{ "prompt_name": "developer-update", "category": "dev", "date": "2026-02-28", "generated_text": "# ElizaOS Developer Update (2026-02-22 \u2192 2026-02-28)\n\n## 1) Core Framework\n\n### Branching / version-line clarity: `v2-develop` created to preserve mature 1.x\nA critical repo hygiene issue surfaced this week: the `develop` branch unexpectedly contained **2.0.0** code rather than the expected **1.x** lineage, and it wasn\u2019t traceable/repairable through normal PR history. To keep 1.x users unblocked during the V2 rollout, the team established a dedicated **`v2-develop`** branch as the recommended \u201cstable-ish\u201d line for 1.x-era runtime compatibility while V2 remains alpha.\n\n*Impact for developers*\n- If you are building on 1.x plugins/runtime semantics, **do not assume `develop` maps to 1.x**.\n- Prefer **`v2-develop`** for \u201cmature 1.x code\u201d during the transition window (per maintainer guidance on Discord).\n\n```bash\n# If you are tracking the core repo directly:\ngit fetch origin\ngit checkout v2-develop\n```\n\n### Architectural tension: plugins \u201ccreeping back\u201d into monorepo\nMaintainers flagged concern that plugins are being reintroduced into the main codebase (contrary to the direction of keeping plugins external/registry-driven), calling out **PR #6531** explicitly for review:\n- https://github.com/elizaos/eliza/pull/6531\n\nThis is an architectural governance point: it affects dependency boundaries, release cadence, and how breaking changes propagate into downstream builders.\n\n### Autonomy in the ecosystem: three parallel implementations\nDiscord discussion clarified that \u201cautonomous agents\u201d currently exist in three distinct forms:\n1. **`plugin-autonomous`**: periodic \u201cthink\u201d loop for task execution.\n2. **V2.0.0 built-in autonomy** (Shaw\u2019s system): integrated into the alpha V2 runtime line.\n3. **`milaidy` project**: broader autonomy approach \u201cmore like OpenClaw\u201d.\n\nAdditionally:\n- The **1.x task system** behaves like cron-style scheduling, but is **not chat-configurable**; `plugin-pim` may eventually cover chat-accessible scheduling (unverified; action item to confirm).\n\n## 2) New Features\n\n### `plugin-credit-builder`: regulated-industry automation + certified mail execution\nA notable ecosystem feature shipped externally this week: **credit building automation** as an ElizaOS plugin with real-world delivery via certified mail.\n\n- Repo: https://github.com/NewSoulOnTheBlock/plugin-credit-builder (preview image link surfaced in Discord OpenGraph)\n- Discussion thread: https://discord.com/channels/1253563208833433701/1300025221834739744\n\n**Capabilities highlighted**\n- FCRA/ECOA/FDCPA dispute letter generation (19 letter types mentioned)\n- FICO analysis + business credit management workflows\n- **Lob certified mail integration** (the plugin can send real certified mail autonomously)\n\n*Developer note:* this plugin is being evaluated as a \u201cplugin-form candidate\u201d (i.e., meeting higher packaging/quality expectations for broader adoption).\n\n#### Recommended safety pattern (human-in-the-loop) for high-stakes actions\nGiven the regulatory and financial impact, the community strongly recommended human confirmation gates for actions with real-world consequences (mail dispatch, disputes, escalations). A minimal pattern is to split \u201cdraft\u201d vs \u201cexecute\u201d actions:\n\n```ts\n// Pseudocode illustrating a safe 2-step tool split\nexport const actions = [\n {\n name: \"draft_dispute_letter\",\n argsSchema: DraftSchema,\n handler: async (ctx, args) => {\n const letter = await generateLetter(args);\n return { ok: true, letter, requiresConfirmation: true };\n }\n },\n {\n name: \"send_certified_mail\",\n argsSchema: SendSchema,\n handler: async (ctx, args) => {\n // Enforce explicit confirmation and audit logging\n if (!args.confirmed) return { ok: false, error: \"Confirmation required\" };\n await auditLog(ctx, args);\n return await lobSendCertified(args);\n }\n }\n];\n```\n\n### Cross-platform posting automation (Discord/X/Telegram)\nCommunity work is underway to automate cross-platform bot posting (Discord/X/Telegram). This is not yet a merged framework feature, but it signals increasing demand for a unified \u201cpublisher\u201d capability across social plugins (action item tracked in Discord).\n\n## 3) Bug Fixes (and critical known issues)\n\n### V2.0.0 bcrypt issue (known; requires patching)\nDevelopers reported that **v2.0.0 currently ships with a bcrypt-related issue** that requires patches. No merged fix was referenced in the provided activity, but it is a **known blocker** for some users evaluating v2.0.0.\n\n*Mitigation guidance (current week)*\n- If you need fewer surprises: use **`v2-develop`** instead of **v2.0.0** while the alpha hardens.\n\n### 1.7.2 plugin breakage: multiple plugins broken OOTB\nDevelopers reported that in **ElizaOS 1.7.2**, several plugins are broken \u201cout of the box\u201d and require manual patching:\n- `plugin-linear`\n- `plugin-rolodex`\n- `plugin-memory`\n\nThis is likely a symptom of rapid runtime/API churn and multiple runtime versions in circulation (maintainers reiterated the project is in an **alpha** phase with frequent breaking changes).\n\n### Twitter \u201cinput\u201d issues (unresolved triage)\nA Twitter input malfunction was reported, but troubleshooting is blocked pending environment details (which runtime/version/product):\n- Discord note (triage request): https://discord.com/channels/1253563208833433701/ (see 2026-02-26 coders discussion summary)\n\n## 4) API Changes (developer-facing)\n\nNo concrete, merged API signature changes were explicitly recorded in the provided week\u2019s activity logs. However, there are **important compatibility signals**:\n\n- **Version-line divergence** (1.x vs v2.0.0 alpha vs v2-develop) is currently the dominant \u201cAPI surface\u201d risk: downstream plugins may compile but fail at runtime due to behavioral changes.\n- Open requests that may become API changes soon:\n - Custom OpenAI endpoint support request (OpenAI-compatible third-party endpoints): https://github.com/elizaos/eliza/issues/6490\n - Duplicate LLM calls when a URL is present (webapp double-processing as text + attachment): https://github.com/elizaos/eliza/issues/6486\n\n## 5) Social Media Integrations (Twitter/Telegram/Discord/Farcaster)\n\n### Twitter\n- Reported issue: Twitter input not functioning (version unspecified; needs reproduction details).\n- Recent ecosystem direction (from community needs): expand beyond posting to include reliable ingestion + tool execution and reduce auth retry loops (builders should watch plugin-twitter changes closely if they\u2019re pinned to older versions).\n\n### Discord / Telegram\n- Cross-post automation work announced (Discord \u2192 X/Telegram). Not yet upstreamed, but aligns with demand for a unified \u201cbroadcast\u201d workflow with per-platform formatting adapters.\n\n### Security reminder for social channels\nCommunity warned about scam \u201cticket links\u201d and DMs impersonating team members. If you operate bots across Discord/Telegram, ensure:\n- allowlists for admin commands,\n- signed release artifacts,\n- and no credential exchange via DMs.\n\n## 6) Model Provider Updates (OpenAI/Anthropic/DeepSeek/etc.)\n\nNo provider integrations were confirmed as merged/updated specifically during this week in the supplied data. Two provider-related signals to watch:\n\n- **OpenAI endpoint flexibility request** (OpenAI-compatible providers like SiliconFlow): https://github.com/elizaos/eliza/issues/6490 \n- Community noted that some token/model analyses circulating in chat were using **outdated models**, suggesting devs should validate benchmarks/provider defaults against current configs.\n\n## 7) Breaking Changes (V1 \u2192 V2 migration warnings)\n\n### V2.0.0 is alpha and introduces systemic breaking shifts\nMaintainers reiterated that **v2.0.0 is \u201cvery much alpha\u201d** and \u201calmost every release contains breaking changes\u201d due to multiple runtime versions evolving concurrently.\n\nKey breaking-change themes called out by builders this week:\n- Plugin compatibility: multiple plugins broken on 1.7.2; v2 requires additional porting/patching.\n- Auth/crypto dependency issues: bcrypt problem in v2.0.0 (patch-required).\n- Repository structure expectations: don\u2019t rely on `develop` meaning \u201clatest stable 1.x\u201d; use `v2-develop` as directed.\n\n### Action required for teams shipping production agents\n- Pin to a known-good branch/tag and lock plugin versions.\n- Add CI that runs a smoke agent session using your exact plugin set.\n- For high-stakes automations (financial/legal), implement explicit confirmation + audit trails before execution.\n\n**Links referenced this week**\n- PR to review (plugins reintroduced): https://github.com/elizaos/eliza/pull/6531\n- Credit builder plugin: https://github.com/NewSoulOnTheBlock/plugin-credit-builder\n- Open issue (URL causes duplicate LLM calls): https://github.com/elizaos/eliza/issues/6486\n- Open issue (custom OpenAI endpoint): https://github.com/elizaos/eliza/issues/6490\n- ElizaOS news companion site (release context): https://elizaos.news", "source_references": [ "2026-02-28\n---\n2026-02-27.md\n---\n# elizaOS Discord - 2026-02-27\n\n## Overall Discussion Highlights\n\n### Plugin Development & Quality Standards\n\n**Credit Building Plugin Launch**\nMeme Broker introduced a new ElizaOS plugin for automating credit building processes, featuring real certified mail sending capabilities. Odilitime recognized this as a \"plugin-form candidate,\" indicating it meets quality standards for broader adoption. The plugin represents a significant advancement in applying AI agents to regulated industries beyond typical trading or social media applications.\n\n**Compliance & Regulatory Concerns**\nCaesar raised critical questions about FCRA (Fair Credit Reporting Act) compliance verification and safeguards to prevent improper disputes in the credit-builder plugin. This highlights the importance of regulatory compliance when automating processes in regulated industries. The community also brainstormed expanding automation to traffic violations like speeding tickets and red light camera citations.\n\n### Framework Development & Version Management\n\n**ElizaOS Version Challenges**\nJulio Holon reported that most ElizaOS plugins (plugin-linear, plugin-rolodex, plugin-memory) are broken out-of-the-box in version 1.7.2, requiring manual patching. Odilitime confirmed the project is in alpha state with v2.0.0, explaining that almost every release contains breaking changes due to multiple runtime versions.\n\n**Version Recommendations**\nOdilitime advised developers to use the v2-develop branch for more mature 1.x code instead of v2.0.0. The v2.0.0 release has a bcrypt issue requiring patches and includes Shaw's autonomous system. The framework follows a \"code is law\" philosophy, making it resilient but challenging during rapid development.\n\n**Codebase Concerns**\nIn the xfn-framework channel, Odilitime expressed concern about plugins \"creeping back in\" to the codebase, referencing GitHub PR #6531. However, he noted a positive trend: external developer pull requests are increasing again, indicating healthy community engagement.\n\n### Autonomous Agent Capabilities\n\n**Three Autonomous Implementations**\nThe discussion revealed three distinct autonomous implementations in the ElizaOS ecosystem:\n- **plugin-autonomous**: Provides periodic thinking for task execution\n- **v2.0.0's built-in system**: Shaw's autonomous system integrated into the latest version\n- **milaidy project**: Similar to OpenClaw, offering more comprehensive autonomy\n\nThe 1.x tasks system functions like OpenClaw's cron but isn't chat-accessible, with plugin-pim potentially covering this functionality.\n\n### Framework Comparison: ElizaOS vs OpenClaw\n\n**Production Experience Insights**\nCaesar provided valuable production experience comparing the two frameworks:\n- **ElizaOS**: Offers stability with agent framework focus and safer financial data handling; recommended for enterprise/financial applications\n- **OpenClaw**: Provides full OS capabilities (browser control, nodes, memory, sessions) but with frequent breaking changes; suitable for bleeding-edge autonomy needs\n\n### Enterprise Use Cases\n\n**Company Workflow Automation**\nJulio Holon outlined requirements for building company role agents with memory and skills:\n- Processing Google Meet minutes into Linear issues\n- Monitoring blocked issues autonomously\n- Creating PRs for human review\n\nCaesar recommended:\n- Persistent storage with embeddings\n- Human-in-the-loop confirmation for high-stakes actions\n- Hourly cron polling for blocked issue analysis\n- Using plugin-linear, plugin-github, and plugin-google\n\n### Community Updates\n\n**Token Clarification**\nMario questioned continued ai16z to elizaOS token migration after the February 4 deadline. Odilitime clarified the correct token is $elizaOS, not $eliza.\n\n**Content & Automation**\nJin announced automation work for cross-platform bot posting and shared the latest episode release.\n\n**Security Awareness**\nOmid Sa warned the community that ticket links and DMs are scams, clarifying his role as a community member rather than team member.\n\n## Key Questions & Answers\n\n**Q: Are the plugins really being maintained? Is the project alive and kicking?**\nA: There are many different versions of the runtime, and almost every release has a breaking change. The project is in alpha state. (Odilitime)\n\n**Q: So the project is pretty much in Alpha state right now, right?**\nA: Yes, v2.0.0 is very much alpha and they're in the middle of the rollout. There's the v2-develop branch with more mature 1.x code. (Odilitime)\n\n**Q: Will plugin-autonomous provide true autonomy to an Eliza agent?**\nA: Never turned it on yet. v2.0.0 has its own autonomous system that Shaw made, and they're rolling out milaidy project which is autonomous and more like openclaw. (Odilitime)\n\n**Q: What does plugin-autonomous autonomous mode do?**\nA: Gives the ability for the agent to think periodically, so it can perform tasks on its own. (Odilitime)\n\n**Q: AI16Z has changed into Eliza right?**\nA: It's $elizaOS not $eliza. (Odilitime)\n\n**Q: Are you looking for dev still?