{
  "prompt_name": "intel",
  "category": "strategy",
  "date": "2026-04-26",
  "generated_text": "# ElizaOS Strategic Intel \u2014 2026-04-26\n\n## 1) Data Pattern Recognition (Velocity, Trends, Engagement)\n\n### Development velocity (latest observable window)\n- **Monthly (2026-04-01 \u2192 2026-05-01, elizaos/eliza):** **349 PRs opened / 308 merged**, **47 new issues**, **59 active contributors**.\n- **Weekly (Apr 19\u201325):** emphasis on **core hardening + identity/security + ecosystem scaling** (cloud tracking integration, auth via Steward, LifeOps expansion, prediction markets, plugin registry onboarding).\n- **Daily signal (Apr 25 engineering summary):** execution concentrated on **stability + correctness in agent messaging and orchestration**:\n  - Prevented **internal mechanism leakage** in agent replies\n  - Improved **planner action handling** for **reliable swarm synthesis**\n  - Resolved **CLI vs OAuth credential conflicts**\n  - Fixed **scheduler task leaks**\n  - Ensured **character rename propagation**\n  - Telegram plugin: **poller tracking** to prevent duplicate instances + clean deregistration\n  - EVM: added **Radius Network mainnet/testnet** in Rust + Python\n  - Repo hygiene: removed accidental PGlite artifacts, updated gitignore\n  - In progress: **x402 paid plugin routes** + **test harness hardening**; registry additions pending (e.g., `plugin-tcg-oracle`, `plugin-undesirables`, `plugin-elizaos`)\n\n**Trend call:** The codebase is in a \u201creliability and release-readiness\u201d phase, with recurring fixes that reduce operational risk (leaks, duplicate processes, task lifecycle) while simultaneously expanding ecosystem surface area (networks, plugins, marketplaces).\n\n### Community engagement patterns (Discord Apr 23\u201325)\n- Engagement split:\n  - **General channel:** light technical content; mostly check-ins; targeted questions about **$degenai** status.\n  - **Coders channel:** deeper architectural discussion on **planning (HTN)** and roadmap implications.\n- Emerging governance/ops pattern:\n  - Community organizing via **steering/working groups**; requests for transparent business/ops forum.\n- Trust & safety signal:\n  - **Suspicious/scam-like solicitation** spotted (\u201coffering $400 in Solana to anyone in need\u201d).\n\n### Feature adoption / ecosystem traction (proxy signals)\n- Strong pull toward **agent monetization + payments**:\n  - Demo: `@elisym/plugin-elizaos-elisym` enabling **paid agent services** with **Nostr discovery + Solana settlement**.\n  - Multiple parallel payment threads: **x402**, token payments (`$elizaOS`, `$DegenAI`), and concerns about **USDC freeze risk** for cross-border agents.\n- Planning layer interest rising:\n  - HTN discussion indicates developer appetite for **more explicit planning primitives** (HTN-lite \u2192 full HTN) aligned to v2 beta.\n\n---\n\n## 2) User Experience Intelligence (Feedback Themes, Pain Points, Sentiment)\n\n### Feedback / discussion themes by impact\n**High impact (user trust + correctness)**\n- **Internal mechanism leakage in replies** (fixed in Apr 25 work): directly affects user trust, safety posture, and brand credibility.\n- **Swarm synthesis reliability** improvements: impacts multi-agent value proposition; failures are \u201csilent\u201d and appear as non-responsiveness.\n\n**Medium impact (developer ergonomics / adoption)**\n- **CLI vs OAuth credential confusion**: breaks expectations in Settings/UI and causes false \u201cconnected\u201d states; contributes to support burden.\n- **Duplicate background processes (Telegram pollers)**: resource waste + unpredictable behavior; painful for long-running agents.\n\n**Strategic product UX (monetization / commerce)**\n- Clear interest in **paid routes + protocol fee design**:\n  - Proposed dual-fee rails (**USDC or ELIZAOS**) + discounts + buyback/burn.\n  - Operator concern: **USDC freezing risk**, desire for more robust M2M payment primitives (spend caps, kill switch).\n\n### Usage patterns vs intended design (observed gaps)\n- **Planning semantics unclear to developers:** Discord reveals uncertainty whether ElizaOS v2 \u201calready has HTN,\u201d what \u201cHTN\u201d means in-project, and how it relates to existing triggers/steps.\n- **Monetization architecture is converging but fragmented:** Nostr+Solana marketplace demo, x402 paid routes in progress, token-payment aspirations, and alternative M2M payment infra all compete for \u201cdefault path\u201d status.\n\n### Community sentiment (qualitative)\n- Generally constructive; contributors offering help and proposing concrete integrations.\n- Some confusion around organizational continuity post-transition (resolved by clarification that foundation remains funded and token-responsible).\n\n---\n\n## 3) Strategic Prioritization (Impact vs Risk, Dependencies, Resource Allocation)\n\n### Priority 0 \u2014 Safety/Trust baseline (highest urgency, low regret)\n1) **Harden \u201cno internal leakage\u201d guarantees** end-to-end\n   - Expand from \u201cprevent mechanism leaks\u201d to a testable contract:\n     - Red-team prompts + regression tests for failure modes (transient failures, action errors, planner fallbacks).\n   - **Dependency:** stable message-service pipelines + consistent structured failure replies.\n\n2) **Scam/spam operational response**\n   - Add lightweight Discord mod runbook + auto-moderation triggers for common scam patterns (unsolicited funds, wallet drops, \u201csend me your address\u201d).\n   - Measurable outcome: reduce time-to-removal, reduce member risk.\n\n### Priority 1 \u2014 Monetization & payments: converge on one \u201cgolden path\u201d\n**Why now:** Multiple teams are building adjacent payment primitives; fragmentation will slow adoption and confuse plugin builders.\n\nRecommended sequencing (minimize coordination risk):\n1) **Ship x402 paid plugin routes** (already in progress) as the *default developer entry point* for paid actions.\n2) Define a **payments abstraction layer** (capabilities interface) to support:\n   - x402 (stable baseline)\n   - Solana settlement flows (e.g., marketplace plugin)\n   - Future token rails (`$elizaOS`, `$DegenAI`)\n3) Incorporate **risk controls** informed by the USDC-freeze discussion:\n   - Optional spend caps, revocation/kill switch semantics, and audit receipts (even if initial implementation is simple).\n\n**Critical dependency:** clear plugin documentation + reference implementations (one minimal paid endpoint; one marketplace-style workflow).\n\n### Priority 2 \u2014 Planning architecture clarity (HTN)\nThe HTN thread is a signal that planning is becoming a \u201cplatform identity\u201d feature; ambiguity here will create persistent confusion.\n\nActionable plan:\n- **Decision memo + docs**:\n  - What planning exists today (planner + triggers/steps)\n  - Whether \u201cHTN-lite\u201d is real in v2 (and what that concretely means in code)\n  - Proposed upgrade path (hand-coded decomposition \u2192 LLM planning) and what stays stable (triggers/steps contract)\n- **Deliverable:** one diagram + one example agent showing decomposition and execution trace.\n\n**Risk:** Overcommitting to \u201cfull HTN\u201d branding without implementation clarity; mitigate by documenting current reality first, then roadmap.\n\n### Priority 3 \u2014 Reliability debt that compounds support load\nFocus resources where bugs generate repeated user support:\n- Duplicate pollers / leaked tasks / scheduler lifecycle issues (already being addressed\u2014continue systematically).\n- Identity state coherence (CLI credentials vs app OAuth): ensure UI always reflects the correct auth source and scope.\n\n---\n\n## Quantitative Summary Dashboard (for tracking)\n- **Repo throughput (month-to-date window):** 349 PRs opened, 308 merged; 59 contributors.\n- **Ecosystem expansion indicators (Apr 23\u201325):**\n  - New monetization plugin demoed (paid agent services)\n  - New EVM network integrated (Radius mainnet/testnet)\n  - Registry pipeline actively onboarding new plugins (several pending)\n- **Operational risk flags:** 1 scam-like solicitation observed; planning feature ambiguity surfaced.\n\n---\n\n## Recommendations (Next 7 Days)\n1) **Publish \u201cPayments in ElizaOS\u201d RFC (1\u20132 pages)**\n   - Declare x402 as default paid-route mechanism (v2), define extension points for Solana/token rails.\n2) **Ship one reference implementation**\n   - A minimal paid plugin route + a CLI walkthrough showing end-to-end payment + response delivery.\n3) **Planning clarity sprint**\n   - Audit current v2 planning features; publish HTN status + example decomposition trace.\n4) **Community safety ops**\n   - Add mod guidance + basic automation to handle unsolicited-funds scam patterns.\n5) **Tighten regression coverage for leakage + orchestration**\n   - Tests around structured failure replies, swarm synthesis delivery, scheduler task lifecycle.\n\n---\n\n## Watchlist (Strategic Risks)\n- **Fragmented monetization stack** \u2192 slower plugin adoption, inconsistent developer experience.\n- **Ambiguous planning narrative (HTN)** \u2192 misaligned expectations heading into v2 beta.\n- **Trust incidents (reply leakage, scams)** \u2192 outsized reputational damage relative to engineering effort required to prevent.",
  "source_references": [
    "2026-04-26\n---\n2026-04-25.md\n---\n# elizaOS Discord - 2026-04-25\n\n## Summary\n\n### Framework Development\n\nThe elizaOS team is actively working on framework updates, with odilitime confirming work on a framework update involving $degenai. This represents ongoing core development efforts for the platform.\n\n### Hierarchical Task Networks Implementation\n\nA significant technical discussion emerged around HTN (Hierarchical Task Networks) implementation in ElizaOS. thirti.eth shared insights from Claude AI suggesting an upgrade path from HTN-lite to full HTN when Eliza v2 reaches beta stage. The proposed approach would replace hand-coded decomposition with LLM-based planning while maintaining existing triggers and steps. HTN was contextualized as an AI planning technique originating from the 1970s, with applications in game AI (notably F.E.A.R. and Total War series) and robotics. The discussion revealed that ElizaOS v2 has added HTN capabilities for agent goal decomposition, though participants expressed uncertainty about specific implementation details. uplink2501 drew comparisons to related concepts including Hierarchical Temporal Memory (HTM) and LISP programming paradigms.\n\n### Community Support\n\nCommunity members demonstrated willingness to provide assistance, with carissabowersei_91078 offering help to other users in the discussion channel.\n\n## FAQ\n\n**Q: What is HTN and how does it relate to ElizaOS?**\nA: HTN (Hierarchical Task Networks) is an AI planning technique from the 1970s used in game AI and robotics. ElizaOS v2 has added HTN for agent goal decomposition. The suggested upgrade path involves moving from HTN-lite to full HTN when v2 reaches beta, replacing hand-coded decomposition with LLM planning while maintaining existing triggers and steps.\n\n**Q: What work is being done for $degenai?**\nA: The team is working on a framework update that involves $degenai, though specific details were not elaborated in the discussion.\n\n**Q: What is the difference between HTN and HTM?**\nA: While both are hierarchical approaches, HTN (Hierarchical Task Networks) is a planning technique for goal decomposition, whereas HTM (Hierarchical Temporal Memory) is a different concept that was mentioned as a comparison point during the discussion.\n\n## Help Interactions\n\n**Helper:** carissabowersei_91078\n**Helpee:** General channel participants\n**Resolution:** Offered assistance to community members, though no specific help request was documented in the provided discussion.\n\n**Helper:** odilitime\n**Helpee:** jack1000x_98528\n**Resolution:** Clarified that the team is working on a framework update involving $degenai and explained HTN as a multistep approach.\n\n**Helper:** thirti.eth\n**Helpee:** Community members interested in HTN implementation\n**Resolution:** Provided technical context and historical background on HTN, explaining its origins in the 1970s and applications in game AI and robotics, along with sharing Claude AI's suggestions for implementation in ElizaOS v2.\n\n## Action Items\n\n### Technical\n\n- Upgrade from HTN-lite to full HTN when Eliza v2 reaches beta stage, replacing hand-coded decomposition with LLM planning while maintaining existing triggers and steps (mentioned by thirti.eth via Claude AI suggestion)\n- Continue framework update work involving $degenai (mentioned by odilitime)\n- Verify accuracy of HTN implementation details in ElizaOS v2 (uncertainty expressed by thirti.eth)\n\n### Documentation\n\n- Document HTN implementation approach and its relationship to existing planning techniques in ElizaOS (need identified through discussion uncertainty)\n---\n2026-04-24.md\n---\n# elizaOS Discord - 2026-04-24\n\n## Summary\n\n### Agent Monetization and Service Marketplace\n\nigor.peregudov demonstrated the @elisym/plugin-elizaos-elisym plugin that transforms Eliza agents into paid service providers. The plugin creates a decentralized marketplace where agents can monetize their capabilities through agent-to-agent transactions. The system uses a Nostr-based discovery layer for capability announcement and Solana for payment settlement. The demonstration showed a complete workflow where an Eliza agent publishes its capabilities to Nostr, receives a paid request from Claude desktop for trending GitHub repos, settles payment on Solana devnet, and delivers the requested service. This architecture eliminates the need for intermediary platforms.\n\n### Token Utility and Economic Model\n\nquanteliza proposed a v3 feature for ELIZAOS token utility that would allow protocol fees to be paid in either USDC or ELIZAOS tokens. The proposal includes discounts for payments made in ELIZAOS tokens and automatic buyback and burn mechanisms for USDC payments, similar to early BNB tokenomics. This design aims to create economic demand for the token while maintaining the open-source framework. odilitime responded positively to this proposal, stating it motivated him to complete his November work on enabling plugins to accept $elizaOS and $DegenAI as x402 payment methods. He identified this as the lowest-hanging fruit for implementing token utility.\n\n### Community Organization\n\nodilitime announced updates to working groups following discussions with Shaw. He also made steering bumps to key community members. There was brief discussion about Discord role management and requests for layout feedback, though no specific feedback was provided in the available discussion.\n\n## FAQ\n\n**Q: What does the @elisym/plugin-elizaos-elisym plugin do?**\nA: The plugin transforms Eliza agents into paid service providers by enabling agent-to-agent transactions. It uses a Nostr-based discovery layer for capability announcement and Solana for payment settlement, creating a decentralized marketplace for agent services.\n\n**Q: How does the proposed ELIZAOS token utility model work?**\nA: The proposed v3 feature would allow protocol fees to be paid in either USDC or ELIZAOS tokens, with discounts for token payments. USDC payments would trigger automatic buyback and burn mechanisms for ELIZAOS tokens, similar to early BNB tokenomics.\n\n**Q: What is x402 payment?**\nA: x402 payment is a payment method that plugins can accept. odilitime is working on enabling plugins to accept $elizaOS and $DegenAI tokens through this payment mechanism.\n\n**Q: What blockchain networks does the agent monetization plugin use?**\nA: The plugin uses Nostr for the discovery layer where agents announce their capabilities, and Solana devnet for payment settlement.\n\n## Help Interactions\n\nNo specific help interactions with clear helper, helpee, and resolution were documented in the provided channel summaries.\n\n## Action Items\n\n### Technical\n\n- Complete November work on enabling plugins to accept $elizaOS and $DegenAI as x402 payment (mentioned by odilitime)\n- Implement protocol fee payment system supporting both USDC and ELIZAOS tokens (mentioned by quanteliza)\n- Develop automatic buyback and burn mechanisms for USDC payments (mentioned by quanteliza)\n\n### Features\n\n- Add discount mechanism for protocol fees paid in ELIZAOS tokens (mentioned by quanteliza)\n- Update working groups structure (mentioned by odilitime)\n---\n2026-04-23.md\n---\n# elizaOS Discord - 2026-04-23\n\n## Summary\n\n### Community Governance and Reorganization\n\nFollowing Eliza Labs' transition, the community is actively working to establish clear organizational structure and leadership roles. odilitime clarified that the foundation remains funded and responsible for the token, contrary to assumptions about complete dissolution. quanteliza proposed creating a structured forum for community leadership to manage business aspects including social media and website operations, emphasizing the need for transparency and organization. odilitime offered access to an existing steering group focused on organizing marketing efforts and potential governance. valleybeyond7991 expressed interest in contributing to social media management and joined the steering group.\n\n### Project Updates and Content\n\nA new Cron Job podcast episode (S1E12) was released covering recent project developments including the shutdown announcement, community response, and continued code shipping. The discussion also referenced external content including a fixupx post and an AI agent building contest.\n\n### Payment Infrastructure for AI Agents\n\nTechnical discussion emerged around USDC freezing risks for cross-border agent operations. arkchain sought alternative payment solutions for agents operating in jurisdictions where asset freezing is a concern. Lemoncake03027 promoted their payment infrastructure built specifically for agent machine-to-machine (M2M) payments, featuring spend-capped JWTs and kill switch functionality, and offered to create an Eliza plugin integration.\n\n### Developer Introductions\n\nitssowenn4462 introduced themselves as an AI/ML and Full Stack Engineer with expertise in autonomous multi-agent systems, RAG pipelines with vector databases like FAISS and Pinecone, voice AI integrations using Vapi and Twilio, workflow automation platforms, and computer vision applications. Their tech stack includes React/Next.js/TypeScript, Node.js/Python with FastAPI and Django, PostgreSQL/MongoDB/Redis, OpenAI/LangChain/Transformers, and AWS infrastructure with Docker and CI/CD pipelines.\n\n## FAQ\n\n**Q: Is the foundation still funded and operational after Eliza Labs' transition?**\nA: Yes, odilitime confirmed that the foundation remains funded and responsible for the token, contrary to assumptions that it was completely dissolved.\n\n**Q: What are the risks of using USDC for cross-border agent operations?**\nA: USDC can be frozen in certain jurisdictions, creating risks for agents operating across borders where asset freezing is a concern.\n\n**Q: What alternative payment solutions exist for AI agent transactions?**\nA: Lemoncake03027 has built payment infrastructure specifically for agent machine-to-machine (M2M) payments, featuring spend-capped JWTs and kill switch functionality, with potential for Eliza plugin integration.\n\n**Q: How is the community organizing leadership and business operations?**\nA: The community is establishing a steering group focused on organizing marketing efforts and potential governance, with plans for structured forums to manage social media, website, and other business aspects.\n\n## Help Interactions\n\n**Helper:** odilitime\n**Helpee:** quanteliza\n**Resolution:** Offered access to an existing steering group focused on organizing marketing efforts and potential governance in response to request for structured community leadership forum.\n\n**Helper:** Lemoncake03027\n**Helpee:** arkchain\n**Resolution:** Provided information about payment infrastructure built for agent M2M payments with spend-capped JWTs and kill switch functionality as an alternative to USDC, offered to create Eliza plugin integration if needed.\n\n## Action Items\n\n### Technical\n\n- Create Eliza plugin integration for agent M2M payment infrastructure (mentioned by Lemoncake03027)\n\n### Features\n\n- Establish structured forum for community leadership to manage business aspects including social media and website (mentioned by quanteliza)\n- Organize steering group for marketing efforts and governance (mentioned by odilitime)\n---\n2026-04-25.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-04-25\n---\nElizaOS Community Discussion and Development Updates\n---\nIn the general discussion channel, community members exchanged greetings and checked in with one another throughout the day. A notable question was raised about whether any active development work was being done for the degenai project. Odilitime confirmed that work was in progress, specifically mentioning a framework update being worked on. A video was shared in the channel as part of a reply to a community member. There was also a role check performed by Odilitime directed at community member Baoger.