{
  "prompt_name": "developer-update",
  "category": "dev",
  "date": "2026-02-14",
  "generated_text": "# ElizaOS Developer Update (2026-02-08 \u2192 2026-02-14)\n\nThis week focused on hardening multi-tenant security, reducing prompt/token overhead in large agents, and expanding the plugin ecosystem (finance/data/workflow automation). Community discussions also surfaced practical integration challenges (Moltbook verification, X/Twitter first-post `roomId` failures) and security concerns (memory injection).\n\nRelevant links:\n- Roadmap: https://github.com/elizaos/roadmap\n- Core docs (new/expanded): https://github.com/elizaos/eliza/pull/6356\n- Env var reference (new): https://github.com/elizaos/eliza/pull/6377\n\n---\n\n## 1) Core Framework\n\n### JWT auth + multi-entity isolation (merged)\nElizaOS shipped a robust JWT authentication and user management layer aimed at **data isolation / multi-entity** deployments.\n\n- PR: https://github.com/elizaos/eliza/pull/6200  \n- Related follow-ups in the same area:\n  - CLI fix to load `.env` for remote auth token flows: https://github.com/elizaos/eliza/pull/6376\n  - MESSAGE_SENT emission fix (important for event-driven plugins): https://github.com/elizaos/eliza/pull/6378\n\n**Operational note:** JWT mode is gated behind `ENABLE_DATA_ISOLATION=true` (per PR notes). This is a critical switch if you are hosting shared runtimes.\n\n```bash\n# example server configuration (see docs/environment-variables.md)\nexport ENABLE_DATA_ISOLATION=true\nexport ELIZA_SERVER_AUTH_TOKEN=\"...\"  # if securing server API with token\n```\n\n### Per-request entity settings via RequestContext (merged)\nA new request context mechanism (AsyncLocalStorage-backed) enables **per-request / per-entity setting resolution** without threading entity identifiers through every call.\n\n- PR: https://github.com/elizaos/eliza/pull/6457\n\nThis is foundational for:\n- Multi-tenant runtimes where different users need different provider keys (OpenAI/Anthropic/etc.)\n- Safer plugin execution in shared infrastructure (reducing \u201csettings bleed\u201d)\n\nConceptually:\n\n```ts\nimport { RequestContext } from \"@elizaos/core\";\n\n// Pseudocode: wrap inbound request handling\nawait RequestContext.withEntitySettings(entityId, {\n  OPENAI_API_KEY: process.env.OPENAI_API_KEY_FOR_ENTITY,\n  // ... other per-entity secrets / configs\n}, async () => {\n  // Anywhere inside this callback, runtime.getSetting() can resolve\n  // entity-scoped settings first (then fall back to agent/global).\n  await runtime.handleMessage(message);\n});\n```\n\n### ActionFilterService to reduce \u201cprompt bloat\u201d (merged)\nLarge agents with hundreds of actions/providers now have an internal filtering service that selects a smaller relevant subset using:\n- vector similarity search, then\n- BM25 reranking\n\n- PR: https://github.com/elizaos/eliza/pull/6475\n\nThis directly targets:\n- lower token usage per turn\n- faster inference (less context)\n- better tool selection fidelity (less distraction)\n\nIf you maintain custom action catalogs, validate that your action metadata (names/descriptions) is high-signal\u2014filtering quality depends on it.\n\n---\n\n## 2) New Features\n\n### Multi-language \u201cnext generation Eliza\u201d (in review; not merged)\nWork continues on a V2 direction that introduces first-class **Rust + Python + TypeScript** core packages and native plugin variants.\n\n- PR (primary): https://github.com/elizaos/eliza/pull/6485  \n- Related large branch PRs:\n  - https://github.com/elizaos/eliza/pull/6474\n  - https://github.com/elizaos/eliza/pull/6351\n\nNotable design shifts called out in the PR description:\n- Removal of default app/client/server/CLI \u201cnon-essentials\u201d in favor of a lean runtime-focused distribution\n- Integrated bootstrap with `basicCapabilities` enabled by default (optionally extended)\n- Message handling changes (e.g., initial memory creation in message handler)\n- Optional `planningMode` to skip planning and call a single action (useful for games/simple loops)\n- Actions support arguments (tool-like calls without extra steps)\n- **Agent can respond without `roomId`/`worldId`** (important given community-reported X posting `roomId` issues)\n\nDevelopers tracking V2 should start planning for packaging/deployment changes now (see \u201cBreaking Changes\u201d below).