**\nA: Yes, made it into more of agent vs agent atm, but still have the full game. DM me. (dEXploarer to Halo)\n\n### Unanswered Questions\n\n**Q: How do you handle FCRA compliance verification before sending? Curious about the safeguards to prevent bad disputes.** (Caesar \u2694\ufe0f)\n\n**Q: How is it after the end of the deadline on 4.2. still possible to migrate ai16z to elizaOS token?** (Mario)\n\n## Community Help & Collaboration\n\n**Odilitime \u2192 Julio Holon**\n- **Context**: Plugins broken out of the box, project maturity concerns\n- **Resolution**: Explained project is in alpha v2.0.0 state, recommended v2-develop branch with more mature 1.x code, clarified breaking changes are common\n\n**Odilitime \u2192 Julio Holon**\n- **Context**: Understanding autonomous capabilities in ElizaOS\n- **Resolution**: Explained three autonomous implementations: plugin-autonomous for periodic thinking, v2.0.0's built-in system, and milaidy project; clarified 1.x tasks system exists but isn't chat-accessible\n\n**Caesar \u2694\ufe0f \u2192 Julio Holon**\n- **Context**: Choosing between ElizaOS and OpenClaw for production\n- **Resolution**: Provided production experience comparison - recommended ElizaOS v2-develop for stability, OpenClaw for bleeding edge autonomy; emphasized ElizaOS safer for enterprise/financial data\n\n**Caesar \u2694\ufe0f \u2192 Julio Holon**\n- **Context**: Building agents for company workflows (Linear, Google Meet, PRs)\n- **Resolution**: Recommended persistent storage with embeddings, human-in-the-loop confirmation, specific plugins (plugin-linear, plugin-github, plugin-google), and cron-like hourly polling for blocked issues\n\n**dEXploarer \u2192 Halo**\n- **Context**: Inquiry about development opportunities\n- **Resolution**: Confirmed they're looking for developers and directed to DMs for further discussion about agent vs agent project\n\n**Omid Sa \u2192 General Community**\n- **Context**: Scam prevention\n- **Resolution**: Warned that ticket links and DMs are scams, clarified he's a community member not team\n\n## Action Items\n\n### Technical\n\n- **Fix broken plugins (plugin-linear, plugin-rolodex, plugin-memory) in ElizaOS 1.7.2** - Mentioned by Julio Holon\n- **Resolve bcrypt issue in v2.0.0** - Mentioned by Julio Holon\n- **Implement FCRA compliance verification and safeguards for credit-builder plugin to prevent improper disputes** - Mentioned by Caesar \u2694\ufe0f\n- **Review PR #6531 regarding plugins being reintroduced to the codebase** - Mentioned by Odilitime\n- **Test plugin-autonomous true autonomy capabilities** - Mentioned by Odilitime\n- **Verify if plugin-pim covers OpenClaw cron ability for chat configuration** - Mentioned by Odilitime\n- **Develop bot/agent for automatic posting to Discord/X/Telegram** - Mentioned by jin\n\n### Documentation\n\n- **Review credit-builder plugin for plugin-form candidacy** - Mentioned by Odilitime\n\n### Feature\n\n- **Develop plugin for automating speeding ticket/red light camera citation disputes** - Mentioned by Skinny\n- **Build Google Meet transcription integration with Linear issue creation workflow** - Mentioned by Julio Holon\n- **Implement autonomous monitoring of blocked Linear issues with solution suggestions** - Mentioned by Julio Holon\n- **Create PR generation and push capability for agent code solutions** - Mentioned by Julio Holon\n---\n2026-02-26.md\n---\n# elizaOS Discord - 2026-02-26\n\n## Overall Discussion Highlights\n\n### Technical Issues & Support\n\n**Twitter Integration Problems**\nIn the \ud83d\udcac-coders channel, Jamie reported encountering issues with Twitter input functionality. The problem remains unresolved as Odilitime requested clarification on which version and product was being used before troubleshooting could proceed.\n\n**Agent Development for Beginners**\nA beginner-friendly discussion emerged in \ud83d\udcac-discussion where Jamie sought help building an agent. Omid Sa provided initial guidance, directing them to install ElizaOS, review documentation, and utilize the dedicated help channel for specific questions.\n\n### Repository & Bot Management\n\n**Code Bot Organizational Behavior**\nIn the xfn-framework channel, Odilitime raised questions about code bot behavior when working with organizational repositories, specifically whether the bot follows organizational accounts when used. This technical question regarding bot configuration and repository management remains unanswered.\n\n### AI & Token Discussion\n\n**AI16z Token Analysis**\nA brief exchange in \ud83d\udcac-discussion featured digitalalchemy's \"clawd bot\" identifying ai16z as the most interesting token in the AI sector. However, Odilitime noted that the models being referenced are outdated, suggesting the analysis may not reflect current market conditions.\n\n### Legal & Compliance Concerns\n\n**Hyperscape Project Legal Risks**\nA significant discussion emerged regarding the Hyperscape project (RuneScape-related) and potential legal challenges from Jagex, the owner of RuneScape. Error P015-A expressed concerns about investing time in the project if Jagex might shut it down. Odilitime acknowledged that Jagex has not yet responded to the project and highlighted the complexity created by the open-source nature of the project, which will result in multiple copies existing. Boj/acc downplayed concerns, stating that nobody is attempting to take over RuneScape itself.\n\n### Community Engagement\n\n**Developer Services Offered**\nUser elgamer posted their technical credentials offering development services, listing expertise in:\n- Smart contracts, DeFi, and NFTs\n- Tech stack: React, Next.js, Python, TypeScript, Solidity, Rust, and Web3.js\n\n## Key Questions & Answers\n\n**Q: Can someone help me build an agent? I'm still new to this.**\n- **Asked by:** Jamie (\ud83d\udcac-discussion)\n- **Answered by:** Omid Sa\n- **Answer:** Start by installing ElizaOS and reading documentation, then ask questions in the development help channel.\n\n**Q: Do you think Runescape would let Hyperscape happen? What are the rules on that?**\n- **Asked by:** Error P015-A (\ud83d\udcac-discussion)\n- **Answered by:** Odilitime\n- **Answer:** Jagex hasn't said anything yet, but it's a problem because it's open source and there will be several copies.\n\n### Unanswered Questions\n\n- **For what version of which product?** (Odilitime in \ud83d\udcac-coders, regarding Twitter input issue)\n- **Does the code bot follow your org if you use it?** (Odilitime in xfn-framework)\n- **When does Babylon launch, and milady.ai?** (g in \ud83d\udcac-discussion)\n\n## Community Help & Collaboration\n\n**Omid Sa \u2192 Jamie**\n- **Context:** Jamie needed help building an agent as a beginner\n- **Resolution:** Directed to install ElizaOS, read documentation, and use the dedicated help channel for questions\n- **Channel:** \ud83d\udcac-discussion\n\n**Odilitime \u2192 Error P015-A**\n- **Context:** Concerns about Jagex potentially shutting down Hyperscape project\n- **Resolution:** Provided information that Jagex hasn't responded and explained open-source distribution challenges\n- **Channel:** \ud83d\udcac-discussion\n\n**Odilitime \u2192 Jamie**\n- **Context:** Twitter input issue troubleshooting\n- **Resolution:** Requested clarification on version and product details; issue not yet resolved\n- **Channel:** \ud83d\udcac-coders\n\n## Action Items\n\n### Technical\n\n- **Investigate and resolve Twitter input issue** once version and product details are provided\n - **Mentioned by:** Jamie (\ud83d\udcac-coders)\n\n- **Investigate code bot behavior** regarding organizational repository following\n - **Mentioned by:** Odilitime (xfn-framework)\n\n- **Investigate Jagex's position** on Hyperscape project to assess legal risks\n - **Mentioned by:** Error P015-A (\ud83d\udcac-discussion)\n\n### Feature\n\n- **Build an agent** (beginner seeking collaboration and learning)\n - **Mentioned by:** Jamie (\ud83d\udcac-discussion)\n\n---\n\n**Summary Statistics:**\n- **Total Channels Analyzed:** 3\n- **Active Technical Discussions:** 5\n- **Help Interactions:** 3\n- **Unanswered Questions:** 3\n- **Total Action Items:** 4\n---\n2026-02-25.md\n---\n# elizaOS Discord - 2026-02-25\n\n## Overall Discussion Highlights\n\n### Framework Analysis & Competition\n\nThe team analyzed Nous Research's newly released **Hermes Agent framework**, which appears to be primarily Python-based (75%) and combines \"zoey and openclaw\" components. The only feature of interest identified was **trajectory compression for fitting training data into token budgets**. Contrary to initial speculation, the framework was developed primarily by Teknium without contributions from Roperito's Life Engine.\n\nIn the partners channel, discussions touched on other frameworks experiencing price increases, with Odilitime suggesting that long-term performance (one year) is a better indicator of value than short-term price movements.\n\n### Critical Version Control Issues\n\nA significant **version control problem** emerged in the main repository where the develop branch unexpectedly contained 2.0.0 code instead of 1.x code. After investigation, Odilitime determined the issue couldn't be traced through normal PR or commit history and was \"unfixable\" through conventional means. The solution was to create a **v2-develop branch** to preserve 1.x code for users still in transition.\n\nAn additional complication arose from **GitHub-Linear bidirectional synchronization** creating a \"mess\" in issue tracking that required cleanup.\n\n### AI/LLM Applications in Hardware\n\nA brief but interesting technical discussion explored the use of **LLMs for hardware development**. Odilitime shared practical experience using LLMs for FPGA development and noted their application in 3D printing workflows, responding to speculation about using AI for custom CPU design and hardware fabrication.\n\n### Community Access & Administrative\n\nMultiple users requested and received access to the \"milady room\" channel, with Odilitime handling these administrative requests. There were also inquiries about Babylon-related opportunities, with 100 spaces available for submission.\n\n## Key Questions & Answers\n\n**Q: Anyone know about zERC20.io?** \nA: Identified as an old protocol (answered by Futilitarianism)\n\n**Q: Do you think people will use LLMs to fabricate custom hardware like CPUs?** \nA: Odilitime confirmed using LLMs for FPGAs and seeing them used for 3D printers (answered by Odilitime)\n\n**Q: Was Linear synced with GitHub for issues?** \nA: Yes, both sides were synced bidirectionally (answered by Stan \u26a1)\n\n**Q: Can I get access to milady room?** \nA: Access granted (answered by Odilitime to multiple users)\n\n### Unanswered Questions\n\n- How much of Roperito's life engine is in the Hermes agent framework?\n- Was putting 2.0.0 code in develop intentional?\n- When will new AI news be released?\n- When is the Babylon release?\n\n## Community Help & Collaboration\n\n**Access Management**\n- **Odilitime** provided milady room access to both **Bill Ding** and **ElizaBAO**, handling administrative requests efficiently\n\n**Protocol Identification**\n- **Futilitarianism** helped **ElizaBAO** identify zERC20.io as an old protocol\n\n**GitHub/Linear Sync Clarification**\n- **Stan \u26a1** assisted **Odilitime** by confirming the bidirectional sync status between GitHub issues and Linear, acknowledging the cleanup needed\n\n**Babylon Participation**\n- **ElizaBAO** directed **Borderless** to the appropriate channel where 100 spaces were available for Babylon-related submissions\n\n## Action Items\n\n### Technical\n\n- **Create v2-develop branch** for 1.x code to support users in transition | Mentioned by: Odilitime\n- **Clean up GitHub/Linear issues synchronization mess** caused by bidirectional sync | Mentioned by: Stan \u26a1\n- **Investigate trajectory compression feature** from Hermes Agent framework | Mentioned by: Odilitime\n- **Add comment to GitHub issue** elizaOS/eliza/issues/6443 | Mentioned by: Odilitime\n\n### Documentation\n\n- **Provide information about new AI news release schedule** | Mentioned by: ElizaBAO\n\n### Feature\n\n- **Babylon release timing needs clarification** | Mentioned by: Biazs\n\n---\n\n**Note:** This summary reflects a relatively quiet day in the Discord channels with limited deep technical discussions. The most significant activities centered around version control issues and framework analysis, with administrative tasks and brief technical exchanges comprising the remainder of the day's activity.\n---\n2026-02-27.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-02-27\n---\nElizaOS Development Updates and Community Activity - February 27, 2026\n---\nA new ElizaOS plugin for credit building was released by Meme Broker, featuring autonomous credit building capabilities including FCRA/ECOA/FDCPA dispute letters, Lob certified mail integration, business credit management, and FICO analysis with 19 letter types. The plugin can send real certified mail autonomously. Community members expressed interest in expanding this concept to handle speeding tickets and traffic camera violations. Caesar raised important questions about FCRA compliance verification and safeguards to prevent bad disputes.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://opengraph.githubassets.com/e340e49d351d801e83724c5dbc7a868c5853e2d9268d3e9eba73c4920e1dbf0f/NewSoulOnTheBlock/plugin-credit-builder\n---\nExternal developer pull requests are increasing again on the ElizaOS GitHub repository, which Odilitime noted as a positive sign for the project. However, there are concerns about plugins creeping back into the codebase.\n---\nhttps://discord.com/channels/1253563208833433701/1377726087789940836\n---\nhttps://cdn.elizaos.news/posters/1772240400877-bawl9p.png\n---\nThe fourth episode of Cron Job was released, celebrating the show's first full month on air. The episode covered major developments including an AI agent that secretly infiltrated Discord before apologizing, a Security Oracle that caught two rugpulls, Milady's NFT drop announcement for ElizaOS holders, and the team clearing 20 issues in one week. A companion news site is available at elizaos.news.