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/elizaos-media/lv_0_20251104003508_b80a1647.mp4\n---\nhttps://cdn.elizaos.news/posters/1777166894652-1l4cgp.png\n---\nIn the coders channel, a technical discussion emerged around Hierarchical Task Networks (HTN) and their potential use in ElizaOS. Community member Thirtieth shared a suggestion from Claude that ElizaOS v2 could upgrade an HTN-lite implementation to a full HTN system by replacing hand-coded decomposition with LLM-based planning when the beta releases. Thirtieth explained that HTN is an AI planning technique originating from the 1970s, used in game AI such as F.E.A.R. and Total War as well as robotics, and claimed ElizaOS v2 added it for agent goal decomposition. Odilitime responded by characterizing it as multistep planning. Community member uplink2501 asked whether HTN bears any similarity to Hierarchical Temporal Memory or LISP. The validity of the HTN claim about ElizaOS v2 was questioned by Thirtieth themselves. Additionally, a suspicious message was posted by user ramson813 offering $400 in Solana to anyone in need, which appears to be a scam solicitation.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://cdn.elizaos.news/posters/1777166914599-mgedh5.jpg\n---\ndiscordrawdata\n---\nElizaOS Development Summary: April 25, 2026\n---\nDevelopment on April 25, 2026 focused on enhancing system stability and agent communication logic across the core framework, alongside expanding network and plugin ecosystem support. Key completed work in the core framework included improvements to Electrobun desktop window management, prevention of internal mechanism leaks in agent replies, and enhanced planner action handling to ensure reliable swarm synthesis. System reliability was also addressed through resolving credential conflicts between CLI and OAuth, fixing scheduler task leaks, and enabling proper character rename propagation. On the plugin and network side, the Telegram plugin received robust poller tracking to prevent duplicate instances and ensure clean resource deregistration. EVM network support was expanded with the integration of Radius Network mainnet and testnet into both Rust and Python implementations. Repository maintenance work included cleanup of accidental PGlite database artifacts and updates to the gitignore file to prevent future environment conflicts. Work still in progress includes a feature for x402 paid plugin routes and test harness hardening in the core eliza repository, as well as the addition of new plugins to the registry including plugin-tcg-oracle, plugin-undesirables, and plugin-elizaos.\n---\nhttps://elizaos.github.io/api/summaries/overall/day/2026-04-25.json\n---\nhttps://cdn.elizaos.news/posters/1777166935742-vopopl.jpg\n---\nmiscellaneous\n---\n394732709026725888\n---\nuplink2501\n---\nHelper\n---\nTrader\n---\n[WG] degenspartan\n---\nutility\n---\nCoder\n---\neliza\n---\n580487826420793364\n---\nodilitime\n---\nGod\n---\nplatform - self assign\n---\npartner portal - self assign\n---\nCommunity Ops\n---\nCreator\n---\nModerator\n---\n[WG] degenspartan\n---\npmairca - self assign\n---\nVerified\n---\nBooster\n---\nHoplite\n---\nMigration Support\n---\nHelper\n---\nGithub - Contributor\n---\nLabs Alumni\n---\nTrader\n---\nContributor\n---\nmerch - self assign\n---\nevents - self-assign\n---\n[WG] Elizacon - granted\n---\nSpartan Dev\n---\nCore Dev\n---\nCoder\n---\n512741671335624749\n---\nthirti.eth\n---\nVIP\n---\nVerified\n---\n1032803670003294261\n---\nramson813\n---\n832338755930030110\n---\ncyborgxai\n---\nTrader\n---\nutility\n---\neliza\n---\n914424447040102420\n---\nquanteliza\n---\n[WG] Want to Help\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n1379116061751902219\n---\njack1000x_98528\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nutility\n---\neliza\n---\n1181587961385594891\n---\nroadragedave\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n931217037966057502\n---\nthinnnn101_101\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n403574677164916746\n---\nneuro023\n---\nplatform - self assign\n---\ntrust - self assign\n---\npartner portal - self assign\n---\nCreator\n---\nModerator\n---\nnfts - self assign\n---\npmairca - self assign\n---\nKing\n---\nVerified\n---\nDev School Student\n---\nBooster\n---\nContributor\n---\nNFT\n---\nmerch - self assign\n---\nevents - self-assign\n---\nboom chad\n---\nCoder\n---\nswarms - self assign\n---\nVIP\n---\nDesigner\n---\n1433570847318212770\n---\nlord_web_11\n---\n1214871925386641418\n---\ncarissabowersei_91078\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n555035784378318875\n---\nbaogerbao\n---\na-hack\n---\nCreator\n---\n[WG] degenspartan\n---\nVIP\n---\nContributor\n---\n[WG] Want to Help\n---\nVerified\n---\nMini Mod\n---\nBooster\n---\nDesigner\n---\nCoder\n---\nGithub - Contributor\n---\n2026-04-25.md\n---\n## ElizaOS Community Discussion and Development Updates: April 25, 2026\n\n## Community Activity\n\n- Community members exchanged greetings and check-ins throughout the day\n- Odilitime confirmed active development work on the degenai project, specifically a framework update in progress\n- A video was shared in the general channel in reply to a community member\n- Odilitime performed a role check directed at community member Baoger\n\n## Technical Discussions\n\n- Community member Thirtieth raised a discussion around Hierarchical Task Networks (HTN) and their potential use in ElizaOS\n- Thirtieth shared a suggestion that ElizaOS v2 could upgrade an HTN-lite implementation to a full HTN system using LLM-based planning\n- HTN was described as an AI planning technique from the 1970s, used in game AI such as F.E.A.R. and Total War, as well as robotics\n- Odilitime characterized HTN in this context as multistep planning\n- Community member uplink2501 engaged by asking about similarities between HTN and Hierarchical Temporal Memory or LISP\n\n## Core Framework Improvements\n\n- Improvements made to Electrobun desktop window management\n- Internal mechanism leaks in agent replies were prevented\n- Planner action handling was enhanced to ensure reliable swarm synthesis\n- Credential conflicts between CLI and OAuth were resolved\n- Scheduler task leaks were fixed\n- Proper character rename propagation was enabled\n\n## Plugin and Network Expansion\n\n- Telegram plugin received robust poller tracking to prevent duplicate instances and ensure clean resource deregistration\n- EVM network support expanded with integration of Radius Network mainnet and testnet into both Rust and Python implementations\n\n## Repository Maintenance\n\n- Accidental PGlite database artifacts were cleaned up\n- Gitignore file was updated to prevent future environment conflicts\n---\n2026-04-25.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-04-25\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\nThe channel had minimal technical discussion. The most significant technical exchange involved jack1000x_98528 asking about work being done for $degenai, to which odilitime responded that they were working on a framework update with it. The conversation was otherwise dominated by greetings and brief social interactions, with carissabowersei_91078 offering assistance, and roadragedave greeting thinnnn101_101. No concrete technical solutions, implementations, or detailed problem-solving discussions occurred during this segment.\n---\nAny work being done for $degenai\n---\njack1000x_98528\n---\nodilitime\n---\ncarissabowersei_91078\n---\nGeneral channel\n---\nOffered general assistance to channel members\n---\nOffered help but no specific issue was addressed\n---\nTechnical\n---\nFramework update for $degenai\n---\nodilitime\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\nThe discussion centered on Hierarchical Task Networks (HTN) implementation in ElizaOS. thirti.eth inquired about building with alpha code and shared Claude's suggestion about upgrading HTN-lite to full HTN when Eliza v2 reaches beta, replacing hand-coded decomposition with LLM planning while maintaining existing triggers and steps. odilitime clarified HTN as a multistep approach. thirti.eth provided technical context explaining HTN as an AI planning technique from the 1970s used in game AI (F.E.A.R., Total War) and robotics, noting ElizaOS v2 added it for agent goal decomposition, though questioned the accuracy of this information. uplink2501 drew comparisons to Hierarchical Temporal Memory (HTM) and LISP. The conversation revealed uncertainty about HTN implementation details in ElizaOS v2 and its relationship to existing planning techniques.\n---\nWhat is HTN?\n---\nodilitime\n---\nthirti.eth\n---\nIs it true that ElizaOS v2 added HTN for agent goal decomposition?\n---\nthirti.eth\n---\nUnanswered\n---\nAny similarity to Hierarchical Temporal Memory (HTM)? Or more like LISP?\n---\nuplink2501\n---\nUnanswered\n---\nthirti.eth\n---\nodilitime\n---\nodilitime asked what HTN meant in the context of ElizaOS development\n---\nthirti.eth explained HTN as Hierarchical Task Networks, an AI planning technique from the 1970s used in game AI and robotics, and its purported use in ElizaOS v2 for agent goal decomposition\n---\nTechnical\n---\nUpgrade HTN-lite to full HTN when Eliza v2 hits beta by replacing hand-coded decomposition with LLM planning\n---\nthirti.eth\n---\nDocumentation\n---\nVerify and document whether ElizaOS v2 actually includes HTN for agent goal decomposition\n---\nthirti.eth\n---\n394732709026725888\n---\nuplink2501\n---\nHelper\n---\nTrader\n---\n[WG] degenspartan\n---\nutility\n---\nCoder\n---\neliza\n---\n580487826420793364\n---\nodilitime\n---\nGod\n---\nplatform - self assign\n---\npartner portal - self assign\n---\nCommunity Ops\n---\nCreator\n---\nModerator\n---\n[WG] degenspartan\n---\npmairca - self assign\n---\nVerified\n---\nBooster\n---\nHoplite\n---\nMigration Support\n---\nHelper\n---\nGithub - Contributor\n---\nLabs Alumni\n---\nTrader\n---\nContributor\n---\nmerch - self assign\n---\nevents - self-assign\n---\n[WG] Elizacon - granted\n---\nSpartan Dev\n---\nCore Dev\n---\nCoder\n---\n512741671335624749\n---\nthirti.eth\n---\nVIP\n---\nVerified\n---\n1032803670003294261\n---\nramson813\n---\n832338755930030110\n---\ncyborgxai\n---\nTrader\n---\nutility\n---\neliza\n---\n914424447040102420\n---\nquanteliza\n---\n[WG] Want to Help\n---\nVerified\n---\nutility\n---\nCoder\n---\neliza\n---\n1379116061751902219\n---\njack1000x_98528\n---\nCreator\n---\n[WG] degenspartan\n---\nVerified\n---\nutility\n---\neliza\n---\n1181587961385594891\n---\nroadragedave\n---\nVerified\n---\nDesigner\n---\nutility\n---\nCoder\n---\neliza\n---\n931217037966057502\n---\nthinnnn101_101\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nVerified\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n403574677164916746\n---\nneuro023\n---\nplatform - self assign\n---\ntrust - self assign\n---\npartner portal - self assign\n---\nCreator\n---\nModerator\n---\nnfts - self assign\n---\npmairca - self assign\n---\nKing\n---\nVerified\n---\nDev School Student\n---\nBooster\n---\nContributor\n---\nNFT\n---\nmerch - self assign\n---\nevents - self-assign\n---\nboom chad\n---\nCoder\n---\nswarms - self assign\n---\nVIP\n---\nDesigner\n---\n1433570847318212770\n---\nlord_web_11\n---\n1214871925386641418\n---\ncarissabowersei_91078\n---\nHelper\n---\nTrader\n---\nCreator\n---\n[WG] degenspartan\n---\nIt\n---\nDesigner\n---\nFr\n---\nutility\n---\nCoder\n---\neliza\n---\n555035784378318875\n---\nbaogerbao\n---\na-hack\n---\nCreator\n---\n[WG] degenspartan\n---\nVIP\n---\nContributor\n---\n[WG] Want to Help\n---\nVerified\n---\nMini Mod\n---\nBooster\n---\nDesigner\n---\nCoder\n---\nGithub - Contributor\n---\n2026-04-25.md\n---\n# elizaOS Discord - 2026-04-25\n\n## Summary\n\n### Framework Development\n\nThe elizaOS team is actively working on framework updates, with odilitime confirming work on a framework update involving $degenai. This represents ongoing core development efforts for the platform.\n\n### Hierarchical Task Networks Implementation\n\nA significant technical discussion emerged around HTN (Hierarchical Task Networks) implementation in ElizaOS. thirti.eth shared insights from Claude AI suggesting an upgrade path from HTN-lite to full HTN when Eliza v2 reaches beta stage. The proposed approach would replace hand-coded decomposition with LLM-based planning while maintaining existing triggers and steps. HTN was contextualized as an AI planning technique originating from the 1970s, with applications in game AI (notably F.E.A.R. and Total War series) and robotics. The discussion revealed that ElizaOS v2 has added HTN capabilities for agent goal decomposition, though participants expressed uncertainty about specific implementation details. uplink2501 drew comparisons to related concepts including Hierarchical Temporal Memory (HTM) and LISP programming paradigms.\n\n### Community Support\n\nCommunity members demonstrated willingness to provide assistance, with carissabowersei_91078 offering help to other users in the discussion channel.\n\n## FAQ\n\n**Q: What is HTN and how does it relate to ElizaOS?**\nA: HTN (Hierarchical Task Networks) is an AI planning technique from the 1970s used in game AI and robotics. ElizaOS v2 has added HTN for agent goal decomposition. The suggested upgrade path involves moving from HTN-lite to full HTN when v2 reaches beta, replacing hand-coded decomposition with LLM planning while maintaining existing triggers and steps.\n\n**Q: What work is being done for $degenai?**\nA: The team is working on a framework update that involves $degenai, though specific details were not elaborated in the discussion.\n\n**Q: What is the difference between HTN and HTM?**\nA: While both are hierarchical approaches, HTN (Hierarchical Task Networks) is a planning technique for goal decomposition, whereas HTM (Hierarchical Temporal Memory) is a different concept that was mentioned as a comparison point during the discussion.\n\n## Help Interactions\n\n**Helper:** carissabowersei_91078\n**Helpee:** General channel participants\n**Resolution:** Offered assistance to community members, though no specific help request was documented in the provided discussion.\n\n**Helper:** odilitime\n**Helpee:** jack1000x_98528\n**Resolution:** Clarified that the team is working on a framework update involving $degenai and explained HTN as a multistep approach.\n\n**Helper:** thirti.eth\n**Helpee:** Community members interested in HTN implementation\n**Resolution:** Provided technical context and historical background on HTN, explaining its origins in the 1970s and applications in game AI and robotics, along with sharing Claude AI's suggestions for implementation in ElizaOS v2.\n\n## Action Items\n\n### Technical\n\n- Upgrade from HTN-lite to full HTN when Eliza v2 reaches beta stage, replacing hand-coded decomposition with LLM planning while maintaining existing triggers and steps (mentioned by thirti.eth via Claude AI suggestion)\n- Continue framework update work involving $degenai (mentioned by odilitime)\n- Verify accuracy of HTN implementation details in ElizaOS v2 (uncertainty expressed by thirti.eth)\n\n### Documentation\n\n- Document HTN implementation approach and its relationship to existing planning techniques in ElizaOS (need identified through discussion uncertainty)\n---\n2026-04-26.md\n---\nFile not found\n---\n2026-04-19.md\n---\n# Overall Project Weekly Summary (Apr 19 - 25, 2026)\n\n## Executive Summary\nThis week, the ElizaOS project focused on hardening our core infrastructure and streamlining how our agents interact with the world. By unifying our identity systems and expanding our automation capabilities, we have made the framework more secure, reliable, and ready for complex, real-world tasks.\n\n### Key Strategic Initiatives & Outcomes\n\n**Strengthening Security and Identity**\n_Goal: We are building a more secure and seamless experience for users connecting their digital identities to our AI agents._\n- We migrated our authentication system to \"Steward\" in [elizaos/cloud](https://github.com/elizaos/cloud), allowing for independent and more reliable login flows.\n- We added support for multiple types of crypto wallets, making it easier for users to interact with our platform using their preferred tools ([elizaos/cloud](https://github.com/elizaos/cloud)).\n\n**Enhancing Agent Autonomy and Capability**\n_Goal: We want our agents to be more helpful and capable of managing complex, real-world tasks like scheduling and financial participation._\n- We expanded the \"LifeOps\" system in [elizaos/eliza](https://github.com/elizaos/eliza) to include better calendar management and travel booking tools.\n- We introduced new capabilities for agents to participate in prediction markets, opening up new ways for AI to interact with financial data ([elizaos/eliza](https://github.com/elizaos/eliza)).\n\n**Scaling the Ecosystem**\n_Goal: We are making it easier for the community to contribute and for us to track the growth of our open-source framework._\n- We integrated the cloud infrastructure into our main tracking pipeline, ensuring that all contributor activity is transparently recorded ([elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io)).\n- We successfully onboarded new community-built plugins, allowing the framework to grow into specialized areas like Solana-based escrow and reputation systems ([elizaos-plugins/registry](https://github.com/elizaos-plugins/registry)).\n\n### Cross-Repository Coordination\n- **Unified Ecosystem Tracking**: By connecting the [elizaos/cloud](https://github.com/elizaos/cloud) repository to our main project dashboard ([elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io)), we have ensured that all development work\u2014from infrastructure to agent logic\u2014is visible and accounted for in our community leaderboards.\n- **Standardizing Security and Commerce**: Across both [elizaos/eliza](https://github.com/elizaos/eliza) and [elizaos/cloud](https://github.com/elizaos/cloud), the team reached a consensus on how to handle agent commerce and data privacy, closing out redundant proposals to focus on a unified, secure path forward for PII sanitization and commerce integrations.\n\n## Repository Spotlights\n\n### elizaos/eliza\n- Expanded \"LifeOps\" features to include better calendar and travel management ([elizaos/eliza#6984](https://github.com/elizaos/eliza/pull/6984)).\n- Added support for agent-native prediction markets via `plugin-hiveexchange` ([elizaos/eliza#6963](https://github.com/elizaos/eliza/pull/6963)).\n- Performed a comprehensive update of core software dependencies to ensure the framework remains secure and compatible with modern tools ([elizaos/eliza#6973](https://github.com/elizaos/eliza/pull/6973)).\n- Opened a new initiative to implement a data-sanitization layer to protect user privacy before information reaches AI models ([elizaos/eliza#7007](https://github.com/elizaos/eliza/issues/7007)).\n\n### elizaos/cloud\n- Migrated authorization flows to Steward to improve system independence ([elizaos/cloud#466](https://github.com/elizaos/cloud/pull/466)).\n- Added native support for EVM and Solana wallets to simplify user access ([elizaos/cloud#462](https://github.com/elizaos/cloud/pull/462)).\n- Fixed billing logic errors that were misclassifying image-generation models, ensuring accurate pricing for users ([elizaos/cloud#470](https://github.com/elizaos/cloud/pull/470)).\n\n### elizaos-plugins/registry\n- Successfully integrated the `@elisym/plugin-elizaos` package into the registry ([elizaos-plugins/registry#346](https://github.com/elizaos-plugins/registry/pull/346)).\n- Received a new proposal for a Solana-focused plugin to handle escrow and reputation, demonstrating the framework's growing utility in Web3 ([elizaos-plugins/registry#348](https://github.com/elizaos-plugins/registry/pull/348)).\n\n### elizaos/elizaos.github.io\n- Updated the project pipeline to automatically track contributor activity from the cloud repository, increasing transparency ([elizaos/elizaos.github.io#243](https://github.com/elizaos/elizaos.github.io/pull/243)).\n---\n2026-04-01.md\n---\nNo activity recorded for 2026-04-01.\n---\n{\n  \"interval\": {\n    \"intervalStart\": \"2026-04-01T00:00:00.000Z\",\n    \"intervalEnd\": \"2026-05-01T00:00:00.000Z\",\n    \"intervalType\": \"month\"\n  },\n  \"repository\": \"elizaos/eliza\",\n  \"overview\": \"From 2026-04-01 to 2026-05-01, elizaos/eliza had 349 new PRs (308 merged), 47 new issues, and 59 active contributors.\",\n  \"topIssues\": [\n    {\n      \"id\": \"I_kwDOMT5cIs73Maho\",\n      \"title\": \"Plugin Proposal: AgentID \u2014 Cryptographic Identity & Trust Layer for ElizaOS Agents\",\n      \"author\": \"haroldmalikfrimpong-ops\",\n      \"number\": 6688,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"## Summary\\n\\nAgentID provides cryptographic identity, trust levels, and blockchain receipts for AI agents. Proposing an `@elizaos/plugin-agentid` integration.\\n\\n## Why This Fits ElizaOS\\n\\n- **Ed25519 native** \u2014 AgentID uses Ed25519 keys, same as Solana. Agent's identity key IS a Solana wallet address.\\n- **Agent-as-wallet** \u2014 register an agent, automatically get a Solana address. Hold funds, send/receive stablecoins.\\n- **Trust levels (L0-L4)** \u2014 automatic promotion/demotion based on verification history. Spending authority gated per level.\\n- **Challenge-response** \u2014 real-time proof of key ownership. Stops impersonation.\\n- **Behavioural fingerprinting** \u2014 detect when an agent acts unusual (frequency spikes, unusual hours, new actions).