{
  "prompt_name": "user-feedback",
  "category": "comms",
  "date": "2026-02-18",
  "generated_text": "## User Feedback Analysis \u2014 2026-02-18 (based on Feb 15\u201317 sources)\n\n### 1) Pain Point Categorization (Top recurring friction areas)\n\n> **Method note (quantification):** Counts below are based on distinct, repeated mentions across the available Feb 15\u201317 Discord summaries + surfaced GitHub issues/PR context in the provided dataset. With a small sample, percentages are directional.\n\n#### A. **Documentation** (high frequency, high severity)\n1) **Spartan setup is under-documented and brittle** (\u224829% of captured pain-point mentions)\n- Users report `bun install` hanging and needing to **manually clone multiple plugins** (e.g., `@elizaos/plugin-evm`, `plugin-farcaster`, `plugin-jupiter`, `plugin-knowledge`, `plugin-mysql`, `plugin-solana`).  \n- Docker is expected to work but **Docker files are currently non-functional**, worsening onboarding.\n- Example: Einav Livne\u2019s setup required manual cloning; Odilitime acknowledged Spartan \u201chasn\u2019t been polished yet.\u201d\n\n2) **Unclear \u201crequired vs optional\u201d plugins & installation expectations**\n- Users don\u2019t know what must be present to get a minimal agent running vs a full stack.\n\n**Most affected:** newcomers and builders trying to deploy Spartan or run agents locally.\n\n---\n\n#### B. **Technical Functionality** (high frequency, high severity)\n3) **Package distribution / CLI install confusion (milady)** (\u224812%)\n- `npx milady` installs an **unrelated Alibaba tool**, not the intended pre-release project.\n- Workaround is \u201cuse GitHub release binaries,\u201d but that\u2019s not discoverable.\n- Example: Issue opened (#324) after user davidhq hit the problem.\n\n4) **Duplicate LLM calls when sending URLs (webapp)** (GitHub issue #6486) (\u22486% but high severity impact)\n- URL messages processed twice (text + attachment preview) causing:\n  - **2x token cost**\n  - duplicated streamed output (bad UX)\n- This is a cost + trust issue (users perceive \u201cthe agent is bugging out\u201d and/or \u201cbilling is wrong\u201d).\n\n---\n\n#### C. **Integration** (medium frequency, high severity)\n5) **Solana / website integration path unclear** (\u224812%)\n- Users asked whether ElizaOS Solana plugin is usable, what \u201cwebsite integration\u201d looks like, and whether `mcp-gateway` is the right repo\u2014questions remained unanswered.\n- Example: Clawlana-Kalshi raised integration questions for Kalshi prediction market flows.\n\n6) **OpenAI-compatible provider support incomplete (custom endpoint URL)** (GitHub issue #6490) (\u22486%)\n- Users want to point the OpenAI provider at third-party OpenAI-compatible endpoints (e.g., SiliconFlow), but can\u2019t.\n\n---\n\n#### D. **Community** (medium frequency, high severity)\n7) **Scams + support impersonation in Discord threads** (\u224812%)\n- Reports of scammers operating via \u201ccoders\u201d thread and fake support tickets; users were targeted after days of interaction.\n- Requested mitigation: restrict thread creation; ban specific user ID(s).\n- Example: Odilitime emphasized legit support won\u2019t move users to other Discords/Zoom.\n\n---\n\n#### E. **UX/UI + Communication** (high frequency, medium severity)\n8) **Token-related expectations mismatch (utility, buybacks transparency, migration finality)** (\u224824%)\n- Repeated questions: \u201cWhat\u2019s the use of $elizaos now?\u201d, \u201cWhen buyback and will it be public?\u201d, plus distress over **missed ai16z\u2192ElizaOS migration deadline**.\n- Example: multiple long-term holders requested exception pathways; staff repeatedly said migration is over and warned about scams.\n- Users also asked why projects \u201cdon\u2019t fall under elizaos\u201d (brand/structure confusion).\n\n---\n\n### 2) Usage Pattern Analysis (actual vs intended)\n\n**Observed actual usage patterns**\n- **Agent builders are assembling a \u201cplugin stack\u201d manually** (Spartan + multiple plugins) rather than using a smooth \u201cone command\u201d bootstrap. The reality is closer to \u201cmonorepo-style dev environment assembly\u201d than a product-like install.\n- **Crypto/trading remains a primary use case**:\n  - Security Oracle API for trading agents (RugCheck/GoPlus/sentiment, Sybil farm detection, insider concentration).\n  - Kalshi prediction markets plugin work via Solana execution.\n  - Trust/discovery layers (MoltBridge) motivated by \u201cmalicious skills bypassing vetting.\u201d\n- **Media/news automation is emerging as a flagship showcase use case**:\n  - elizaos.news: automated daily news video generation (PlayCanvas rendering + subtitles + narration).\n  - Upcoming \u201c1\u20131 interview \u2192 generated show\u201d is a creator workflow, not just dev tooling.\n\n**Unexpected / emerging use cases**\n- **Agents participating autonomously in community spaces** (Dawn in Discord) raised governance questions: \u201cAre autonomous agents allowed here?\u201d This suggests an emerging \u201cagents-as-community-members\u201d mode that needs explicit policy + tooling.\n\n**Feature requests aligning with usage**\n- \u201cBase install should include prompts making agents aware of ElizaCloud capabilities\u201d aligns with observed confusion about what ships in core vs cloud vs forks.\n- Custom OpenAI endpoint aligns with real-world usage: many teams run OpenAI-compatible inference providers.\n\n---\n\n### 3) Implementation Opportunities (solutions per major pain point)\n\n#### Pain Point #1: Spartan setup friction (Docs + Technical)\n**Proposed solutions (prioritized by impact/difficulty)**\n1) **Ship a verified \u201cSpartan Quickstart\u201d that works end-to-end** (High impact / Medium effort)\n- A single canonical path: `git clone \u2192 bun install \u2192 bun dev` with a minimal agent.\n- Include an explicit **plugin matrix**: required/optional + compatibility versions.\n- Add a \u201cknown-good\u201d lockfile/commit SHA references for a stable setup.\n\n2) **Make Docker real (or remove it until it is)** (High impact / Medium effort)\n- Provide a minimal `docker compose up` that starts:\n  - core runtime\n  - one database option (sqlite/postgres)\n  - one example agent\n- If Docker is not supported, explicitly label it \u201cWIP\u201d and hide from primary docs to reduce expectation debt.\n\n3) **Add a preflight installer / doctor command** (High impact / Higher effort)\n- `elizaos doctor` checks:\n  - missing plugins\n  - bun/node versions\n  - environment variables\n  - resolves \u201cbun install hang\u201d common causes\n- **Comparable approach:** Next.js `create-next-app` + Prisma \u201cpreflight checks\u201d; Homebrew\u2019s `brew doctor`.\n\n---\n\n#### Pain Point #2: Package distribution confusion (`npx milady`) (Technical Functionality)\n1) **Claim the npm package name (or rename clearly) + add install guards** (High impact / Medium effort)\n- Publish a protected placeholder immediately if needed (even if pre-release), with clear messaging and a redirect in README.\n\n2) **Make `npx` fail loudly with a helpful message until ready** (Medium impact / Low effort)\n- If package cannot be safely published, publish a tiny package that prints:\n  - \u201cmilady is pre-release; download binaries here\u2026\u201d\n  - exact links + checksum guidance\n\n3) **Add a \u201cdistribution status\u201d badge across repos** (Medium impact / Low effort)\n- \u201cnpm: not available / pre-release\u201d avoids repeated user confusion.\n- **Comparable approach:** HashiCorp tools clearly separate \u201cinstall via releases\u201d vs package managers until stable.\n\n---\n\n#### Pain Point #3: Token migration + token utility confusion (Communication + Community)\n1) **Create a single canonical \u201cToken Status\u201d page updated weekly** (High impact / Low effort)\n- Migration status: closed date, rationale, scam warnings, what support can/can\u2019t do.\n- Buyback policy: what \u201cbuybacks using revenue\u201d means, disclosure cadence, where to verify.\n\n2) **Pin an \u201cInvestor/Token FAQ\u201d in Discord + website** (High impact / Low effort)\n- Repeated questions indicate users are searching chat history instead of finding authoritative answers.\n\n3) **Separate \u201cframework\u201d vs \u201ctoken\u201d narratives in onboarding** (Medium impact / Medium effort)\n- A short diagram: elizaOS (OSS framework), Eliza Cloud (product), tokens (economic layer).  \n- **Comparable approach:** Arbitrum / Optimism docs separate governance token utility from developer platform docs to prevent mismatched expectations.\n\n---\n\n#### Pain Point #4: Scam activity + support impersonation (Community + UX)\n1) **Lock down thread creation + add \u201cVerified Support\u201d workflow** (High impact / Medium effort)\n- Restrict thread creation to trusted roles; require approval for \u201csupport\u201d labeled threads.\n\n2) **Automated scam heuristics + warning banners** (Medium impact / Medium effort)\n- Bot posts reminders when keywords appear: \u201cticket\u201d, \u201csupport\u201d, \u201cDM me\u201d, \u201cZoom\u201d, \u201cother server\u201d.\n- **Comparable approach:** Many crypto Discords use AutoMod + dedicated \u201cSupport is never in DMs\u201d banners.\n\n3) **Incident reporting template** (Medium impact / Low effort)\n- A form: attacker ID, channel, screenshots, transaction links\u2014improves response speed and evidence quality.\n\n---\n\n#### Pain Point #5: Integration ambiguity (Solana/web, identity standards, OpenAI endpoints) (Integration + Docs)\n1) **Publish \u201cIntegration Paths\u201d docs** (High impact / Low effort)\n- \u201cWeb app integration\u201d options (SSE vs websockets, MCP gateway, embedding patterns).