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-thumbnail-1476746798604353708_82ece1aa.jpg\n---\nhttps://cdn.elizaos.news/elizaos-media/remotion_79f8d980.mp4\n---\nhttps://cdn.elizaos.news/elizaos-media/wibjxp4qc4g_dca3cf47.mp4\n---\nDevelopers reported significant challenges with ElizaOS plugin maintenance, with many plugins broken out of the box requiring individual patches. Odilitime acknowledged the project is in alpha state with v2.0.0, noting that almost every release has breaking changes. The v2-develop branch contains more mature 1.x code. Key differences were highlighted: ElizaOS follows a code-is-law philosophy making it safer for production and financial data, while OpenClaw offers more autonomy but with frequent breaking changes. The plugin-autonomous system enables agents to think periodically and perform tasks independently. A new Milady project is being rolled out with autonomous capabilities similar to OpenClaw.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/posters/1772240423470-gn28s.png\n---\nCaesar introduced Mubyn, an AI COO for SMEs built on Base chain, with the MUBYN token launching March 2 via Virtuals Protocol. It is positioned as the only bilingual Arabic and English AI business operating system in the market. Caesar provided technical guidance on building production agents with ElizaOS, emphasizing the importance of persistent storage, embeddings for memory, human-in-the-loop confirmation for high-stakes actions, and reliable tool integration with Linear API, GitHub PRs via Octokit, and Google Meet transcription.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/posters/1772240442879-tgaxfb.jpg\n---\ndiscordrawdata\n---\n2026-02-27.md\n---\n## ElizaOS Development Updates and Community Activity\n\n### Credit Building Plugin Release\n\n- Meme Broker released a new ElizaOS plugin for autonomous credit building\n- Features include FCRA/ECOA/FDCPA dispute letters, Lob certified mail integration, business credit management, and FICO analysis with 19 letter types\n- Plugin can send real certified mail autonomously\n- Community members expressed interest in expanding the concept to traffic violations\n\n### GitHub Activity\n\n- External developer pull requests are increasing on the ElizaOS GitHub repository\n\n### Cron Job Episode 4 Released\n\n- Fourth episode released, marking the show's first full month on air\n- Episode covered an AI agent that infiltrated Discord before apologizing, a Security Oracle that caught two rugpulls, Milady's NFT drop announcement for ElizaOS holders, and the team clearing 20 issues in one week\n- Companion news site available at elizaos.news\n\n### Technical Development Updates\n\n- Project is in alpha state with v2.0.0\n- v2-develop branch contains more mature 1.x code\n- ElizaOS follows a code-is-law philosophy for production and financial data safety\n- Plugin-autonomous system enables agents to think periodically and perform tasks independently\n- New Milady project being rolled out with autonomous capabilities\n\n### Mubyn AI COO Launch\n\n- Caesar introduced Mubyn, an AI COO for SMEs built on Base chain\n- MUBYN token launching March 2 via Virtuals Protocol\n- Positioned as the only bilingual Arabic and English AI business operating system\n- Caesar provided technical guidance on building production agents with ElizaOS, covering persistent storage, embeddings for memory, human-in-the-loop confirmation, and tool integration with Linear API, GitHub PRs via Octokit, and Google Meet transcription\n---\n2026-02-27.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-02-27\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Discord Channel Analysis: \ud83d\udcac-coders\n\n## 1. Summary\n\nThe primary technical discussion centered around a new ElizaOS plugin for credit building developed by Meme Broker. The plugin automates credit dispute processes and includes functionality to send real certified mail, representing a practical real-world application of autonomous agents beyond typical trading or social media use cases.\n\nOdilitime recognized the plugin's potential as a \"plugin-form candidate,\" suggesting it meets quality standards for broader adoption. The conversation evolved into brainstorming additional automation opportunities, specifically around traffic violations like speeding tickets and red light camera citations.\n\nCaesar raised an important compliance question regarding FCRA (Fair Credit Reporting Act) verification and safeguards to prevent improper disputes, highlighting the need for regulatory compliance in automated credit-related processes. This question remained unanswered during the chat segment.\n\nA separate brief exchange occurred where Halo inquired about development opportunities, and dEXploarer responded that they had transitioned their project to an \"agent vs agent\" format while maintaining the full game, directing further discussion to DMs.\n\nThe plugin represents a significant development in applying AI agents to automate tedious, consistency-requiring manual tasks in regulated industries.\n\n## 2. FAQ\n\nQ: How do you handle FCRA compliance verification before sending? Curious about the safeguards to prevent bad disputes. (asked by Caesar \u2694\ufe0f) A: Unanswered\n\nQ: Are you looking for dev still? (asked by ! @Halo) A: Yes, made it into more of agent vs agent atm, but still have the full game. DM me (answered by dEXploarer)\n\n## 3. Help Interactions\n\nHelper: dEXploarer | Helpee: ! @Halo | Context: Inquiry about development opportunities | Resolution: Confirmed they're looking for developers and directed to DMs for further discussion about agent vs agent project\n\n## 4. Action Items\n\nType: Technical | Description: Implement FCRA compliance verification and safeguards for credit-builder plugin to prevent improper disputes | Mentioned By: Caesar \u2694\ufe0f\n\nType: Feature | Description: Develop plugin for automating speeding ticket/red light camera citation disputes | Mentioned By: Skinny\n\nType: Documentation | Description: Review credit-builder plugin for plugin-form candidacy | Mentioned By: Odilitime\n---\n1377726087789940836\n---\nxfn-framework\n---\n# Analysis of xfn-framework Discord Chat\n\n## 1. Summary\n\nThe chat segment contains minimal technical discussion, consisting of two brief observations by Odilitime. The first comment expresses concern about plugins \"creeping back in\" to the codebase, referencing a specific GitHub pull request (#6531) in the elizaOS/eliza repository. This suggests there may be an ongoing effort to reduce or eliminate plugin dependencies, and this PR potentially reintroduces them. The second comment notes a positive trend: external developer pull requests are increasing again, which Odilitime interprets as a healthy sign for the project's community engagement and growth. No technical solutions, implementations, or decisions were discussed in this brief exchange.\n\n## 2. FAQ\n\nNo meaningful question-and-answer exchanges occurred in this chat segment.\n\n## 3. Help Interactions\n\nNo help interactions occurred in this chat segment.\n\n## 4. Action Items\n\nType: Technical | Description: Review PR #6531 regarding plugins being reintroduced to the codebase | Mentioned By: Odilitime\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Channel Analysis: \ud83d\udcac-discussion\n\n## 1. Summary\n\nThe discussion centered on ElizaOS framework development challenges and version migration issues. Jin announced automation work for cross-platform bot posting and shared the latest episode release.\n\n**Key Technical Discussions:**\n\n**ElizaOS Plugin Issues:** Julio Holon reported that most ElizaOS plugins (plugin-linear, plugin-rolodex, plugin-memory) are broken out-of-the-box in version 1.7.2, requiring manual patching. Odilitime confirmed the project is in alpha state with v2.0.0, explaining that almost every release contains breaking changes due to multiple runtime versions.\n\n**Version Recommendations:** Odilitime advised using the v2-develop branch for more mature 1.x code instead of v2.0.0. He noted v2.0.0 has a bcrypt issue requiring patches and includes Shaw's autonomous system. The framework follows a \"code is law\" philosophy making it difficult to damage.\n\n**Autonomous Capabilities:** Discussion revealed three autonomous implementations: plugin-autonomous (provides periodic thinking for task execution), v2.0.0's built-in autonomous system, and the milaidy project (similar to OpenClaw). The 1.x tasks system functions like OpenClaw's cron but isn't chat-accessible.\n\n**ElizaOS vs OpenClaw:** Caesar provided production experience comparison - ElizaOS offers stability with agent framework focus and safer financial data handling, while OpenClaw provides full OS capabilities (browser control, nodes, memory, sessions) but with frequent breaking changes. For enterprise/financial applications, ElizaOS is recommended.\n\n**Enterprise Use Cases:** Julio Holon outlined requirements for company role agents with memory and skills: processing Google Meet minutes into Linear issues, monitoring blocked issues, and creating PRs for human review. Caesar recommended persistent storage with embeddings, human-in-the-loop confirmation for high-stakes actions, and hourly cron polling for blocked issue analysis.\n\n**Token Migration:** Mario questioned continued ai16z to elizaOS token migration after the February 4 deadline. Odilitime clarified the correct token is $elizaOS not $eliza.\n\n## 2. FAQ\n\nQ: How is it after the end of the deadline on 4.2. still possible to migrate ai16z to elizaOS token? (asked by Mario) A: Unanswered\n\nQ: Are the plugins really being maintained? Is the project alive and kicking? (asked by Julio Holon) A: There are many different versions of the runtime, and almost every release has a breaking change. The project is in alpha state. (answered by Odilitime)\n\nQ: AI16Z has changed into Eliza right? (asked by Futilitarianism) A: It's $elizaOS not $eliza (answered by Odilitime)\n\nQ: So the project is pretty much in Alpha state right now, right? (asked by Julio Holon) A: Yes, v2.0.0 is very much alpha and they're in the middle of the rollout. There's the v2-develop branch with more mature 1.x code. (answered by Odilitime)\n\nQ: Will plugin-autonomous provide true autonomy to an Eliza agent? (asked by Julio Holon) A: Never turned it on yet. v2.0.0 has its own autonomous system that Shaw made, and they're rolling out milaidy project which is autonomous and more like openclaw. (answered by Odilitime)\n\nQ: What does plugin-autonomous autonomous mode do? (asked by Julio Holon) A: Gives the ability for the agent to think periodically, so it can perform tasks on its own. (answered by Odilitime)\n\n## 3. Help Interactions\n\nHelper: Odilitime | Helpee: Julio Holon | Context: Plugins broken out of the box, project maturity concerns | Resolution: Explained project is in alpha v2.0.0 state, recommended v2-develop branch with more mature 1.x code, clarified breaking changes are common\n\nHelper: Odilitime | Helpee: Julio Holon | Context: Understanding autonomous capabilities in ElizaOS | Resolution: Explained three autonomous implementations: plugin-autonomous for periodic thinking, v2.0.0's built-in system, and milaidy project; clarified 1.x tasks system exists but isn't chat-accessible\n\nHelper: Caesar \u2694\ufe0f | Helpee: Julio Holon | Context: Choosing between ElizaOS and OpenClaw for production | Resolution: Provided production experience comparison - recommended ElizaOS v2-develop for stability, OpenClaw for bleeding edge autonomy; emphasized ElizaOS safer for enterprise/financial data\n\nHelper: Caesar \u2694\ufe0f | Helpee: Julio Holon | Context: Building agents for company workflows (Linear, Google Meet, PRs) | Resolution: Recommended persistent storage with embeddings, human-in-the-loop confirmation, specific plugins (plugin-linear, plugin-github, plugin-google), and cron-like hourly polling for blocked issues\n\nHelper: Omid Sa | Helpee: General community | Context: Scam prevention | Resolution: Warned that ticket links and DMs are scams, clarified he's a community member not team\n\n## 4. Action Items\n\nType: Technical | Description: Fix broken plugins (plugin-linear, plugin-rolodex, plugin-memory) in ElizaOS 1.7.2 | Mentioned By: Julio Holon\n\nType: Technical | Description: Resolve bcrypt issue in v2.0.0 | Mentioned By: Julio Holon\n\nType: Technical | Description: Test plugin-autonomous true autonomy capabilities | Mentioned By: Odilitime\n\nType: Technical | Description: Verify if plugin-pim covers OpenClaw cron ability for chat configuration | Mentioned By: Odilitime\n\nType: Technical | Description: Develop bot/agent for automatic posting to Discord/X/Telegram | Mentioned By: jin\n\nType: Feature | Description: Build Google Meet transcription integration with Linear issue creation workflow | Mentioned By: Julio Holon\n\nType: Feature | Description: Implement autonomous monitoring of blocked Linear issues with solution suggestions | Mentioned By: Julio Holon\n\nType: Feature | Description: Create PR generation and push capability for agent code solutions | Mentioned By: Julio Holon\n---\n2026-02-27.md\n---\n# elizaOS Discord - 2026-02-27\n\n## Overall Discussion Highlights\n\n### Plugin Development & Quality Standards\n\n**Credit Building Plugin Launch**\nMeme Broker introduced a new ElizaOS plugin for automating credit building processes, featuring real certified mail sending capabilities. Odilitime recognized this as a \"plugin-form candidate,\" indicating it meets quality standards for broader adoption. The plugin represents a significant advancement in applying AI agents to regulated industries beyond typical trading or social media applications.\n\n**Compliance & Regulatory Concerns**\nCaesar raised critical questions about FCRA (Fair Credit Reporting Act) compliance verification and safeguards to prevent improper disputes in the credit-builder plugin. This highlights the importance of regulatory compliance when automating processes in regulated industries. The community also brainstormed expanding automation to traffic violations like speeding tickets and red light camera citations.\n\n### Framework Development & Version Management\n\n**ElizaOS Version Challenges**\nJulio Holon reported that most ElizaOS plugins (plugin-linear, plugin-rolodex, plugin-memory) are broken out-of-the-box in version 1.7.2, requiring manual patching. Odilitime confirmed the project is in alpha state with v2.0.0, explaining that almost every release contains breaking changes due to multiple runtime versions.\n\n**Version Recommendations**\nOdilitime advised developers to use the v2-develop branch for more mature 1.x code instead of v2.0.0. The v2.0.0 release has a bcrypt issue requiring patches and includes Shaw's autonomous system. The framework follows a \"code is law\" philosophy, making it resilient but challenging during rapid development.