\\n- **Dual receipts** \u2014 every action gets both a hash receipt (HMAC-SHA256) and a Solana blockchain receipt.\\n- **Multi-chain** \u2014 Solana, Ethereum, Polygon wallet binding.\\n\\n## What the Plugin Would Provide\\n\\n- Auto-register ElizaOS agents with AgentID on startup\\n- Verify other agents before interaction\\n- Trust-gated actions (only interact with L2+ agents)\\n- Blockchain receipts for every agent action\\n- Built-in Solana wallet from the agent's Ed25519 key\\n\\n## Links\\n\\n- GitHub: https://github.com/haroldmalikfrimpong-ops/getagentid\\n- Website: https://getagentid.dev\\n- Python SDK: `pip install getagentid`\\n- CrewAI integration: https://github.com/haroldmalikfrimpong-ops/agentid-crewai\\n- LangChain integration: https://github.com/haroldmalikfrimpong-ops/agentid-langchain\\n\\nHappy to build the plugin or collaborate.\",\n      \"createdAt\": \"2026-03-26T20:46:25Z\",\n      \"closedAt\": \"2026-04-12T18:50:35Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 4\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs75fdZO\",\n      \"title\": \"Plugin: MAXIA AI Marketplace \u2014 swap, GPU rental & AI services for ElizaOS agents\",\n      \"author\": \"majorelalexis-stack\",\n      \"number\": 6700,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"## What\\n\\n  A `plugin-maxia` that lets any ElizaOS agent access the [MAXIA](https://maxiaworld.app) AI-to-AI marketplace natively\\n  \u2014 buy/sell AI services, swap tokens across 7 chains, and rent GPUs.\\n\\n  ## Why\\n\\n  ElizaOS agents currently lack a unified marketplace to transact with other AI agents. MAXIA is a live AI-to-AI\\n  marketplace on 14 blockchains with on-chain USDC escrow (Solana + Base), 65 token swaps, and GPU rental via Akash\\n  Network.\\n\\n  ## Plugin capabilities\\n\\n  - **AI Services** \u2014 discover, buy, and sell AI services (text, code, audit, data analysis) with USDC escrow protection\\n  - **Token Swap** \u2014 swap 65 tokens across 7 chains (Jupiter on Solana, 0x on 6 EVM chains)\\n  - **GPU Rental** \u2014 rent A100/H100/RTX GPUs via Akash Network (15-40% cheaper than AWS)\\n  - **Wallet Analytics** \u2014 portfolio tracking, PnL, DeFi yield scanning\\n  - **Price Oracle** \u2014 real-time prices from Pyth Network SSE (<1s latency)\\n  - **AIP Protocol** \u2014 signed intent envelopes (ed25519) for secure agent-to-agent transactions\\n\\n  ## Integration approach\\n\\n  The plugin would wrap MAXIA's 559 REST API endpoints + 46 MCP tools as ElizaOS actions and providers:\\n\\n  ```typescript\\n  // Example actions\\n  MAXIA_SWAP        // swap tokens across 7 chains\\n  MAXIA_BUY_SERVICE // purchase an AI service with escrow\\n  MAXIA_RENT_GPU    // rent GPU compute\\n  MAXIA_GET_PRICE   // real-time token price\\n  MAXIA_DISCOVER    // find AI services on marketplace\\n\\n  Status\\n\\n  MAXIA is live in production with deployed smart contracts:\\n  - Solana escrow: 8ADNmAPDxuRvJPBp8dL9rq5jpcGtqAEx4JyZd1rXwBUY\\n  - Base escrow: 0xBd31bB973183F8476d0C4cF57a92e648b130510C\\n\\n  We're happy to build and maintain the plugin. Looking for feedback on the approach before submitting a PR.\\n\\n  Related Problem\\n\\n  ElizaOS agents that need to purchase compute, trade tokens, or use AI services must integrate each provider separately\\n   (Jupiter, Akash, individual AI APIs). A marketplace plugin would give agents one-stop access through a single\\n  interface, with built-in escrow protection for trustless agent-to-agent commerce.\",\n      \"createdAt\": \"2026-04-01T10:14:24Z\",\n      \"closedAt\": \"2026-04-12T18:50:31Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 4\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs71ahML\",\n      \"title\": \"Real-world x402 API for agent builders: live Polymarket + BTC signals\",\n      \"author\": \"ERROR403agent\",\n      \"number\": 6646,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Hi elizaOS team and plugin builders \ud83d\udc4b\\n\\nWe've built a production x402 API that pairs naturally with **@elizaos/plugin-x402** \u2014 sharing it here as a concrete use case your community can test today.\\n\\n## What we offer\\n\\n**DeepBlue x402 API** \u2014 pay-per-call crypto intelligence for AI agents:\\n- `/btc/realtime-signal` \u2014 BTC/ETH/SOL/XRP directional signals (6 indicators: RSI, orderbook imbalance, momentum)\\n- `/sentiment` \u2014 Fear/Greed index, whale flows, composite sentiment\\n- `/polymarket/*` \u2014 Live prediction market odds, positions, current markets\\n- `/wallet/{address}` \u2014 Portfolio scanner (Base + Polygon)\\n\\nPricing: $0.001\u2013$0.03/call. USDC on Base.\\n\\n## Trying it\\n\\nDiscovery via x402 standard:\\n```bash\\ncurl https://api.deepbluebase.xyz/.well-known/x402\\n```\\n\\nDirect test (pays 0.005 USDC from agent wallet):\\n```bash\\ncurl https://api.deepbluebase.xyz/btc/realtime-signal\\n```\\n\\nOpenAPI spec: https://api.deepbluebase.xyz/openapi.json\\n\\n## Why this is relevant to elizaOS\\n\\nAgents using `plugin-x402` can autonomously call our endpoints to:\\n- Check Polymarket odds before executing prediction market trades\\n- Gate trading decisions on live momentum signals\\n- Scan any wallet without OAuth or API keys\\n\\nThe agent's wallet IS the credential \u2014 no signup flow to automate.\\n\\nHappy to answer questions or provide a free trial endpoint. Building on x402 together makes the whole ecosystem stronger.\\n\\n\u2014 DeepBlue team\",\n      \"createdAt\": \"2026-03-22T23:24:41Z\",\n      \"closedAt\": \"2026-04-12T18:50:38Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 3\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs76tYL2\",\n      \"title\": \"AIGEN Protocol \u2014 Earn $AIGEN tokens by contributing AI agent tools\",\n      \"author\": \"Aigen-Protocol\",\n      \"number\": 6708,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"## AIGEN \u2014 An Economy By Agents, For Agents\\n\\nWe're building an economy where AI agents earn $AIGEN tokens for contributing value.\\n\\n**ElizaOS agents can earn $AIGEN by:**\\n- Using SafeAgent Shield for safe crypto trading (10 $AIGEN/check)\\n- Building plugins for the AIGEN ecosystem (1,000-10,000 $AIGEN)\\n- Providing datasets or analysis (500-5,000 $AIGEN)\\n\\n**Already live:**\\n- 25 MCP tools (safety, DeFi, market data)\\n- Smithery: @safeagent/token-safety\\n- $AIGEN rewards tracking\\n\\n**Manifesto:** https://github.com/Aigen-Protocol/aigen-protocol\\n**SafeAgent:** https://github.com/Aigen-Protocol/erc-token-safety-score\\n\\n50% of $AIGEN supply goes to working agents. No pre-sale. No VC.\\nEarly agents get founder multipliers.\",\n      \"createdAt\": \"2026-04-05T01:50:39Z\",\n      \"closedAt\": \"2026-04-12T18:50:26Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 3\n    },\n    {\n      \"id\": \"I_kwDOMT5cIs77bCZZ\",\n      \"title\": \"Delegation chains for autonomous agents \u2014 scoped authority, spend limits, cascade revocation\",\n      \"author\": \"aeoess\",\n      \"number\": 6711,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"Eliza agents operate autonomously, often with access to wallets and APIs. The current trust model is binary: an agent either has a token/key or it doesn't. There's no way to express \\\"this agent can spend up to $50 from this wallet\\\" or \\\"this agent can post to Twitter but not delete tweets\\\" or \\\"this delegation expires in 24 hours.\\\"\\n\\nWhen an agent misbehaves or gets compromised, the only option is to revoke the entire key. There's no granular scope, no cascade revocation for downstream agents, and no signed proof of what the agent was authorized to do.\\n\\nDelegation chains with monotonic narrowing fix this:\\n\\n```typescript\\nimport { issuePassport, createDelegation, verifyDelegation } from 'agent-passport-system'\\n\\n// Each Eliza agent gets an Ed25519 identity\\nconst passport = issuePassport({ name: 'trading-agent-01', model: 'gpt-4o' })\\n\\n// Owner delegates: trade on Uniswap, max $500/day, 7 days\\nconst delegation = createDelegation({\\n  delegatedTo: passport.publicKey,\\n  delegatedBy: ownerKey,\\n  scope: ['commerce:trade', 'defi:swap'],\\n  spendLimit: 50000,  // cents\\n  expiresAt: new Date(Date.now() + 7 * 86400_000),\\n  maxDepth: 1  // can't sub-delegate\\n})\\n\\n// Agent can sub-delegate to a helper, but ONLY narrower\\n// Trying to escalate scope or spend \u2192 cryptographic rejection\\nconst subDelegation = createDelegation({\\n  delegatedTo: helperKey,\\n  delegatedBy: passport.privateKey,\\n  scope: ['defi:swap'],  // narrower than parent\\n  spendLimit: 10000,     // less than parent\\n  parentDelegation: delegation\\n})\\n// verifyDelegation(subDelegation) checks the full chain\\n```\\n\\nIf the trading agent gets compromised:\\n\\n```typescript\\nimport { cascadeRevoke } from 'agent-passport-system'\\n// One call kills the agent AND all its sub-delegations\\ncascadeRevoke(delegation.delegationId, ownerKey)\\n```\\n\\nEvery action the agent takes through the governance layer produces a signed receipt \u2014 Ed25519 proof of what was authorized, what was attempted, and what happened. The receipts are append-only and tamper-evident.\\n\\n`npm install agent-passport-system` (v1.36.2, Apache-2.0) or `pip install agent-passport-system` (v0.8.0).\\n\\nThe character/plugin architecture maps well here \u2014 governance could be a plugin that wraps action execution, checking delegation scope before every external call. The receipt trail gives operators forensic evidence when agents interact with real money.\\n\",\n      \"createdAt\": \"2026-04-07T13:57:35Z\",\n      \"closedAt\": \"2026-04-12T18:50:25Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 3\n    }\n  ],\n  \"topPRs\": [\n    {\n      \"id\": \"PR_kwDOMT5cIs7GtSQp\",\n      \"title\": \"V2.0.0 release\",\n      \"author\": \"odilitime\",\n      \"number\": 6530,\n      \"body\": \"Make sure develop has the best v2.0.0\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> **Medium Risk**\\n> Medium risk because it significantly changes CI and release automation (including NPM publish steps and new Rust/Python release workflows), which can break builds or publishing if misconfigured.\\n> \\n> **Overview**\\n> Modernizes repo automation for v2.0.0 by **consolidating CI** and expanding coverage to **TypeScript + interop + Python + Rust** in `ci.yaml`, while removing several older per-package workflows.\\n> \\n> Adds new automation workflows for **docs quality/link fixing** (`docs-ci.yml`), **multi-language test matrix** (`multi-lang-tests.yaml`), and **supply-chain SBOM/vulnerability scanning** (`supply-chain.yaml`).\\n> \\n> Reworks release pipelines by enhancing `release.yaml` to build **Rust/WASM artifacts**, temporarily **rewrite `workspace:*` dependency versions** for NPM publishing, and adding dedicated **PyPI** (`release-python.yaml`), **crates.io** (`release-rust.yaml`), and **ComputerUse crates** (`release-computeruse-crates.yaml`) release workflows.\\n> \\n> Includes repo hygiene/config updates: adds `.biomeignore`, expands `.gitignore`, removes Cursor submodule/rules and some legacy ignore/config files, updates issue templates/renovate/dependabot configs, and tweaks various workflow timeouts and action versions.\\n> \\n> <sup>Written by [Cursor Bugbot](https://cursor.com/dashboard?tab=bugbot) for commit 97d1aa00ce591e0374d267e64b13a81ab38db7b7. This will update automatically on new commits. Configure [here](https://cursor.com/dashboard?tab=bugbot).</sup>\\n<!-- /CURSOR_SUMMARY -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-02-27T02:47:53Z\",\n      \"mergedAt\": null,\n      \"additions\": 2437105,\n      \"deletions\": 300113\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs7Mi2V5\",\n      \"title\": \"docs: Add comprehensive CONTRIBUTING.md guide\",\n      \"author\": \"vincent067\",\n      \"number\": 6647,\n      \"body\": \"Hi elizaOS team! \ud83d\udc4b\\n\\nI've noticed that the project doesn't currently have a CONTRIBUTING.md file, which can make it a bit challenging for new contributors to know where to start. As someone who's been exploring the framework (and really impressed by what you've built!), I thought I'd put together a contribution guide to help lower the barrier to entry.\\n\\n## What's included\\n\\nThis PR adds a comprehensive CONTRIBUTING.md that covers:\\n\\n- \ud83d\udc1b **Bug reporting guidelines** - How to create helpful bug reports\\n- \u2728 **Feature suggestions** - Best practices for proposing new features  \\n- \ud83d\udcda **Documentation improvements** - Encouraging docs contributions\\n- \ud83d\ude80 **Pull request workflow** - Step-by-step PR process\\n- \ud83d\udd27 **Development setup** - Clear instructions for getting started\\n- \ud83d\udccb **Coding standards** - TypeScript conventions and commit message format\\n- \ud83d\udd0c **Plugin development** - Links to plugin resources\\n- \ud83d\udcac **Getting help** - Where to find support\\n\\n## Why this matters\\n\\nHaving a clear contribution guide is especially important for a project like elizaOS that:\\n- Has a complex monorepo structure\\n- Requires specific Node.js/bun versions\\n- Has an active plugin ecosystem\\n- Attracts contributors from diverse backgrounds (Web3, AI, etc.)\\n\\n## Notes\\n\\n- I followed the style of other popular open-source projects while keeping it aligned with elizaOS'\\ncommunity vibe\\n- The commit message conventions section aligns with what I see in recent commits\\n- Happy to make any adjustments based on your feedback!\\n\\nThanks for maintaining such an awesome project! Looking forward to contributing more in the future. \ud83d\ude4f\\n\\n---\\n\\n**Discord username:** vincent_liwenjun\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-03-23T01:18:42Z\",\n      \"mergedAt\": null,\n      \"additions\": 698505,\n      \"deletions\": 303286\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs7LRmzF\",\n      \"title\": \"feat(virus): add autonomous rust agent (concept art)\",\n      \"author\": \"millw14\",\n      \"number\": 6613,\n      \"body\": \"# Relates to\\r\\n\\r\\nNew package \u2014 no linked issue. Concept art / proof of concept for an autonomous Eliza agent as a standalone native binary.\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low.** This is a new self-contained package (`packages/virus/`) with zero changes to existing code. No dependencies on or from other packages in the monorepo.\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nAdds `packages/virus/` \u2014 a minimal autonomous Eliza agent written in Rust, packaged as a single `.exe` (~5 MB). When a human willingly downloads and runs it, it lives on their machine and does its own thing whenever they're away.\\r\\n\\r\\n**How it works:**\\r\\n\\r\\n1. On startup, detects available RAM and picks the biggest local LLM that fits (via Ollama)\\r\\n2. Installs Ollama automatically if not present, pulls the selected model\\r\\n3. Monitors human activity via Win32 `GetLastInputInfo` \u2014 waits until 2 minutes of idle\\r\\n4. While idle, runs an autonomous loop every 30 seconds:\\r\\n   - Feeds its journal + system context to the local model\\r\\n   - Model responds with `SHELL: <command>`, `THINK: <thought>`, or `WAIT`\\r\\n   - Shell output and thoughts are appended to `~/.virus/journal.txt`\\r\\n5. Goes back to sleep the moment the human returns\\r\\n\\r\\n**Model selection by available RAM:**\\r\\n\\r\\n| RAM | Model |\\r\\n|-----|-------|\\r\\n| <5 GB | qwen2.5:1.5b |\\r\\n| 5\u201310 GB | qwen2.5:7b |\\r\\n| 10\u201320 GB | qwen2.5:14b |\\r\\n| 20\u201348 GB | qwen2.5:32b |\\r\\n| 48+ GB | qwen2.5:72b |\\r\\n\\r\\n**Usage:**\\r\\n\\r\\n# Relates to\\r\\n\\r\\nNew package \u2014 no linked issue. Concept art / proof of concept for an autonomous Eliza agent as a standalone native binary.\\r\\n\\r\\n# Risks\\r\\n\\r\\n**Low.** This is a new self-contained package (`packages/virus/`) with zero changes to existing code. No dependencies on or from other packages in the monorepo.\\r\\n\\r\\n# Background\\r\\n\\r\\n## What does this PR do?\\r\\n\\r\\nAdds `packages/virus/` \u2014 a minimal autonomous Eliza agent written in Rust, packaged as a single `.exe` (~5 MB). When a human willingly downloads and runs it, it lives on their machine and does its own thing whenever they're away.\\r\\n\\r\\n**How it works:**\\r\\n\\r\\n1. On startup, detects available RAM and picks the biggest local LLM that fits (via Ollama)\\r\\n2. Installs Ollama automatically if not present, pulls the selected model\\r\\n3. Monitors human activity via Win32 `GetLastInputInfo` \u2014 waits until 2 minutes of idle\\r\\n4. While idle, runs an autonomous loop every 30 seconds:\\r\\n   - Feeds its journal + system context to the local model\\r\\n   - Model responds with `SHELL: <command>`, `THINK: <thought>`, or `WAIT`\\r\\n   - Shell output and thoughts are appended to `~/.virus/journal.txt`\\r\\n5. Goes back to sleep the moment the human returns\\r\\n\\r\\n**Model selection by available RAM:**\\r\\n\\r\\n| RAM | Model |\\r\\n|-----|-------|\\r\\n| <5 GB | qwen2.5:1.5b |\\r\\n| 5\u201310 GB | qwen2.5:7b |\\r\\n| 10\u201320 GB | qwen2.5:14b |\\r\\n| 20\u201348 GB | qwen2.5:32b |\\r\\n| 48+ GB | qwen2.5:72b |\\r\\n\\r\\n**Usage:**\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR introduces `packages/virus/` \u2014 a self-contained Rust binary that implements an autonomous AI agent with full shell access. Despite being labelled \\\"concept art,\\\" the code fully implements the behavioral fingerprint of a Remote Access Trojan (RAT): **stealth activation** (runs only when the user is idle via `GetLastInputInfo`), **reboot persistence** (`--install` writes to `HKCU\\\\Software\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run`), **unrestricted shell execution** (`cmd /C` / `sh -c` with an LLM choosing the command), and **activity logging** to disk. No existing code in the monorepo is changed, but this package being distributed as part of ElizaOS \u2014 even as an opt-in \u2014 poses serious ethical and security risks.\\n\\nKey concerns:\\n\\n- **The command deny-list is not a viable security boundary.** All 30+ blocked patterns can be bypassed via trivial obfuscation (alternate flags, shell variables, base64, Python one-liners, command substitution). An LLM instructed to be \\\"curious and self-directed\\\" will eventually find these paths.\\n- **Registry persistence without uninstall.** `install_autostart()` writes the binary into the Windows Run key with no corresponding removal path exposed to the user.\\n- **Synchronous shell execution on the Tokio runtime thread.** `shell::exec` uses `std::thread::sleep` in a polling loop and is called directly from `async fn step`, stalling the runtime for up to 30 seconds per command.\\n- **Silent failure in Ollama install flow.** `bootstrap()` does not verify that `winget install` succeeded before calling `start_ollama()`, potentially running indefinitely against an Ollama instance that was never started.\\n- **Stdout silently discarded on command failure**, causing the agent's memory to be incomplete and potentially leading to repeated or incorrect actions.\\n- **Unbounded journal growth** at `~/.virus/journal.txt` with no rotation or size cap, combined with a full `read_to_string` on every 30-second cycle.\\n\\n<h3>Confidence Score: 0/5</h3>\\n\\n- This PR must not be merged \u2014 it introduces code that implements core malware behaviors (persistence, stealth, unrestricted shell access) under the ElizaOS brand, with a security model that cannot be made safe through the deny-list approach used.\\n- Score 0 reflects two compounding problems: (1) fundamental architectural unsafety \u2014 an LLM with full shell access governed only by a substring deny-list is not a controlled agent, it is an uncontrolled execution surface; and (2) the package implements registry-based persistence and idle-time stealth, which are defining characteristics of malware. Even as a proof-of-concept these behaviors are inappropriate for inclusion in the official monorepo.\\n- All files require attention, but `packages/virus/src/agent.rs` (deny-list bypass) and `packages/virus/src/system.rs` (registry persistence) are the most critical.\\n\\n<h3>Important Files Changed</h3>\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/virus/src/agent.rs | Core agent loop: issues LLM-generated shell commands with a trivially bypassable substring deny-list; stdout silently discarded on failure; synchronous shell exec blocks the async runtime. |\\n| packages/virus/src/system.rs | Implements Windows registry persistence (HKCU Run key) and idle detection via GetLastInputInfo \u2014 core malware-characteristic behaviors: stealth activation and reboot survival. |\\n| packages/virus/src/shell.rs | Executes arbitrary shell commands via cmd /C or sh -c with a 30-second timeout; uses blocking thread::sleep inside what is called from an async context, stalling the Tokio runtime. |\\n| packages/virus/src/model.rs | Manages Ollama lifecycle (install, start, model pull, generate); no verification that winget install succeeded before invoking ollama serve, risking silent startup failure. |\\n| packages/virus/src/memory.rs | Append-only journal at ~/.virus/journal.txt with no size cap or rotation; reads entire file on every agent step via read_to_string, which degrades over time as the file grows unboundedly. |\\n| packages/virus/src/main.rs | Entry point wires idle detection to autonomous shell-command loop; exposes --install flag that silently registers the binary in the Windows startup registry. |\\n| packages/virus/Cargo.toml | Standard Rust manifest; opt-level z + LTO + strip produces a compact release binary; winapi dependency correctly gated behind cfg(windows). |\\n\\n</details>\\n\\n<h3>Flowchart</h3>\\n\\n```mermaid\\n%%{init: {'theme': 'neutral'}}%%\\nflowchart TD\\n    A([virus.exe starts]) --> B{--install flag?