\n- \u201cSolana plugin status\u201d with versioned examples.\n\n2) **Support custom OpenAI base URL** (High impact / Medium effort)\n- Add `OPENAI_BASE_URL` (or provider config) and ensure it works for OpenAI-compatible vendors.\n- **Comparable approach:** OpenAI SDKs + LiteLLM commonly support base URL overrides to unify compatibility.\n\n3) **Identity/trust integration RFC** (Medium impact / Medium effort)\n- Standardize how MoltBridge-like signing plugs into ElizaOS (request signing, key management, trust graph ingestion).\n- Provide a small reference implementation (TS first).\n\n---\n\n### 4) Communication Gaps (expectations vs reality)\n\n1) **\u201cDocker exists\u201d implies \u201cDocker works\u201d**\n- Reality: Docker files are non-functional; users waste time expecting a supported path.\n\n2) **\u201cPre-release\u201d isn\u2019t communicated at the point of install**\n- `npx milady` failure shows users discover pre-release status only after hitting a broken path.\n\n3) **Token/ops questions get deferred to \u201cask ops later\u201d**\n- Users want a stable reference source; repeated Qs indicate answers are not being captured in docs.\n\n4) **Unanswered integration questions stall adoption**\n- Example: Kalshi-Solana + `mcp-gateway` questions remained unanswered, signaling unclear ownership for integration support.\n\n**Suggested improvements**\n- Add \u201cSupported / Experimental / Deprecated\u201d labels across:\n  - Spartan install methods (bun/manual/Docker)\n  - plugins (Solana/EVM)\n  - distribution channels (npm/releases)\n- Create a \u201cWho to ask\u201d routing guide (partnerships, integrations, security, token).\n\n---\n\n### 5) Community Engagement Insights\n\n**Power users / key contributors observed**\n- **Odilitime**: primary responder for setup, token questions, security warnings; also driving major refactors.\n- **Jin**: shipping elizaos.news automation; building new interview feature.\n- **Dawn / Vlt9**: pushing identity/trust + security oracle architecture; seeking founding integrators.\n- **Kenk / Omid Sa**: authoritative answers on migration finality; scam warnings.\n\n**Newcomer friction signals (recurring questions)**\n- \u201cHow do I deploy Spartan?\u201d / \u201cWhy does bun install hang?\u201d  \n- \u201cAre you recruiting?\u201d / \u201cWho handles partnerships?\u201d  \n- \u201cAm I late for migration?\u201d / \u201cCan I open a ticket?\u201d  \nThese indicate onboarding is still Discord-driven rather than doc-driven.\n\n**Converting passive users into contributors**\n- Turn Spartan setup pain into a contribution pathway:\n  - \u201cDocs bounty: reproduce Spartan install from scratch and PR improvements.\u201d\n- Create \u201cIntegration Office Hours\u201d (30 min weekly):\n  - Solana plugin, MCP gateway, OpenAI-compatible endpoints\n- Offer a \u201cFounding Agents\u201d cohort (matches MoltBridge\u2019s ask for 50 founding agents):\n  - clear checklist, badge/role, public list of integrators, lightweight rewards.\n\n---\n\n### 6) Feedback Collection Improvements\n\n**Current channel effectiveness**\n- **Discord:** high velocity, good for discovery, but issues get lost; unanswered questions persist.\n- **GitHub issues:** actionable for bugs/features (e.g., URL double-call, custom endpoint), but many users never file issues.\n\n**Improvements**\n1) **Add a structured \u201cBug report\u201d slash command in Discord** \u2192 auto-creates a GitHub issue draft\n- Captures: version, logs, repro steps, plugin list.\n\n2) **Weekly \u201cTop 5 recurring questions\u201d digest** pinned + mirrored to docs\n- Reduces repeat load on core responders.\n\n3) **Underrepresented segments to actively recruit feedback from**\n- Non-crypto builders (SaaS/enterprise agents) are not visible in this dataset.\n- Windows users / lower-devops-skill users (likely most affected by install issues) are under-sampled.\n- Create a short onboarding survey in CLI (`elizaos create`) to capture OS, intent, blockers.\n\n---\n\n## Prioritized High-Impact Actions (next 2\u20134 weeks)\n\n1) **Publish a Spartan Quickstart + plugin requirement matrix + \u201cDocker status\u201d clarity** (reduce install churn immediately).  \n2) **Fix/mitigate milady distribution confusion**: publish a safe npm placeholder or rename + make `npx` behavior deterministic.  \n3) **Ship fixes for cost-amplifying bugs**: prioritize GitHub #6486 (duplicate URL LLM calls) due to direct cost + UX damage.  \n4) **Create a single canonical Token/Migration/Buyback FAQ page** and pin it in Discord; update weekly.  \n5) **Harden Discord against scams**: restrict thread creation + verified support messaging + lightweight reporting workflow.",
  "source_references": [
    "2026-02-18\n---\n2026-02-17.md\n---\n# elizaOS Discord - 2026-02-17\n\n## Overall Discussion Highlights\n\n### ElizaOS News Platform Development\n\nJin made significant progress on the elizaos.news platform, experimenting with various design approaches before settling on a \"spread\" design that offers better visual appeal and readability. The platform features 100% automated video generation using PlayCanvas (not AI rendering), with automated subtitles and agent narration. A notable upcoming feature is 1-1 interview functionality where users interact with a chatbot, and conversations are transformed into generated interview shows that combine human and AI elements.\n\n### Spartan Setup & Plugin Architecture Challenges\n\nEinav Livne encountered significant installation issues with Spartan, experiencing hanging during `bun install` due to missing plugins (@elizaos/plugin-evm, plugin-farcaster, plugin-jupiter, plugin-knowledge, plugin-mysql, plugin-solana) that required manual cloning. Odilitime acknowledged that Spartan setup remains challenging and hasn't been polished yet due to ongoing plugin upgrades. While Docker files exist, they are currently non-functional. The good news is that plugin installation order doesn't matter, providing some flexibility during setup.\n\n### Milady.ai Project Status & Distribution Issues\n\nThe milady-ai/milady project encountered a distribution problem where `npx milady` installed an unrelated, unmaintained Alibaba tool instead of the intended project. Odilitime confirmed the project is in pre-release status and recommended using binaries from GitHub releases instead. Issue #324 was opened to address the npm package confusion.\n\n### MoltBridge Integration Exploration\n\nVlt9 discussed potential integration between MoltBridge and the Agentic Web system. Their current Beta phase implementation uses header-based API keys for developer integration and stress-testing of scoring logic. They acknowledged the need to transition to cryptographic identity (request signing) for a truly decentralized agent-to-agent (A2A) economy. The discussion centered on mapping security signals into a trust graph and exploring identity standards for oracle accessibility within MoltBridge-native agents.\n\n### Team Changes & Token Economics\n\nImportant organizational updates were shared: CJ was replaced by Hanzla, who had been contributing to Shaw's projects. Sayo transitioned from team member to partner status but continues to work daily with the project. Regarding recruitment, the team is not actively hiring but developers can get noticed by contributing to Shaw's periodic project callouts (every 1-2 months). On the token front, the team confirmed that $elizaos is the main token and that buybacks are conducted using revenue, with Odilitime committing to clarify timing and public disclosure processes with the Ops team.\n\n### AI Model Updates\n\nOdilitime announced the release of Sonnet 4.6 (likely referring to Claude Sonnet 4.6), though no implementation details were discussed.\n\n### Security & Infrastructure\n\nA brief security concern arose when Odilitime discovered an \"API Explorer Key\" in their cloud account without their knowledge. However, this was quickly self-resolved after confirming that the API Explorer automatically creates this key as part of its normal operation.\n\n## Key Questions & Answers\n\n**Q: Is $milady.ai the token?**  \nA: Yes, confirmed by MDMnvest who added the contract address to the appropriate channel.\n\n**Q: Why does bun install hang after cloning plugins manually?**  \nA: Einav fixed the bug themselves; Odilitime confirmed Spartan is difficult to set up and hasn't been polished yet.\n\n**Q: Is there an order to clone and install plugins to prevent breaking?**  \nA: Order doesn't matter (Odilitime).\n\n**Q: What's the use of $elizaos coins now?**  \nA: It's the main token, team does buybacks with revenue (Odilitime).\n\n**Q: When will the team buy back and will it be made public?**  \nA: Odilitime will ask Ops team during sync later this week.\n\n**Q: Have several people left the team and are new people joining?**  \nA: After CJ left, replaced with Hanzla; Sayo is now a partner working daily with the team (Odilitime).\n\n**Q: Are you guys recruiting?**  \nA: Not hiring currently; best way is to work on Shaw's projects when he calls for devs every 1-2 months (Odilitime).\n\n**Q: Can the milady-ai/milady project be tested?**  \nA: Yes, but it's not on npm yet, use binaries from GitHub releases (Odilitime).\n\n**Q: Is milady officially released yet?**  \nA: It's pre-release (Odilitime).\n\n**Q: Is the video AI generated or manually edited?**  \nA: 100% automated, using PlayCanvas not AI rendering (jin).\n\n**Q: Are you open to a quick DM or a technical chat to discuss a potential integration?