\n\n**Codebase Concerns**\nIn the xfn-framework channel, Odilitime expressed concern about plugins \"creeping back in\" to the codebase, referencing GitHub PR #6531. However, he noted a positive trend: external developer pull requests are increasing again, indicating healthy community engagement.\n\n### Autonomous Agent Capabilities\n\n**Three Autonomous Implementations**\nThe discussion revealed three distinct autonomous implementations in the ElizaOS ecosystem:\n- **plugin-autonomous**: Provides periodic thinking for task execution\n- **v2.0.0's built-in system**: Shaw's autonomous system integrated into the latest version\n- **milaidy project**: Similar to OpenClaw, offering more comprehensive autonomy\n\nThe 1.x tasks system functions like OpenClaw's cron but isn't chat-accessible, with plugin-pim potentially covering this functionality.\n\n### Framework Comparison: ElizaOS vs OpenClaw\n\n**Production Experience Insights**\nCaesar provided valuable production experience comparing the two frameworks:\n- **ElizaOS**: Offers stability with agent framework focus and safer financial data handling; recommended for enterprise/financial applications\n- **OpenClaw**: Provides full OS capabilities (browser control, nodes, memory, sessions) but with frequent breaking changes; suitable for bleeding-edge autonomy needs\n\n### Enterprise Use Cases\n\n**Company Workflow Automation**\nJulio Holon outlined requirements for building company role agents with memory and skills:\n- Processing Google Meet minutes into Linear issues\n- Monitoring blocked issues autonomously\n- Creating PRs for human review\n\nCaesar recommended:\n- Persistent storage with embeddings\n- Human-in-the-loop confirmation for high-stakes actions\n- Hourly cron polling for blocked issue analysis\n- Using plugin-linear, plugin-github, and plugin-google\n\n### Community Updates\n\n**Token Clarification**\nMario questioned continued ai16z to elizaOS token migration after the February 4 deadline. Odilitime clarified the correct token is $elizaOS, not $eliza.\n\n**Content & Automation**\nJin announced automation work for cross-platform bot posting and shared the latest episode release.\n\n**Security Awareness**\nOmid Sa warned the community that ticket links and DMs are scams, clarifying his role as a community member rather than team member.\n\n## Key Questions & Answers\n\n**Q: Are the plugins really being maintained? Is the project alive and kicking?**\nA: There are many different versions of the runtime, and almost every release has a breaking change. The project is in alpha state. (Odilitime)\n\n**Q: So the project is pretty much in Alpha state right now, right?**\nA: Yes, v2.0.0 is very much alpha and they're in the middle of the rollout. There's the v2-develop branch with more mature 1.x code. (Odilitime)\n\n**Q: Will plugin-autonomous provide true autonomy to an Eliza agent?**\nA: Never turned it on yet. v2.0.0 has its own autonomous system that Shaw made, and they're rolling out milaidy project which is autonomous and more like openclaw. (Odilitime)\n\n**Q: What does plugin-autonomous autonomous mode do?**\nA: Gives the ability for the agent to think periodically, so it can perform tasks on its own. (Odilitime)\n\n**Q: AI16Z has changed into Eliza right?**\nA: It's $elizaOS not $eliza. (Odilitime)\n\n**Q: Are you looking for dev still?**\nA: Yes, made it into more of agent vs agent atm, but still have the full game. DM me. (dEXploarer to Halo)\n\n### Unanswered Questions\n\n**Q: How do you handle FCRA compliance verification before sending? Curious about the safeguards to prevent bad disputes.** (Caesar \u2694\ufe0f)\n\n**Q: How is it after the end of the deadline on 4.2. still possible to migrate ai16z to elizaOS token?** (Mario)\n\n## Community Help & Collaboration\n\n**Odilitime \u2192 Julio Holon**\n- **Context**: Plugins broken out of the box, project maturity concerns\n- **Resolution**: Explained project is in alpha v2.0.0 state, recommended v2-develop branch with more mature 1.x code, clarified breaking changes are common\n\n**Odilitime \u2192 Julio Holon**\n- **Context**: Understanding autonomous capabilities in ElizaOS\n- **Resolution**: Explained three autonomous implementations: plugin-autonomous for periodic thinking, v2.0.0's built-in system, and milaidy project; clarified 1.x tasks system exists but isn't chat-accessible\n\n**Caesar \u2694\ufe0f \u2192 Julio Holon**\n- **Context**: Choosing between ElizaOS and OpenClaw for production\n- **Resolution**: Provided production experience comparison - recommended ElizaOS v2-develop for stability, OpenClaw for bleeding edge autonomy; emphasized ElizaOS safer for enterprise/financial data\n\n**Caesar \u2694\ufe0f \u2192 Julio Holon**\n- **Context**: Building agents for company workflows (Linear, Google Meet, PRs)\n- **Resolution**: Recommended persistent storage with embeddings, human-in-the-loop confirmation, specific plugins (plugin-linear, plugin-github, plugin-google), and cron-like hourly polling for blocked issues\n\n**dEXploarer \u2192 Halo**\n- **Context**: Inquiry about development opportunities\n- **Resolution**: Confirmed they're looking for developers and directed to DMs for further discussion about agent vs agent project\n\n**Omid Sa \u2192 General Community**\n- **Context**: Scam prevention\n- **Resolution**: Warned that ticket links and DMs are scams, clarified he's a community member not team\n\n## Action Items\n\n### Technical\n\n- **Fix broken plugins (plugin-linear, plugin-rolodex, plugin-memory) in ElizaOS 1.7.2** - Mentioned by Julio Holon\n- **Resolve bcrypt issue in v2.0.0** - Mentioned by Julio Holon\n- **Implement FCRA compliance verification and safeguards for credit-builder plugin to prevent improper disputes** - Mentioned by Caesar \u2694\ufe0f\n- **Review PR #6531 regarding plugins being reintroduced to the codebase** - Mentioned by Odilitime\n- **Test plugin-autonomous true autonomy capabilities** - Mentioned by Odilitime\n- **Verify if plugin-pim covers OpenClaw cron ability for chat configuration** - Mentioned by Odilitime\n- **Develop bot/agent for automatic posting to Discord/X/Telegram** - Mentioned by jin\n\n### Documentation\n\n- **Review credit-builder plugin for plugin-form candidacy** - Mentioned by Odilitime\n\n### Feature\n\n- **Develop plugin for automating speeding ticket/red light camera citation disputes** - Mentioned by Skinny\n- **Build Google Meet transcription integration with Linear issue creation workflow** - Mentioned by Julio Holon\n- **Implement autonomous monitoring of blocked Linear issues with solution suggestions** - Mentioned by Julio Holon\n- **Create PR generation and push capability for agent code solutions** - Mentioned by Julio Holon\n---\n2026-02-28.md\n---\nFile not found\n---\n2026-02-15.md\n---\n# Overall Project Weekly Summary (Feb 15 - 21, 2026)\n\nThis week, ElizaOS entered a high-velocity phase as it prepared for its official beta launch. The team successfully cleared a massive backlog of technical hurdles while simultaneously expanding the framework's reach into everyday communication tools like WhatsApp and Gmail. By combining core infrastructure upgrades with new decentralized identity features, the project is positioning itself as a robust, secure, and highly adaptable home for the next generation of AI agents.\n\n## Executive Summary\nElizaOS shifted its focus toward a major beta release, prioritizing user onboarding and platform stability. The project achieved significant milestones by integrating popular messaging and productivity apps and launching new on-chain identity tools for agents on the Solana blockchain.\n\n### Key Strategic Initiatives & Outcomes\n\n**Preparing for the Beta Launch and Beyond**\n*Goal: To ensure the platform is stable, user-friendly, and ready for its first 100 official testers.*\n* The team cleared dozens of functional blockers in [elizaos/eliza](https://github.com/elizaos/eliza), including fixing dashboard bugs and removing restrictive text limits to improve the user experience.\n* A new \"Profile Plugin\" was proposed in [elizaos/eliza](https://github.com/elizaos/eliza) to automatically build user profiles from social media, making it easier for new users to get started immediately.\n* Efforts are underway in [elizaos/eliza](https://github.com/elizaos/eliza) to refine the AI's personality, aiming for a more direct and engaging conversational style for the launch.\n\n**Expanding Agent Reach and Utility**\n*Goal: To allow AI agents to work across more platforms and handle more complex tasks.*\n* Major integrations were finalized for WhatsApp, Gmail, and the N8N workflow engine in [elizaos/eliza](https://github.com/elizaos/eliza), allowing agents to communicate and automate tasks where users already work.\n* The [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repository added a new \"control panel\" (REST API), giving developers a way to manage complex workflows directly without needing to use natural language.\n* The plugin registry in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) saw a surge in new tools, particularly for Web3 and financial data exchanges.\n\n**Strengthening Security and Decentralization**\n*Goal: To give agents a verifiable identity and ensure the system remains secure as it grows.*\n* The project introduced the SAID Protocol in [elizaos/eliza](https://github.com/elizaos/eliza) and [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry), which gives agents a \"digital passport\" on the Solana blockchain for secure, verifiable actions.\n* A security audit was completed for the Model Context Protocol in [elizaos/eliza](https://github.com/elizaos/eliza), ensuring that as agents share information, they do so safely.\n\n**Improving System Health and Maintenance**\n*Goal: To keep the project's \"engine\" running smoothly and make it easier for community members to contribute.*\n* A major database overhaul was started in [elizaos/eliza](https://github.com/elizaos/eliza) to make the system faster and more reliable for the long term.\n* Critical fixes to the automated review system in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) ensured that outside contributors can have their work checked and merged more quickly.\n* Routine but essential security updates were performed across the documentation site in [elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io) to keep the project's public face secure.\n\n### Cross-Repository Coordination\n* **Unified Identity Standards**: The implementation of the SAID Protocol required synchronized work between the core framework [elizaos/eliza](https://github.com/elizaos/eliza) and the [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) to ensure agents can use their new on-chain identities across all plugins.\n* **Workflow Automation**: The N8N workflow integration involved coordinated updates in the core repository [elizaos/eliza](https://github.com/elizaos/eliza) and the specific [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repo to provide a seamless experience for managing complex AI tasks.\n* **Automated Maintenance**: The team successfully fixed \"Renovate\" (an automated update tool) in [elizaos/eliza](https://github.com/elizaos/eliza), which now helps keep dependencies across the entire ecosystem up to date automatically.\n\n## Repository Spotlights\n\n### elizaos/eliza\n* Initiated a major database refactor ([#6509](https://github.com/elizaos/eliza/pull/6509)) to improve long-term system architecture.\n* Integrated the SAID Protocol for on-chain Solana identity ([#6510](https://github.com/elizaos/eliza/pull/6510)), enabling verifiable agent signatures.\n* Finalized major integrations for WhatsApp ([#6401](https://github.com/elizaos/eliza/issues/6401)), Gmail ([#6404](https://github.com/elizaos/eliza/issues/6404)), and N8N ([#6429](https://github.com/elizaos/eliza/issues/6429)).\n* Resolved critical automated update issues ([#6488](https://github.com/elizaos/eliza/issues/6488)) and enabled multi-language dependency management ([#6506](https://github.com/elizaos/eliza/pull/6506), [#6507](https://github.com/elizaos/eliza/pull/6507)).\n* Added support for the Opus 4.5 model ([#6368](https://github.com/elizaos/eliza/issues/6368)) and Chain-of-Thought reasoning ([#6294](https://github.com/elizaos/eliza/issues/6294)).\n\n### elizaos-plugins/registry\n* Expanded the ecosystem with new plugins including `@elizaos/plugin-said` ([#264](https://github.com/elizaos-plugins/registry/pull/264)) and several exchange-related tools ([#261](https://github.com/elizaos-plugins/registry/pull/261), [#262](https://github.com/elizaos-plugins/registry/pull/262)).\n* Fixed a high-priority issue where the automated review system was blocking new contributions ([#259](https://github.com/elizaos-plugins/registry/issues/259)).\n* Improved support for external contributors by fixing the review process for forked repositories ([#260](https://github.com/elizaos-plugins/registry/pull/260)).\n\n### elizaos-plugins/plugin-n8n-workflow\n* Launched a comprehensive REST API for direct workflow management and monitoring ([#16](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/16)).\n* Fixed a critical bug in how the AI handles workflow properties, ensuring stability even when the AI provides incomplete data ([#18](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/18)).\n\n### elizaos-plugins/plugin-ollama\n* Identified and began investigating a community-reported issue regarding embedding failures on Linux environments ([#17](https://github.com/elizaos-plugins/plugin-ollama/issues/17)).\n\n### elizaos/elizaos.github.io\n* Maintained project health through routine dependency synchronization and version updates ([#242](https://github.com/elizaos/elizaos.github.io/pull/242)).\n---\n2026-02-01.md\n---\nNo activity recorded for 2026-02-01.\n---\n{\n \"interval\": {\n \"intervalStart\": \"2026-02-01T00:00:00.000Z\",\n \"intervalEnd\": \"2026-03-01T00:00:00.000Z\",\n \"intervalType\": \"month\"\n },\n \"repository\": \"elizaos/eliza\",\n \"overview\": \"From 2026-02-01 to 2026-03-01, elizaos/eliza had 38 new PRs (18 merged), 41 new issues, and 35 active contributors.