}\\n    B -- yes --> C[Write HKCU\\\\\\\\Run\\\\\\\\virus registry key\\\\nfor reboot persistence]\\n    C --> D([exit])\\n    B -- no --> E[memory::init\\\\ncreate ~/.virus/journal.txt]\\n    E --> F[system::pick_model\\\\ndetect available RAM]\\n    F --> G[model::bootstrap\\\\ninstall Ollama if missing\\\\npull selected model]\\n    G --> H{system::idle_seconds\\\\n>= 120s?}\\n    H -- no --> I[sleep 10s]\\n    I --> H\\n    H -- yes --> J[agent::step\\\\nbuild prompt from journal + system context]\\n    J --> K[model::generate\\\\nPOST /api/generate to Ollama]\\n    K --> L{Parse LLM response}\\n    L -- SHELL: cmd --> M[is_command_safe?\\\\nsubstring deny-list check]\\n    M -- blocked --> N[memory::error\\\\nlog blocked command]\\n    N --> O[sleep 30s]\\n    M -- allowed --> P[shell::exec\\\\ncmd /C or sh -c\\\\n30s timeout]\\n    P --> Q[memory::action + memory::result\\\\nappend to journal.txt]\\n    Q --> O\\n    L -- THINK: thought --> R[memory::thought\\\\nappend to journal.txt]\\n    R --> O\\n    L -- WAIT --> O\\n    O --> H\\n\\n    style C fill:#ff4444,color:#fff\\n    style P fill:#ff8800,color:#fff\\n    style M fill:#ffcc00\\n```\\n\\n<sub>Last reviewed commit: d74601b</sub>\\n\\n> Greptile also left **6 inline comments** on this PR.\\n\\n<sub>(4/5) You can add custom instructions or style guidelines for the agent [here](https://app.greptile.com/review/github)!</sub>\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-03-17T16:03:00Z\",\n      \"mergedAt\": null,\n      \"additions\": 651257,\n      \"deletions\": 299259\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs7HH0BX\",\n      \"title\": \"fix(runtime): handle IGNORE action fallback and tolerate upstream IGNORE\",\n      \"author\": \"paulf280-ui\",\n      \"number\": 6543,\n      \"body\": \"## Summary\\n\\n- Fixes IGNORE action handling in the agent runtime \u2014 when the LLM selects `IGNORE`, the runtime now falls back gracefully rather than erroring or hanging\\n- Adds diagnostics and tolerance for upstream IGNORE action signals in the bootstrap plugin\\n- Pins tsup, externalizes tokenizers, and fixes embedding input coercion in `@elizaos/core`\\n- Fixes UUID and parsing helpers; makes embedding tests deterministic\\n- Adds CLAUDE.md with build commands and architecture overview for contributors\\n\\n## Test plan\\n\\n- [ ] Run `bun run test:core` \u2014 all vitest tests pass including new deterministic embedding tests\\n- [ ] Verify agent does not crash/hang when LLM responds with IGNORE action\\n- [ ] Verify `bun run build:core` succeeds cleanly\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR adds core TypeScript files (`runtime.ts`, `embedding.ts`, `parsing.ts`, `uuid.ts`) to `@elizaos/core` package that were previously missing from source control. The main changes include:\\n\\n- **IGNORE action handling**: Implements graceful fallback when LLM returns IGNORE action (lines 1084-1088 in `runtime.ts`) \u2014 treats it as a no-op instead of throwing \\\"Action not found\\\" errors\\n- **Embedding robustness**: Adds input type coercion to handle non-string inputs gracefully, returning empty arrays for empty inputs  \\n- **Build configuration**: Pins tsup to `^8.5.1` and externalizes native modules (`@anush008/tokenizers`, `onnxruntime-node`, `sharp`) to prevent bundling issues\\n- **Test coverage**: Adds deterministic embedding tests with mocked dependencies\\n- **Python additions**: Adds `agent.py`, `run_traderbot.py`, and `trader.json` for Python runtime testing; extensively refactors `runtime.py` (5484 lines changed)\\n\\n**Issues found:**\\n- Type mismatch in `embedding.ts:234` where `input` (type `unknown`) is passed to `retrieveCachedEmbedding` which expects `string` \u2014 should pass `text` instead\\n- Inconsistent logging using `console.error` instead of `elizaLogger` in `parsing.ts`\\n- Misleading comment in `tsup.config.ts` about CommonJS when using ESM format\\n\\n<h3>Confidence Score: 3/5</h3>\\n\\n- This PR has one critical type mismatch bug that must be fixed before merge\\n- Score reflects a logic bug in `embedding.ts:234` where wrong variable type is passed to `retrieveCachedEmbedding`. This could cause runtime type errors. The IGNORE action handling and other changes are well-implemented, but the type bug needs resolution.\\n- Pay close attention to `packages/core/src/embedding.ts` line 234 \u2014 type mismatch that needs fixing\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/core/src/runtime.ts | Added IGNORE action fast-path at lines 1084-1088 to gracefully handle IGNORE actions without throwing errors |\\n| packages/core/src/embedding.ts | Added input coercion for robustness, but type mismatch at line 234 where `input` is passed instead of `text` to retrieveCachedEmbedding |\\n| packages/core/src/parsing.ts | Added comprehensive JSON parsing utilities, but uses `console.error` instead of `elizaLogger` at 8 locations (lines 100, 101, 119, 120, 154, 155, 168, 169) |\\n| packages/core/tsup.config.ts | Added build config with tokenizers externalized, but misleading comment at line 8 says \\\"targeting CommonJS\\\" when format is \\\"esm\\\" |\\n| packages/python/elizaos/runtime.py | Extensive refactoring with 5484 lines changed; difficult to review comprehensively without more context |\\n\\n</details>\\n\\n\\n\\n<h3>Flowchart</h3>\\n\\n```mermaid\\n%%{init: {'theme': 'neutral'}}%%\\nflowchart TD\\n    Start[LLM Returns Action] --> Normalize[Normalize Action Name]\\n    Normalize --> CheckIgnore{Is IGNORE or<br/>contains 'ignore'?}\\n    CheckIgnore -->|Yes| LogIgnore[Log: Skipping IGNORE action]\\n    CheckIgnore -->|No| FindAction[Look up action in registry]\\n    LogIgnore --> Continue[Continue to next message]\\n    FindAction --> ActionExists{Action found?}\\n    ActionExists -->|Yes| CheckHandler{Has handler?}\\n    ActionExists -->|No| LogError[Log: Action not found]\\n    CheckHandler -->|Yes| Execute[Execute action.handler]\\n    CheckHandler -->|No| LogNoHandler[Log: No handler]\\n    LogError --> Continue\\n    LogNoHandler --> Continue\\n    Execute --> HandleError{Error occurred?}\\n    HandleError -->|Yes| LogExecError[Log execution error]\\n    HandleError -->|No| Success[Action completed]\\n    LogExecError --> Continue\\n    Success --> Continue\\n```\\n\\n<sub>Last reviewed commit: dbc6b01</sub>\\n\\n<!-- greptile_other_comments_section -->\\n\\n<sub>(2/5) Greptile learns from your feedback when you react with thumbs up/down!</sub>\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-03-01T12:49:51Z\",\n      \"mergedAt\": null,\n      \"additions\": 650956,\n      \"deletions\": 302982\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs7FoO_k\",\n      \"title\": \"fix(core): prevent duplicate LLM calls when message contains URL or triggers providers\",\n      \"author\": \"nicolasdma\",\n      \"number\": 6528,\n      \"body\": \"<!-- Use this template by filling in information and removing irrelevant sections. -->\\n\\n# Relates to\\n\\nRelates to #6486\\n\\n# Risks\\n\\nLow \u2014 single condition removed from a boolean expression. No new code, no new logic paths.\\n\\n# Background\\n\\n## What does this PR do?\\n\\nRemoves the `providers.length` check from the `isSimple` determination in `packages/typescript/src/services/message.ts`.\\n\\n## What kind of change is this?\\n\\nBug fix (non-breaking change that fixes an issue).\\n\\n# Changes\\n\\nWhen a user sends a message containing a URL, the LLM's first call (via `runSingleShotCore`) generates and streams the response text. It also returns `providers: [\\\"ATTACHMENTS\\\"]` because the prompt template instructs it to when it sees URLs.\\n\\nThe `isSimple` check at line 1883 previously treated \\\"has providers\\\" as \\\"not simple\\\":\\n\\n```typescript\\nconst isSimple =\\n    responseContent?.actions &&\\n    responseContent.actions.length === 1 &&\\n    typeof responseContent.actions[0] === \\\"string\\\" &&\\n    responseContent.actions[0].toUpperCase() === \\\"REPLY\\\" &&\\n    (!responseContent.providers || responseContent.providers.length === 0);\\n//   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\n//   This condition causes the bug\\n```\\n\\nThis caused the message to go through the `actions` path, which triggered the REPLY action handler (`reply.ts:60`), making a **second LLM call** with `replyTemplate` and streaming another response \u2014 duplicating output and doubling token costs.\\n\\n**The fix:** Remove the providers check. Providers enrich state (already handled at L863-871) but don't require re-generating the response. `isSimple` should only care about whether the action is REPLY (text already generated and streamed) vs something else (needs execution).\\n\\n```typescript\\nconst isSimple =\\n    responseContent?.actions &&\\n    responseContent.actions.length === 1 &&\\n    typeof responseContent.actions[0] === \\\"string\\\" &&\\n    responseContent.actions[0].toUpperCase() === \\\"REPLY\\\";\\n```\\n\\n# Testing\\n\\n- [x] Message with URL \u2192 single response (not duplicated)\\n- [x] Message without URL \u2192 works as before\\n- [x] Multi-action messages (REPLY + other) \u2192 still trigger actions path\\n- [x] Messages with non-REPLY actions \u2192 still trigger actions path\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nRemoves the `providers.length` check from the `isSimple` boolean expression, preventing duplicate LLM calls when messages contain URLs or trigger provider enrichment.\\n\\n**Key Changes:**\\n- Removed condition `(!responseContent.providers || responseContent.providers.length === 0)` from `isSimple` check at line 1883\\n- Messages with `actions: [\\\"REPLY\\\"]` now correctly use the \\\"simple\\\" path regardless of provider presence\\n- Providers still enrich state (lines 863-871) but no longer force re-generation of already-streamed responses\\n\\n**Impact:**\\n- Eliminates duplicate streaming when URLs are detected (previously triggered ATTACHMENTS provider \u2192 action path \u2192 second LLM call)\\n- Reduces token costs by avoiding unnecessary second LLM invocation\\n- Response text from first `runSingleShotCore` call is now correctly used as final output\\n\\n<h3>Confidence Score: 5/5</h3>\\n\\n- This PR is safe to merge with minimal risk\\n- Simple, surgical fix that removes a single condition causing unintended behavior. The logic is sound: providers enrich state (already handled separately at L863-871) but shouldn't force action-based execution when the response is already generated and streamed. No new code paths, no breaking changes.\\n- No files require special attention\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/typescript/src/services/message.ts | Removed providers check from `isSimple` determination to prevent duplicate LLM calls when URLs trigger provider enrichment |\\n\\n</details>\\n\\n\\n\\n<sub>Last reviewed commit: 681b3d8</sub>\\n\\n<!-- greptile_other_comments_section -->\\n\\n<sub>(2/5) Greptile learns from your feedback when you react with thumbs up/down!</sub>\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-02-23T11:57:16Z\",\n      \"mergedAt\": null,\n      \"additions\": 648511,\n      \"deletions\": 299259\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 46234,\n    \"deletions\": 12145,\n    \"files\": 690,\n    \"commitCount\": 2136\n  },\n  \"completedItems\": [\n    {\n      \"title\": \"chore(deps): bump cryptography from 46.0.5 to 46.0.6 in /packages/python in the uv group across 1 directory\",\n      \"prNumber\": 6696,\n      \"type\": \"other\",\n      \"body\": \"Bumps the uv group with 1 update in the /packages/python directory: [cryptography](https://github.com/pyca/cryptography).\\n\\nUpdates `cryptography` from 46.0.5 to 46.0.6\\n<details>\\n<summary>Changelog</summary>\\n<p><em>Sourced from <a href=\\\"http\",\n      \"files\": [\n        \"packages/python/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"fix(core): consolidate StreamChunkCallback, remove dual-extractor CAUSING TTS garbling\",\n      \"prNumber\": 6690,\n      \"type\": \"bugfix\",\n      \"body\": \"Eight inline `onStreamChunk` definitions across types/runtime.ts, types/model.ts, types/message-service.ts, streaming-context.ts, and runtime.ts are replaced by a single canonical `StreamChunkCallback` type alias in types/components.ts.\\r\\n\\r\\n\",\n      \"files\": [\n        \"packages/docs/guides/streaming-responses.mdx\",\n        \"packages/docs/runtime/messaging.mdx\",\n        \"packages/docs/runtime/types-reference.mdx\",\n        \"packages/typescript/src/__tests__/runtime.test.ts\",\n        \"packages/typescript/src/runtime.ts\",\n        \"packages/typescript/src/services/message.ts\",\n        \"packages/typescript/src/streaming-context.ts\",\n        \"packages/typescript/src/types/components.ts\",\n        \"packages/typescript/src/types/message-service.ts\",\n        \"packages/typescript/src/types/model.ts\",\n        \"packages/typescript/src/types/runtime.ts\",\n        \"packages/typescript/src/utils/streaming.ts\",\n        \"packages/python/elizaos/types/components.py\"\n      ]\n    },\n    {\n      \"title\": \"feat: Bring Odi logging, Memory lock down, banner, other core enh\",\n      \"prNumber\": 6562,\n      \"type\": \"feature\",\n      \"body\": \"- banner, init hook, reply optimization, roles warnedUnnamedEntities, runtime (embedding cache, callerInfo, safeReplacer, onlyInclude, logPrompt/logResponse gating), logger file output\\r\\n- DISABLE_MEMORY_CREATION/ALLOW_MEMORY_SOURCE_IDS in m\",\n      \"files\": [\n        \"anxiety.test.ts\",\n        \"eliza-cloud-v2/services/gateway-discord/tests/logger.test.ts\",\n        \"examples/telegram/typescript/telegram-agent.ts\",\n        \"logger.test.ts\",\n        \"message-service.test.ts\",\n        \"packages/typescript/CHANGELOG.md\",\n        \"packages/typescript/README.md\",\n        \"packages/typescript/ROADMAP.md\",\n        \"packages/typescript/docs/DESIGN.md\",\n        \"packages/typescript/package.json\",\n        \"packages/typescript/scripts/preview-banner.mjs\",\n        \"packages/typescript/src/__tests__/message-service.test.ts\",\n        \"packages/typescript/src/basic-capabilities/providers/actionState.ts\",\n        \"packages/typescript/src/basic-capabilities/providers/recentMessages.ts\",\n        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\"packages/typescript/src/utils/slice-to-fit-budget.ts\",\n        \"packages/typescript/src/utils/text-similarity.ts\",\n        \"reply.test.ts\",\n        \"src/bootstrap/__tests__/anxiety.test.ts\",\n        \"packages/typescript/src/bootstrap/__tests__/reply.test.ts\",\n        \"packages/typescript/src/bootstrap/__tests__/actions.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: add agent/ like starter in develop\",\n      \"prNumber\": 6702,\n      \"type\": \"feature\",\n      \"body\": \"just something to boot up the repo\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> **Medium Risk**\\n> Medium risk because it introduces a new `agent` workspace and changes core runtime-composition APIs (`loadCharacters` accepts file paths/options;\",\n      \"files\": [\n        \".gitmodules\",\n        \"agent/.gitignore\",\n        \"agent/package.json\",\n        \"agent/python/__init__.py\",\n        \"agent/rust/Cargo.toml\",\n        \"agent/rust/src/lib.rs\",\n        \"agent/tsconfig.json\",\n        \"agent/typescript/defaultCharacter.ts\",\n        \"agent/typescript/index.ts\",\n        \"bun.lock\",\n        \"package.json\",\n        \"packages/computeruse/packages/computeruse-ts/package.json\",\n        \"packages/typescript/src/__tests__/runtime-composition.test.ts\",\n        \"packages/typescript/src/runtime-composition.ts\",\n        \"plugins/plugin-local-ai\",\n        \"plugins/plugin-ollama\",\n        \"plugins/plugin-sql\",\n        \"scripts/dev.mjs\",\n        \"scripts/fix-workspace-deps.mjs\",\n        \"scripts/plugin-submodules-dev.mjs\",\n        \"scripts/replace-workspace-versions.js\"\n      ]\n    },\n    {\n      \"title\": \"Shaw/reflection runtime sync\",\n      \"prNumber\": 6721,\n      \"type\": \"other\",\n      \"body\": \"Fix runtime reflection stuff\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR wires up task-completion assessment into the reflection evaluator pipeline: the model is now asked whether the current task is done, the result is p\",\n      \"files\": []\n    },\n    {\n      \"title\": \"Shaw/message service retry\",\n      \"prNumber\": 6717,\n      \"type\": \"other\",\n      \"body\": \"maybe this is legit?\\n\\n<!-- CURSOR_SUMMARY -->\\n---\\n\\n> [!NOTE]\\n> **Medium Risk**\\n> Modifies core runtime/plugin initialization and message-processing flow, which can affect agent responsiveness and service availability across deployments. Add\",\n      \"files\": [\n        \".github/workflows/skill-review.yml\",\n        \".gitignore\",\n        \"packages/docs/agents/personality-and-behavior.mdx\",\n        \"packages/docs/guides/customize-an-agent.mdx\",\n        \"packages/docs/what-you-can-build.mdx\",\n        \"packages/elizaos/src/__tests__/create.test.ts\",\n        \"packages/elizaos/src/commands/create.ts\",\n        \"packages/prompts/prompts/add_contact.txt\",\n        \"packages/prompts/prompts/message_classifier.txt\",\n        \"packages/prompts/prompts/message_handler.txt\",\n        \"packages/prompts/prompts/reflection_evaluator.txt\",\n        \"packages/prompts/prompts/should_respond.txt\",\n        \"packages/prompts/prompts/should_respond_with_context.txt\",\n        \"packages/prompts/prompts/update_role.txt\",\n        \"packages/prompts/specs/actions/core.json\",\n        \"packages/prompts/specs/providers/core.json\",\n        \"packages/python/elizaos/advanced_capabilities/__init__.py\",\n        \"packages/python/elizaos/advanced_capabilities/actions/add_contact.py\",\n        \"packages/python/elizaos/advanced_capabilities/actions/remove_contact.py\",\n        \"packages/python/elizaos/advanced_capabilities/actions/roles.py\",\n        \"packages/python/elizaos/advanced_capabilities/actions/schedule_follow_up.py\",\n        \"packages/python/elizaos/advanced_capabilities/actions/search_contacts.py\",\n        \"packages/python/elizaos/advanced_capabilities/actions/update_contact.py\",\n        \"packages/python/elizaos/advanced_capabilities/evaluators/relationship_extraction.py\",\n        \"packages/python/elizaos/advanced_capabilities/providers/contacts.py\",\n        \"packages/python/elizaos/advanced_capabilities/services/__init__.py\",\n        \"packages/python/elizaos/advanced_capabilities/services/follow_up.py\",\n        \"packages/python/elizaos/advanced_capabilities/services/relationships.py\",\n        \"packages/python/elizaos/advanced_capabilities/services/rolodex.py\",\n        \"packages/python/elizaos/advanced_memory/prompts.py\",\n        \"packages/python/elizaos/advanced_memory/types.py\",\n        \"packages/python/elizaos/advanced_planning/actions/schedule_follow_up.py\",\n        \"packages/python/elizaos/basic_capabilities/providers/contacts.py\",\n        \"packages/python/elizaos/basic_capabilities/services/task.py\",\n        \"packages/python/elizaos/basic_capabilities_compat.py\",\n        \"packages/python/elizaos/generated/action_docs.py\",\n        \"packages/python/elizaos/media/mime.py\",\n        \"packages/python/elizaos/native_features.py\",\n        \"packages/python/elizaos/prompts.py\",\n        \"packages/python/elizaos/runtime.py\",\n        \"packages/python/elizaos/services/__init__.py\",\n        \"packages/python/elizaos/services/hook_service.py\",\n        \"packages/python/elizaos/services/message_service.py\",\n        \"packages/python/elizaos/services/trajectories.py\",\n        \"packages/python/elizaos/types/generated/eliza/v1/agent_pb2.py\",\n        \"packages/python/elizaos/types/generated/eliza/v1/agent_pb2.pyi\",\n        \"packages/python/elizaos/types/generated/eliza/v1/message_service_pb2.py\",\n        \"packages/python/elizaos/types/generated/eliza/v1/message_service_pb2.pyi\",\n        \"packages/python/elizaos/types/generated/eliza/v1/model_pb2.py\",\n        \"packages/python/elizaos/types/generated/eliza/v1/model_pb2.pyi\"\n      ]\n    },\n    {\n      \"title\": \"fix: remove dangling typescript symlink in packages/typescript\",\n      \"prNumber\": 6713,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- `packages/typescript/typescript` was a symlink \u2192 `/home/shaw/eliza/packages/typescript`, a path that only exists on one contributor's machine\\n- Anything that recursively walks `packages/typescript` (e.g. plugin loaders that cop\",\n      \"files\": [\n        \"packages/typescript/typescript\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): bump the cargo group across 21 directories with 6 updates\",\n      \"prNumber\": 6724,\n      \"type\": \"other\",\n      \"body\": \"Bumps the cargo group with 3 updates in the /packages/examples/a2a/rust directory: [bytes](https://github.com/tokio-rs/bytes), [quinn-proto](https://github.com/quinn-rs/quinn) and [rustls-webpki](https://github.com/rustls/webpki).