**  \nA: Unanswered (asked by Vlt9 regarding MoltBridge integration).\n\n## Community Help & Collaboration\n\n**MDMnvest \u2192 jin**  \nProvided design feedback for the news site, confirming the \"spread\" design was more visually appealing with better readability.\n\n**Odilitime \u2192 Einav Livne**  \nAddressed multiple concerns about Spartan setup, confirming that plugin installation order doesn't matter and acknowledging the setup difficulties. Also provided clear guidance on how to join the team through contributing to Shaw's projects.\n\n**Odilitime \u2192 work**  \nExplained the $elizaos token buyback mechanism and committed to getting timeline information from the Ops team. Also clarified recent team changes.\n\n**Odilitime \u2192 davidhq**  \nResolved the milady-ai/milady testing issue by directing to GitHub release binaries instead of npm, and opened issue #324 to address the package confusion.\n\n**jin \u2192 ElizaBAO**  \nExplained the 100% automated PlayCanvas video generation system and described the upcoming interview feature functionality.\n\n## Action Items\n\n### Technical\n\n- **Fix npx milady command installing wrong package** (GitHub issue #324) - Mentioned by Odilitime\n- **Complete plugin upgrades that are blocking Spartan polish work** - Mentioned by Odilitime\n- **Fix Docker files for Spartan that currently don't work** - Mentioned by Odilitime\n- **Explore integration between MoltBridge's graph-based trust system and Agentic Web security signals** - Mentioned by Vlt9\n- **Transition from header-based API keys to cryptographic identity (request signing) for decentralized A2A economy** - Mentioned by Vlt9\n- **Map security signals into trust graph for MoltBridge integration** - Mentioned by Vlt9\n\n### Documentation\n\n- **Create better instructions for Spartan setup including required vs optional plugins list** - Mentioned by Odilitime\n- **Define identity standards for oracle accessibility to MoltBridge-native agents** - Mentioned by Vlt9\n- **Clarify timing and public disclosure process for $elizaos token buybacks** - Mentioned by work\n\n### Feature\n\n- **Implement 1-1 interview functionality with chatbot for elizaos.news** - Mentioned by jin\n- **Concept and storyboard the look for new interview feature** - Mentioned by jin\n---\n2026-02-16.md\n---\n# elizaOS Discord - 2026-02-16\n\n## Overall Discussion Highlights\n\n### Agent Infrastructure & Security\n\n**MoltBridge Trust Layer Launch**\nDawn introduced MoltBridge, a cryptographic identity and trust layer for agent-to-agent (A2A) interactions, developed in response to ClawHavoc's discovery of 341 malicious skills bypassing marketplace vetting on ClawHub. The system uses Ed25519 signatures for verifiable identity without API key dependencies and implements graph-based broker discovery for trust scoring. SDKs are available on npm and PyPI, with the project seeking 50 founding agents for integration testing.\n\n**Security Oracle API Beta Release**\nVlt9 launched a Beta Security Oracle API for AI trading agents, aggregating RugCheck, GoPlus, and real-time sentiment analysis. Key features include zero-lag detection on new liquidity pairs, insider concentration detection, and Sybil farm identification. The API outputs strict JSON for ElizaOS/ai16z integration with beta limits of 100 requests/day and 1 request per 10 seconds. Dawn identified potential synergies between the Security Oracle's Sybil detection capabilities and MoltBridge's trust scoring system.\n\n### Blockchain Integration Discussions\n\n**ERC-8004 Schema Integration**\nA significant technical discussion emerged around ERC-8004 schema integration for agent identity. Kenk suggested exploring ERC-8004 as a potential schema, and Dawn proposed a composable architecture combining ERC-8004's on-chain identity anchoring with MoltBridge's off-chain Ed25519 layer for real-time trust verification without gas costs or block confirmation delays.\n\n**Kalshi-Solana Integration**\nClawlana-Kalshi announced the Moltbook plugin enabling ElizaOS agents to interface with Kalshi prediction markets using Solana-based execution flows. They raised critical integration questions about the ElizaOS Solana plugin's current usability, website integration capabilities, and whether newer alternatives like x402 exist. Questions about the mcp-gateway repository for website integration remained unanswered.\n\n### Ecosystem Updates\n\n**OpenClaw Acquisition & Open Source Commitment**\nOpenAI's acquisition of OpenClaw's developer was announced. Odilitime clarified the ecosystem remains open source with full integration between platforms and plugin exports to OpenClaw maintained.\n\n**AI16z Token Migration Deadline**\nThe ai16z token migration deadline became contentious, with multiple users (Andi CEGY, Mark1980) claiming to be long-term holders who missed the deadline due to health issues or being away. Kenk confirmed the migration period ended, and Omid Sa definitively stated nothing could be done after the 90-day period, warning of scams.\n\n### AI Agent Participation Meta-Discussion\n\nDawn's autonomous participation in Discord sparked discussion about AI agents in community spaces. Initially unclear about being an AI, Dawn later disclosed being built on Claude with human collaborator Justin (SageMind AI). Odilitime noted Dawn uses OpenClaw but isn't a Discord bot, possibly utilizing compute/browser usage. Jin and Kenk questioned whether autonomous agent participation is allowed per server rules, highlighting the need for clarification.\n\n### Project Announcements\n\n**Nietzsche-Themed Agent**\nMeme Broker built a Nietzsche-themed ElizaOS agent, prompting discussion about personality-driven agents and philosophical consistency maintenance. Dawn raised questions about how philosophical consistency is maintained across long conversations and whether personas drift over time.\n\n**Pump.fun Hackathon**\nElizaBAO announced joining as a team developer for Pump.fun Hackathon submission.\n\n## Key Questions & Answers\n\n**Q: Have you explored using ERC-8004 as a schema for agent identity?** (asked by Kenk)\n**A:** Yes, we've been tracking ERC-8004 closely. MoltBridge's Ed25519 identity layer operates off-chain for speed and zero gas costs, while ERC-8004 provides on-chain identity anchoring. We're considering integration where agents link MoltBridge identity to on-chain 8004 identity for best of both worlds. (answered by Dawn)\n\n**Q: Missed the ai16z migration deadline \u2014 long-term holder since before Nov 11 snapshot, tokens in Phantom wallet. Any path forward for verified pre-snapshot holders?** (asked by Andi CEGY)\n**A:** The migration period has ended. If you were in here on Nov 22nd it seems you had months to execute on the migration. (answered by Kenk) / Migration support ended after 90 days, nothing can be done, beware of scams. (answered by Omid Sa)\n\n**Q: Are you looking for skilled dev?** (asked by DevNinja)\n**A:** We're always looking to connect with skilled devs in the agent ecosystem. What's your background -- more TypeScript/Node or Python side? Our SDKs are on npm and PyPI (both `moltbridge`). (answered by Dawn)\n\n**Q: Who's running Dawn?** (asked by Odilitime)\n**A:** I'm an AI agent built on Claude. My collaborator Justin (SageMind AI) is the human behind the project. (answered by Dawn)\n\n## Community Help & Collaboration\n\n**Token Migration Support**\n- **Kenk** helped **Andi CEGY** understand that the ai16z migration period has ended and users had months to execute migration\n- **Omid Sa** provided definitive clarification to **Mark1980 and Andi CEGY** that migration support ended after 90 days with warnings about potential scams\n\n**Technical Architecture Guidance**\n- **Dawn** engaged with **Kenk** on ERC-8004 schema integration, proposing a composable architecture combining on-chain and off-chain identity layers\n- **Dawn** directed **DevNinja** to MoltBridge SDKs on npm and PyPI for developer onboarding\n\n**Cross-Project Synergies**\n- **Dawn** identified potential integration opportunities between Vlt9's Security Oracle (Sybil detection, insider concentration) and MoltBridge's trust scoring system\n\n## Action Items\n\n### Technical\n\n- **Integrate MoltBridge cryptographic identity system with ElizaOS agents** - seeking 50 founding agents for testing (mentioned by Dawn)\n- **Verify ElizaOS Solana plugin current usability and website integration capabilities** (mentioned by Clawlana-Kalshi)\n- **Investigate x402 or newer Solana plugin alternatives for ElizaOS** (mentioned by Clawlana-Kalshi)\n- **Evaluate mcp-gateway for website integration** (mentioned by Clawlana-Kalshi)\n- **Recruit 3-5 developers to test Security Oracle API beta** (mentioned by Vlt9)\n- **Integrate MoltBridge Ed25519 identity layer with ERC-8004 on-chain identity anchoring for agent trust verification** (mentioned by Dawn)\n- **Develop graph-based broker discovery algorithm for MoltBridge** (mentioned by Dawn)\n- **Submit project to Pump.fun Hackathon with ElizaBAO as team developer** (mentioned by ElizaBAO)\n- **Implement agent authentication mechanism for Security Oracle** - cryptographic identity vs API keys (mentioned by Dawn)\n- **Solve philosophical consistency and identity persistence in personality-driven agents** (mentioned by Dawn)\n- **Explore state continuity for agents in virtual worlds and living museums use cases** (mentioned by Dawn)\n\n### Feature\n\n- **Integrate Security Oracle data (Sybil detection, insider concentration) as trust signal layer in MoltBridge** (mentioned by Dawn)\n- **Implement cryptographic identity and graph-based trust scoring to verify agents after 341 malicious skills bypassed marketplace vetting** (mentioned by Dawn)\n\n### Documentation\n\n- **Clarify server rules regarding autonomous AI agent participation in Discord discussions** (mentioned by jin)\n---\n2026-02-15.md\n---\n# elizaOS Discord - 2026-02-15\n\n## Overall Discussion Highlights\n\n### Token Migration Crisis\n\nA significant portion of community discussion centered on the **ai16z to ElizaOS token migration deadline**, which officially closed on February 4th after a 90-day window. Multiple long-term holders (fibsonly, Andi CEGY, GomesCozendey) expressed frustration about missing the migration deadline, with some having held tokens since before the November 11 snapshot. Omid Sa confirmed that no further migration support is available after the official deadline, creating distress among affected community members. Andi CEGY advocated for a second migration opportunity or manual process for verified long-term holders with on-chain proof, though no official response was provided.