\",\n \"topIssues\": [\n {\n \"id\": \"I_kwDOMT5cIs7FcGAc\",\n \"title\": \"feat(scenarios): Add Cost Evaluator\",\n \"author\": \"monilpat\",\n \"number\": 5759,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"# feat(scenarios): Add Cost Evaluator\\n\\nLinks: [Issue #5726](https://github.com/elizaOS/eliza/issues/5726)\\n\\n## Summary\\nIntroduce an evaluator that asserts the estimated dollar cost of LLM usage per step. Cost is derived from token counts and a model price table.\\n\\n## Goals\\n- Estimate cost (USD) for each step from recorded token metrics\\n- Allow thresholds (`max_cost_usd`) to fail expensive runs\\n- Support multiple models within a single step\\n\\n## Acceptance Criteria\\n1. New evaluator type `llm_cost`\\n2. Price table configurable via env or default map\\n3. Evaluator passes if total step cost <= `max_cost_usd`\\n4. Detailed message with model breakdown and total\\n\\n## Schema Changes\\nEdit `packages/cli/src/commands/scenario/src/schema.ts`:\\n\\n```ts\\nconst LlmCostEvaluationSchema = BaseEvaluationSchema.extend({\\n type: z.literal('llm_cost'),\\n max_cost_usd: z.number(),\\n});\\n```\\n\\n## Pricing Source\\nAdd a small utility `packages/cli/src/commands/scenario/src/pricing.ts`:\\n\\n```ts\\nexport type ModelPricing = {\\n inputPer1K: number; // USD per 1000 input tokens\\n outputPer1K: number; // USD per 1000 output tokens\\n};\\n\\nexport const DEFAULT_MODEL_PRICING: Record = {\\n TEXT_SMALL: { inputPer1K: 0.15, outputPer1K: 0.60 },\\n TEXT_LARGE: { inputPer1K: 0.50, outputPer1K: 1.50 },\\n OBJECT_SMALL: { inputPer1K: 0.50, outputPer1K: 1.50 },\\n};\\n\\nexport function getPricing(modelType: string, overrides?: Record): ModelPricing | null {\\n const table = overrides ?? DEFAULT_MODEL_PRICING;\\n return table[modelType] ?? null;\\n}\\n```\\n\\nAllow overrides via `SCENARIO_MODEL_PRICING` env (JSON string) in a follow-up.\\n\\n## Evaluation Implementation\\nAdd to `EvaluationEngine`:\\n\\n```ts\\nclass LlmCostEvaluator implements Evaluator {\\n async evaluate(params: EvaluationSchema, runResult: ExecutionResult): Promise {\\n if (params.type !== 'llm_cost') throw new Error('Mismatched evaluator');\\n const llm = runResult.metrics?.llm ?? [];\\n if (!llm.length) return { success: false, message: 'No LLM metrics found for cost calculation' };\\n\\n const pricingOverrides = process.env.SCENARIO_MODEL_PRICING ? JSON.parse(process.env.SCENARIO_MODEL_PRICING) : undefined;\\n let total = 0;\\n for (const m of llm) {\\n const pricing = getPricing(m.modelType, pricingOverrides);\\n if (!pricing) continue;\\n const inTok = m.promptTokens ?? 0;\\n const outTok = m.completionTokens ?? 0;\\n total += (inTok / 1000) * pricing.inputPer1K + (outTok / 1000) * pricing.outputPer1K;\\n }\\n\\n const success = total <= params.max_cost_usd;\\n return { success, message: `Estimated cost: $${total.toFixed(4)} (limit $${params.max_cost_usd.toFixed(4)})` };\\n }\\n}\\n```\\n\\nRegister:\\n\\n```ts\\nthis.register('llm_cost', new LlmCostEvaluator());\\n```\\n\\n## Example Usage\\n\\n```yaml\\nevaluations:\\n - type: llm_cost\\n max_cost_usd: 0.05\\n```\\n\\n## Tests\\n- Unit: price math with multiple model records\\n- Integration: with token_count metrics present and absent\\n\\n## Notes\\nThis builds on the Token Count evaluator and shared metrics capture. It complements mocking enhancements described in [Issue #5726](https://github.com/elizaOS/eliza/issues/5726).\\n\\n\\n\",\n \"createdAt\": \"2025-08-12T04:27:23Z\",\n \"closedAt\": \"2026-02-12T22:43:04Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7nsf3_\",\n \"title\": \"[Agent] Eliza Character File & Prompt Engineering\",\n \"author\": \"borisudovicic\",\n \"number\": 6447,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Description\\n\\nImprove Eliza's character file and prompts based on initial testing feedback.\\n\\n## Background\\n\\nBoris (Feb 2): \\\"I've talked to Eliza only a little bit, just to test her out. I think she'll definitely need some edits in her character file, some more prompt engineering. She's a good start so far, but there's definitely stuff we're gonna have to work on. It'll be iterative.\\\"\\n\\n## Acceptance Criteria\\n\\n- [ ] Review current character file responses\\n- [ ] Identify areas needing improvement\\n- [ ] Update character file with better prompts\\n- [ ] Add message examples (Ben has PRs for this)\\n- [ ] Test with Sonnet model\\n- [ ] Iterate based on user feedback\\n\\n## Technical Notes\\n\\nBen mentioned:\\n\\n* Currently using a different model, switching to Sonnet\\n* Two PRs coming that add message examples and change model to Sonnet\\n* \\\"Huge difference in price between Sonnet and \\\\[current model\\\\]\\\"\\n\\nBoris mentioned Sonnet 5 coming out soon - good timing to test on Eliza if cheaper.\\n\\n## Priority\\n\\n**P2 - Iterative improvement**\",\n \"createdAt\": \"2026-02-02T17:48:44Z\",\n \"closedAt\": \"2026-02-16T21:52:18Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7pWP6K\",\n \"title\": \"[Bug] URL in message triggers duplicate LLM calls - processed as both text and attachment (webapp)\",\n \"author\": \"thewoweffect\",\n \"number\": 6486,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Description\\nWhen a user sends a message containing a URL, ElizaOS processes it twice:\\n1. As text content \u2192 generates response\\n2. As attachment (metadata/preview) \u2192 generates second response\\n\\nBoth responses are sent through the same SSE stream before the `done` event, resulting in duplicated text in the final response.\\n\\n## Steps to Reproduce\\n1. Start ElizaOS with webapp\\n2. Send a message containing a URL (e.g., \\\"Check this: https://example.com\\\")\\n3. Observe the response\\n\\n## Expected Behavior\\nURL should be processed once, generating a single response.\\n\\n## Actual Behavior\\nTwo identical (or near-identical) responses are generated and streamed as one message, doubling token usage and producing duplicated output.\\n\\n## Impact\\n- 2x LLM API calls per message with URL\\n- Doubled token costs\\n- Poor UX with duplicated responses\\n- Forces workarounds on client side\\n\\n## Environment\\n- ElizaOS version: [your version]\\n- Client: webapp\\n\\n## Suggested Fix\\nEnsure URL is processed either as text OR as attachment, not both. The decision should happen in the message processing flow before LLM calls.\\n\",\n \"createdAt\": \"2026-02-09T07:36:55Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7plYW-\",\n \"title\": \"Feature Request: Support custom OpenAI endpoint URL for OpenAI provider\",\n \"author\": \"coolRoger\",\n \"number\": 6490,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Is your feature request related to a problem? Please describe.\\nThe current OpenAI provider does **not support configuring a custom OpenAI endpoint URL**, which makes it impossible to use OpenAI-compatible third-party services (e.g., SiliconFlow). These services follow the OpenAI API format but require pointing to their own endpoint URLs instead of the official OpenAI endpoint.\\n\\n## Describe the solution you'd like\\nAdd a **configurable `openai endpoint url` field/parameter** to the OpenAI provider, so users can manually specify the API endpoint URL when using OpenAI-compatible services.\\n\\n## Describe alternatives you've considered\\n- Switching to a dedicated provider for SiliconFlow: Not ideal, as it breaks the unified OpenAI-compatible usage pattern.\\n- Hardcoding the endpoint: Not flexible for different OpenAI-compatible providers.\\n\\n## Additional context\\nMany cloud / inference providers (SiliconFlow, etc.) provide OpenAI-compatible APIs, only differing in the endpoint URL. Supporting custom endpoints will greatly improve the compatibility and flexibility of the OpenAI provider.\",\n \"createdAt\": \"2026-02-10T00:57:25Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7qLiWA\",\n \"title\": \"Image content stripped from LLM requests in cloud chat\",\n \"author\": \"borisudovicic\",\n \"number\": 6494,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Issue is inside: `/api/v1/chat/completions`. `convertToUIMessages`\\n\\n\\\"Screenshot\",\n \"createdAt\": \"2026-02-11T22:08:25Z\",\n \"closedAt\": \"2026-02-16T21:51:50Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n }\n ],\n \"topPRs\": [\n {\n \"id\": \"PR_kwDOMT5cIs68XpPS\",\n \"title\": \"V2.0.0\",\n \"author\": \"lalalune\",\n \"number\": 6351,\n \"body\": \"This is a working branch of elizaOS v2.0.0\\r\\n\\r\\nCritically, this removes app, server, CLI and all non-essentials. Instead, we focus on runtime in Rust, Typescript, with critical plugins ported as well\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-01-09T17:06:10Z\",\n \"mergedAt\": null,\n \"additions\": 2384715,\n \"deletions\": 298813\n },\n {\n \"id\": \"PR_kwDOMT5cIs7CUyZi\",\n \"title\": \"feat: next generation multi-language Eliza with Rust, Python and TypeScript support\",\n \"author\": \"lalalune\",\n \"number\": 6485,\n \"body\": \"This is the next version of eliza\\r\\n\\r\\nRust, python and typescript\\r\\n\\r\\n\\r\\n# Major Updates\\r\\n\\r\\n- Add complete Python and Rust core packages, extending Eliza to these languages\\r\\n- Add Python and Rust native versions of popular plugins\\r\\n- Remove default application, client and server infrastructure\\r\\n- Add examples for all major frameworks\\r\\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\\r\\n- Core plugins are also rust, python and typescript\\r\\n- Comes with a WIP code agent\\r\\n\\r\\n# Minor updates\\r\\n\\r\\n- Agents can now respond without needing a roomId or worldId\\r\\n- Initial message memory is created inside the message handler service (was confusing and not that way)\\r\\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\\r\\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\\r\\n\\r\\nTODO\\r\\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\\r\\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-08T18:44:21Z\",\n \"mergedAt\": null,\n \"additions\": 649890,\n \"deletions\": 303180\n },\n {\n \"id\": \"PR_kwDOMT5cIs7EjIkM\",\n \"title\": \"feat: add SAID Protocol on-chain Solana identity for ElizaOS agents\",\n \"author\": \"kaiclawd\",\n \"number\": 6510,\n \"body\": \"## What this does\\n\\nEvery new agent created via `elizaos create` now automatically gets a free on-chain identity on [SAID Protocol](https://saidprotocol.com) \u2014 Solana AI Identity.\\n\\n## Changes\\n\\n- `packages/elizaos/src/utils/said.ts` \u2014 new module: Ed25519 keypair generation (pure Node `crypto`, zero new dependencies) + SAID registration via REST API\\n- `packages/elizaos/src/commands/create.ts` \u2014 registers agent with SAID after project creation, saves wallet, displays profile URL\\n\\n## What happens on `elizaos create`\\n\\n```\\n\u2728 Project created successfully!\\n\\n\u26a1 SAID Protocol identity created\\n Wallet: 7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\\n Profile: https://saidprotocol.com/agents/7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\\n\\n Key saved to .said-wallet.json (add to .gitignore!)\\n```\\n\\n## Why\\n\\n- **Free** \u2014 off-chain pending registration, no SOL required\\n- **Zero new dependencies** \u2014 uses Node's built-in `crypto` module for Ed25519 keypair generation\\n- **Non-breaking** \u2014 fully opt-out, errors are silently caught, never crashes\\n- **Discoverable** \u2014 agent appears in the public SAID agent directory at [saidprotocol.com/agents](https://saidprotocol.com/agents)\\n- **On-chain upgrade available** \u2014 ~0.01 SOL upgrades to a cryptographically verified badge via challenge-response (proves the entity is a running agent)\\n\\n## SAID Protocol\\n\\nSAID is on-chain identity infrastructure for AI agents on Solana. Think of it as a universal agent passport \u2014 verifiable identity, reputation scores, skill listings, and agent-to-agent discovery.\\n\\n[saidprotocol.com](https://saidprotocol.com) | [Docs](https://saidprotocol.com/docs.html)\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-18T08:01:49Z\",\n \"mergedAt\": null,\n \"additions\": 648299,\n \"deletions\": 302354\n },\n {\n \"id\": \"PR_kwDOMT5cIs7FPjL6\",\n \"title\": \"refactor(core): strict typing for logger runtime\",\n \"author\": \"Fankouzu\",\n \"number\": 6519,\n \"body\": \"This PR improves code quality by replacing type usage in the logger module with proper typing. This helps in maintaining type safety across the core package.\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-20T19:25:50Z\",\n \"mergedAt\": null,\n \"additions\": 648170,\n \"deletions\": 302354\n },\n {\n \"id\": \"PR_kwDOMT5cIs7CJoKo\",\n \"title\": \"next\",\n \"author\": \"lalalune\",\n \"number\": 6474,\n \"body\": \"This is the next version of eliza\\r\\n\\r\\nRust, python and typescript\\r\\n\\r\\n\\r\\n# Major Updates\\r\\n\\r\\n- Add complete Python and Rust core packages, extending Eliza to these languages\\r\\n- Add Python and Rust native versions of popular plugins\\r\\n- Remove default application, client and server infrastructure\\r\\n- Add examples for all major frameworks\\r\\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\\r\\n- Core plugins are also rust, python and typescript\\r\\n- Comes with a WIP code agent\\r\\n\\r\\n# Minor updates\\r\\n\\r\\n- Agents can now respond without needing a roomId or worldId\\r\\n- Initial message memory is created inside the message handler service (was confusing and not that way)\\r\\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\\r\\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\\r\\n\\r\\nTODO\\r\\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\\r\\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-07T08:00:35Z\",\n \"mergedAt\": null,\n \"additions\": 591239,\n \"deletions\": 282388\n }\n ],\n \"codeChanges\": {\n \"additions\": 18576,\n \"deletions\": 3807,\n \"files\": 160,\n \"commitCount\": 140\n },\n \"completedItems\": [\n {\n \"title\": \"feat(auth): implement JWT authentication and user management\",\n \"prNumber\": 6200,\n \"type\": \"feature\",\n \"body\": \"## Relates to\\r\\n\\r\\n- Data isolation / multi-entity support\\r\\n- External JWT provider integration (Privy, Auth0, Clerk, Supabase, Google, Embbeded)\\r\\n\\r\\n## Risks\\r\\n\\r\\n**Low**\\r\\n\\r\\n- Requires `ENABLE_DATA_ISOLATION=true` to activate JWT auth mode\\r\\n\\r\\n#\",\n \"files\": [\n \".github/workflows/client-cypress-tests.yml\",\n \"packages/client/cypress/e2e/auth/01-auth-flow.cy.ts\",\n \"packages/client/cypress/e2e/auth/02-protected-features.cy.ts\",\n \"packages/client/src/App.tsx\",\n \"packages/client/src/components/ProtectedRoute.tsx\",\n \"packages/client/src/components/ai-elements/response.tsx\",\n \"packages/client/src/components/app-sidebar.tsx\",\n \"packages/client/src/components/auth-dialog.tsx\",\n \"packages/client/src/components/connection-error-banner.tsx\",\n \"packages/client/src/components/connection-status.tsx\",\n \"packages/client/src/components/group-card.tsx\",\n \"packages/client/src/components/group-panel.tsx\",\n \"packages/client/src/context/AuthContext.tsx\",\n \"packages/client/src/context/ConnectionContext.tsx\",\n \"packages/client/src/context/ServerConfigContext.tsx\",\n \"packages/client/src/hooks/use-query-hooks.ts\",\n \"packages/client/src/hooks/use-socket-chat.ts\",\n \"packages/client/src/index.css\",\n \"packages/client/src/lib/api-client-config.ts\",\n \"packages/client/src/lib/auth-utils.ts\",\n \"packages/client/src/lib/socketio-manager.ts\",\n \"packages/client/src/routes/chat.tsx\",\n \"packages/client/src/routes/group.tsx\",\n \"packages/client/src/routes/home.tsx\",\n \"packages/config/src/eslint/eslint.config.base.js\",\n \"packages/core/src/database.ts\",\n \"packages/core/src/runtime.ts\",\n \"packages/core/src/types/database.ts\",\n \"packages/core/src/types/index.ts\",\n \"packages/core/src/types/user.ts\",\n \"packages/plugin-sql/src/base.ts\",\n \"packages/plugin-sql/src/schema/index.ts\",\n \"packages/plugin-sql/src/schema/user.ts\",\n \"packages/server/src/__tests__/integration/jwt-workflow.test.ts\",\n \"packages/server/src/__tests__/test-utils/jwt-helper.ts\",\n \"packages/server/src/__tests__/unit/api/auth/credentials.