {\n \"username\": \"mbatini\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/34915878?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"mbatini: Focused on identifying and reporting integration issues within the elizaos-plugins ecosystem. They documented a technical hurdle regarding embedding errors in the Ollama plugin via issue #17. Their primary focus this month was on troubleshooting and improving the reliability of the elizaos-plugins/plugin-ollama repository.\"\n },\n {\n \"username\": \"fiv3fingers\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/59544796?u=58c2849a3bd9087a4d2e0a5d31ba3cba75babfd6&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"fiv3fingers: Focused on expanding the security capabilities of the platform by proposing the integration of a new audit module. They initiated this effort by opening issue #6468 in elizaos/eliza to advocate for the addition of an EVM audit module. Their primary focus this month was on architectural planning and security enhancements within the EVM ecosystem.\"\n },\n {\n \"username\": \"coolRoger\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/33861624?u=ae40d02de875befc512751127f1082a22b464264&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"coolRoger: Focused on expanding integration flexibility by identifying a need for custom OpenAI endpoint support. They initiated a feature request in elizaos/eliza (#6490) to allow for greater configuration options within the OpenAI provider. Their primary focus this month was on architectural feedback and enhancing the extensibility of the platform's API connections.\"\n },\n {\n \"username\": \"basedmereum\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/223933470?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"basedmereum: Focused on expanding ecosystem capabilities by proposing the integration of the SOLPRISM plugin for verifiable AI reasoning on Solana. This contribution was initiated through the creation of issue #6454 in the elizaos/eliza repository. Their primary focus this month was on architectural planning for blockchain-based AI verification.\"\n },\n {\n \"username\": \"JKHeadley\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/12631935?u=e1a3e2005973fbf5526f5dccd04b6310e2476946&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"JKHeadley: Focused on ecosystem expansion and strategic integration by proposing the MoltBridge Trust & Discovery Layer as an enhancement for the Eliza framework. This contribution, detailed in issue elizaos/eliza#6501, outlines a path for improving discovery and trust mechanisms within the project. Their primary focus this month was on architectural planning and integration proposals.\"\n },\n {\n \"username\": \"tdnupe3\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&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\": 38,\n \"mergedPRs\": 18,\n \"newIssues\": 41,\n \"closedIssues\": 65,\n \"activeContributors\": 35\n}", "github_extracted_data_user_summaries_text_last_7_days_for_2026-02-24": "[\"dependabot[bot]_day_2026-02-18\", \"dependabot[bot]\", \"day\", \"2026-02-18\", \"dependabot[bot]: No activity today.\", \"2026-02-22T23:20:09.659Z\"]\n[\"greptile-apps_day_2026-02-19\", \"greptile-apps\", \"day\", \"2026-02-19\", \"greptile-apps: No activity today.\", \"2026-02-22T23:20:09.661Z\"]\n[\"greptile-apps_day_2026-02-18\", \"greptile-apps\", \"day\", \"2026-02-18\", \"greptile-apps: No activity today.\", \"2026-02-22T23:20:09.662Z\"]\n[\"dependabot[bot]_day_2026-02-20\", \"dependabot[bot]\", \"day\", \"2026-02-20\", \"dependabot[bot]: No activity today.