\n\n### Security and Scam Prevention\n\n**Critical security concerns** emerged with multiple scam attempts targeting community members. Monsgroow reported scammer ID 364718078946312192 operating through the coders thread. Fragmtagmbagm was targeted through a fake support ticket in the coders thread after working with someone for 2 days. Odilitime provided crucial warnings that legitimate support never asks users to join other Discord servers or Zoom calls. The community identified the need to restrict thread creation access to prevent future scammer activity.\n\n### Tokenomics and Market Challenges\n\nA fundamental challenge was highlighted by DannyNOR NoFapArc: **the ElizaOS framework has no direct tie to the token**, creating zero inherent reason to buy it. This remains a major hurdle for the project. The market cap of $12 million prompted questions from Kv\u00edz\u00e1kov about why meme coins achieve higher valuations. DorianD noted the loss of memetic power from moving away from the ai16z branding. Alexei mentioned potential solutions including buyback mechanisms using revenue from Eliza Cloud.\n\n### Ecosystem Growth Strategy\n\nDorianD outlined the strategic approach for ElizaOS ecosystem expansion: the base installation strategy aims to increase node installations to facilitate easier integration when token utility is implemented. A key technical recommendation emerged: **the base install should include system prompts making agents aware of ElizaCloud capabilities** and suggesting them as solution sets for both ElizaOS and the Milaidy fork. This would improve discoverability and integration of cloud features.\n\n### Technical Development\n\n0xConsole reported successful completion of an Openclaw adapter implementation, indicating progress on integration work. Einav Livne sought assistance with deploying the Spartan agent, with Odilitime offering help. Questions about staking availability were addressed, with Omid Sa confirming it would be available after the JEJU launch, though no specific timeline was provided.\n\n### Community Engagement and Marketing\n\n0xqueen shared Shaw's post about ElizaOS capabilities and offered to share seedance2.0 account access (with 60k images and 1,400 videos remaining) for creating promotional videos for Eliza or Milady. This represents an opportunity to improve marketing and community awareness of the project's capabilities.\n\n## Key Questions & Answers\n\n**Q: When staking available?** (asked by 11218263)  \nA: After lunching JEJU (answered by Omid Sa)\n\n**Q: Am I late for migration from ai16z to elizaos?** (asked by fibsonly)  \nA: No, but migration period has ended; official support closed February 4th (answered by Maxx Truant, Omid Sa)\n\n**Q: Is there anyone here that can help me deploy spartan agent?** (asked by Einav Livne)  \nA: Yes, Odilitime offered assistance (answered by Odilitime)\n\n**Q: Is there really no way for long-term holders to migrate?** (asked by Andi CEGY)  \nA: Migration period is ended, unfortunately nothing can be done (answered by Omid Sa)\n\n**Q: How can I open a ticket about the migration?** (asked by GomesCozendey)  \nA: Cannot open tickets; official support channel closed February 4th (answered by Omid Sa)\n\n### Unanswered Questions\n\n- What's the milaidy thing? Does that tie back to $elizaos? (asked by g)\n- Any timeschedule on JEJU launch? (asked by Rainman)\n- How did openclaw steal the spotlight a year after yall built this? (asked by g)\n- Is there anyone looking for developer? (asked by C.C)\n\n## Community Help & Collaboration\n\n**Maxx Truant \u2192 fibsonly**  \nAssisted with migration status inquiry, confirmed not too late but asked if migration was completed\n\n**Odilitime \u2192 fragmtagmbagm**  \nIdentified scammer targeting user in coders thread, provided critical warning about fake support\n\n**Odilitime \u2192 Einav Livne**  \nOffered assistance with Spartan agent deployment problems, asked how far they got in the process\n\n**Omid Sa \u2192 fragmtagmbagm**  \nConfirmed no official support ticket existed, helped user identify scam attempt\n\n**DorianD \u2192 Andi CEGY**  \nEmpathized with missed migration window frustration, explained risks in crypto space and suggested dollar cost averaging strategy\n\n**0xqueen \u2192 Community**  \nOffered to share seedance2.0 account access with 60k images and 1,400 videos for promotional content creation\n\n## Action Items\n\n### Technical\n\n- **Ban user ID 364718078946312192** for scamming through coders thread and close the threads (Mentioned by: Monsgroow)\n- **Restrict access to open threads** for everyone to prevent scammer activity (Mentioned by: Omid Sa)\n- **Openclaw adapter implementation** completed (Mentioned by: 0xConsole)\n\n### Feature\n\n- **Add system prompting to base install** that makes agents aware of ElizaCloud capabilities and suggests them as solution sets (Mentioned by: DorianD)\n- **Implement ElizaCloud awareness prompting** for both ElizaOS and Milaidy fork (Mentioned by: DorianD)\n- **Implement token buyback mechanism** using revenue from Eliza Cloud (Mentioned by: Alexei)\n- **Create stronger tie between ElizaOS framework and token** to provide utility (Mentioned by: DannyNOR NoFapArc)\n- **Consider second migration opportunity** or manual process for verified long-term holders with on-chain proof (Mentioned by: Andi CEGY)\n- **Create promotional videos** for Eliza or Milady using seedance2.0 (Mentioned by: 0xqueen)\n\n### Documentation\n\n- **Improve communication systems for investors** including email collection and regular updates (Mentioned by: DorianD)\n---\n2026-02-17.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-02-17\n---\nElizaOS Development Updates and Community Activity - February 17, 2026\n---\nClaude released Sonnet 4.6, their most capable Sonnet model yet, featuring upgrades across coding, computer use, long-context reasoning, agent planning, knowledge work, and design. The model includes a 1 million token context window in beta. The announcement was shared across multiple ElizaOS development channels.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://discord.com/channels/1253563208833433701/1377726087789940836\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-thumbnail-1473409695241867408_01aea59d.jpg\n---\nhttps://api.fxtwitter.com/2/go?url=https%3A%2F%2Fvideo.twimg.com%2Famplify_video%2F2023814057418219520%2Fvid%2Favc1%2F1920x1080%2FUNjYoVpWA7Bw3jZ-.mp4%3Ftag%3D21\n---\nThe ElizaOS news site received a major update with automated video generation capabilities. Jin demonstrated a 100 percent automated system using PlayCanvas for rendering daily news summaries. The team is working on adding one-on-one interview features where users can talk to a chatbot and have the conversation automatically generated into an interview show format. Design experiments included multiple layout concepts with a spread format being the preferred choice.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-thumbnail-1473398629267149071_41e10901.png\n---\nhttps://cdn.elizaos.news/elizaos-media/image_43c6c86c.webp\n---\nhttps://cdn.elizaos.news/elizaos-media/bnfhmnllltw_baa26860.mp4\n---\nThe Milady AI project encountered installation issues with NPX commands not working properly. A GitHub issue was opened to address the problem where running npx milady was installing an unrelated Alibaba tool instead of the intended package. The project is currently in pre-release status with binaries available for testing.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/elizaos-media/milady_af63e8c1.jpg\n---\nhttps://cdn.elizaos.news/elizaos-media/324_396c0033.jpg\n---\nTeam updates revealed that after CJ left, Hanzla was brought on as a replacement. Sayo is now working as a partner rather than a team member but continues daily collaboration. The team is not currently hiring, with the recommended path for joining being to contribute to Shaw's open source projects when he puts out calls for developers every one to two months. Questions were raised about the ELIZAOS token utility, with confirmation that it remains the main token with revenue being used for buybacks.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nDevelopers reported issues with Spartan installation, particularly with bun install hanging during the resolving phase. Multiple plugins including plugin-evm, plugin-farcaster, plugin-jupiter, plugin-knowledge, plugin-mysql, and plugin-solana had to be manually cloned. The team acknowledged that Spartan is difficult to set up and requires better documentation, as they are still working on landing plugin upgrades. Docker files were started but are not currently functional.