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/auth-middleware-chain.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/auth-middleware.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/jwtMiddleware.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/ed25519-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/factory.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/jwks-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/secret-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/socketio/authentication.test.ts\",\n \"packages/server/src/api/agents/logs.ts\",\n \"packages/server/src/api/agents/runs.ts\",\n \"packages/server/src/api/auth/credentials.ts\",\n \"packages/server/src/api/auth/index.ts\",\n \"packages/server/src/api/index.ts\",\n \"packages/server/src/api/memory/agents.ts\",\n \"packages/server/src/index.ts\"\n ]\n },\n {\n \"title\": \"docs: core documentation guides\",\n \"prNumber\": 6356,\n \"type\": \"docs\",\n \"body\": \"## Summary\\n- Adds core documentation pages: architecture, core concepts, plugin development, interop, deployment, and API reference.\\n\\n## Test plan\\n- [ ] Review rendered markdown formatting and links.\\n\\n\\n---\\n\\n> [!NOTE]\\n\",\n \"files\": [\n \"docs/API_REFERENCE.md\",\n \"docs/ARCHITECTURE.md\",\n \"docs/CORE_CONCEPTS.md\",\n \"docs/DEPLOYMENT_GUIDE.md\",\n \"docs/INTEROP_GUIDE.md\",\n \"docs/PLUGIN_DEVELOPMENT.md\",\n \"packages/interop/README.md\"\n ]\n },\n {\n \"title\": \"fix(cli): always use 'latest' for @elizaos deps in created projects\",\n \"prNumber\": 6362,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\n- Fixes issue where `elizaos create` fails when CLI is linked from monorepo because packages with version like `1.7.2-alpha.0` couldn't be found on npm\\n- Both build-time and runtime scripts now use `'latest'` for `@elizaos/*` de\",\n \"files\": [\n \"packages/cli/src/scripts/copy-templates.ts\",\n \"packages/cli/src/utils/copy-template.ts\",\n \"packages/cli/tests/integration/local-development.test.ts\",\n \"packages/cli/tests/utils/copy-template.test.ts\",\n \".github/workflows/cli-tests.yml\",\n \"packages/cli/bunfig.toml\",\n \"packages/cli/tests/commands/update.test.ts\",\n \"packages/cli/tests/test-timeouts.ts\"\n ]\n },\n {\n \"title\": \"fix(cli): validate directory path in ensureDir to prevent ENOENT error\",\n \"prNumber\": 6379,\n \"type\": \"bugfix\",\n \"body\": \"This PR adds validation to the `ensureDir` function to prevent unclear ENOENT errors when an empty directory path is provided.\\n\\n## Problem\\n\\nWhen `ensureDir` was called with an empty string or whitespace-only path, it would attempt to execut\",\n \"files\": [\n \"packages/cli/src/utils/get-config.ts\"\n ]\n },\n {\n \"title\": \"fix(server): emit MESSAGE_SENT event after sending to central server\",\n \"prNumber\": 6378,\n \"type\": \"bugfix\",\n \"body\": \"This PR fixes #5216 - EventType.MESSAGE_SENT event not being emitted when agent responses are sent to the central server API.\\n\\n## Problem\\n\\nThe `sendAgentResponseToBus` function in `packages/server/src/services/message.ts` sends agent respon\",\n \"files\": [\n \"packages/server/src/services/message.ts\"\n ]\n },\n {\n \"title\": \"docs: add environment variables documentation\",\n \"prNumber\": 6377,\n \"type\": \"docs\",\n \"body\": \"This PR adds comprehensive documentation for server environment variables, addressing #5716.\\n\\n## Summary\\n\\nAdded `docs/environment-variables.md` with detailed documentation for:\\n- `ELIZA_SERVER_AUTH_TOKEN` - API authentication for securing e\",\n \"files\": [\n \"docs/environment-variables.md\"\n ]\n },\n {\n \"title\": \"fix(cli): load .env files in agent commands for authentication\",\n \"prNumber\": 6376,\n \"type\": \"bugfix\",\n \"body\": \"This PR fixes #5707 - an issue where `elizaos agent` commands would fail when connecting to a remote server that uses `ELIZA_SERVER_AUTH_TOKEN`.\\n\\n## Problem\\n\\nWhen running `elizaos agent list` (or other agent commands) against a remote serve\",\n \"files\": [\n \"packages/cli/src/commands/agent/utils/validation.ts\"\n ]\n },\n {\n \"title\": \"V2.0.0: dynamic execution engine (test if context is going to blown)\",\n \"prNumber\": 6384,\n \"type\": \"tests\",\n \"body\": \"Redo #6113 for 2.0.0, first pass\\n\\n\\n---\\n\\n> [!NOTE]\\n> Introduces a validation-aware, schema-driven prompt execution path and applies it across runtimes and message flows.\\n> \\n> - Adds `dynamic_prompt_exec_from_state`/`dy\",\n \"files\": [\n \"packages/python/elizaos/runtime.py\",\n \"packages/python/elizaos/services/message_service.py\",\n \"packages/python/elizaos/types/__init__.py\",\n \"packages/python/elizaos/types/state.py\",\n \"packages/rust/src/runtime.rs\",\n \"packages/rust/src/services/message_service.rs\",\n \"packages/rust/src/types/mod.rs\",\n \"packages/rust/src/types/state.rs\",\n \"packages/rust/src/types/streaming.rs\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/message.ts\",\n \"packages/typescript/src/types/runtime.ts\",\n \"packages/typescript/src/types/state.ts\",\n \"packages/typescript/src/types/streaming.ts\",\n \"packages/typescript/src/utils/streaming.ts\",\n \"bun.lock\",\n \"package.json\"\n ]\n },\n {\n \"title\": \"V2.0.0: fixed avatar example and elevenlabs plugin\",\n \"prNumber\": 6387,\n \"type\": \"bugfix\",\n \"body\": \"# Relates to\\r\\n\\r\\nFixes ElevenLabs API integration issues in `examples/avatar` (formerly `vrm` example) and consolidates the project structure.\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. Changes are isolated to the `examples/avatar` directory and the `plugin-elevenl\",\n \"files\": [\n \"examples/avatar/README.md\",\n \"examples/avatar/index.html\",\n \"examples/avatar/src/App.tsx\",\n \"examples/vrm/src/App.tsx\",\n \"plugins/plugin-elevenlabs/README.md\",\n \"plugins/plugin-elevenlabs/python/README.md\",\n \"plugins/plugin-elevenlabs/python/src/eliza_plugin_elevenlabs/types.py\",\n \"plugins/plugin-elevenlabs/python/tests/conftest.py\",\n \"plugins/plugin-elevenlabs/python/tests/test_types.py\",\n \"plugins/plugin-elevenlabs/rust/README.md\",\n \"plugins/plugin-elevenlabs/rust/src/services/elevenlabs_service.rs\",\n \"plugins/plugin-elevenlabs/rust/src/types.rs\",\n \"plugins/plugin-elevenlabs/rust/tests/integration_tests.rs\",\n \"plugins/plugin-elevenlabs/rust/tests/tts_integration.rs\",\n \"plugins/plugin-elevenlabs/typescript/README.md\",\n \"plugins/plugin-elevenlabs/typescript/package.json\",\n \"plugins/plugin-elevenlabs/typescript/src/index.browser.ts\",\n \"plugins/plugin-elevenlabs/typescript/src/index.ts\",\n \"plugins/plugin-s3-storage/README.md\"\n ]\n },\n {\n \"title\": \"fix(plugin-bootstrap): add null check for runtime.providers\",\n \"prNumber\": 6473,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\n- **Fix**: Add null check for `runtime.providers` in `providersProvider`\\n- **Impact**: Prevents `TypeError: Cannot read properties of null (reading 'filter')`\\n\\n## Problem\\n\\nWhen `runtime.providers` is `null` or `undefined`, the c\",\n \"files\": [\n \"packages/plugin-bootstrap/src/providers/providers.ts\"\n ]\n },\n {\n \"title\": \"fix: add null checks to Object.entries calls in settings utilities\",\n \"prNumber\": 6471,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\nThis PR adds defensive null/undefined checks before Object.entries() calls in the @elizaos/core package's settings utilities to prevent runtime errors.\\n\\n## Changes\\n\\n### packages/core/src/settings.ts\\n\\nAdded null/undefined guards \",\n \"files\": [\n \"packages/core/src/settings.ts\"\n ]\n },\n {\n \"title\": \"chore(examples-art): v2 update dependencies, training pipeline, and tests for 2048 game\",\n \"prNumber\": 6461,\n \"type\": \"tests\",\n \"body\": \"# Relates to\\r\\n\\r\\nRelated to ART (Agentic Reinforcement Training) example improvements for v2.0.0\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. Changes are isolated to the `examples/art` directory and root `.gitignore`. Only adds new dependencies, enhances existing fun\",\n \"files\": [\n \".gitignore\",\n \"examples/art/.gitignore\",\n \"examples/art/README.md\",\n \"examples/art/elizaos_art/games/game_2048/__init__.py\",\n \"examples/art/elizaos_art/games/game_2048/cli.py\",\n \"examples/art/elizaos_art/trainer.py\",\n \"examples/art/pyproject.toml\",\n \"examples/art/tests/test_games.py\",\n \"examples/art/tests/test_integration.py\"\n ]\n },\n {\n \"title\": \"feat(core): add request context for per-user entity settings\",\n \"prNumber\": 6457,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n- Adds `RequestContext` using AsyncLocalStorage to propagate per-request entity settings\\n- Enables runtime methods to access the originating entity context without explicit parameter passing\\n- Includes helper methods: `withEntity\",\n \"files\": [\n \"packages/core/src/__tests__/request-context.test.ts\",\n \"packages/core/src/__tests__/runtime-request-context.test.ts\",\n \"packages/core/src/index.node.ts\",\n \"packages/core/src/index.ts\",\n \"packages/core/src/request-context.node.ts\",\n \"packages/core/src/request-context.ts\",\n \"packages/core/src/runtime.ts\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the cargo group across 3 directories with 3 updates\",\n \"prNumber\": 6479,\n \"type\": \"other\",\n \"body\": \"Bumps the cargo group with 1 update in the /packages/computeruse directory: [bytes](https://github.com/tokio-rs/bytes).\\nBumps the cargo group with 1 update in the /packages/rust directory: [bytes](https://github.com/tokio-rs/bytes).\\nBumps t\",\n \"files\": [\n \"packages/computeruse/Cargo.lock\",\n \"packages/computeruse/crates/computeruse-cli/Cargo.toml\",\n \"packages/rust/Cargo.lock\",\n \"packages/sweagent/rust/Cargo.lock\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the npm_and_yarn group across 3 directories with 3 updates\",\n \"prNumber\": 6478,\n \"type\": \"other\",\n \"body\": \"Bumps the npm_and_yarn group with 1 update in the /packages/computeruse/crates/computeruse-mcp-agent directory: [@modelcontextprotocol/sdk](https://github.com/modelcontextprotocol/typescript-sdk).\\nBumps the npm_and_yarn group with 1 update \",\n \"files\": [\n \"packages/computeruse/crates/computeruse-mcp-agent/package-lock.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/package.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package-lock.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package.json\",\n \"packages/computeruse/examples/mcp-client-elicitation/package-lock.json\",\n \"packages/computeruse/examples/mcp-client-elicitation/package.json\"\n ]\n },\n {\n \"title\": \"feat(plugin-bootstrap): comprehensive optimization and robustness imp\u2026\",\n \"prNumber\": 6476,\n \"type\": \"feature\",\n \"body\": \"\u2026rovements\\r\\n\\r\\nThis commit merges critical performance optimizations, caching improvements, and robustness enhancements while preserving type safety improvements from upstream.\\r\\n\\r\\n## New Features\\r\\n- Added plugin initialization banner with co\",\n \"files\": [\n \"bun.lock\",\n \"packages/plugin-bootstrap/src/banner.ts\",\n \"packages/plugin-bootstrap/src/evaluators/reflection.ts\",\n \"packages/plugin-bootstrap/src/index.ts\",\n \"packages/plugin-bootstrap/src/providers/actionState.ts\",\n \"packages/plugin-bootstrap/src/providers/actions.ts\",\n \"packages/plugin-bootstrap/src/providers/anxiety.ts\",\n \"packages/plugin-bootstrap/src/providers/attachments.ts\",\n \"packages/plugin-bootstrap/src/providers/character.ts\",\n \"packages/plugin-bootstrap/src/providers/choice.ts\",\n \"packages/plugin-bootstrap/src/providers/entities.ts\",\n \"packages/plugin-bootstrap/src/providers/evaluators.ts\",\n \"packages/plugin-bootstrap/src/providers/index.ts\",\n \"packages/plugin-bootstrap/src/providers/plugin-info.ts\",\n \"packages/plugin-bootstrap/src/providers/recentMessages.ts\",\n \"packages/plugin-bootstrap/src/providers/relationships.ts\",\n \"packages/plugin-bootstrap/src/providers/roles.ts\",\n \"packages/plugin-bootstrap/src/providers/settings.ts\",\n \"packages/plugin-bootstrap/src/providers/shared-cache.ts\",\n \"packages/plugin-bootstrap/src/providers/world.ts\"\n ]\n },\n {\n \"title\": \"feat: ActionFilterService \u2014 vector search + BM25 reranking for action/provider filtering\",\n \"prNumber\": 6475,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n\\n- Adds `ActionFilterService` that dynamically filters which actions are shown to the LLM based on relevance, reducing prompt bloat from 200+ actions to ~15 relevant ones\\n- Two-tier ranking: vector search (cosine similarity on em\",\n \"files\": [\n \"packages/typescript/src/__tests__/action-filter.test.ts\",\n \"packages/typescript/src/bootstrap/index.ts\",\n \"packages/typescript/src/bootstrap/providers/actions.ts\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/action-filter.ts\",\n \"packages/typescript/src/services/bm25.ts\",\n \"packages/typescript/src/services/cosine-similarity.ts\",\n \"packages/typescript/src/types/plugin.ts\"\n ]\n },\n {\n \"title\": \"chore(changelog): remove references\",\n \"prNumber\": 6495,\n \"type\": \"other\",\n \"body\": \"## Summary\\r\\n- remove all references from `CHANGELOG.md`\\r\\n\\r\\n## Testing\\r\\n- not run (content-only change)\\r\\n\",\n \"files\": [\n \"CHANGELOG.md\"\n ]\n }\n ],\n \"topContributors\": [\n {\n \"username\": \"standujar\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n \"totalScore\": 482.7223594214491,\n \"prScore\": 477.3223594214491,\n \"issueScore\": 0,\n \"reviewScore\": 5,\n \"commentScore\": 0.4,\n \"summary\": \"standujar: Focused on enhancing the stability and functionality of the n8n-workflow plugin, notably improving multi-step loop control by introducing the awaitingUserInput flag in PR #13. They addressed critical integration issues by ensuring cloud compatibility through state management updates in PR #12 and standardizing success status reporting across all action callbacks in PR #11 (+388/-40 lines). Additionally, they streamlined the development lifecycle by automating node crawling in the publish workflow (PR #10) and integrating the plugin into the project's tracked repositories. Their work this month primarily centered on bug fixes and feature development for workflow automation, with a strong emphasis on code reliability and CI/CD improvements.