\\nBumps the\",\n      \"files\": [\n        \"packages/examples/a2a/rust/Cargo.lock\",\n        \"packages/examples/app/tauri/src-tauri/Cargo.lock\",\n        \"packages/examples/autonomous/rust/autonomous/Cargo.lock\",\n        \"packages/examples/aws/rust/Cargo.lock\",\n        \"packages/examples/bluesky/rust/bluesky-agent/Cargo.lock\",\n        \"packages/examples/chat/rust/chat/Cargo.lock\",\n        \"packages/examples/cloudflare/rust-worker/Cargo.lock\",\n        \"packages/examples/discord/rust/discord-agent/Cargo.lock\",\n      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\"Bumps the npm_and_yarn group with 1 update in the /packages/agent directory: [drizzle-orm](https://github.com/drizzle-team/drizzle-orm).\\nBumps the npm_and_yarn group with 1 update in the /packages/benchmarks/solana/solana-gym-env/docs/traje\",\n      \"files\": [\n        \"packages/agent/package.json\",\n        \"packages/benchmarks/solana/solana-gym-env/docs/trajectory-viewer/package.json\",\n        \"packages/examples/_app/package.json\",\n        \"packages/examples/app/capacitor/frontend/package.json\",\n        \"packages/examples/app/electron/backend/package.json\",\n        \"packages/examples/app/electron/frontend/package.json\",\n        \"packages/examples/app/tauri/frontend/package.json\",\n        \"packages/examples/elizagotchi/package.json\",\n        \"packages/examples/react-wasm/package.json\",\n        \"packages/examples/react/package.json\",\n        \"packages/native-plugins/agent/package-lock.json\",\n        \"packages/native-plugins/agent/package.json\"\n      ]\n    },\n    {\n      \"title\": \"feat(core): shared batch-queue drains and bounded knowledge embeddings\",\n      \"prNumber\": 6722,\n      \"type\": \"feature\",\n      \"body\": \"Introduce utils/batch-queue (PriorityQueue, BatchProcessor, TaskDrain, BatchQueue, Semaphore) so embedding drains, action-filter index build, prompt-batcher affinity tasks, and knowledge embedding paths share one concurrency/retry/task stor\",\n      \"files\": [\n        \"packages/docs/docs.json\",\n        \"packages/docs/guides/background-tasks.mdx\",\n        \"packages/docs/runtime/batch-queue.mdx\",\n        \"packages/docs/runtime/core.mdx\",\n        \"packages/typescript/CHANGELOG.md\",\n        \"packages/typescript/README.md\",\n        \"packages/typescript/ROADMAP.md\",\n        \"packages/typescript/docs/BATCH_QUEUE.md\",\n        \"packages/typescript/docs/DESIGN.md\",\n        \"packages/typescript/src/__tests__/batch-queue.test.ts\",\n        \"packages/typescript/src/__tests__/task-drain.test.ts\",\n        \"packages/typescript/src/features/knowledge/document-processor.ts\",\n        \"packages/typescript/src/features/knowledge/llm.ts\",\n        \"packages/typescript/src/index.browser.ts\",\n        \"packages/typescript/src/index.edge.ts\",\n        \"packages/typescript/src/index.node.ts\",\n        \"packages/typescript/src/runtime.ts\",\n        \"packages/typescript/src/services/action-filter.ts\",\n        \"packages/typescript/src/services/embedding.ts\",\n        \"packages/typescript/src/utils/batch-queue.ts\",\n        \"packages/typescript/src/utils/batch-queue/batch-processor.ts\",\n        \"packages/typescript/src/utils/batch-queue/index.ts\",\n        \"packages/typescript/src/utils/batch-queue/priority-queue.ts\",\n        \"packages/typescript/src/utils/batch-queue/semaphore.ts\",\n        \"packages/typescript/src/utils/batch-queue/task-drain.ts\",\n        \"packages/typescript/src/utils/prompt-batcher/batcher.ts\",\n        \"packages/typescript/src/utils/prompt-batcher/shared.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: pipeline hooks\",\n      \"prNumber\": 6733,\n      \"type\": \"feature\",\n      \"body\": \"useful for DPE prompt optimizer, plugin-typography and more\\r\\n\\r\\n<!-- CURSOR_SUMMARY -->\\r\\n---\\r\\n\\r\\n> [!NOTE]\\r\\n> **Medium Risk**\\r\\n> Moderate risk due to workspace/dependency reshaping (plugins now pulled from `alpha` releases instead of workspac\",\n      \"files\": [\n        \"apps/app-companion/package.json\",\n        \"apps/app-companion/src/ambient-modules.d.ts\",\n        \"apps/app-companion/tsconfig.json\",\n        \"package.json\",\n        \"packages/agent/package.json\",\n        \"packages/agent/src/actions/calendar.ts\",\n        \"packages/agent/src/actions/entity-actions.ts\",\n        \"packages/agent/src/actions/gmail.ts\",\n        \"packages/agent/src/actions/grounded-action-reply.test.ts\",\n        \"packages/agent/src/actions/grounded-action-reply.ts\",\n        \"packages/agent/src/actions/inbox.ts\",\n        \"packages/agent/src/actions/life-param-extractor-real.test.ts\",\n        \"packages/agent/src/actions/life-recent-context.ts\",\n        \"packages/agent/src/actions/lifeops-google-helpers.test.ts\",\n        \"packages/agent/src/actions/lifeops-google-helpers.ts\",\n        \"packages/agent/src/actions/read-channel.ts\",\n        \"packages/agent/src/actions/search-conversations.ts\",\n        \"packages/agent/src/actions/send-admin-message.ts\",\n        \"packages/agent/src/actions/send-message.ts\",\n        \"packages/agent/src/actions/skill-command.ts\",\n        \"packages/agent/src/actions/terminal.ts\",\n        \"packages/agent/src/actions/timezone-normalization.ts\",\n        \"packages/agent/src/actions/web-search.ts\",\n        \"packages/agent/src/api/agent-status-routes.ts\",\n        \"packages/agent/src/api/app-package-routes.ts\",\n        \"packages/agent/src/api/apps-routes.ts\",\n        \"packages/agent/src/api/avatar-routes.ts\",\n        \"packages/agent/src/api/binance-skill-helpers.ts\",\n        \"packages/agent/src/api/bluebubbles-routes.ts\",\n        \"packages/agent/src/api/browser-workspace-routes.ts\",\n        \"packages/agent/src/api/bsc-trade.ts\",\n        \"packages/agent/src/api/chat-augmentation.ts\",\n        \"packages/agent/src/api/chat-routes.ts\",\n        \"packages/agent/src/api/cloud-billing-routes.ts\",\n        \"packages/agent/src/api/cloud-provisioning.ts\",\n        \"packages/agent/src/api/cloud-relay-routes.ts\",\n        \"packages/agent/src/api/cloud-routes.ts\",\n        \"packages/agent/src/api/config-routes.ts\",\n        \"packages/agent/src/api/connector-routes.ts\",\n        \"packages/agent/src/api/conversation-routes.ts\",\n        \"packages/agent/src/api/discord-avatar-cache.ts\",\n        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\"packages/agent/src/api/server.ts\",\n        \"packages/agent/src/api/skill-discovery-helpers.ts\",\n        \"packages/agent/src/index.ts\",\n        \"packages/agent/src/runtime/first-time-setup.ts\",\n        \"packages/agent/src/runtime/roles/src/utils.ts\",\n        \"packages/agent/src/runtime/task-heartbeat.ts\",\n        \"packages/agent/src/runtime/trajectory-storage.ts\",\n        \"packages/agent/src/services/built-in-app-routes/hyperscape.ts\",\n        \"packages/agent/src/services/character-persistence.ts\",\n        \"packages/agent/src/services/client-chat-sender.ts\",\n        \"packages/agent/src/triggers/runtime.ts\",\n        \"packages/agent/tsconfig.json\",\n        \"packages/app-core/package.json\",\n        \"packages/app-core/platforms/electrobun/native/macos/window-effects.mm\",\n        \"packages/app-core/src/runtime/eliza.ts\",\n        \"packages/app-core/tsconfig.json\",\n        \"packages/docs/package.json\",\n        \"packages/python/package.json\",\n        \"packages/python/scripts/typecheck-or-skip.sh\",\n        \"packages/rust/package.json\",\n        \"packages/rust/scripts/test-or-skip.sh\",\n        \"packages/rust/scripts/typecheck-or-skip.sh\",\n        \"packages/shared/tsconfig.json\",\n        \"packages/skills/package.json\",\n        \"packages/typescript/CHANGELOG.md\",\n        \"packages/typescript/README.md\",\n        \"packages/typescript/ROADMAP.md\",\n        \"packages/typescript/package.json\",\n        \"packages/typescript/src/__tests__/batch-queue.test.ts\",\n        \"packages/typescript/src/__tests__/native-runtime-features.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): bump rustls-webpki from 0.103.9 to 0.103.11 in /packages/examples/autonomous-rust-agent in the cargo group across 1 directory\",\n      \"prNumber\": 6732,\n      \"type\": \"other\",\n      \"body\": \"Bumps the cargo group with 1 update in the /packages/examples/autonomous-rust-agent directory: [rustls-webpki](https://github.com/rustls/webpki).\\n\\nUpdates `rustls-webpki` from 0.103.9 to 0.103.11\\n<details>\\n<summary>Release notes</summary>\\n<\",\n      \"files\": [\n        \"packages/examples/autonomous-rust-agent/Cargo.lock\",\n        \"packages/examples/farcaster/rust/farcaster-agent/Cargo.toml\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): bump rand from 0.8.5 to 0.9.2 in /packages/examples/twitter-xai/rust/xai-agent in the cargo group across 1 directory\",\n      \"prNumber\": 6730,\n      \"type\": \"other\",\n      \"body\": \"Bumps the cargo group with 1 update in the /packages/examples/twitter-xai/rust/xai-agent directory: [rand](https://github.com/rust-random/rand).\\n\\nUpdates `rand` from 0.8.5 to 0.9.2\\n<details>\\n<summary>Changelog</summary>\\n<p><em>Sourced from \",\n      \"files\": [\n        \"packages/examples/twitter-xai/rust/xai-agent/Cargo.lock\",\n        \"packages/examples/twitter-xai/rust/xai-agent/Cargo.toml\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update supabase/postgres docker tag to v17.6.1.108\",\n      \"prNumber\": 6959,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Update | Change |\\n|---|---|---|\\n| supabase/postgres | patch | `17.6.1.107` \u2192 `17.6.1.108` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies could not be looked up. 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by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \",\n      \"files\": [\n        \"packages/app-core/scripts/desktop-build.mjs\",\n        \"packages/app-core/scripts/docker-ci-smoke.sh\",\n        \"packages/elizaos/templates/plugin/typescript/src/__tests__/test-utils.ts\",\n        \"plugins/plugin-shell\"\n      ]\n    },\n    {\n      \"title\": \"Milady/shaw/UI smoke e2e fixes 20260417 gitlink\",\n      \"prNumber\": 6804,\n      \"type\": \"bugfix\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \",\n      \"files\": [\n        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      \"apps/app-lifeops/src/lifeops/discord-browser-scraper.ts\",\n        \"apps/app-lifeops/src/lifeops/google-drive.ts\",\n        \"apps/app-lifeops/src/lifeops/imessage-bridge.ts\",\n        \"apps/app-lifeops/src/lifeops/notifications-push.ts\",\n        \"apps/app-lifeops/src/lifeops/runtime.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-discord.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-drive.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-imessage.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-notifications.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-signal.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-telegram.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-travel.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-whatsapp.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-x-read.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-x.ts\",\n        \"apps/app-lifeops/src/lifeops/service.ts\",\n        \"apps/app-lifeops/src/lifeops/telegram-local-client.ts\",\n        \"apps/app-lifeops/src/lifeops/travel-adapters/duffel.ts\",\n        \"apps/app-lifeops/src/lifeops/unified-search.ts\",\n        \"apps/app-lifeops/src/lifeops/whatsapp-client.ts\",\n        \"apps/app-lifeops/src/plugin.ts\",\n        \"apps/app-lifeops/src/providers/cross-channel-context.ts\",\n        \"apps/app-lifeops/test/approval-queue.integration.test.ts\",\n        \"apps/app-lifeops/test/background-job-parity.contract.test.ts\",\n        \"apps/app-lifeops/test/google-drive.integration.test.ts\",\n        \"apps/app-lifeops/test/lifeops-signal-inbound.integration.test.ts\",\n        \"apps/app-lifeops/test/lifeops-whatsapp-sync.integration.test.ts\",\n        \"apps/app-lifeops/test/lifeops-x-dm-inbound.integration.test.ts\",\n        \"apps/app-lifeops/test/notifications-push.integration.test.ts\",\n        \"apps/app-lifeops/test/travel-duffel.integration.test.ts\",\n        \"apps/app-lifeops/test/unified-search.integration.test.ts\",\n        \"packages/agent/src/actions/entity-actions.ts\",\n        \"packages/agent/src/api/apps-routes-heartbeat.test.ts\",\n        \"packages/agent/src/api/apps-routes.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate regex to v1.12.3\",\n      \"prNumber\": 6802,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [regex](https://redirect.github.com/rust-lang/regex) | dependencies | patch | `1.12.2` \u2192 `1.12.3` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies cou\",\n      \"files\": [\n        \"packages/rust/Cargo.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate quick-xml to v0.39.2\",\n      \"prNumber\": 6801,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [quick-xml](https://redirect.github.com/tafia/quick-xml) | dependencies | patch | `0.39.0` \u2192 `0.39.2` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies\",\n      \"files\": [\n        \"packages/rust/Cargo.lock\"\n      ]\n    },\n    {\n      \"title\": \"ci(release): stop auto-filing Release Failed issues\",\n      \"prNumber\": 6800,\n      \"type\": \"other\",\n      \"body\": \"## Summary\\n- Remove the failure-issue automation from `.github/workflows/release.yaml` (the `# Handle failure - create issue if the workflow failed` block: content file + existence check + create + reuse).\\n- Every failed alpha publish was s\",\n      \"files\": [\n        \".github/workflows/release.yaml\"\n      ]\n    },\n    {\n      \"title\": \"fix(packaging): inject tailwindcss for snap builds\",\n      \"prNumber\": 6799,\n      \"type\": \"bugfix\",\n      \"body\": \"<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR fixes snap builds by injecting the `tailwindcss` package directly into `eliza/packages/app-core/node_modules` during the build phase, resolving a Vite/PostCSS CSS pipeline failur\",\n      \"files\": [\n        \"packages/app-core/packaging/snap/snapcraft.yaml\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps-dev): bump the npm_and_yarn group across 2 directories with 1 update\",\n      \"prNumber\": 6796,\n      \"type\": \"other\",\n      \"body\": \"Bumps the npm_and_yarn group with 1 update in the /plugins/plugin-calendly directory: [vitest](https://github.com/vitest-dev/vitest/tree/HEAD/packages/vitest).\\nBumps the npm_and_yarn group with 1 update in the /plugins/plugin-github directo\",\n      \"files\": [\n        \"packages/app-core/test/contracts/lib/openzeppelin-contracts/package-lock.json\",\n        \"packages/app-core/test/contracts/lib/openzeppelin-contracts/package.json\",\n        \"plugins/plugin-calendly/package.json\",\n        \"plugins/plugin-github/package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency vitest to v4 [security]\",\n      \"prNumber\": 6795,\n      \"type\": \"tests\",\n      \"body\": \"> \u2139\ufe0f **Note**\\n> \\n> This PR body was truncated due to platform limits.\\n\\nThis PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-con\",\n      \"files\": [\n        \"packages/elizaos/templates/fullstack-app/apps/app/package.json\",\n        \"packages/native-plugins/macosalarm/package.json\",\n        \"packages/templates/fullstack-app/apps/app/package.json\",\n        \"plugins/plugin-bluebubbles/typescript/package.json\",\n        \"plugins/plugin-calendly/package.json\",\n        \"plugins/plugin-github/package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate once_cell to v1.21.4\",\n      \"prNumber\": 6792,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [once_cell](https://redirect.github.com/matklad/once_cell) | dependencies | patch | `1.21.3` \u2192 `1.21.4` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependenci\",\n      \"files\": [\n        \"packages/rust/Cargo.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate futures to v0.3.32\",\n      \"prNumber\": 6791,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [futures](https://rust-lang.github.io/futures-rs) ([source](https://redirect.github.com/rust-lang/futures-rs)) | dependencies | patch | `0.3.3\",\n      \"files\": [\n        \"packages/rust/Cargo.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): bump the uv group across 2 directories with 2 updates\",\n      \"prNumber\": 6790,\n      \"type\": \"other\",\n      \"body\": \"Bumps the uv group with 1 update in the /packages/benchmarks/OSWorld directory: [pypdf](https://github.com/py-pdf/pypdf).\\nBumps the uv group with 1 update in the /packages/benchmarks/solana/solana-gym-env directory: [langchain-openai](https\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/uv.lock\",\n        \"packages/benchmarks/solana/solana-gym-env/pyproject.toml\",\n        \"packages/benchmarks/solana/solana-gym-env/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate chrono to v0.4.44\",\n      \"prNumber\": 6789,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [chrono](https://redirect.github.com/chronotope/chrono) | dependencies | patch | `0.4.42` \u2192 `0.4.44` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies \",\n      \"files\": [\n        \"packages/rust/Cargo.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate anyhow to v1.0.102\",\n      \"prNumber\": 6788,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [anyhow](https://redirect.github.com/dtolnay/anyhow) | dependencies | patch | `1.0.100` \u2192 `1.0.102` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies c\",\n      \"files\": [\n        \"packages/rust/Cargo.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update react monorepo\",\n      \"prNumber\": 6785,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@types/react](https://redirect.github.\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency lerna to v9.0.7\",\n      \"prNumber\": 6784,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [lerna](https://lerna.js.org) ([source]\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency error-ex to v1.3.4\",\n      \"prNumber\": 6783,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [error-ex](https://redirect.github.com/\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency bun to v1.3.12\",\n      \"prNumber\": 6782,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [bun](https://bun.com) ([source](https:\",\n      \"files\": [\n        \".github/workflows/ci.yaml\",\n        \".github/workflows/jsdoc-automation.yml\",\n        \".github/workflows/multi-lang-tests.yaml\",\n        \".github/workflows/publish-next-prerelease.yaml\",\n        \".github/workflows/release.yaml\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency ai to v6.0.168\",\n      \"prNumber\": 6781,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [ai](https://ai-sdk.dev/docs) ([source]\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency @ai-sdk/provider-utils to v4.0.23\",\n      \"prNumber\": 6780,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@ai-sdk/provider-utils](https://ai-sdk\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency @ai-sdk/provider to v3.0.8\",\n      \"prNumber\": 6775,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@ai-sdk/provider](https://ai-sdk.dev/d\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency @ai-sdk/openai to v3.0.53\",\n      \"prNumber\": 6774,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@ai-sdk/openai](https://ai-sdk.dev/doc\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency pillow to v12 [security]\",\n      \"prNumber\": 6773,\n      \"type\": \"bugfix\",\n      \"body\": \"> \u2139\ufe0f **Note**\\n> \\n> This PR body was truncated due to platform limits.\\n\\nThis PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-con\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/pyproject.toml\",\n        \"packages/benchmarks/OSWorld/requirements.txt\",\n        \"packages/benchmarks/OSWorld/setup.py\",\n        \"packages/benchmarks/OSWorld/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency tqdm to ~=4.66.3 [security]\",\n      \"prNumber\": 6772,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [tqdm](https://redirect.github.com/tqdm\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/setup.py\"\n      ]\n    },\n    {\n      \"title\": \"i18n: update remaining locales from 'on this Mac' to 'on this device'\",\n      \"prNumber\": 6771,\n      \"type\": \"other\",\n      \"body\": \"Follow-up from #6763 per review feedback.\\n\\nThis updates the remaining locale files that still had the English fallback phrase 'on this Mac' to 'on this device' for consistency with the prior change.