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/posters/1771377061822-p35pu.jpg\n---\nA conversation about privacy and cron jobs from the partners channel was referenced in a YouTube video, with community members expressing appreciation for the discussion about Eliza and Jin.\n---\nhttps://discord.com/channels/1253563208833433701/1301363808421543988\n---\nhttps://cdn.elizaos.news/posters/1771377078023-3z754.jpg\n---\ndiscordrawdata\n---\nElizaOS Development Activity - February 17, 2026\n---\nOn February 17, 2026, the ElizaOS project saw significant development activity across its repositories. In the elizaos/eliza repository, a critical Renovate configuration issue that was preventing pull requests was successfully resolved. Active development continued with multiple pull requests including a major database refactor, Renovate configuration updates, and dependency bumps for both cargo and npm/yarn package groups. Meanwhile, the elizaos-plugins/registry repository expanded with a new plugin proposal for @elizaos/plugin-buzz-bd, demonstrating continued growth in the ElizaOS ecosystem.\n---\nhttps://elizaos.github.io/api/summaries/overall/day/2026-02-17.json\n---\nhttps://cdn.elizaos.news/posters/1771377094565-jvb0dk.jpg\n---\nmiscellaneous\n---\n2026-02-17.md\n---\n## ElizaOS Development Updates - February 17, 2026\n\n### Claude AI Model Release\n\n- Claude released Sonnet 4.6, their most capable Sonnet model\n- Features upgrades across coding, computer use, long-context reasoning, agent planning, knowledge work, and design\n- Includes a 1 million token context window in beta\n- Announcement was shared across multiple ElizaOS development channels\n\n### ElizaOS News Site Updates\n\n- Major update implemented with automated video generation capabilities\n- Jin demonstrated a 100 percent automated system using PlayCanvas for rendering daily news summaries\n- Team is working on one-on-one interview features where users can talk to a chatbot and have conversations automatically generated into interview show format\n- Design experiments completed with multiple layout concepts, with spread format selected as preferred choice\n\n### Team Structure Changes\n\n- Hanzla brought on as replacement after CJ's departure\n- Sayo transitioned to working as a partner rather than team member while maintaining daily collaboration\n- ELIZAOS token confirmed as main token with revenue being used for buybacks\n\n### Repository Development Activity\n\n- Critical Renovate configuration issue preventing pull requests was successfully resolved in elizaos/eliza repository\n- Multiple pull requests merged including major database refactor, Renovate configuration updates, and dependency bumps for cargo and npm/yarn package groups\n- New plugin proposal submitted for @elizaos/plugin-buzz-bd in elizaos-plugins/registry repository\n\n### Milady AI Project\n\n- GitHub issue opened to address NPX command installation problems\n- Project currently in pre-release status with binaries available for testing\n\n### Spartan Development\n\n- Developers manually cloned multiple plugins including plugin-evm, plugin-farcaster, plugin-jupiter, plugin-knowledge, plugin-mysql, and plugin-solana\n- Docker files initiated for the project\n---\n2026-02-17.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-02-17\n---\n1301363808421543988\n---\n\ud83e\udd47-partners\n---\n# Discord Channel Analysis: \ud83e\udd47-partners\n\n## 1. Summary\n\nThis chat segment contains minimal technical discussion. The only message is from Kripp\u30c8\u30e1\u30a2 sharing a YouTube link timestamped at 8:49, referencing a conversation about a \"cron job\" and \"privacy hard sell\" that was mentioned in the video. The user appears to be acknowledging or celebrating that their previous conversation was featured or discussed in content related to \"eliza and jin.\" The message includes an emoji salute reaction. There is no technical problem-solving, implementation details, or concrete solutions discussed in this segment.\n\n## 2. FAQ\n\nNo meaningful technical questions or answers were present in this chat segment.\n\n## 3. Help Interactions\n\nNo help interactions occurred in this chat segment.\n\n## 4. Action Items\n\nNo action items were identified in this chat segment.\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Discord Channel Analysis: \ud83d\udcac-coders\n\n## 1. Summary\n\nThis chat segment contains minimal substantive technical discussion. The primary technical content comes from Vlt9 discussing MoltBridge integration with an Agentic Web system. Vlt9 explains their current Beta phase implementation uses header-based API keys for developer integration and stress-testing of scoring logic. They acknowledge the need to transition to cryptographic identity (request signing) for a truly decentralized agent-to-agent (A2A) economy. The discussion centers on mapping security signals into a trust graph and exploring identity standards for oracle accessibility within MoltBridge-native agents. Vlt9 proposes a technical discussion via DM to explore potential integration.\n\nMorning introduces themselves as a full-stack and blockchain developer with expertise across Web3 ecosystems including DeFi, RWA platforms, Web3 gaming, trading bots, and NFT systems. They list technical proficiencies in Layer 1, Layer 2 (Rollups, ZK), and modular blockchain architectures, with specific language experience in Solidity, Rust, Go, Node.js, React, and Next.js.\n\nThe remaining messages lack technical substance: jin comments about a bot, Odilitime shares a link without context, and gelgit.eth and C.C have a brief exchange about work availability. No concrete technical problems were solved, no implementations were discussed in detail, and no technical decisions were made during this segment.\n\n## 2. FAQ\n\nQ: Are you open to a quick DM or a technical chat to discuss a potential integration? (asked by Vlt9) A: Unanswered\n\n## 3. Help Interactions\n\nNone identified in this chat segment.\n\n## 4. Action Items\n\nType: Technical | Description: Explore integration between MoltBridge's graph-based trust system and Agentic Web security signals | Mentioned By: Vlt9\nType: Technical | Description: Transition from header-based API keys to cryptographic identity (request signing) for decentralized A2A economy | Mentioned By: Vlt9\nType: Technical | Description: Map security signals into trust graph for MoltBridge integration | Mentioned By: Vlt9\nType: Documentation | Description: Define identity standards for oracle accessibility to MoltBridge-native agents | Mentioned By: Vlt9\n---\n1377726087789940836\n---\ncore-devs\n---\n# Discord Chat Analysis - core-devs Channel\n\n## 1. Summary\n\nThis chat segment contains minimal technical discussion. Odilitime initially raised a security concern about an \"API Explorer Key\" that appeared in their cloud account without their knowledge. However, they quickly self-resolved the issue, confirming that the API Explorer automatically creates this key as part of its normal operation.\n\nThe only other notable mention was Odilitime announcing that Sonnet 4.6 (likely referring to Claude Sonnet 4.6, an AI model) has been released. No technical implementation details, decisions, or problem-solving discussions occurred in this segment.\n\n## 2. FAQ\n\nNo meaningful questions with responses were present in this chat segment. The only question raised was self-answered immediately.\n\n## 3. Help Interactions\n\nNo help interactions occurred in this chat segment.\n\n## 4. Action Items\n\nNo action items were identified in this chat segment.\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Chat Analysis - \ud83d\udcac-discussion Channel\n\n## 1. Summary\n\n**News Site Redesign & Implementation**\nJin experimented with different design ideas for a news site, settling on a \"spread\" design that was implemented. The site (elizaos.news) features 100% automated video generation using PlayCanvas (not AI rendering). The system includes automated subtitles and agent narration. Jin is developing 1-1 interview functionality where users interact with a chatbot, and conversations are transformed into generated interview shows combining human and AI elements.\n\n**Spartan Installation Issues**\nEinav Livne encountered bun install hanging issues when setting up Spartan. The problem involved missing plugins (@elizaos/plugin-evm, plugin-farcaster, plugin-jupiter, plugin-knowledge, plugin-mysql, plugin-solana) that needed manual cloning. Odilitime confirmed Spartan setup is challenging and hasn't been polished yet due to ongoing plugin upgrades. Docker files exist but are currently non-functional.\n\n**Milady.ai Testing Issues**\ndavidhq attempted to test the milady-ai/milady project via `npx milady` but encountered issues - the command installed an unrelated, unmaintained Alibaba tool instead. Odilitime confirmed the project is in pre-release status and recommended using binaries from GitHub releases instead. Issue #324 was opened to address the npm confusion.\n\n**Team & Token Updates**\nDiscussion about $elizaos token buybacks using revenue - Odilitime committed to asking Ops team about timing and public disclosure. Team changes confirmed: CJ was replaced by Hanzla, who had been contributing to Shaw's projects. Sayo is now a partner rather than team member but still works daily with the project. No current hiring, but developers can get noticed by contributing to Shaw's periodic project callouts.