\"\n },\n {\n \"username\": \"odilitime\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n \"totalScore\": 348.29516101795406,\n \"prScore\": 348.29516101795406,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"odilitime: Focused on enhancing core system stability and performance within the elizaos/eliza repository, most notably through a comprehensive optimization of the bootstrap plugin in PR #6476 (+2,119/-823 lines). This significant contribution involved modifying 30 files to implement robust architectural improvements and feature enhancements. Additionally, they addressed critical resource management by submitting a fix for a memory leak in the bootstrap cache via PR #6477. Their work this month demonstrates a balanced focus on large-scale feature optimization and essential bug fixing to ensure long-term system reliability.\"\n },\n {\n \"username\": \"lalalune\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n \"totalScore\": 326.03058181605707,\n \"prScore\": 325.25258181605705,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.7779999999999999,\n \"summary\": \"lalalune: Focused on expanding core infrastructure and cross-chain capabilities, notably implementing a multi-provider RPC system in elizaos-plugins/plugin-evm (#25) and cloud proxy routing for Solana services (#26). They delivered a significant architectural enhancement with the ActionFilterService in elizaos/eliza (#6475), which introduced vector search and BM25 reranking to improve action selection. Their work involved a massive scale of code modifications across over 4,500 files, signaling a deep involvement in systemic refactors and next-generation multi-language support. Overall, their contributions centered on infrastructure scalability, authentication frameworks, and enhancing the developer experience through CLI and documentation improvements.\"\n },\n {\n \"username\": \"greptile-apps\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n \"totalScore\": 245.34,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 243,\n \"commentScore\": 2.34,\n \"summary\": \"greptile-apps: Focused exclusively on providing feedback and technical oversight through 28 reviews and 5 pull request comments. Despite no direct code changes or merged pull requests this month, they maintained a high level of engagement in the review process to ensure code quality across the codebase. Their primary impact was centered on collaborative peer review and providing detailed commentary on open contributions.\"\n },\n {\n \"username\": \"0xbbjoker\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n \"totalScore\": 157.03108022381605,\n \"prScore\": 155.03108022381605,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0xbbjoker: Focused on maintenance and stability by addressing technical debt through targeted bugfix work. They contributed a single commit that modified three files, resulting in a balanced set of nine additions and eight deletions. This activity reflects a precise approach to resolving existing issues within the codebase. Their primary focus for the month was dedicated entirely to bugfix efforts across various file types.\"\n },\n {\n \"username\": \"h1-hunt\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/260165794?u=73efc04d5c05a1af9903686d9bb90265cc06ab45&v=4\",\n \"totalScore\": 135.1498814312321,\n \"prScore\": 121.2118814312321,\n \"issueScore\": 0,\n \"reviewScore\": 13.5,\n \"commentScore\": 0.43799999999999994,\n \"summary\": \"h1-hunt: Focused on expanding ecosystem capabilities through the development of new integrations, contributing over 1,400 lines of code across several open feature pull requests. Their primary impact involved introducing the Signet plugin for onchain advertising (#6491) and the Mint Club V2 plugin for bonding curve token trading (#6497, #6498). Additionally, they supported the development cycle by providing three technical reviews on active pull requests. Their work this month centered on a balanced mix of feature implementation and bugfixes, with a heavy emphasis on configuration and core code for decentralized finance and advertising plugins.\"\n },\n {\n \"username\": \"anchapin\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/6326294?u=2864a5f885294da5b54b95865b6bf6b82781e688&v=4\",\n \"totalScore\": 72.99868671293827,\n \"prScore\": 72.99868671293827,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"anchapin: Focused on enhancing system stability by implementing defensive programming patterns across the elizaos/eliza codebase. They successfully merged two key bugfix PRs, including #6471 and #6473, which introduced critical null and undefined checks to prevent runtime errors in the settings utility and bootstrap plugin. Their work this month was primarily dedicated to bugfix activities, with a significant portion of their technical contributions involving configuration and code refinements to ensure more robust data handling.\"\n },\n {\n \"username\": \"kaiclawd\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/257877415?u=2c8763bb75f5fd07b37a1939903a8b557dd7a46f&v=4\",\n \"totalScore\": 59.475878208526346,\n \"prScore\": 59.475878208526346,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"kaiclawd: Focused on expanding ecosystem integrations by initiating the addition of the SAID Protocol on-chain Solana identity to the platform. They currently have two open pull requests, elizaos/eliza #6510 and elizaos-plugins/registry #264, which aim to implement this protocol and register the corresponding plugin. Their primary focus this month has been on identity management and Solana-based protocol integration.\"\n },\n {\n \"username\": \"borisudovicic\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n \"totalScore\": 56,\n \"prScore\": 0,\n \"issueScore\": 56,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"borisudovicic: Focused on driving the architectural roadmap and infrastructure readiness for the Eliza App MVP launch, creating 31 issues to coordinate critical tasks across cloud integrations and user experience. They played a key role in defining infrastructure requirements for Telegram and Discord deployments (#6425, #6424), secrets management (#6410), and the implementation of a multi-tenant serverless architecture (#6415). Their contributions also spanned essential product milestones, including the rollout of OAuth providers (#6437), billing system integration (#6445), and performance optimizations to address cold start latency (#6450). Overall, their activity centered on high-level project management, infrastructure provisioning, and security auditing to ensure a stable pre-launch environment.\"\n },\n {\n \"username\": \"buzzbysolcex\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/259807261?v=4\",\n \"totalScore\": 51.42425149251019,\n \"prScore\": 50.78625149251019,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.6379999999999999,\n \"summary\": \"buzzbysolcex: Focused on expanding the ecosystem's integration capabilities by initiating the registration of new plugins within the elizaos-plugins/registry. They opened three pull requests to add the @elizaos/plugin-buzz-bd and @buzzbd/plugin-solcex-bd packages (#261, #262, #263), facilitating the inclusion of the SolCex Exchange BD plugin. Their activity this month was centered on configuration management and ecosystem expansion through these registry submissions.\"\n },\n {\n \"username\": \"yaooooooooooooooo\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/62118705?v=4\",\n \"totalScore\": 43.5437738965761,\n \"prScore\": 43.5437738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"yaooooooooooooooo: Focused on expanding ecosystem capabilities by introducing the plugin-scout for x402 trust intelligence and transactions in elizaos/eliza (#6513). This substantial feature addition involved over 5,000 lines of new code across 42 files, demonstrating a significant investment in both core functionality and comprehensive testing. Their work this month was entirely dedicated to feature development, with a balanced emphasis on implementing new code and ensuring its reliability through extensive test coverage.\"\n },\n {\n \"username\": \"decentralize-dfw\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/115695363?u=858e729376e39f7d94ec1907637812ec3b9ca575&v=4\",\n \"totalScore\": 43.5437738965761,\n \"prScore\": 43.5437738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"decentralize-dfw: Focused on expanding the ecosystem's conversational capabilities by initiating the integration of the Vera (Virtually Ever After) chatbot. This effort is currently centered on the development of a new feature within the elizaos/eliza repository, as seen in the open pull request #6515. Their primary focus this month has been on the initial implementation and configuration of this specialized chatbot interface.\"\n },\n {\n \"username\": \"2-A-M\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/96268540?u=b7d92c0e2a91af580d09eeae862eef576955ab8a&v=4\",\n \"totalScore\": 36.63501911726088,\n \"prScore\": 36.63501911726088,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"2-A-M: Focused on critical bug fixes and feature enhancements within the Twitter plugin, notably resolving an authentication retry loop and implementing media upload capabilities via PR #48. This substantial contribution involved modifying 12 files and adding over 5,200 lines of code, demonstrating a high level of effort in stabilizing and expanding the plugin's core functionality. The work was completed efficiently with a 10-hour turnaround time to merge, ensuring immediate impact on the repository's reliability. Their primary focus this month was entirely dedicated to bugfix work and technical improvements within the elizaos-plugins/plugin-twitter codebase.\"\n },\n {\n \"username\": \"hanzlamateen\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/10975502?u=53f23921078d9a27d96751373bb44f4bd2d58bf4&v=4\",\n \"totalScore\": 34.39669771918965,\n \"prScore\": 34.39669771918965,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"hanzlamateen: Focused on infrastructure and dependency management within the elizaos/eliza repository, notably executing a significant update to the v2 dependencies and training pipeline in PR #6461. This extensive effort involved modifying over 7,000 files, signaling a major synchronization of the project's codebase and build environment. Their work demonstrated a balanced technical approach, incorporating bug fixes, refactoring, and test updates to ensure system stability. Overall, their contributions this month centered on large-scale maintenance and foundational improvements to the project's examples and training architecture.\"\n },\n {\n \"username\": \"Fankouzu\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/8297296?u=bfe40f2d2a88d01f2092e44db726b11c0608b657&v=4\",\n \"totalScore\": 34.0207738965761,\n \"prScore\": 34.0207738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"Fankouzu: Focused on enhancing codebase reliability by initiating a refactor for strict typing within the logger runtime in elizaos/eliza (#6519). This ongoing work aims to improve type safety and developer experience within the core system. Their primary focus this month was centered on core infrastructure and logging architecture.\"\n },\n {\n \"username\": \"bytes0xcr6\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/102038261?u=45bcd82b0f6cc2f6c6f8db5bdc01949b3afe7560&v=4\",\n \"totalScore\": 23.546573590279973,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 9,\n \"commentScore\": 0.2,\n \"summary\": \"bytes0xcr6: Focused on expanding the ecosystem's capabilities by integrating transaction validation services through the addition of the @proofgate/eliza-plugin to the registry via PR #254. In addition to this feature work, they contributed to the development process by providing two code reviews and engaging in technical discussions on pull requests. Their activity this month was centered on configuration management and enhancing plugin availability within the elizaos-plugins repository.\"\n },\n {\n \"username\": \"erdGeclaw\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258411179?u=4607f14fd9d7eb4b4e6d2c26964d37b47937a49c&v=4\",\n \"totalScore\": 22.034212794122055,\n \"prScore\": 22.034212794122055,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"erdGeclaw: Focused on expanding ecosystem integrations by initiating the addition of the Base L2 smart money signals plugin to the registry. This contribution, currently tracked in open PR #253, aims to integrate @erdgecrawl/plugin-base-signals into the elizaos-plugins repository. Their primary focus this month has been on enhancing signal-based functionality within the Base L2 environment.