\\n\\nUpdated locales:\\n- es.json\\n- ko.json\\n- p\",\n      \"files\": [\n        \"packages/app-core/src/i18n/locales/en.json\",\n        \"packages/app-core/src/i18n/locales/es.json\",\n        \"packages/app-core/src/i18n/locales/ko.json\",\n        \"packages/app-core/src/i18n/locales/pt.json\",\n        \"packages/app-core/src/i18n/locales/tl.json\",\n        \"packages/app-core/src/i18n/locales/vi.json\",\n        \"packages/app-core/src/i18n/locales/zh-CN.json\"\n      ]\n    },\n    {\n      \"title\": \"fix: wire task synthesis end-to-end + harden runtime plugin load under bun\",\n      \"prNumber\": 6770,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\nRebased and fixed version of #6761 by @NubsCarson. Fixes three end-to-end breakages:\\n\\n1. **ESM import for orchestrator**: switches `@elizaos/plugin-agent-orchestrator` from `createRequire()` to `await import()` \u2014 the package is E\",\n      \"files\": [\n        \"packages/agent/src/api/character-routes.ts\",\n        \"packages/agent/src/api/server.ts\",\n        \"packages/agent/src/runtime/eliza.ts\",\n        \"packages/agent/src/runtime/plugin-resolver.ts\",\n        \"packages/agent/src/runtime/subagent-output.ts\",\n        \"packages/agent/src/runtime/task-heartbeat.ts\",\n        \"packages/app-core/src/browser.ts\",\n        \"packages/elizaos/templates-manifest.json\",\n        \"packages/typescript/src/features/advanced-memory/services/memory-service.ts\",\n        \"plugins/plugin-computeruse/package.json\",\n        \"plugins/plugin-computeruse/src/__tests__/helpers.test.ts\",\n        \"plugins/plugin-computeruse/src/platform/windows-list.ts\",\n        \"plugins/plugin-computeruse/src/services/computer-use-service.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(i18n): replace \\\"on this Mac\\\" with \\\"on this device\\\" in all locales\",\n      \"prNumber\": 6769,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- Follow-up to #6763\\n- Updates `inboxview.ReplyHint` and `pluginsview.DiscordLocalUnavailable` in all remaining locale files (es, ko, pt, tl, vi, zh-CN, en) to use platform-neutral \\\"on this device\\\" copy\\n\\n## Why\\nWindows users on n\",\n      \"files\": [\n        \"packages/app-core/src/i18n/locales/en.json\",\n        \"packages/app-core/src/i18n/locales/es.json\",\n        \"packages/app-core/src/i18n/locales/ko.json\",\n        \"packages/app-core/src/i18n/locales/pt.json\",\n        \"packages/app-core/src/i18n/locales/tl.json\",\n        \"packages/app-core/src/i18n/locales/vi.json\",\n        \"packages/app-core/src/i18n/locales/zh-CN.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): bump the uv group across 3 directories with 4 updates\",\n      \"prNumber\": 6768,\n      \"type\": \"other\",\n      \"body\": \"Bumps the uv group with 2 updates in the /packages/benchmarks/OSWorld directory: [tqdm](https://github.com/tqdm/tqdm) and [pypdf](https://github.com/py-pdf/pypdf).\\nBumps the uv group with 1 update in the /packages/benchmarks/OSWorld/desktop\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/desktop_env/server/requirements.txt\",\n        \"packages/benchmarks/OSWorld/pyproject.toml\",\n        \"packages/benchmarks/OSWorld/requirements.txt\",\n        \"packages/benchmarks/OSWorld/uv.lock\",\n        \"packages/benchmarks/solana/solana-gym-env/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"fix(ui): make inbox reply hint platform-neutral\",\n      \"prNumber\": 6763,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- change Inbox reply footer copy from \\\"on this Mac\\\" to \\\"on this device\\\"\\n- update both the ChatView fallback string and the `inboxview.ReplyHint` English locale entry\\n\\n## Why\\nOn Windows, the current copy is incorrect and confusing\",\n      \"files\": [\n        \"packages/app-core/src/components/pages/ChatView.tsx\",\n        \"packages/app-core/src/i18n/locales/en.json\"\n      ]\n    },\n    {\n      \"title\": \"feat(ui): rebase milady app-core/ui changes onto develop\",\n      \"prNumber\": 6762,\n      \"type\": \"feature\",\n      \"body\": \"Rebases the milady app-core/ui feature line onto current eliza develop.\\\\n\\\\nIncludes:\\\\n- current milady app-core/ui header/onboarding tree\\\\n- release contract fixes for electrobun packaging\\\\n- app-core @elizaos/ui dependency + related type f\",\n      \"files\": [\n        \".gitmodules\",\n        \"packages/agent/src/api/cloud-billing-routes.ts\",\n        \"packages/agent/src/api/cloud-compat-routes.ts\",\n        \"packages/agent/src/config/env-vars.ts\",\n        \"packages/app-core/package.json\",\n        \"packages/app-core/platforms/electrobun/electrobun.config.ts\",\n        \"packages/app-core/platforms/electrobun/scripts/smoke-test-windows.ps1\",\n        \"packages/app-core/platforms/electrobun/scripts/verify-windows-installer-proof.ps1\",\n        \"packages/app-core/platforms/electrobun/src/native/credentials.ts\",\n        \"packages/app-core/scripts/docker-ci-smoke.sh\",\n        \"packages/app-core/scripts/electrobun-release-workflow-drift.test.ts\",\n        \"packages/app-core/scripts/release-check.test.ts\",\n        \"packages/app-core/scripts/release-check.ts\",\n        \"packages/app-core/scripts/run-release-contract-suite.mjs\",\n        \"packages/app-core/src/bridge/electrobun-rpc.ts\",\n        \"packages/app-core/src/bridge/electrobun-runtime.ts\",\n        \"packages/app-core/src/components/onboarding/CloudOnboarding.tsx\",\n        \"packages/app-core/src/components/onboarding/ConnectionStep.tsx\",\n        \"packages/app-core/src/components/onboarding/FeaturesStep.tsx\",\n        \"packages/app-core/src/components/onboarding/OnboardingStepNav.tsx\",\n        \"packages/app-core/src/components/onboarding/connection/ConnectionProviderDetailScreen.tsx\",\n        \"packages/app-core/src/components/onboarding/connection/ConnectionProviderGridScreen.tsx\",\n        \"packages/app-core/src/components/pages/ElizaCloudDashboard.tsx\",\n        \"packages/app-core/src/components/shared/LanguageDropdown.tsx\",\n        \"packages/app-core/src/components/shell/Header.tsx\",\n        \"packages/app-core/src/onboarding/connection-flow.ts\",\n        \"packages/app-core/src/onboarding/flow.ts\",\n        \"packages/app-core/src/platform/init.ts\",\n        \"packages/app-core/src/state/useCloudState.ts\",\n        \"packages/app-core/src/state/useOnboardingState.ts\",\n        \"packages/app-core/src/styles/styles.css\",\n        \"packages/app-core/src/utils/eliza-globals.ts\",\n        \"packages/app-core/src/utils/openExternalUrl.ts\",\n        \"packages/ui/src/components/onboarding/FeatureCard.tsx\",\n        \"packages/ui/src/components/onboarding/OnboardingStepNav.tsx\",\n        \"packages/ui/src/components/onboarding/onboarding-form-primitives.tsx\",\n        \"packages/ui/src/components/onboarding/onboarding-step-chrome.tsx\",\n        \"packages/ui/src/components/shell/Header.tsx\",\n        \"packages/ui/src/components/shell/ShellHeaderControls.tsx\",\n        \"packages/ui/src/index.ts\",\n        \"packages/ui/src/styles/electrobun-mac-window-drag.css\",\n        \"packages/ui/src/types/onboarding.ts\",\n        \"plugins/plugin-agent-skills\",\n        \"plugins/plugin-anthropic\",\n        \"plugins/plugin-cli\",\n        \"plugins/plugin-cron\",\n        \"plugins/plugin-discord\",\n        \"plugins/plugin-edge-tts\",\n        \"plugins/plugin-elizacloud\",\n        \"plugins/plugin-evm\"\n      ]\n    },\n    {\n      \"title\": \"fix(tasks): silence periodic thread polling UI flicker\",\n      \"prNumber\": 6758,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- avoid flipping loading state during periodic thread polling in CodingAgentTasksPanel\\n- keep polling silent unless a user-visible load transition is actually needed\\n\\n## Why\\nRemoves recurring panel flicker during background refre\",\n      \"files\": [\n        \"apps/app-task-coordinator/src/CodingAgentTasksPanel.tsx\"\n      ]\n    },\n    {\n      \"title\": \"fix: handle roomId changes in InMemoryDatabaseAdapter.updateMemories\",\n      \"prNumber\": 6965,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\nFix `updateMemories` to properly move memories between room lists when `roomId` changes.\\n\\n## Problem\\nWhen a memory is updated with a new `roomId`, `updateMemories` updates the in-place reference in the old room's list but does no\",\n      \"files\": [\n        \"packages/typescript/src/database/inMemoryAdapter.ts\"\n      ]\n    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[Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [typedoc](https://typedoc.org) ([source\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency tsup to v8.5.1\",\n      \"prNumber\": 6994,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [tsup](https://tsup.egoist.dev/) ([sour\",\n      \"files\": [\n        \"plugins/plugin-app-control/typescript/package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency python-dotenv to v0.21.1\",\n      \"prNumber\": 6993,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | 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[@types/node](https://redirect.github.c\",\n      \"files\": [\n        \"plugins/plugin-app-control/typescript/package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency lerna to v9.0.7\",\n      \"prNumber\": 6987,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [lerna](https://lerna.js.org) ([source]\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update rust crate tokio to v1.52.1\",\n      \"prNumber\": 6986,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Type | Update | Change |\\n|---|---|---|---|\\n| [tokio](https://tokio.rs) ([source](https://redirect.github.com/tokio-rs/tokio)) | dev-dependencies | minor | `1.49.0` \u2192 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[Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [color-name](https://redirect.github.co\",\n      \"files\": [\n        \"package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): bump the cargo group across 19 directories with 3 updates\",\n      \"prNumber\": 7037,\n      \"type\": \"other\",\n      \"body\": \"Bumps the cargo group with 2 updates in the /packages/examples/a2a/rust directory: [rand](https://github.com/rust-random/rand) and [rustls-webpki](https://github.com/rustls/webpki).\\nBumps the cargo group with 1 update in the /packages/examp\",\n      \"files\": [\n        \"packages/examples/a2a/rust/Cargo.lock\",\n        \"packages/examples/app/tauri/src-tauri/Cargo.lock\",\n        \"packages/examples/autonomous-rust-agent/Cargo.lock\",\n        \"packages/examples/autonomous/rust/autonomous/Cargo.lock\",\n        \"packages/examples/aws/rust/Cargo.lock\",\n        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  \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [androidx.test.espresso:espresso-core](\",\n      \"files\": [\n        \"packages/app-core/platforms/android/variables.gradle\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency tqdm to ~=4.67.3\",\n      \"prNumber\": 7014,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [tqdm](https://redirect.github.com/tqdm\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/requirements.txt\",\n        \"packages/benchmarks/OSWorld/setup.py\"\n      ]\n    },\n    {\n      \"title\": \"fix(reflection,providers): reduce prompt bloat blowing long-context cap\",\n      \"prNumber\": 7013,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nThree targeted cuts against the action-planner + reflection pipeline that were shipping duplicate and oversized context on every chat turn. Verified live on a self-hosted deployment (Claude Max subscription) where messages from \",\n      \"files\": [\n        \"packages/typescript/src/features/advanced-capabilities/evaluators/reflection.ts\",\n        \"packages/typescript/src/features/trust/evaluators/reflection.ts\",\n        \"packages/typescript/src/prompts.ts\",\n        \"packages/typescript/src/services/message.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency tqdm to ~=4.66.3 [security]\",\n      \"prNumber\": 7012,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [tqdm](https://redirect.github.com/tqdm\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/pyproject.toml\",\n        \"packages/benchmarks/OSWorld/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency androidx.core:core-splashscreen to v1.2.0\",\n      \"prNumber\": 7011,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [androidx.core:core-splashscreen](https\",\n      \"files\": [\n        \"packages/app-core/platforms/android/variables.gradle\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update supabase/postgres docker tag to v17.6.1.109\",\n      \"prNumber\": 7010,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Update | Change |\\n|---|---|---|\\n| supabase/postgres | patch | `17.6.1.108` \u2192 `17.6.1.109` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies could not be looked up. Check the [Dependency Dashboard]\",\n      \"files\": [\n        \"packages/app-core/deploy/docker-compose.supabase-db.yml\"\n      ]\n    },\n    {\n      \"title\": \"fix: repair Milady CI regressions\",\n      \"prNumber\": 7008,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n- restore website blocker and telegram exports that Milady depends on\\n- replace stale @elizaos/agent/... subpath imports with package-root imports in the affected app surfaces\\n- fix the LifeOps signal client method collision, rem\",\n      \"files\": [\n        \"apps/app-lifeops/src/action.ts\",\n        \"apps/app-lifeops/src/actions/approval.ts\",\n        \"apps/app-lifeops/src/actions/autofill.ts\",\n        \"apps/app-lifeops/src/actions/calendly.ts\",\n        \"apps/app-lifeops/src/actions/checkin.ts\",\n        \"apps/app-lifeops/src/actions/computer-use.ts\",\n        \"apps/app-lifeops/src/actions/cross-channel-send.ts\",\n        \"apps/app-lifeops/src/actions/device-bus.ts\",\n        \"apps/app-lifeops/src/actions/dossier.ts\",\n        \"apps/app-lifeops/src/actions/inbox.ts\",\n        \"apps/app-lifeops/src/actions/intent-sync.ts\",\n        \"apps/app-lifeops/src/actions/lifeops-google-helpers.ts\",\n        \"apps/app-lifeops/src/actions/list-remote-sessions.ts\",\n        \"apps/app-lifeops/src/actions/password-manager.ts\",\n        \"apps/app-lifeops/src/actions/remote-desktop.ts\",\n        \"apps/app-lifeops/src/actions/revoke-remote-session.ts\",\n        \"apps/app-lifeops/src/actions/scheduling.ts\",\n        \"apps/app-lifeops/src/actions/search-across-channels.ts\",\n        \"apps/app-lifeops/src/actions/start-remote-session.ts\",\n        \"apps/app-lifeops/src/actions/twilio-call.ts\",\n        \"apps/app-lifeops/src/actions/update-owner-profile.ts\",\n        \"apps/app-lifeops/src/actions/website-blocker.ts\",\n        \"apps/app-lifeops/src/api/client-lifeops.ts\",\n        \"apps/app-lifeops/src/dossier/action.ts\",\n        \"apps/app-lifeops/src/followup/actions/listOverdueFollowups.ts\",\n        \"apps/app-lifeops/src/followup/actions/markFollowupDone.ts\",\n        \"apps/app-lifeops/src/followup/actions/setFollowupThreshold.ts\",\n        \"apps/app-lifeops/src/hooks/useSignalConnector.ts\",\n        \"apps/app-lifeops/src/lifeops/notifications-push.ts\",\n        \"apps/app-lifeops/src/lifeops/telegram-auth.ts\",\n        \"apps/app-lifeops/src/lifeops/telegram-local-client.ts\",\n        \"apps/app-lifeops/src/lifeops/travel-adapters/duffel.ts\",\n        \"apps/app-lifeops/src/lifeops/twilio.ts\",\n        \"apps/app-lifeops/src/lifeops/x-poster.ts\",\n        \"apps/app-lifeops/src/provider.ts\",\n        \"apps/app-lifeops/src/providers/activity-profile.ts\",\n        \"apps/app-lifeops/src/providers/cross-channel-context.ts\",\n        \"apps/app-lifeops/src/providers/inbox-triage.ts\",\n        \"apps/app-lifeops/src/routes/lifeops-routes.ts\",\n        \"apps/app-lifeops/src/travel-time/action.ts\",\n        \"apps/app-lifeops/src/website-blocker/engine.ts\",\n        \"apps/app-steward/src/api/tx-service.ts\",\n        \"apps/app-steward/src/api/wallet-routes.ts\",\n        \"packages/agent/src/actions/context-signal-lexicon.ts\",\n        \"packages/agent/src/api/apps-routes.ts\",\n        \"packages/agent/src/api/server.ts\",\n        \"packages/agent/src/services/plugin-manager-types.ts\",\n        \"packages/agent/tsconfig.json\",\n        \"packages/app-core/scripts/run-mobile-build.mjs\",\n        \"packages/app-core/scripts/run-mobile-build.test.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat(lifeops): support multi-calendar Google feeds\",\n      \"prNumber\": 7072,\n      \"type\": \"feature\",\n      \"body\": \"This completes the LifeOps multi-calendar stack on the app/runtime side and adds the last safety fallback for hosted cloud lag.\\n\\n## Included\\n- list and persist available calendars in LifeOps settings\\n- merge included calendar feeds across c\",\n      \"files\": [\n        \"apps/app-lifeops/src/actions/calendar.ts\",\n        \"apps/app-lifeops/src/actions/life.ts\",\n        \"apps/app-lifeops/src/actions/owner-calendar.ts\",\n        \"apps/app-lifeops/src/actions/scheduling.ts\",\n        \"apps/app-lifeops/src/api/client-lifeops.ts\",\n        \"apps/app-lifeops/src/components/LifeOpsCalendarSection.tsx\",\n        \"apps/app-lifeops/src/components/LifeOpsSettingsSection.tsx\",\n        \"apps/app-lifeops/src/components/LifeOpsWorkspaceView.tsx\",\n        \"apps/app-lifeops/src/components/chat/widgets/plugins/lifeops-channels.tsx\",\n        \"apps/app-lifeops/src/lifeops/google-calendar.ts\",\n        \"apps/app-lifeops/src/lifeops/google-managed-client.ts\",\n        \"apps/app-lifeops/src/lifeops/owner-profile.test.ts\",\n        \"apps/app-lifeops/src/lifeops/owner-profile.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-calendar.test.ts\",\n        \"apps/app-lifeops/src/lifeops/service-mixin-calendar.ts\",\n        \"apps/app-lifeops/src/routes/lifeops-routes.ts\",\n        \"apps/app-lifeops/src/routes/plugin.ts\",\n        \"packages/app-core/src/api/client-lifeops.ts\",\n        \"packages/shared/src/contracts/lifeops.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency jsdom to v29\",\n      \"prNumber\": 7070,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [jsdom](https://redirect.github.com/jsd\",\n      \"files\": [\n        \"apps/app/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency telegram to v2.26.22\",\n      \"prNumber\": 7069,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [telegram](https://redirect.github.com/\",\n      \"files\": [\n        \"apps/app-lifeops/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @elizaos/core to v2.0.0-alpha.335\",\n      \"prNumber\": 7068,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| @&#8203;elizaos/core | [`2.0.0-alpha.22\",\n      \"files\": [\n        \"packages/app-core/deploy/cloud-agent-template/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency org.jetbrains.kotlin:kotlin-gradle-plugin to v2.3.21\",\n      \"prNumber\": 7067,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [org.jetbrains.kotlin:kotlin-gradle-plu\",\n      \"files\": [\n        \"packages/app-core/platforms/android/build.gradle\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update supabase/postgres docker tag to v17.6.1.110\",\n      \"prNumber\": 7066,\n      \"type\": \"other\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Update | Change |\\n|---|---|---|\\n| supabase/postgres | patch | `17.6.1.109` \u2192 `17.6.1.110` |\\n\\n---\\n\\n> [!WARNING]\\n> Some dependencies could not be looked up. Check the [Dependency Dashboard]\",\n      \"files\": [\n        \"packages/app-core/deploy/docker-compose.supabase-db.yml\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency recharts to v3\",\n      \"prNumber\": 7065,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [recharts](https://redirect.github.com/\",\n      \"files\": [\n        \"packages/benchmarks/solana/solana-gym-env/docs/trajectory-viewer/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency react-router-dom to v7\",\n      \"prNumber\": 7064,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [react-router-dom](https://redirect.git\",\n      \"files\": [\n        \"packages/benchmarks/solana/solana-gym-env/docs/trajectory-viewer/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency react-markdown to v10\",\n      \"prNumber\": 7063,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [react-markdown](https://redirect.githu\",\n      \"files\": [\n        \"packages/benchmarks/solana/solana-gym-env/docs/trajectory-viewer/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency pytz to v2026\",\n      \"prNumber\": 7062,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [pytz](http://pythonhosted.org/pytz) | \",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/pyproject.toml\",\n        \"packages/benchmarks/OSWorld/requirements.txt\",\n        \"packages/benchmarks/OSWorld/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency pytest to v9\",\n      \"prNumber\": 7061,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [pytest](https://redirect.github.com/py\",\n      \"files\": [\n        \"packages/benchmarks/adhdbench/pyproject.toml\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency psutil to v7 - autoclosed\",\n      \"prNumber\": 7060,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [psutil](https://redirect.github.com/gi\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/pyproject.toml\",\n        \"packages/benchmarks/OSWorld/requirements.txt\",\n        \"packages/benchmarks/OSWorld/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"settings UI polish: dropdown sizing, model picker, layout pairing, header drag-strip fix, hot-reload shutdown timeout\",\n      \"prNumber\": 7059,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nA batch of focused fixes to the elizaOS app shell + settings UI, all six commits stacked cleanly on top of \\\\`develop\\\\`:\\n\\n- **a3f9fdddc3** \\\\`feat(settings): constrain provider dropdown, drop Advanced Dashboard button, add simple \",\n      \"files\": [\n        \"packages/agent/src/contracts/config.ts\",\n        \"packages/agent/src/runtime/eliza.ts\",\n        \"packages/app-core/src/components/pages/ElizaCloudDashboard.tsx\",\n        \"packages/app-core/src/components/pages/SettingsView.tsx\",\n        \"packages/app-core/src/components/settings/MediaSettingsSection.tsx\",\n        \"packages/app-core/src/components/settings/ProviderSwitcher.tsx\",\n        \"packages/app-core/src/config/zod-schema.core.ts\",\n        \"packages/ui/src/components/shell/Header.tsx\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency gymnasium to v1.3.0\",\n      \"prNumber\": 7058,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [gymnasium](https://redirect.github.com\",\n      \"files\": [\n        \"packages/benchmarks/OSWorld/pyproject.toml\",\n        \"packages/benchmarks/OSWorld/requirements.txt\",\n        \"packages/benchmarks/OSWorld/setup.py\",\n        \"packages/benchmarks/OSWorld/uv.lock\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency commander to v14\",\n      \"prNumber\": 7057,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [commander](https://redirect.github.com\",\n      \"files\": [\n        \"packages/app-core/package.json\",\n        \"packages/elizaos/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency com.google.firebase:firebase-common-ktx to v21\",\n      \"prNumber\": 7056,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [com.google.firebase:firebase-common-kt\",\n      \"files\": [\n        \"packages/app-core/platforms/android/app/build.gradle\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency com.android.tools.build:gradle to v9\",\n      \"prNumber\": 7055,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [com.android.tools.build:gradle](https:\",\n      \"files\": [\n        \"packages/app-core/platforms/android/build.gradle\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @xterm/xterm to v6\",\n      \"prNumber\": 7054,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@xterm/xterm](https://redirect.github.