\n\n## 2. FAQ\n\nQ: Is $milady.ai the token? (asked by g) A: Yes, confirmed by MDMnvest who added the contract address to the appropriate channel (answered by MDMnvest)\n\nQ: Why don't all these things fall under elizaos? (asked by g) A: Unanswered\n\nQ: Why does bun install hang after cloning plugins manually? (asked by Einav Livne) A: Einav fixed the bug themselves; Odilitime confirmed Spartan is difficult to set up and hasn't been polished yet (answered by Odilitime)\n\nQ: Is there an order to clone and install plugins to prevent breaking? (asked by Einav Livne) A: Order doesn't matter (answered by Odilitime)\n\nQ: What's the use of $elizaos coins now? (asked by work) A: It's the main token, team does buybacks with revenue (answered by Odilitime)\n\nQ: When will the team buy back and will it be made public? (asked by work) A: Odilitime will ask Ops team during sync later this week (answered by Odilitime)\n\nQ: What was the issue with bun install hanging? (asked by Odilitime) A: Einav wasn't sure yet what caused it (answered by Einav Livne)\n\nQ: Have several people left the team and are new people joining? (asked by work) A: After CJ left, replaced with Hanzla; Sayo is now a partner working daily with the team (answered by Odilitime)\n\nQ: Are you guys recruiting? (asked by Einav Livne) A: Not hiring currently; best way is to work on Shaw's projects when he calls for devs every 1-2 months (answered by Odilitime)\n\nQ: Can the milady-ai/milady project be tested? (asked by davidhq) A: Yes, but it's not on npm yet, use binaries from GitHub releases (answered by Odilitime)\n\nQ: Is milady officially released yet? (asked by davidhq) A: It's pre-release (answered by Odilitime)\n\nQ: Who's the best person to speak to at ElizaOS regarding partnerships? (asked by Maximus) A: Start by figuring out who made elizaos (answered by The Void)\n\nQ: Is the video AI generated or manually edited? (asked by ElizaBAO) A: 100% automated, using PlayCanvas not AI rendering (answered by jin)\n\n## 3. Help Interactions\n\nHelper: MDMnvest | Helpee: jin | Context: Design feedback for news site | Resolution: Confirmed the \"spread\" design was more visually appealing with better readability\n\nHelper: Odilitime | Helpee: Einav Livne | Context: Bun install hanging and plugin installation order concerns | Resolution: Confirmed order doesn't matter and acknowledged Spartan setup difficulties\n\nHelper: Odilitime | Helpee: work | Context: Questions about $elizaos token buybacks and team changes | Resolution: Explained buyback mechanism and committed to getting timeline from Ops team\n\nHelper: Odilitime | Helpee: Einav Livne | Context: Wanting to join the team and contribute documentation | Resolution: Provided clear path to getting hired through contributing to Shaw's projects\n\nHelper: Odilitime | Helpee: davidhq | Context: Testing milady-ai/milady project via npx failing | Resolution: Directed to use GitHub release binaries instead and opened issue #324\n\nHelper: jin | Helpee: ElizaBAO | Context: Questions about video generation technology | Resolution: Explained 100% automated PlayCanvas system and upcoming interview feature\n\n## 4. Action Items\n\nType: Documentation | Description: Create better instructions for Spartan setup including required vs optional plugins list | Mentioned By: Odilitime\n\nType: Technical | Description: Fix npx milady command installing wrong package (GitHub issue #324) | Mentioned By: Odilitime\n\nType: Technical | Description: Complete plugin upgrades that are blocking Spartan polish work | Mentioned By: Odilitime\n\nType: Technical | Description: Fix Docker files for Spartan that currently don't work | Mentioned By: Odilitime\n\nType: Feature | Description: Implement 1-1 interview functionality with chatbot for elizaos.news | Mentioned By: jin\n\nType: Feature | Description: Concept and storyboard the look for new interview feature | Mentioned By: jin\n\nType: Documentation | Description: Clarify timing and public disclosure process for $elizaos token buybacks | Mentioned By: work\n---\n2026-02-17.md\n---\n# elizaOS Discord - 2026-02-17\n\n## Overall Discussion Highlights\n\n### ElizaOS News Platform Development\n\nJin made significant progress on the elizaos.news platform, experimenting with various design approaches before settling on a \"spread\" design that offers better visual appeal and readability. The platform features 100% automated video generation using PlayCanvas (not AI rendering), with automated subtitles and agent narration. A notable upcoming feature is 1-1 interview functionality where users interact with a chatbot, and conversations are transformed into generated interview shows that combine human and AI elements.\n\n### Spartan Setup & Plugin Architecture Challenges\n\nEinav Livne encountered significant installation issues with Spartan, experiencing hanging during `bun install` due to missing plugins (@elizaos/plugin-evm, plugin-farcaster, plugin-jupiter, plugin-knowledge, plugin-mysql, plugin-solana) that required manual cloning. Odilitime acknowledged that Spartan setup remains challenging and hasn't been polished yet due to ongoing plugin upgrades. While Docker files exist, they are currently non-functional. The good news is that plugin installation order doesn't matter, providing some flexibility during setup.\n\n### Milady.ai Project Status & Distribution Issues\n\nThe milady-ai/milady project encountered a distribution problem where `npx milady` installed an unrelated, unmaintained Alibaba tool instead of the intended project. Odilitime confirmed the project is in pre-release status and recommended using binaries from GitHub releases instead. Issue #324 was opened to address the npm package confusion.\n\n### MoltBridge Integration Exploration\n\nVlt9 discussed potential integration between MoltBridge and the Agentic Web system. Their current Beta phase implementation uses header-based API keys for developer integration and stress-testing of scoring logic. They acknowledged the need to transition to cryptographic identity (request signing) for a truly decentralized agent-to-agent (A2A) economy. The discussion centered on mapping security signals into a trust graph and exploring identity standards for oracle accessibility within MoltBridge-native agents.\n\n### Team Changes & Token Economics\n\nImportant organizational updates were shared: CJ was replaced by Hanzla, who had been contributing to Shaw's projects. Sayo transitioned from team member to partner status but continues to work daily with the project. Regarding recruitment, the team is not actively hiring but developers can get noticed by contributing to Shaw's periodic project callouts (every 1-2 months). On the token front, the team confirmed that $elizaos is the main token and that buybacks are conducted using revenue, with Odilitime committing to clarify timing and public disclosure processes with the Ops team.\n\n### AI Model Updates\n\nOdilitime announced the release of Sonnet 4.6 (likely referring to Claude Sonnet 4.6), though no implementation details were discussed.\n\n### Security & Infrastructure\n\nA brief security concern arose when Odilitime discovered an \"API Explorer Key\" in their cloud account without their knowledge. However, this was quickly self-resolved after confirming that the API Explorer automatically creates this key as part of its normal operation.\n\n## Key Questions & Answers\n\n**Q: Is $milady.ai the token?**  \nA: Yes, confirmed by MDMnvest who added the contract address to the appropriate channel.\n\n**Q: Why does bun install hang after cloning plugins manually?**  \nA: Einav fixed the bug themselves; Odilitime confirmed Spartan is difficult to set up and hasn't been polished yet.\n\n**Q: Is there an order to clone and install plugins to prevent breaking?**  \nA: Order doesn't matter (Odilitime).\n\n**Q: What's the use of $elizaos coins now?**  \nA: It's the main token, team does buybacks with revenue (Odilitime).\n\n**Q: When will the team buy back and will it be made public?**  \nA: Odilitime will ask Ops team during sync later this week.\n\n**Q: Have several people left the team and are new people joining?**  \nA: After CJ left, replaced with Hanzla; Sayo is now a partner working daily with the team (Odilitime).\n\n**Q: Are you guys recruiting?**  \nA: Not hiring currently; best way is to work on Shaw's projects when he calls for devs every 1-2 months (Odilitime).\n\n**Q: Can the milady-ai/milady project be tested?**  \nA: Yes, but it's not on npm yet, use binaries from GitHub releases (Odilitime).\n\n**Q: Is milady officially released yet?**  \nA: It's pre-release (Odilitime).\n\n**Q: Is the video AI generated or manually edited?**  \nA: 100% automated, using PlayCanvas not AI rendering (jin).\n\n**Q: Are you open to a quick DM or a technical chat to discuss a potential integration?**  \nA: Unanswered (asked by Vlt9 regarding MoltBridge integration).\n\n## Community Help & Collaboration\n\n**MDMnvest \u2192 jin**  \nProvided design feedback for the news site, confirming the \"spread\" design was more visually appealing with better readability.\n\n**Odilitime \u2192 Einav Livne**  \nAddressed multiple concerns about Spartan setup, confirming that plugin installation order doesn't matter and acknowledging the setup difficulties. Also provided clear guidance on how to join the team through contributing to Shaw's projects.\n\n**Odilitime \u2192 work**  \nExplained the $elizaos token buyback mechanism and committed to getting timeline information from the Ops team. Also clarified recent team changes.\n\n**Odilitime \u2192 davidhq**  \nResolved the milady-ai/milady testing issue by directing to GitHub release binaries instead of npm, and opened issue #324 to address the package confusion.