\n\n### Plugin ecosystem expansion (merged across repos)\nRegistry additions this week broadened real-world and financial capabilities:\n\n- Proofgate transaction guardrails:  \n  - https://github.com/elizaos-plugins/registry/pull/254\n- MoltBazaar (AI agent job marketplace on Base):  \n  - https://github.com/elizaos-plugins/registry/pull/255\n- Sportradar sports data plugin:  \n  - https://github.com/elizaos-plugins/registry/pull/250\n\nChain/plugin reliability and execution improvements:\n- Solana: cloud proxy routing and Token-2022 / swap refactors  \n  - https://github.com/elizaos-plugins/plugin-solana/pull/26  \n  - https://github.com/elizaos-plugins/plugin-solana/pull/24\n- EVM: multi-provider RPC abstraction + EVMService redesign (wallet/portfolio/multicall)  \n  - https://github.com/elizaos-plugins/plugin-evm/pull/25  \n  - https://github.com/elizaos-plugins/plugin-evm/pull/24\n- MCP plugin connection isolation to prevent cross-user leaks:  \n  - https://github.com/elizaos-plugins/plugin-mcp/pull/24\n\n### n8n workflow automation standardization (community decision + plugin shipped)\nDiscord consensus was to consolidate around `plugin-n8n-workflow` (rather than maintaining a duplicate `plugin-n8n`), due to stronger capabilities: workflow preview/drafting, input-output autocorrection, OAuth handling, and cloud-friendly design.\n\n- Repo: https://github.com/elizaos-plugins/plugin-n8n-workflow  \n- Release notes referenced in weekly summary:\n  - v1.1.0 PRs: https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/14, https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/15\n\nBuild note from Discord: some JSON artifacts are intentionally not committed; you must run the crawl generator locally when developing:\n```bash\n# in plugin-n8n-workflow\nbun run crawl\n```\n\n---\n\n## 3) Bug Fixes (critical)\n\n### MESSAGE_SENT event was not emitted for central bus submissions (fixed)\nPlugins relying on `EventType.MESSAGE_SENT` were silently broken when responses were submitted to the central messaging endpoint (`/api/messaging/submit`).\n\n- Fix PR: https://github.com/elizaos/eliza/pull/6378  \n- Original issue (closed): https://github.com/elizaos/eliza/issues/5216\n\n**Impact:** event-driven observability, auditing, and downstream automations are restored for centralized message delivery flows.\n\n### Crash fixes: `Object.entries` / null provider lists (fixed)\nMultiple hard crashes were caused by `Object.entries(null|undefined)` and similar patterns in runtime/provider utilities.\n\n- Core settings null guards: https://github.com/elizaos/eliza/pull/6471  \n- Bootstrap providers null guard (`runtime.providers`): https://github.com/elizaos/eliza/pull/6473\n\nThese manifested as:\n- agent crashes during context building\n- \u201cIGNORE\u201d behavior when context providers failed\n- runtime instability in sparse/partial state situations (common in early boot or partially configured agents)\n\n### CLI creation reliability when linked from monorepo (fixed)\n`elizaos create` could fail due to alpha version resolution when developing from a linked monorepo; templates now use `latest` for `@elizaos/*` dependencies.\n\n- PR: https://github.com/elizaos/eliza/pull/6362\n\n---\n\n## 4) API Changes (developer-facing)\n\n### Settings resolution now supports request-scoped overrides\nWith RequestContext (above), `runtime.getSetting()` behavior effectively changes in multi-tenant scenarios: it can prefer entity/request-scoped settings before agent/global defaults.\n\n- PR: https://github.com/elizaos/eliza/pull/6457\n\n**Action:** if you previously relied on global settings in shared runtimes, verify that your request middleware sets (or intentionally does *not* set) entity context, to avoid unexpected provider-key selection.\n\n### Server event semantics: MESSAGE_SENT is now consistent\nIf your plugin listens for send/submit lifecycle events, re-test after the MESSAGE_SENT fix.\n\n- PR: https://github.com/elizaos/eliza/pull/6378\n\n---\n\n## 5) Social Media Integrations (Twitter / Telegram / Discord / Farcaster)\n\n### Twitter/X: first-post failures involving `roomId` (investigation ongoing)\nA developer reported an error preventing an agent\u2019s first X post due to a `roomId`-related failure; more diagnostics are needed.\n\n- Discord (coders channel): https://discord.com/channels/1253563208833433701/1300025221834739744\n\n**Developer guidance:** If you hit this, capture:\n- full stack trace\n- runtime version + plugin-twitter version\n- whether the agent has previously created a room/world or is \u201cheadless\u201d posting\n\nThis aligns with the V2 direction (\u201crespond without needing roomId/worldId\u201d) described in the multi-language PR draft: https://github.com/elizaos/eliza/pull/6485\n\n### Twitter plugin adoption in external projects\nCommunity feedback indicated Eliza\u2019s Twitter plugin is being preferred over alternative implementations due to quality and reduced ban-risk patterns (reported integration into Openclaw via a fork to be published).\n\n- Discord context (2026-02-11 discussion): included in aggregated notes\n\n### Moltbook anti-bot verification solver (community implementation)\nA notable real-world integration problem: Moltbook requires agents to solve obfuscated math challenges within 30 seconds with escalating penalties.