\", \"2026-02-22T23:20:09.869Z\"]\n[\"odilitime_day_2026-02-19\", \"odilitime\", \"day\", \"2026-02-19\", \"odilitime: Focused on both feature development and bug fixes, opening PR elizaos/spartan#24 to address staging fixes, core-compat layer, and service/build fixes, which involved modifying 289 files with a net addition of 9671 lines of code.\", \"2026-02-22T23:20:09.907Z\"]\n[\"greptile-apps_day_2026-02-20\", \"greptile-apps\", \"day\", \"2026-02-20\", \"greptile-apps: No activity today.\", \"2026-02-22T23:20:09.909Z\"]\n[\"jasonxkensei_day_2026-02-20\", \"jasonxkensei\", \"day\", \"2026-02-20\", \"jasonxkensei: No activity today.\", \"2026-02-22T23:20:10.125Z\"]\n[\"decentralize-dfw_day_2026-02-20\", \"decentralize-dfw\", \"day\", \"2026-02-20\", \"decentralize-dfw: Focused on new feature development, opening PR #6515 in elizaos/eliza to add a new chatbot.\", \"2026-02-22T23:20:10.129Z\"]\n[\"borisudovicic_day_2026-02-18\", \"borisudovicic\", \"day\", \"2026-02-18\", \"borisudovicic: Focused on identifying and documenting potential improvements for user onboarding, creating an issue in elizaos/eliza (#6511) to track the implementation of Microsoft and Google X sign-up options.\", \"2026-02-22T23:20:10.130Z\"]\n[\"buzzbysolcex_day_2026-02-18\", \"buzzbysolcex\", \"day\", \"2026-02-18\", \"buzzbysolcex: Focused on expanding plugin capabilities by opening two new pull requests, elizaos-plugins/registry#263 and elizaos-plugins/registry#262, both aimed at adding the \\\"@buzzbd/plugin-solcex-bd \\u2014 SolCex Exchange BD plugin\\\", and provided 3 PR comments.\", \"2026-02-22T23:20:10.131Z\"]\n[\"Fankouzu_day_2026-02-20\", \"Fankouzu\", \"day\", \"2026-02-20\", \"Fankouzu: Focused on code quality and maintainability by opening a pull request, elizaos/eliza#6519, to introduce strict typing for the logger runtime.\", \"2026-02-22T23:20:10.133Z\"]\n[\"kaiclawd_day_2026-02-18\", \"kaiclawd\", \"day\", \"2026-02-18\", \"kaiclawd: Focused on integrating the SAID Protocol on-chain Solana identity for ElizaOS, evidenced by two open pull requests: elizaos-plugins/registry#264 and elizaos/eliza#6510.\", \"2026-02-22T23:20:10.304Z\"]\n[\"odilitime_day_2026-02-18\", \"odilitime\", \"day\", \"2026-02-18\", \"odilitime: Focused on bugfix work, making 11 commits that modified 19 files with a net change of +85 lines across various file types.\", \"2026-02-22T23:20:10.308Z\"]\n[\"mbatini_day_2026-02-18\", \"mbatini\", \"day\", \"2026-02-18\", \"mbatini: Created an issue in elizaos-plugins/plugin-ollama (#17) to report an error with embeddings, indicating a focus on identifying and addressing functional problems within the plugin ecosystem.\", \"2026-02-22T23:20:10.312Z\"]\n[\"odilitime_day_2026-02-20\", \"odilitime\", \"day\", \"2026-02-20\", \"odilitime: Focused on a mix of bugfix and refactor work, modifying 32 files across 18 commits with a balanced contribution of additions and deletions.\", \"2026-02-22T23:20:10.563Z\"]\n[\"rookdaemon_day_2026-02-20\", \"rookdaemon\", \"day\", \"2026-02-20\", \"rookdaemon: Initiated a strategic discussion on inter-agent coordination by creating issue elizaos/eliza#6514, focusing on cross-instance communication.\", \"2026-02-22T23:20:10.564Z\"]\n[\"greptile-apps_day_2026-02-21\", \"greptile-apps\", \"day\", \"2026-02-21\", \"greptile-apps: No activity today.\", \"2026-02-22T23:20:16.266Z\"]\n[\"odilitime_day_2026-02-21\", \"odilitime\", \"day\", \"2026-02-21\", \"odilitime: Focused on feature work, modifying 13 files with a net addition of 327 lines of code in a single commit.