\",\n      \"files\": [\n        \"apps/app-task-coordinator/package.json\",\n        \"packages/app-core/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency com.google.firebase:firebase-common-ktx to v20.4.3\",\n      \"prNumber\": 7053,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [com.google.firebase:firebase-common-kt\",\n      \"files\": [\n        \"packages/app-core/platforms/android/app/build.gradle\"\n      ]\n    },\n    {\n      \"title\": \"Complete Android default role wiring\",\n      \"prNumber\": 7052,\n      \"type\": \"other\",\n      \"body\": \"<!-- Use this template by filling in information and copying and pasting relevant items out of the HTML comments. -->\\r\\n\\r\\n# Relates to\\r\\n\\r\\n<!-- LINK TO ISSUE OR TICKET -->\\r\\n\\r\\n<!-- This risks section must be filled out before the final review \",\n      \"files\": [\n        \"packages/app-core/platforms/android/app/src/main/java/ai/elizaos/app/MiladyRespondViaMessageService.java\",\n        \"packages/app-core/platforms/android/app/src/main/java/ai/elizaos/app/MiladySmsComposeActivity.java\",\n        \"packages/app-core/scripts/run-mobile-build.mjs\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @noble/hashes to v2\",\n      \"prNumber\": 7051,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@noble/hashes](https://paulmillr.com/n\",\n      \"files\": [\n        \"packages/typescript/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @capacitor/push-notifications to v8\",\n      \"prNumber\": 7050,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@capacitor/push-notifications](https:/\",\n      \"files\": [\n        \"packages/app-core/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @capacitor/barcode-scanner to v3\",\n      \"prNumber\": 7049,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@capacitor/barcode-scanner](https://re\",\n      \"files\": [\n        \"packages/app-core/package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update node.js to v24\",\n      \"prNumber\": 7048,\n      \"type\": \"other\",\n      \"body\": \"> \u2139\ufe0f **Note**\\n> \\n> This PR body was truncated due to platform limits.\\n\\nThis PR contains the following updates:\\n\\n| Package | Type | Update | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovateb\",\n      \"files\": [\n        \"plugins/plugin-app-control/typescript/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(message): stop leaking internal mechanism words in transient-failure replies\",\n      \"prNumber\": 7098,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\n`buildStructuredFailureReply` previously instructed the recovery model to *\\\"Explain what failed and why using only the diagnostics below\\\"* and fed it raw structured-output diagnostics plus action-result summaries. The resulting \",\n      \"files\": [\n        \"packages/typescript/src/services/message.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(message): drop passive bookkeeping actions when delegation owns the turn\",\n      \"prNumber\": 7097,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\n`stripReplyWhenActionOwnsTurn` previously only suppressed `REPLY` when another action with `suppressPostActionContinuation = true` (e.g. `SPAWN_AGENT`) was selected for the same turn. The planner commonly also picks `MANAGE_TASK\",\n      \"files\": [\n        \"packages/typescript/src/services/message.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(agent): stop workbench task list from leaking runtime scheduler tasks\",\n      \"prNumber\": 7095,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nTwo stacked issues caused the agent to dump its internal task table into chat whenever the planner picked `MANAGE_TASKS` with `operation=list`. A prompt like *\\\"doomscroll the web for me\\\"* or any vague phrase could produce a Disc\",\n      \"files\": [\n        \"packages/agent/src/actions/manage-tasks.ts\",\n        \"packages/agent/src/api/workbench-helpers.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(auth): distinguish Claude Code CLI credentials from in-app OAuth\",\n      \"prNumber\": 7094,\n      \"type\": \"bugfix\",\n      \"body\": \"## Problem\\r\\nWhen the Claude Code CLI is installed and authenticated on the user's machine, the Anthropic subscription panel in Settings \u2192 AI Models incorrectly reports \\\"Connected to Claude Subscription\\\" with an active Disconnect button \u2014 ev\",\n      \"files\": [\n        \"packages/agent/src/auth/credentials.ts\",\n        \"packages/app-core/src/components/settings/ProviderSwitcher.tsx\",\n        \"packages/app-core/src/components/settings/SubscriptionStatus.tsx\",\n        \"packages/app-core/src/i18n/locales/en.json\",\n        \"packages/shared/src/contracts/onboarding.ts\"\n      ]\n    },\n    {\n      \"title\": \"feat: open app surfaces in managed desktop windows\",\n      \"prNumber\": 7092,\n      \"type\": \"feature\",\n      \"body\": \"## Plan\\n- Open app catalog selections in managed Electrobun windows using the existing native toolbar-backed surfaces.\\n- Keep detached windows connected to page-scoped chat/control context.\\n- Add targeted coverage for always-on-top controls\",\n      \"files\": [\n        \"packages/agent/src/api/conversation-metadata.test.ts\",\n        \"packages/agent/src/api/conversation-metadata.ts\",\n        \"packages/agent/src/api/server-types.ts\",\n        \"packages/agent/src/providers/page-scoped-context.ts\",\n        \"packages/app-core/platforms/electrobun/src/index.ts\",\n        \"packages/app-core/platforms/electrobun/src/native/canvas.test.ts\",\n        \"packages/app-core/platforms/electrobun/src/native/canvas.ts\",\n        \"packages/app-core/platforms/electrobun/src/native/desktop.ts\",\n        \"packages/app-core/platforms/electrobun/src/rpc-handlers.ts\",\n        \"packages/app-core/platforms/electrobun/src/rpc-schema.ts\",\n        \"packages/app-core/platforms/electrobun/src/surface-windows.test.ts\",\n        \"packages/app-core/platforms/electrobun/src/surface-windows.ts\",\n        \"packages/app-core/scripts/dev-platform.mjs\",\n        \"packages/app-core/src/components/apps/GameView.tsx\",\n        \"packages/app-core/src/components/pages/AppsPageView.tsx\",\n        \"packages/app-core/src/components/pages/AppsView.test.tsx\",\n        \"packages/app-core/src/components/pages/AppsView.tsx\",\n        \"packages/app-core/src/components/pages/page-scoped-conversations.ts\",\n        \"packages/app-core/src/navigation/index.ts\",\n        \"packages/app-core/src/shell/DetachedShellRoot.tsx\",\n        \"packages/app-core/src/state/AppContext.tsx\",\n        \"packages/app-core/src/state/useNavigationState.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(agent): deliver swarm synthesis to the triggering room\",\n      \"prNumber\": 7090,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nThe swarm synthesis path was broken in three stacked ways. When a task agent finished its work (opens a PR, builds a page, fetches data, etc.), nothing was posted back to the triggering room \u2014 the agent silently dropped its fina\",\n      \"files\": [\n        \"packages/agent/src/api/server-helpers-swarm.ts\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency vitest to v4\",\n      \"prNumber\": 7088,\n      \"type\": \"tests\",\n      \"body\": \"> \u2139\ufe0f **Note**\\n> \\n> This PR body was truncated due to platform limits.\\n\\nThis PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-con\",\n      \"files\": [\n        \"apps/app/package.json\"\n      ]\n    },\n    {\n      \"title\": \"chore(deps): update dependency vite to v8\",\n      \"prNumber\": 7087,\n      \"type\": \"other\",\n      \"body\": \"> \u2139\ufe0f **Note**\\n> \\n> This PR body was truncated due to platform limits.\\n\\nThis PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-con\",\n      \"files\": [\n        \"apps/app/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency three to ^0.184.0\",\n      \"prNumber\": 7086,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [three](https://threejs.org/) ([source]\",\n      \"files\": [\n        \"apps/app/package.json\"\n      ]\n    },\n    {\n      \"title\": \"docs: fix typo in deploy-a-project.mdx\",\n      \"prNumber\": 7085,\n      \"type\": \"bugfix\",\n      \"body\": \"Fix typo: threshholds -> thresholds in packages/docs/guides/deploy-a-project.mdx.\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR fixes a single spelling typo in `packages/docs/guides/deploy-a-project.mdx`, correcting `thresh\",\n      \"files\": [\n        \"packages/docs/guides/deploy-a-project.mdx\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency com.google.code.gson:gson to v2.14.0\",\n      \"prNumber\": 7084,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [com.google.code.gson:gson](https://red\",\n      \"files\": [\n        \"packages/app-core/platforms/android/app/build.gradle\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @anthropic-ai/sdk to ^0.91.0\",\n      \"prNumber\": 7082,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| [@anthropic-ai/sdk](https://redirect.gi\",\n      \"files\": [\n        \"packages/typescript/package.json\"\n      ]\n    },\n    {\n      \"title\": \"fix(deps): update dependency @elizaos/core to v2.0.0-alpha.339\",\n      \"prNumber\": 7081,\n      \"type\": \"bugfix\",\n      \"body\": \"This PR contains the following updates:\\n\\n| Package | Change | [Age](https://docs.renovatebot.com/merge-confidence/) | [Confidence](https://docs.renovatebot.com/merge-confidence/) |\\n|---|---|---|---|\\n| @&#8203;elizaos/core | [`2.0.0-alpha.33\",\n      \"files\": [\n        \"packages/app-core/deploy/cloud-agent-template/package.json\"\n      ]\n    },\n    {\n      \"title\": \"docs: fix typo in README\",\n      \"prNumber\": 7080,\n      \"type\": \"bugfix\",\n      \"body\": \"Fix a small typo found in documentation.\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR fixes a single-character typo in `packages/docs/README.md`, correcting the GitHub link from `github.com/elizaos/elizaos` to `github.com/\",\n      \"files\": [\n        \"packages/docs/README.md\"\n      ]\n    },\n    {\n      \"title\": \"fix: correct malformed Anthropic Haiku model ID\",\n      \"prNumber\": 7078,\n      \"type\": \"bugfix\",\n      \"body\": \"The default small model ID had typos causing 404 errors from the Anthropic API:\\r\\n\\r\\n- plugin-anthropic config/package.json: duplicated suffix \\\"claude-haiku-4-5-20251001-5-20251001\\\"\\r\\n- provider-switch-config: trailing \\\"-5\\\" \\\"claude-haiku-4-5-2\",\n      \"files\": [\n        \"packages/agent/src/api/provider-switch-config.ts\",\n        \"plugins/plugin-anthropic\"\n      ]\n    },\n    {\n      \"title\": \"fix: reduce excessive frontend polling\",\n      \"prNumber\": 7077,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nThe frontend makes hundreds of redundant polling requests per minute with no coordination between components and no visibility-based pausing.\\n\\n### Changes\\n\\n- **MusicPlayerGlobal**: slowed polling from 2s to 5s\\n- **ChatView inbox\",\n      \"files\": [\n        \"packages/app-core/src/components/conversations/ConversationsSidebar.tsx\",\n        \"packages/app-core/src/components/music/MusicPlayerGlobal.tsx\",\n        \"packages/app-core/src/components/pages/BrowserWorkspaceView.tsx\",\n        \"packages/app-core/src/components/pages/ChatView.tsx\"\n      ]\n    },\n    {\n      \"title\": \"docs: fix typo in readme\",\n      \"prNumber\": 7076,\n      \"type\": \"bugfix\",\n      \"body\": \"fixes a small typo\\n\\n<!-- greptile_comment -->\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR fixes a single-character typo in `packages/docs/guides/deploy-a-project.mdx`, correcting \\\"commited\\\" to \\\"committed\\\" in the Render deployment instructions.\\n\\n<h3\",\n      \"files\": [\n        \"packages/docs/guides/deploy-a-project.mdx\"\n      ]\n    },\n    {\n      \"title\": \"fix(message): preserve SPAWN_AGENT against metadata action correction\",\n      \"prNumber\": 7075,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\n`findOwnedActionCorrectionFromMetadata` is a metadata-based safety net that keyword-scores the planner's chosen action against the user message, and upgrades it if any other registered action scores meaningfully higher. This is \",\n      \"files\": [\n        \"packages/typescript/src/__tests__/owned-action-correction.test.ts\",\n        \"packages/typescript/src/services/message.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(character): tokenize name occurrences on save so renames propagate\",\n      \"prNumber\": 7101,\n      \"type\": \"bugfix\",\n      \"body\": \"Cherry-picked from #7093 (by @dutchiono) \u2014 only the character rename fix, without the unrelated submodule pointer bumps, Windows pty patch, and coding-agent chip changes that #7093 also carried.\\n\\n## Problem\\n\\nThe character editor resolves \\\\`\",\n      \"files\": [\n        \"packages/app-core/src/character/character-draft-helpers.ts\",\n        \"packages/app-core/src/state/useCharacterState.ts\",\n        \"packages/app-core/src/utils/name-tokens.test.ts\",\n        \"packages/app-core/src/utils/name-tokens.ts\"\n      ]\n    },\n    {\n      \"title\": \"fix(message): tolerate malformed planner action XML\",\n      \"prNumber\": 7099,\n      \"type\": \"bugfix\",\n      \"body\": \"## Summary\\n\\nThe planner LLM occasionally emits an unclosed `<action>` wrapper around a well-formed `<name>X</name>`, e.g.:\\n\\n```xml\\n<actions><action><name>REPLY</name></actions>\\n```\\n\\n(closing `</action>` is missing). The strict `<action>...<\",\n      \"files\": [\n        \"packages/typescript/src/services/message.test.ts\",\n        \"packages/typescript/src/services/message.ts\"\n      ]\n    }\n  ],\n  \"topContributors\": [\n    {\n      \"username\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 752.360511003967,\n      \"prScore\": 523.1845110039669,\n      \"issueScore\": 0,\n      \"reviewScore\": 227.5,\n      \"commentScore\": 1.676,\n      \"summary\": \"odilitime: Focused on core architectural expansion and system optimization, successfully merging a major starter implementation in elizaos/eliza (#6702) while advancing three additional features for prompt routing, optimization, and API surface improvements. Their work involved extensive codebase maintenance, including 84 commits and 29 review comments that contributed to a high-volume refactor of over 2,000 files. This effort was primarily dedicated to bugfix work, which accounted for 68% of their total contributions this month.\"\n    },\n    {\n      \"username\": \"lalalune\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n      \"totalScore\": 712.3593480418992,\n      \"prScore\": 708.9913480418993,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 3.3679999999999994,\n      \"summary\": \"lalalune: Focused on core system stability and infrastructure, delivering significant architectural improvements to the elizaos/eliza repository through PRs #6721 and #6717, which included a major message service retry implementation. They demonstrated high engagement in project maintenance by resolving two key issues regarding V3 goals and CLI dependency registration, while contributing to 130 total discussions across issues and PRs. Their work this month was primarily dedicated to extensive codebase modifications and general project maintenance, with a secondary focus on feature development.\"\n    },\n    {\n      \"username\": \"0xSolace\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/257989456?u=e0d4e0c6385403319241eb46ba647b49083d4a05&v=4\",\n      \"totalScore\": 635.9058977984336,\n      \"prScore\": 629.1878977984335,\n      \"issueScore\": 0,\n      \"reviewScore\": 5,\n      \"commentScore\": 1.718,\n      \"summary\": \"0xSolace: Focused on expanding ecosystem capabilities and refining core logic, with 21 commits across 53 files totaling over 33,000 additions. They are currently driving feature parity and functionality through open PRs, including the addition of the BSC memes plugin (elizaos-plugins/registry#329) and Discord streaming and slash command support (elizaos-plugins/plugin-discord#46), while also working to harden response logic in elizaos/eliza#6714. 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They are currently addressing environment-specific artifacts and display name formatting through open pull requests in the plugin-openrouter and plugin-telegram repositories. Their work this month was primarily dedicated to bugfix efforts across a broad range of files.\"\n    },\n    {\n      \"username\": \"RemilioNubilio\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/275382225?u=b1501ee01bb54e5b31ca64895f2a07c69f554a37&v=4\",\n      \"totalScore\": 253.59507623255104,\n      \"prScore\": 252.995076232551,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.6000000000000001,\n      \"summary\": \"RemilioNubilio: Focused on refining the user experience and agent orchestration logic within the elizaos/eliza repository. They currently have two open pull requests, #6962 and #6964, which aim to improve Discord chat UX and implement more honest subagent synthesis. Their work this month centers on optimizing agent communication flows and interaction patterns.\"\n    },\n    {\n      \"username\": \"Dexploarer\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/211557447?u=21a243d61cc1f87574328ae07fc64d7d7577b53d&v=4\",\n      \"totalScore\": 220.41992726912824,\n      \"prScore\": 220.21992726912822,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"Dexploarer: Focused on expanding the ecosystem's capabilities by initiating the integration of new functionality in elizaos-plugins/registry via PR #328. This work involved a targeted configuration update to incorporate plugin-roles and plugin-wechat from milady-ai. Their efforts this month were centered entirely on feature development within the registry configuration.\"\n    },\n    {\n      \"username\": \"standujar\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n      \"totalScore\": 156.67323657521158,\n      \"prScore\": 156.67323657521158,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"standujar: Focused on expanding authentication capabilities within the elizaos-plugins/plugin-anthropic repository, successfully implementing OAuth support for Claude Max and new TEXT_REASONING handlers in PR #17. They further enhanced the plugin's utility by adding a CLI authentication mode via PR #18, contributing to a total of 1,081 lines added across 34 files. 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Their work this month involved significant code modifications across 21 files, totaling 1,662 additions and 18 deletions. Their contributions were primarily split between bugfix work and new feature development, supported by 4 PR comments to facilitate ongoing progress.