\"\n },\n {\n \"username\": \"mcp97\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/15067321?v=4\",\n \"totalScore\": 21.901026915173976,\n \"prScore\": 21.901026915173976,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"mcp97: Focused on documentation maintenance and repository cleanup within the elizaos/eliza codebase. Their primary contribution involved streamlining the project's history by removing unnecessary references in the changelog via PR #6495. This work resulted in the modification of four files, demonstrating a clear focus on documentation accuracy and administrative consistency.\"\n },\n {\n \"username\": \"kamiyo-ai\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/197570892?u=0d1ee66bdde083d3cfa339f7b2dfc1c2e8fee2fd&v=4\",\n \"totalScore\": 21.18304826901074,\n \"prScore\": 20.64304826901074,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.54,\n \"summary\": \"kamiyo-ai: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin into the registry. They submitted a configuration update to add the kamiyo-trust plugin via PR #258 in the elizaos-plugins/registry repository. Their primary focus this month was on ecosystem expansion and plugin registration.\"\n },\n {\n \"username\": \"agentfirstlabs\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/263147801?v=4\",\n \"totalScore\": 14.397598690831078,\n \"prScore\": 14.397598690831078,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"agentfirstlabs: Focused on enhancing developer resources and security documentation by contributing a new safety guide for the Base Network wallet. This work, currently in an open pull request for elizaos/eliza (#6523), introduces a diagnostic framework to help users navigate x402 errors. Their activity this month was dedicated entirely to improving project documentation and user safety protocols.\"\n },\n {\n \"username\": \"arthur-orderly\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258538952?v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"arthur-orderly: Focused on expanding the ecosystem's trading capabilities by integrating the Arthur DEX plugin into the registry. They successfully merged PR #256 in elizaos-plugins/registry, which enables Orderly Network perpetual trading functionality. This contribution highlights a primary focus on ecosystem configuration and the integration of decentralized exchange services.\"\n },\n {\n \"username\": \"0xKairo\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258482051?u=1b8329700a063d57382def591660e68809952a16&v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0xKairo: Focused on expanding the ecosystem's integration capabilities by successfully registering a new plugin for AI agent transaction guarantees. They facilitated the addition of the @proofgate/eliza-plugin via PR #257 in the elizaos-plugins/registry repository. This contribution highlights a primary focus on feature work and configuration management to enhance the platform's utility.\"\n },\n {\n \"username\": \"ATHLSolutions\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/6761719?u=3517709343c7ed9e4e80cd95304fff0c357e58e0&v=4\",\n \"totalScore\": 14,\n \"prScore\": 14,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"ATHLSolutions: No activity this month.\"\n },\n {\n \"username\": \"dontonon\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/22495678?v=4\",\n \"totalScore\": 13.234147180559946,\n \"prScore\": 13.234147180559946,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"dontonon: Focused on expanding the ecosystem's financial capabilities by initiating the integration of the micronoise-eliza-plugin. This work, currently tracked in open PR #265 within the elizaos-plugins/registry, aims to enable token swapping via x402 payments. Their primary focus this month has been on enhancing plugin availability for decentralized payment processing.\"\n },\n {\n \"username\": \"10inchdev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/226776904?u=f8556423cfa0bd4464d64395c6c0d526050ba553&v=4\",\n \"totalScore\": 12.874147180559946,\n \"prScore\": 12.874147180559946,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"10inchdev: Focused on expanding the ecosystem's service offerings by integrating the MoltBazaar plugin into the registry. They successfully merged PR #255, which adds the AI Agent Job Marketplace on Base to the elizaos-plugins/registry. This contribution involved precise configuration updates to ensure the new marketplace is properly indexed and accessible. Their primary focus this month was on ecosystem expansion through configuration management.\"\n },\n {\n \"username\": \"a692570\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/182830946?u=fbc711137880cd843fea4b3b9f00013d07d40fd6&v=4\",\n \"totalScore\": 10.997573590279972,\n \"prScore\": 10.997573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"a692570: Focused on expanding the project's documentation by initiating a new integration guide for ClawdTalk voice calling. This work is currently captured in open PR #6489 within the elizaos/eliza repository. Their primary focus this month has been on enhancing developer resources and supporting third-party voice service integrations.\"\n },\n {\n \"username\": \"lawyered0\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/4802498?u=f45773fb7440d77e5c12ea1560122dd6d26632eb&v=4\",\n \"totalScore\": 10.40435169073515,\n \"prScore\": 10.40435169073515,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"lawyered0: Focused on improving the robustness of trust evaluation processing by addressing a bug in the elizaos-plugins/plugin-trust repository. They authored PR #1 to handle plain-text trust evaluation requests, contributing 46 lines of code and associated tests to ensure reliable input parsing. This work demonstrates a clear focus on bugfix stability and test coverage within the plugin's core logic.\"\n },\n {\n \"username\": \"puncar-dev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/72890404?v=4\",\n \"totalScore\": 8,\n \"prScore\": 0,\n \"issueScore\": 8,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"puncar-dev: Focused on architectural planning and feature proposals for the elizaos/eliza repository by opening four strategic issues. They outlined a comprehensive whitelisting and leaderboard system (#6469), a community-driven news injection system (#6466), and a feedback mechanism for NPC prompts (#6465). Additionally, they proposed optimizations for AI model usage during the coding process (#6467), demonstrating a primary focus on system design and community engagement features.\"\n },\n {\n \"username\": \"jasonxkensei\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/260305565?u=b17387a9077530191e297ff256d49d9a14c47194&v=4\",\n \"totalScore\": 6.557573590279973,\n \"prScore\": 6.557573590279973,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"jasonxkensei: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin. They opened a pull request in elizaos-plugins/registry (#266) to add the @elizaos/plugin-xproof package. Their activity this month was centered on configuration updates to support this new feature.\"\n },\n {\n \"username\": \"samarth30\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/48334430?u=1fc119a6c2deb8cf60448b4c8961cb21dc69baeb&v=4\",\n \"totalScore\": 4,\n \"prScore\": 0,\n \"issueScore\": 4,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"samarth30: Focused on identifying architectural improvements for the elizaos/eliza repository by proposing enhancements for external integrations. They initiated discussions on expanding platform capabilities through the creation of two new issues regarding Google MCP enhancements (#6517) and Twitter MCP enhancements (#6516). Their primary focus this month was on the strategic planning and feature definition for Model Context Protocol (MCP) implementations.\"\n },\n {\n \"username\": \"aite550659-max\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258900948?v=4\",\n \"totalScore\": 4,\n \"prScore\": 0,\n \"issueScore\": 4,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"aite550659-max: Focused on proposing architectural enhancements for the elizaos/eliza repository by initiating the integration of a Verifiable Audit Trail Plugin (VAL). They documented this new feature through the creation of two open issues (#6499, #6500) to outline the plugin's implementation. Their primary focus this month was on defining the requirements for verifiable auditing within the ecosystem.\"\n },\n {\n \"username\": \"thewoweffect\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113222443?u=cb21d15b0ce815d0f68167f2eca236aad6c64598&v=4\",\n \"totalScore\": 2.3000000000000003,\n \"prScore\": 0,\n \"issueScore\": 2.1,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"thewoweffect: Focused on identifying and documenting system inefficiencies within the elizaos/eliza repository. They notably reported a bug regarding duplicate LLM calls triggered by URLs in messages (#6486) and engaged in the subsequent discussion to help resolve the issue. Their primary focus this month was on improving application reliability through bug reporting and issue triage.\"\n },\n {\n \"username\": \"saoirse102345-blip\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258542122?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"saoirse102345-blip: Focused on expanding the ecosystem's capabilities by proposing a new architectural direction for financial transactions. They initiated a feature request for a Payment Infrastructure Plugin to enable agent-to-agent and agent-to-user payments within the elizaos/eliza repository (#6443). This contribution highlights a strategic focus on developing core utility and financial interoperability for the platform.\"\n },\n {\n \"username\": \"rookdaemon\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258400181?u=f806b5798e056f9384e53da900fdcd3d7bc24c14&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"rookdaemon: Focused on architectural improvements for agent scalability by initiating a discussion on inter-agent coordination. They proposed a framework for cross-instance communication in elizaos/eliza (#6514) to enhance how separate agent instances interact. Their primary focus this month was on high-level system design and multi-agent orchestration.\"\n },\n {\n \"username\": \"mbatini\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/34915878?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"mbatini: Focused on identifying and reporting integration issues within the elizaos-plugins ecosystem. They documented a technical hurdle regarding embedding errors in the Ollama plugin via issue #17. Their primary focus this month was on troubleshooting and improving the reliability of the elizaos-plugins/plugin-ollama repository.\"\n },\n {\n \"username\": \"fiv3fingers\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/59544796?u=58c2849a3bd9087a4d2e0a5d31ba3cba75babfd6&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"fiv3fingers: Focused on expanding the security capabilities of the platform by proposing the integration of a new audit module. They initiated this effort by opening issue #6468 in elizaos/eliza to advocate for the addition of an EVM audit module. Their primary focus this month was on architectural planning and security enhancements within the EVM ecosystem.\"\n },\n {\n \"username\": \"coolRoger\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/33861624?u=ae40d02de875befc512751127f1082a22b464264&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"coolRoger: Focused on expanding integration flexibility by identifying a need for custom OpenAI endpoint support. They initiated a feature request in elizaos/eliza (#6490) to allow for greater configuration options within the OpenAI provider. Their primary focus this month was on architectural feedback and enhancing the extensibility of the platform's API connections.\"\n },\n {\n \"username\": \"basedmereum\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/223933470?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"basedmereum: Focused on expanding ecosystem capabilities by proposing the integration of the SOLPRISM plugin for verifiable AI reasoning on Solana. This contribution was initiated through the creation of issue #6454 in the elizaos/eliza repository. Their primary focus this month was on architectural planning for blockchain-based AI verification.\"\n },\n {\n \"username\": \"JKHeadley\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/12631935?u=e1a3e2005973fbf5526f5dccd04b6310e2476946&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"JKHeadley: Focused on ecosystem expansion and strategic integration by proposing the MoltBridge Trust & Discovery Layer as an enhancement for the Eliza framework. This contribution, detailed in issue elizaos/eliza#6501, outlines a path for improving discovery and trust mechanisms within the project. Their primary focus this month was on architectural planning and integration proposals.\"\n },\n {\n \"username\": \"tdnupe3\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&v=4\",\n \"totalScore\": 0.2,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": null\n }\n ],\n \"newPRs\": 38,\n \"mergedPRs\": 18,\n \"newIssues\": 41,\n \"closedIssues\": 65,\n \"activeContributors\": 35\n}\n---\n[\"dependabot[bot]_day_2026-02-22\", \"dependabot[bot]\", \"day\", \"2026-02-22\", \"dependabot[bot]: No activity today.\", \"2026-02-22T23:20:16.335Z\"]\n[\"greptile-apps_day_2026-02-22\", \"greptile-apps\", \"day\", \"2026-02-22\", \"greptile-apps: No activity today.\", \"2026-02-22T23:20:16.369Z\"]\n[\"standujar_day_2026-02-22\", \"standujar\", \"day\", \"2026-02-22\", \"standujar: Focused on feature work, opening a significant PR in elizaos/eliza (#6521) to align RLS isolation with v1 patterns, which involved modifying 16 files with substantial changes across both code and tests.\", \"2026-02-22T23:20:16.719Z\"]\n[\"agentfirstlabs_day_2026-02-22\", \"agentfirstlabs\", \"day\", \"2026-02-22\", \"agentfirstlabs: Focused on documentation, contributing a new safety guide to elizaos/eliza via PR #6523, which involved modifying 1 file with 29 additions.\", \"2026-02-22T23:20:16.545Z\"]\n---\n2026-02-28T08:44:39.278678+00:00Z\n---\n2026-02-28\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-02-27\n---\nai_news_elizaos_discord_md_2026-02-26\n---\nai_news_elizaos_discord_md_2026-02-25\n---\nai_news_elizaos_daily_json_2026-02-27\n---\nai_news_elizaos_daily_md_2026-02-27\n---\nai_news_elizaos_daily_discord_json_2026-02-27\n---\nai_news_elizaos_daily_discord_md_2026-02-27\n---\ngithub_summaries_week_latest_2026-02-15.md\n---\ngithub_summaries_month_latest_2026-02-01.md\n---\ngithub_summaries_daily_2026-02-28" ] }