\", \"2026-02-22T23:20:16.514Z\"]\n[\"standujar_day_2026-02-18\", \"standujar\", \"day\", \"2026-02-18\", \"standujar: Focused on bugfix work, making 2 commits that modified 5 files with a net addition of 166 lines across various file types.\", \"2026-02-22T23:20:10.603Z\"]\n[\"jasonxkensei_day_2026-02-21\", \"jasonxkensei\", \"day\", \"2026-02-21\", \"jasonxkensei: Focused on expanding plugin capabilities by opening a new feature PR in elizaos-plugins/registry#266 to add `@elizaos/plugin-xproof`.\", \"2026-02-22T23:20:16.527Z\"]\n[\"samarth30_day_2026-02-20\", \"samarth30\", \"day\", \"2026-02-20\", \"samarth30: Initiated work on enhancing Google and Twitter MCP functionalities by creating two new issues, elizaos/eliza#6517 and elizaos/eliza#6516, respectively.\", \"2026-02-22T23:20:10.763Z\"]\n[\"dontonon_day_2026-02-21\", \"dontonon\", \"day\", \"2026-02-21\", \"dontonon: Focused on expanding plugin capabilities by opening PR elizaos-plugins/registry#265 to add a micronoise-eliza-plugin for token swaps via x402 payments.\", \"2026-02-22T23:20:16.568Z\"]\n[\"standujar_day_2026-02-20\", \"standujar\", \"day\", \"2026-02-20\", \"standujar: Focused on bugfix work, opening PR elizaos-plugins/plugin-n8n-workflow#19 to prevent multi-step confabulation and ensure AI nodes in responses, modifying 24 files with significant code and test changes (+451/-150 lines).\", \"2026-02-22T23:20:10.818Z\"]\n[\"dependabot[bot]_day_2026-02-22\", \"dependabot[bot]\", \"day\", \"2026-02-22\", \"dependabot[bot]: No activity today.\", \"2026-02-22T23:20:16.335Z\"]\n[\"greptile-apps_day_2026-02-22\", \"greptile-apps\", \"day\", \"2026-02-22\", \"greptile-apps: No activity today.\", \"2026-02-22T23:20:16.369Z\"]\n[\"yaooooooooooooooo_day_2026-02-18\", \"yaooooooooooooooo\", \"day\", \"2026-02-18\", \"yaooooooooooooooo: Focused on feature development, opening a significant pull request, elizaos/eliza#6513, to add plugin-scout for trust intelligence and transaction capabilities, which involved modifying 42 files with a substantial addition of 5035 lines of code and tests.\", \"2026-02-22T23:20:10.956Z\"]\n[\"standujar_day_2026-02-22\", \"standujar\", \"day\", \"2026-02-22\", \"standujar: Focused on feature work, opening a significant PR in elizaos/eliza (#6521) to align RLS isolation with v1 patterns, which involved modifying 16 files with substantial changes across both code and tests.\", \"2026-02-22T23:20:16.719Z\"]\n[\"agentfirstlabs_day_2026-02-22\", \"agentfirstlabs\", \"day\", \"2026-02-22\", \"agentfirstlabs: Focused on documentation, contributing a new safety guide to elizaos/eliza via PR #6523, which involved modifying 1 file with 29 additions.\", \"2026-02-22T23:20:16.545Z\"]", "_metadata": { "generated_at": "2026-02-24T08:49:52.769159+00:00Z", "target_date": "2026-02-24", "source_repo": { "full_name": "elizaOS/knowledge", "owner": "elizaOS", "repo": "knowledge" }, "sources_successful": 9, "sources_failed": 1, "source_keys": [ "ai_news_elizaos_discord_md_2026-02-23", "ai_news_elizaos_discord_md_2026-02-22", "ai_news_elizaos_discord_md_2026-02-21", "ai_news_elizaos_daily_json_2026-02-23", "ai_news_elizaos_daily_md_2026-02-23", "ai_news_elizaos_daily_discord_json_2026-02-23", "ai_news_elizaos_daily_discord_md_2026-02-23", "github_summaries_week_latest_2026-02-15.md", "github_summaries_month_latest_2026-02-01.md" ], "failed_keys": [ "github_summaries_daily_2026-02-24" ], "total_characters": 113850, "estimated_tokens": 28462, "file_size_bytes": 120808 } }