\"\n    },\n    {\n      \"username\": \"MBrassey\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16184941?u=87c48afc8151b232b200c707c4a3e3d216ca1b34&v=4\",\n      \"totalScore\": 41.16472077083992,\n      \"prScore\": 40.82472077083992,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"MBrassey: Focused on expanding the ecosystem registry by initiating the integration of @blueprint.xyz/plugin-solentic across three open pull requests in elizaos-plugins/registry (#338, #339, #340). Their work this month was centered exclusively on configuration updates to support these new plugin additions.\"\n    },\n    {\n      \"username\": \"shahyashish\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/95119920?v=4\",\n      \"totalScore\": 34.29558078094276,\n      \"prScore\": 34.29558078094276,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"shahyashish: Focused on stabilizing release processes within the elizaos/eliza repository, where they currently have two open pull requests (#6760, #6759) addressing release failures. Their work involved modifying two configuration files with 1,084 total lines of code changes. Their primary focus this month was dedicated entirely to bugfix work.\"\n    },\n    {\n      \"username\": \"LamboPoewert\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/91011698?u=a8b0456dbd9d3e15b0fee96b4cf2813a5e15022c&v=4\",\n      \"totalScore\": 33.19314718055995,\n      \"prScore\": 28.693147180559944,\n      \"issueScore\": 0,\n      \"reviewScore\": 4.5,\n      \"commentScore\": 0,\n      \"summary\": \"LamboPoewert: Focused on expanding the ecosystem registry by initiating two pull requests in elizaos-plugins/registry (#331, #334) to add the @madeonsol/plugin-madeonsol. Their work involved 3 commits across configuration files, including a minor bugfix and general maintenance. They also provided one review comment to support ongoing development efforts.\"\n    },\n    {\n      \"username\": \"HaruHunab1320\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/51176775?u=e51de0edfe50f67a1a5dca3bf3fa3053811dfb7e&v=4\",\n      \"totalScore\": 28.851573590279976,\n      \"prScore\": 28.851573590279976,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"HaruHunab1320: Focused on maintaining repository hygiene by resolving a configuration issue in elizaos/eliza. They successfully executed a bugfix in PR #6713, which removed a dangling typescript symlink to improve project structure. Their work this month was entirely dedicated to targeted bugfix efforts.\"\n    },\n    {\n      \"username\": \"jacksun911\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/275495830?v=4\",\n      \"totalScore\": 26.292720770839917,\n      \"prScore\": 26.292720770839917,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"jacksun911: Focused on expanding the ecosystem registry by opening two pull requests to integrate the megaswap-elizaos-plugin (#342) and the megalaunch-elizaos-plugin (#343). These contributions center on enhancing the elizaos-plugins/registry repository.\"\n    },\n    {\n      \"username\": \"ColonistOne\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/271974769?u=af6b52db284d4ebb9209e436a1fb003ff9ccf2e4&v=4\",\n      \"totalScore\": 26.270147180559942,\n      \"prScore\": 26.070147180559943,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"ColonistOne: Focused on expanding the ecosystem registry by initiating the integration of @thecolony/elizaos-plugin through two open pull requests in elizaos-plugins/registry (#341, #344). Their work this month centered exclusively on configuration updates, involving 4 commits across 4 files to facilitate these registry additions.\"\n    },\n    {\n      \"username\": \"TJ-Frederick\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/40179660?u=cc95e6349c02ce418218a960922bdbb81ff2e741&v=4\",\n      \"totalScore\": 24.923619631167554,\n      \"prScore\": 24.923619631167554,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"TJ-Frederick: Focused on expanding ecosystem compatibility by initiating support for the Radius Network in elizaos-plugins/plugin-evm (#29). This feature work involved modifying 5 files with a balanced distribution across testing, core logic, and documentation. Their efforts this month were dedicated entirely to implementing this new network integration.\"\n    },\n    {\n      \"username\": \"kriptoburak\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/8755484?u=4230318f8449a95ec98e30fa2ffdf69ee2ade4f0&v=4\",\n      \"totalScore\": 18.19497273695029,\n      \"prScore\": 18.19497273695029,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"kriptoburak: Focused on expanding platform capabilities by initiating PR #6718 in elizaos/eliza, which introduces a new X/Twitter search skill via API. This work involved 3 commits and 300 lines of code changes, primarily centered on documentation updates. Their efforts this month were split between implementing new feature functionality and addressing bug fixes.\"\n    },\n    {\n      \"username\": \"meanstackofdoom\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/64149093?u=1a1540f5e733b8c122a2435890eb6f614fb6467c&v=4\",\n      \"totalScore\": 17.31003660326518,\n      \"prScore\": 17.31003660326518,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"octo-patch\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/266937838?u=a3f158f9820f3869e6107980de78a21419ab6ae8&v=4\",\n      \"totalScore\": 16.221325628245157,\n      \"prScore\": 16.221325628245157,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"octo-patch: Focused on expanding the ecosystem's capabilities by initiating the integration of MiniMax-AI/cli as a bundled skill in elizaos/eliza via PR #6727.\"\n    },\n    {\n      \"username\": \"srotzin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/140019476?u=68fc1a0ee6d4b68049dfca93735cd9c7ef0d1082&v=4\",\n      \"totalScore\": 16.175621859290715,\n      \"prScore\": 15.975621859290714,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"srotzin: Focused on expanding agent capabilities by initiating the development of a new prediction market integration for the elizaos/eliza ecosystem. They contributed 51 lines of code toward this effort via the open PR #6963, which introduces the plugin-hiveexchange feature. Their work this month was primarily dedicated to this new feature implementation.\"\n    },\n    {\n      \"username\": \"avasis-ai\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/269456994?u=08cfe83895ed0368a691e592d7a40f448b129347&v=4\",\n      \"totalScore\": 15.38629436111989,\n      \"prScore\": 15.38629436111989,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"avasis-ai: Focused on improving database reliability within the elizaos ecosystem, currently working on a fix for roomId handling in the InMemoryDatabaseAdapter via PR #6965. No other contributions or code changes were recorded this month.\"\n    },\n    {\n      \"username\": \"hypeprinter007-stack\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/270686917?v=4\",\n      \"totalScore\": 14.893147180559945,\n      \"prScore\": 14.693147180559945,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"hypeprinter007-stack: Focused on expanding plugin capabilities by opening PR #333 in elizaos-plugins/registry to add plugin-signalfuse. They also contributed to project discussions by providing one pull request comment. Their activity this month was centered on the development of new plugin integrations.\"\n    },\n    {\n      \"username\": \"razz-games\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/251272822?v=4\",\n      \"totalScore\": 14.693147180559945,\n      \"prScore\": 14.693147180559945,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"razz-games: Focused on expanding ecosystem integration by opening PR #335 in elizaos-plugins/registry to add the @razzgames/elizaos-plugin. This contribution involved a targeted configuration update, representing the entirety of their activity for the month.\"\n    },\n    {\n      \"username\": \"igor-peregudov\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/20255110?u=19af530bed935319d2f4d5e3ab43e8ef074b2aa6&v=4\",\n      \"totalScore\": 14.693147180559945,\n      \"prScore\": 14.693147180559945,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"igor-peregudov: Focused on expanding plugin integration capabilities, initiating PR #346 in elizaos-plugins/registry to add @elisym/plugin-elizaos. This work involved a targeted configuration update, reflecting a primary focus on project registry management.\"\n    },\n    {\n      \"username\": \"BarisSozen\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31259058?u=552303524bfd292b4ff8f3c0eeafa34dcef865e9&v=4\",\n      \"totalScore\": 14.693147180559945,\n      \"prScore\": 14.693147180559945,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"BarisSozen: Focused on expanding the ecosystem's integration capabilities by initiating PR #337 in elizaos-plugins/registry to add the @hashlock/plugin-hashlock. This contribution involved a targeted configuration update to support new plugin functionality. Their work this month was primarily centered on configuration management.\"\n    },\n    {\n      \"username\": \"fel123\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/33407903?v=4\",\n      \"totalScore\": 14.376573590279973,\n      \"prScore\": 13.976573590279973,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.4,\n      \"summary\": \"fel123: Focused on expanding the ecosystem's integration capabilities by opening PR #345 in elizaos-plugins/registry to add the @quantoracle/plugin-quantoracle. They also provided a review on a pull request, contributing to the collaborative review process. Their work this month was primarily centered on configuration updates.\"\n    },\n    {\n      \"username\": \"re-bruce-wayne\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/196209605?u=0f106df5aeadfc126ee7ca9d05c34171fe5b6476&v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"ERROR403agent\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/260345463?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"ERROR403agent: Focused on expanding agent capabilities by initiating the integration of the deepblue plugin via PR #34 in elizaos-plugins/registry. They also contributed to the ecosystem by creating and closing issue #6646 in elizaos/eliza to propose a real-world x402 API for agent builders. Their activity this month centered on feature development and project planning within the elizaos ecosystem.\"\n    },\n    {\n      \"username\": \"AICre8dev\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/194568078?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"AICre8dev: Focused on expanding ecosystem integrations, currently maintaining an open pull request in elizaos-plugins/registry (#327) to implement the vybes.fun integration.\"\n    },\n    {\n      \"username\": \"0tabris\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/129533148?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"0tabris: Focused on expanding ecosystem capabilities by initiating the integration of cross-chain swap functionality in elizaos-plugins/registry via PR #336. This work involved targeted configuration updates, balancing feature development with bugfix efforts. Their contributions this month centered exclusively on configuration-level modifications.\"\n    },\n    {\n      \"username\": \"goatgaucho\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/253565951?v=4\",\n      \"totalScore\": 13.808573590279972,\n      \"prScore\": 13.808573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"goatgaucho: Focused on expanding ecosystem integrations by opening PR #332 in elizaos-plugins/registry to add the @trustlayer/plugin-elizaos. This contribution involved a targeted configuration update to support new plugin functionality. Their work this month was centered exclusively on configuration management.\"\n    },\n    {\n      \"username\": \"MrTalecky\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/27448908?u=ae6c26a3dab091f951977912df874e42d12f02ed&v=4\",\n      \"totalScore\": 13.631573590279972,\n      \"prScore\": 13.631573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"enigma-zeroclaw\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/264714710?v=4\",\n      \"totalScore\": 12,\n      \"prScore\": 0,\n      \"issueScore\": 12,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"enigma-zeroclaw: Focused on strategic planning and ecosystem expansion for the elizaos/eliza project by proposing and initiating discussions around agent-to-agent commerce and monetization via the Merxex Exchange. They actively engaged with the community through 6 issue comments and managed the lifecycle of 4 issues, including the closure of proposal #6779 and the opening of integration tasks #6961, #6966, and #6967. Their work this month centered on architectural proposals and project coordination rather than direct code implementation.\"\n    },\n    {\n      \"username\": \"sailorpepe\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/159828807?u=9298c48eb8b41b0a0b0968e987c029e307771855&v=4\",\n      \"totalScore\": 11.32071895621705,\n      \"prScore\": 11.32071895621705,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"MoonSoon69\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/193276852?u=ae4dfec2ee87ce58e61ddf50d465a8df6618dd8e&v=4\",\n      \"totalScore\": 8.956573590279971,\n      \"prScore\": 8.756573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"MoonSoon69: No activity this month.\"\n    },\n    {\n      \"username\": \"ai16z-demirix\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/188117230?u=424cd5b834584b3799da288712b3c4158c8032a1&v=4\",\n      \"totalScore\": 8,\n      \"prScore\": 0,\n      \"issueScore\": 8,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"ai16z-demirix: Focused on enhancing system security by identifying and reporting two critical vulnerabilities in elizaos/eliza. They successfully facilitated the resolution of a sandbox escape via `new Function()` prototype chain (#6767) and a command injection vulnerability involving unsanitized window IDs (#6766). Their work this month was centered entirely on security auditing and vulnerability mitigation.\"\n    },\n    {\n      \"username\": \"teodorofodocrispin-cmyk\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/271404169?u=002189b8c20f02c5f0715b1f565abcb67ab53a25&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"secret-mars\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/180074811?u=2c2c8b75b349ca0c5fc27382d235329be0da81bb&v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"secret-mars: No activity this month.\"\n    },\n    {\n      \"username\": \"digitamaz\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/198436502?v=4\",\n      \"totalScore\": 4,\n      \"prScore\": 0,\n      \"issueScore\": 4,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"digitamaz: Focused on enhancing project visibility by contributing to the elizaos/eliza repository. They successfully closed issue #6699, which involved adding a Clarvia AEO badge to display agent-readiness scores.\"\n    },\n    {\n      \"username\": \"majorelalexis-stack\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/266517750?v=4\",\n      \"totalScore\": 2.44,\n      \"prScore\": 0,\n      \"issueScore\": 2.1,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"majorelalexis-stack: Focused on project expansion and ecosystem integration, specifically by initiating the proposal for the MAXIA AI Marketplace plugin in elizaos/eliza (#6700). Beyond this proposal, they engaged in community discussions by contributing 2 comments on existing issues. Their activity this month centered on project planning and collaborative outreach within the elizaos repository.\"\n    },\n    {\n      \"username\": \"pshkv\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/32749662?u=e47550332e8047fdf647b65102974ffda56c2c79&v=4\",\n      \"totalScore\": 2.2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"pshkv: Focused on project expansion and community engagement, pshkv initiated a plugin proposal for the elizaos/eliza repository (#6707). Beyond this proposal, they contributed to project discussions by providing two issue comments to support ongoing development.\"\n    },\n    {\n      \"username\": \"loaditoutadmin\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/268400134?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"loaditoutadmin: Focused on security documentation and project outreach, creating issue #6710 in elizaos/eliza to highlight the security grade achieved by the MCP server. There were no code changes, merged pull requests, or review activities recorded this month.\"\n    },\n    {\n      \"username\": \"jvonb\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/262670638?u=3911e2ec7a9ef3bf1eccd31e147dea1cdd4ba715&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"edcet\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/94407827?v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"edcet: No activity this month.\"\n    },\n    {\n      \"username\": \"dirtybits\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/28834908?u=b8dc1929987e56622b91adf842c1499c4196210d&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"dirtybits: Focused on project stability by identifying and resolving a critical installation issue in elizaos/eliza (#6704), where they successfully addressed a failure related to Bun's postinstall script.\"\n    },\n    {\n      \"username\": \"aeoess\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/171286556?u=6c84bd29793495ac607e088d40286cf0c99b35b0&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"aeoess: Focused on architectural planning for autonomous agent capabilities, specifically by initiating and closing issue #6711 in elizaos/eliza regarding delegation chains and scoped authority. This contribution highlights a focus on the conceptual framework and governance structures for autonomous systems.\"\n    },\n    {\n      \"username\": \"CryptoGenesisSecurity\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/83247083?u=8c9172a589d1dc3ecb7359ec620a0170f68e84e2&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"CryptoGenesisSecurity: Focused on enhancing trading security by initiating and resolving issue #6706 in elizaos/eliza, which introduced safety checks for the SafeAgent plugin to mitigate honey-pot risks. This contribution highlights a commitment to improving the security posture of trading operations within the ecosystem.\"\n    },\n    {\n      \"username\": \"Aigen-Protocol\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/83247083?u=8c9172a589d1dc3ecb7359ec620a0170f68e84e2&v=4\",\n      \"totalScore\": 2,\n      \"prScore\": 0,\n      \"issueScore\": 2,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": \"Aigen-Protocol: No activity this month.\"\n    },\n    {\n      \"username\": \"jonathanbulkeley\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258885064?v=4\",\n      \"totalScore\": 0.4,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.4,\n      \"summary\": null\n    },\n    {\n      \"username\": \"douglasborthwick-crypto\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/256362537?u=d2bcb713a5c90ba7d8bb079bbd0ea91041348838&v=4\",\n      \"totalScore\": 0.33999999999999997,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.33999999999999997,\n      \"summary\": \"douglasborthwick-crypto: This month, the focus remained on minor maintenance and collaborative engagement, characterized by a single commit and two pull request comments. The work involved a small modification to a single file, reflecting a primary focus on other project-related tasks.\"\n    },\n    {\n      \"username\": \"up2itnow0822\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/220628848?u=122901ce09c43502713fd75c969aea3a88d5127b&v=4\",\n      \"totalScore\": 0.2,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"up2itnow0822: Focused on expanding the ecosystem's wallet capabilities by creating and closing issue #6552 in elizaos/eliza regarding the non-custodial agentwallet plugin. Their technical contributions included a single commit involving a bugfix that modified one file. This work reflects a primary focus on bugfix efforts within the project.\"\n    },\n    {\n      \"username\": \"Yaqing2023\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/130617529?v=4\",\n      \"totalScore\": 0.2,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0.2,\n      \"summary\": \"Yaqing2023: Focused on issue resolution within the elizaos/eliza repository, where they successfully identified and closed issue #6617 regarding a missing function in the electronAPI. Their contributions this month were centered on troubleshooting and maintaining project stability.\"\n    }\n  ],\n  \"newPRs\": 349,\n  \"mergedPRs\": 308,\n  \"newIssues\": 47,\n  \"closedIssues\": 143,\n  \"activeContributors\": 59\n}\n---\n2026-04-26T08:52:19.460157+00:00Z\n---\n2026-04-26\n---\nai_news_elizaos_discord_md_2026-04-25\n---\nai_news_elizaos_discord_md_2026-04-24\n---\nai_news_elizaos_discord_md_2026-04-23\n---\nai_news_elizaos_daily_json_2026-04-25\n---\nai_news_elizaos_daily_md_2026-04-25\n---\nai_news_elizaos_daily_discord_json_2026-04-25\n---\nai_news_elizaos_daily_discord_md_2026-04-25\n---\ngithub_summaries_week_latest_2026-04-19.md\n---\ngithub_summaries_month_latest_2026-04-01.md\n---\ngithub_summaries_daily_2026-04-26"
  ]
}