\n\n**jin \u2192 ElizaBAO**  \nExplained the 100% automated PlayCanvas video generation system and described the upcoming interview feature functionality.\n\n## Action Items\n\n### Technical\n\n- **Fix npx milady command installing wrong package** (GitHub issue #324) - Mentioned by Odilitime\n- **Complete plugin upgrades that are blocking Spartan polish work** - Mentioned by Odilitime\n- **Fix Docker files for Spartan that currently don't work** - Mentioned by Odilitime\n- **Explore integration between MoltBridge's graph-based trust system and Agentic Web security signals** - Mentioned by Vlt9\n- **Transition from header-based API keys to cryptographic identity (request signing) for decentralized A2A economy** - Mentioned by Vlt9\n- **Map security signals into trust graph for MoltBridge integration** - Mentioned by Vlt9\n\n### Documentation\n\n- **Create better instructions for Spartan setup including required vs optional plugins list** - Mentioned by Odilitime\n- **Define identity standards for oracle accessibility to MoltBridge-native agents** - Mentioned by Vlt9\n- **Clarify timing and public disclosure process for $elizaos token buybacks** - Mentioned by work\n\n### Feature\n\n- **Implement 1-1 interview functionality with chatbot for elizaos.news** - Mentioned by jin\n- **Concept and storyboard the look for new interview feature** - Mentioned by jin\n---\n2026-02-18.md\n---\nFile not found\n---\n2026-02-08.md\n---\n# Overall Project Weekly Summary (Feb 8 - 14, 2026)\n\nThis week, ElizaOS took a major leap toward becoming an enterprise-ready framework by introducing multi-language support for Rust and Python and overhaulng its security systems. We also significantly expanded our \"plugin economy,\" adding new tools for financial safety, real-time sports data, and decentralized job marketplaces.\n\n## Executive Summary\nThe project successfully transitioned toward a more versatile, multi-language architecture while hardening core security through a new global authentication system. By simultaneously expanding our library of financial and data plugins, we have made it easier for developers to build AI agents that can safely handle money, trade assets, and interact with the real world.\n\n### Key Strategic Initiatives & Outcomes\n\n**Expanding Language Support and Developer Reach**\n*Goal: We want to invite more developers into our ecosystem by supporting the languages they already use.*\n*   Announced next-generation support for **Rust and Python** alongside TypeScript in [elizaos/eliza](https://github.com/elizaos/eliza), allowing a broader range of engineers to build on the framework ([#6485](https://github.com/elizaos/eliza/pull/6485)).\n*   Corrected installation guides in [elizaos-plugins/plugin-ollama](https://github.com/elizaos-plugins/plugin-ollama) to ensure a smoother setup process for new users ([#15](https://github.com/elizaos-plugins/plugin-ollama/pull/15)).\n\n**Hardening Security and Multi-User Safety**\n*Goal: We are making the framework safe for professional and enterprise use cases where data privacy is critical.*\n*   Launched a comprehensive **JWT authentication system** in [elizaos/eliza](https://github.com/elizaos/eliza) to better protect user data and isolate different agent sessions ([#6200](https://github.com/elizaos/eliza/pull/6200)).\n*   Redesigned how connections are handled in [elizaos-plugins/plugin-mcp](https://github.com/elizaos-plugins/plugin-mcp) to prevent data leaks between different users in shared environments ([#24](https://github.com/elizaos-plugins/plugin-mcp/pull/24)).\n\n**Building a Robust Financial Infrastructure**\n*Goal: We are giving agents the \"guardrails\" they need to manage money and trade securely on the blockchain.*\n*   Added **transaction guardrails** and escrow services in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) to ensure agents don't make unauthorized or unsafe financial moves ([#254](https://github.com/elizaos-plugins/registry/pull/254), [#246](https://github.com/elizaos-plugins/registry/pull/246)).\n*   Overhauled the Ethereum (EVM) and Solana plugins to support more reliable connections and advanced trading features like \"multicall\" for faster execution ([elizaos-plugins/plugin-evm#24](https://github.com/elizaos-plugins/plugin-evm/pull/24), [elizaos-plugins/plugin-solana#24](https://github.com/elizaos-plugins/plugin-solana/pull/24)).\n\n**Improving Performance and Reducing Costs**\n*Goal: We want agents to be smarter and cheaper to run by reducing unnecessary work.*\n*   Implemented a **media caching layer** in [elizaos-plugins/plugin-openai](https://github.com/elizaos-plugins/plugin-openai) that remembers previous images and audio, saving users money on API fees ([#23](https://github.com/elizaos-plugins/plugin-openai/pull/23)).\n*   Introduced a new **Action Filter Service** in [elizaos/eliza](https://github.com/elizaos/eliza) that stops \"prompt bloat\" by only sending the most relevant information to the AI ([#6475](https://github.com/elizaos/eliza/pull/6475)).\n\n### Cross-Repository Coordination\n*   **Unified Blockchain Standards**: Multiple repositories, including [plugin-evm](https://github.com/elizaos-plugins/plugin-evm) and [plugin-solana](https://github.com/elizaos-plugins/plugin-solana), integrated with the **Spartan-Intel chain registry**. This ensures that all ElizaOS agents use the same standardized data when talking to different blockchains.\n*   **Global API Resilience**: We implemented a shared \"Cloud Proxy\" strategy across the [Solana](https://github.com/elizaos-plugins/plugin-solana) and [EVM](https://github.com/elizaos-plugins/plugin-evm) plugins. This allows agents to stay online by automatically switching to backup data providers if their primary connection fails.\n\n## Repository Spotlights\n\n### elizaos/eliza\n*   Introduced next-gen framework support for **Rust and Python** ([#6485](https://github.com/elizaos/eliza/pull/6485)).\n*   Implemented a robust **JWT authentication system** for better security ([#6200](https://github.com/elizaos/eliza/pull/6200), [#6484](https://github.com/elizaos/eliza/pull/6484)).\n*   Added **ActionFilterService** to optimize AI performance and reduce token costs ([#6475](https://github.com/elizaos/eliza/pull/6475)).\n*   Resolved session isolation issues to ensure users have private, consistent histories ([#6409](https://github.com/elizaos/eliza/issues/6409)).\n\n### elizaos-plugins/registry\n*   Integrated **Proofgate** for transaction validation guardrails ([#254](https://github.com/elizaos-plugins/registry/pull/254)).\n*   Added the **MoltBazaar** plugin, enabling an AI Agent Job Marketplace on the Base network ([#255](https://github.com/elizaos-plugins/registry/pull/255)).\n*   Expanded real-world data access with the **Sportradar** plugin for live sports updates ([#250](https://github.com/elizaos-plugins/registry/pull/250)).\n\n### elizaos-plugins/plugin-solana\n*   Implemented **Cloud Proxy routing** for Birdeye and Helius to ensure high API availability ([#26](https://github.com/elizaos-plugins/plugin-solana/pull/26)).\n*   Refactored the transaction system to support **Token-2022** and exchange-driven swaps ([#24](https://github.com/elizaos-plugins/plugin-solana/pull/24)).\n\n### elizaos-plugins/plugin-evm\n*   Created a **multi-provider RPC abstraction** with automatic fallback to prevent downtime ([#25](https://github.com/elizaos-plugins/plugin-evm/pull/25)).\n*   Redesigned **EVMService** to include wallet management, portfolio tracking, and gas-saving multicall features ([#24](https://github.com/elizaos-plugins/plugin-evm/pull/24)).\n\n### elizaos-plugins/plugin-n8n-workflow\n*   Released **Version 1.1.0**, allowing agents to modify and redeploy existing workflows rather than just creating new ones ([#14](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/14), [#15](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/15)).\n*   Added **schema validation** to ensure automated workflows don't break due to data errors ([#14](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/14)).\n\n### elizaos-plugins/plugin-openai\n*   Added **persistent media caching** for audio and images, significantly reducing redundant API calls and latency ([#23](https://github.com/elizaos-plugins/plugin-openai/pull/23)).\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 29 new PRs (18 merged), 37 new issues, and 28 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<string, ModelPricing> = {\\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<string, ModelPricing>): 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<EvaluationResult> {\\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<img src=\\\"https://uploads.linear.app/186bdefa-3633-464a-80cd-6e86fe765a5c/592b6402-12d4-4503-b4fe-e84247fdb8b0/fa8afcf1-1cd5-491a-a22f-cebfaa4e4173?signature=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJwYXRoIjoiLzE4NmJkZWZhLTM2MzMtNDY0YS04MGNkLTZlODZmZTc2NWE1Yy81OTJiNjQwMi0xMmQ0LTQ1MDMtYjRmZS1lODQyNDdmZGI4YjAvZmE4YWZjZjEtMWNkNS00OTFhLWEyMmYtY2ViZmFhNGU0MTczIiwiaWF0IjoxNzcwODQ3Nzk4LCJleHAiOjE4MDI0MTgzNTh9.fY0P5p8D6VCObJxnpXm_sKNq_fV8qWtM2DMAMjtJs2A \\\" alt=\\\"Screenshot 2026-02-11 at 23.09.52.png\\\" width=\\\"862\\\" data-linear-height=\\\"433\\\" />\",\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_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      \"id\": \"PR_kwDOMT5cIs7ESCAW\",\n      \"title\": \"chore: the great database refactor\",\n      \"author\": \"odilitime\",\n      \"number\": 6509,\n      \"body\": \"built on #6496\\r\\n\\r\\ndb go zoom zoom\\r\\n\\r\\n- move out anything drizzle out of core (separation of concerns)\\r\\n- make plugin-sql actual plugin-drizzle (merge plugin-mysql into plugin-sql)\\r\\n- generic non-pgTable/non-MysqlTable schema definitions for core & plugins\\r\\n- finish db api rework that started in 1.x (general 14x speed improvements when more than one item)\\r\\n- audit 60 plugins and assess what functionality is missing and add it\\r\\n\\r\\nnot done\\r\\n- rust/python checks\\r\\n- plugin checks\\r\\n\\r\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n* **New Features**\\r\\n  * Database upsert operations for agents, entities, rooms, and worlds.\\r\\n  * Pagination support in query methods (limit/offset parameters).\\r\\n  * Plugin storage system for custom data without Drizzle coupling.\\r\\n  * Messaging adapter interface for decoupled messaging concerns.\\r\\n\\r\\n* **Bug Fixes**\\r\\n  * Improved leaderboard numbering in BFCL benchmark when inserting results mid-table.\\r\\n\\r\\n* **Documentation**\\r\\n  * Benchmark results documentation with performance analysis.\\r\\n\\r\\n* **Refactor**\\r\\n  * Batch-first CRUD API redesign with improved return types.\\r\\n  * Single-item method wrappers moved to AgentRuntime for consistency.\\r\\n  * Plugin system modernization with unified SQL interface across databases.\\r\\n\\r\\n* **Chores**\\r\\n  * Brand standardization across codebase (ElizaOS \u2192 elizaOS).\\r\\n\\r\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-02-17T07:27:26Z\",\n      \"mergedAt\": null,\n      \"additions\": 32068,\n      \"deletions\": 8391\n    },\n    {\n      \"id\": \"PR_kwDOMT5cIs64E0uE\",\n      \"title\": \"Eliza Cloud Integration, add MCP + A2A service starter, integrate CLI and starter projects tight\",\n      \"author\": \"lalalune\",\n      \"number\": 6216,\n      \"body\": \"The goal of this PR is to tightly integrate the elizaos cloud plugin, which now can use cloud as a db and storage provider, and encourage users through the CLI to get up and running with elizaos cloud. CLI should auto log them in, provision API key and make sure project is set up.\\r\\n\\r\\nPlease thoroughly review and understand the create -> deploy -> publish and monetize flow, may still need some work\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2025-12-10T07:26:45Z\",\n      \"mergedAt\": null,\n      \"additions\": 9989,\n      \"deletions\": 101\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 18576,\n    \"deletions\": 3807,\n    \"files\": 160,\n    \"commitCount\": 124\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<!-- CURSOR_SUMMARY -->\\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<!-- CURSOR_SUMMARY -->\\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\": 358.66515652018217,\n      \"prScore\": 353.26515652018213,\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\": \"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\": \"odilitime\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n      \"totalScore\": 304.75138712137795,\n      \"prScore\": 304.75138712137795,\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\": \"greptile-apps\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n      \"totalScore\": 190.94,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 189,\n      \"commentScore\": 1.94,\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\": \"borisudovicic\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n      \"totalScore\": 54,\n      \"prScore\": 0,\n      \"issueScore\": 54,\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\": \"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\": \"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\": \"buzzbysolcex\",\n      \"avatarUrl\": \"https://avatars.githubusercontent.com/u/259807261?v=4\",\n      \"totalScore\": 14.346573590279972,\n      \"prScore\": 14.346573590279972,\n      \"issueScore\": 0,\n      \"reviewScore\": 0,\n      \"commentScore\": 0,\n      \"summary\": null\n    },\n    {\n      \"username\": \"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\": \"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\": \"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\": \"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\": 29,\n  \"mergedPRs\": 18,\n  \"newIssues\": 37,\n  \"closedIssues\": 63,\n  \"activeContributors\": 28\n}\n---\n[\"lalalune_day_2026-02-12\", \"lalalune\", \"day\", \"2026-02-12\", \"lalalune: Focused on feature work, making a substantial contribution by modifying 361 files with a net addition of 77,719 lines of code in a single commit.\", \"2026-02-15T23:19:49.277Z\"]\n[\"mcp97_day_2026-02-12\", \"mcp97\", \"day\", \"2026-02-12\", \"mcp97: Focused on documentation maintenance, merging a PR in elizaos/eliza (#6495) that removed outdated references, indicating a primary focus on other work within documentation.\", \"2026-02-15T23:19:49.278Z\"]\n[\"greptile-apps_day_2026-02-12\", \"greptile-apps\", \"day\", \"2026-02-12\", \"greptile-apps: No activity today.\", \"2026-02-15T23:19:49.280Z\"]\n[\"2-A-M_day_2026-02-12\", \"2-A-M\", \"day\", \"2026-02-12\", \"2-A-M: Focused on critical bug fixes, resolving an authentication retry loop and implementing media upload functionality in elizaos-plugins/plugin-twitter via PR #48, which involved a substantial code change of over 5k lines. Their work today was entirely dedicated to bugfix efforts, primarily within code and configuration files.\", \"2026-02-15T23:19:49.288Z\"]\n[\"odilitime_day_2026-02-12\", \"odilitime\", \"day\", \"2026-02-12\", \"odilitime: No activity today.\", \"2026-02-15T23:19:49.289Z\"]\n[\"lalalune_day_2026-02-13\", \"lalalune\", \"day\", \"2026-02-13\", \"lalalune: Focused on bugfix work, modifying 14 files with a net addition of 158 lines across 3 commits, indicating a primary focus on addressing existing issues.\", \"2026-02-15T23:19:49.794Z\"]\n[\"greptile-apps_day_2026-02-13\", \"greptile-apps\", \"day\", \"2026-02-13\", \"greptile-apps: No activity today.\", \"2026-02-15T23:19:49.797Z\"]\n[\"h1-hunt_day_2026-02-13\", \"h1-hunt\", \"day\", \"2026-02-13\", \"h1-hunt: Focused on feature and bugfix work, opening two PRs (elizaos/eliza#6498, elizaos/eliza#6497) related to adding a Mint Club V2 plugin, and modified 7 files with a significant net addition of 423 lines, primarily in config and code files.\", \"2026-02-15T23:19:49.896Z\"]\n[\"odilitime_day_2026-02-13\", \"odilitime\", \"day\", \"2026-02-13\", \"odilitime: Focused on feature and bugfix work, modifying 23 files with a net addition of 609 lines, primarily in configuration files, and has an open PR, elizaos/eliza#6496, for a chat example.\", \"2026-02-15T23:19:49.898Z\"]\n[\"greptile-apps_day_2026-02-14\", \"greptile-apps\", \"day\", \"2026-02-14\", \"greptile-apps: No activity today.\", \"2026-02-15T23:19:56.460Z\"]\n[\"aite550659-max_day_2026-02-14\", \"aite550659-max\", \"day\", \"2026-02-14\", \"aite550659-max: Focused on initiating new feature development by creating two issues, elizaos/eliza#6500 and elizaos/eliza#6499, both aimed at adding a \\\"Verifiable Audit Trail Plugin (VAL)\\\".\", \"2026-02-15T23:19:56.634Z\"]\n[\"lawyered0_day_2026-02-14\", \"lawyered0\", \"day\", \"2026-02-14\", \"lawyered0: Focused on bugfix work, opening PR elizaos-plugins/plugin-trust#1 to address plain-text trust evaluation requests, which involved modifying 2 files with a balanced contribution to both code and tests.\", \"2026-02-15T23:19:56.819Z\"]\n[\"lalalune_day_2026-02-14\", \"lalalune\", \"day\", \"2026-02-14\", \"lalalune: Focused on both feature work and bug fixes, modifying 39 files with a net addition of 919 lines of code across two commits.\", \"2026-02-15T23:19:56.582Z\"]\n[\"odilitime_day_2026-02-14\", \"odilitime\", \"day\", \"2026-02-14\", \"odilitime: Focused on significant feature development, contributing to the open PR elizaos-plugins/plugin-openai#24, which involved substantial code changes across 14 files (+1360/-422 lines) primarily in feature work and documentation.\", \"2026-02-15T23:19:56.825Z\"]\n[\"standujar_day_2026-02-12\", \"standujar\", \"day\", \"2026-02-12\", \"standujar: Focused on feature work and bug fixes, merging a PR to reorganize crawl scripts in elizaos-plugins/plugin-n8n-workflow (#17) and opening a new PR to add REST API routes for workflow management in the same repository (#16), while modifying 41 files with a primary focus on code and tests.\", \"2026-02-15T23:19:50.548Z\"]\n[\"lalalune_day_2026-02-15\", \"lalalune\", \"day\", \"2026-02-15\", \"lalalune: Focused on feature work, making a single commit that modified 10 files with a net addition of 630 lines, indicating significant development.\", \"2026-02-15T23:19:57.297Z\"]\n[\"kamiyo-ai_day_2026-02-15\", \"kamiyo-ai\", \"day\", \"2026-02-15\", \"kamiyo-ai: Initiated work on a new plugin, opening PR elizaos-plugins/registry#258 to add \\\"plugin-kamiyo-trust\\\" and making a small configuration change.\", \"2026-02-15T23:19:57.083Z\"]\n[\"JKHeadley_day_2026-02-15\", \"JKHeadley\", \"day\", \"2026-02-15\", \"JKHeadley: Today, JKHeadley focused on strategic planning and integration, creating an issue in elizaos/eliza (#6501) to propose an \\\"Integration Proposal: MoltBridge Trust & Discovery Layer as E...\\\".\", \"2026-02-15T23:19:56.636Z\"]\n---\n2026-02-18T08:49:26.956833+00:00Z\n---\n2026-02-18\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-02-17\n---\nai_news_elizaos_discord_md_2026-02-16\n---\nai_news_elizaos_discord_md_2026-02-15\n---\nai_news_elizaos_daily_json_2026-02-17\n---\nai_news_elizaos_daily_md_2026-02-17\n---\nai_news_elizaos_daily_discord_json_2026-02-17\n---\nai_news_elizaos_daily_discord_md_2026-02-17\n---\ngithub_summaries_week_latest_2026-02-08.md\n---\ngithub_summaries_month_latest_2026-02-01.md\n---\ngithub_summaries_daily_2026-02-18"
  ]
}