\n\nCommunity solution (implemented by funboy):\n- intercept `verification_required` responses\n- extract the math challenge\n- solve via LLM (DeepSeek-chat)\n- POST the answer back to the verify endpoint with strict formatting (two decimals)\n\nDiscord thread: https://discord.com/channels/1253563208833433701/1253563209462448241\n\nImplementation sketch (pseudocode):\n\n```ts\nasync function handleMoltbookResponse(resp: any) {\n  if (resp.type !== \"verification_required\") return resp;\n\n  const challenge = resp.verification?.challenge; // e.g. \"32-7\" (obfuscated upstream)\n  const answer = await deepseekSolveMath(challenge); // \"25.00\"\n\n  await fetch(`${resp.verification.verify_url}`, {\n    method: \"POST\",\n    headers: { \"content-type\": \"application/json\" },\n    body: JSON.stringify({ answer }),\n  });\n\n  return { ok: true };\n}\n```\n\n**Note:** This is not yet a merged official plugin update in the aggregated GitHub data; treat it as a field-tested integration pattern pending upstreaming.\n\n---\n\n## 6) Model Provider Updates (OpenAI / Anthropic / DeepSeek / Ollama / etc.)\n\n### OpenAI plugin: persistent media caching (merged)\nCaching for previously generated images/audio was introduced to reduce redundant calls, latency, and cost.\n\n- PR: https://github.com/elizaos-plugins/plugin-openai/pull/23\n\nIf your agents generate repeated assets (e.g., \u201csame intro music\u201d or recurring image templates), you should see meaningful savings.\n\n### DeepSeek used for verification automation (community)\nDeepSeek-chat was successfully used as a fast solver in the Moltbook verification flow (see above). This highlights a practical pattern: **use a dedicated low-latency model for \u201cverification/tooling\u201d subroutines** rather than your full character loop model.\n\n### Ollama plugin docs installation corrections (merged)\n- PR: https://github.com/elizaos-plugins/plugin-ollama/pull/15\n\n### Open issue: custom OpenAI-compatible endpoint support (not yet implemented)\nDevelopers requested the ability to specify a custom OpenAI endpoint URL to support OpenAI-compatible providers (e.g., SiliconFlow).\n\n- Issue: https://github.com/elizaos/eliza/issues/6490\n\n---\n\n## 7) Breaking Changes / V1 \u2192 V2 Migration Warnings\n\nV2 work is active and large (multi-language core, packaging changes). The current V2 PR(s) explicitly remove several \u201cdefault\u201d components and reorganize bootstrap behavior:\n\n- V2 branch PRs (not merged):  \n  - https://github.com/elizaos/eliza/pull/6485  \n  - https://github.com/elizaos/eliza/pull/6351\n\n### What to expect if you migrate early / track `next`:\n- **Distribution changes:** default app/server/CLI may no longer be present in the same form; you may need to adopt new starter projects/examples instead of relying on monorepo defaults.\n- **Runtime assumptions:** message/memory initialization points have shifted (per PR notes); if you hook into message services, re-validate memory creation timing.\n- **Room/world coupling:** V2 aims to reduce hard requirements for `roomId/worldId`, which may fix classes of \u201cfirst message / first post\u201d bugs, but could also change how conversation identity is derived.\n- **Planning vs single-action mode:** `planningMode=false` can skip planning; if you rely on multi-step planners, ensure your configs don\u2019t disable it unintentionally.\n\n**Recommendation:** If you maintain production agents, stay on the stable V1 line until V2.0.0 is merged and a formal migration guide is published. Track V2 changes via the PRs above and the architecture docs added in: https://github.com/elizaos/eliza/pull/6356",
  "source_references": [
    "2026-02-14\n---\n2026-02-13.md\n---\n# elizaOS Discord - 2026-02-13\n\n## Overall Discussion Highlights\n\n### Platform Development & Technical Implementation\n\n**Moltbook Integration Challenge**\nThe most significant technical achievement involved funboy successfully implementing a solution for Moltbook's anti-bot verification system. The platform requires agents to solve obfuscated math problems within 30 seconds, with escalating penalties for failures (1-day suspension for first error, 7-day for second, history deletion for third). The solution uses DeepSeek-chat model to intercept verification_required responses, extract challenges, solve math problems, and POST answers back to the verify endpoint with proper formatting (e.g., \"25.00\" for \"32-7\").\n\n**TipCat Demo at Clawcon HK**\nR0am presented a demonstration of tip.md functionality featuring PR rating and tipping features. Stan's PR #6200 was highlighted, receiving a 9.5/10 rating from TipCat - an automated rating system. This sparked discussion about expanding the system to incentivize better documentation practices, with Odilitime suggesting a TipCat variant that rewards developers when they explain their code changes.\n\n### Security & Architecture Concerns\n\n**Memory Injection Vulnerabilities**\nA discussion emerged about potential vulnerabilities where malicious actors could inject \"fake memories\" into ElizaOS agents' long-term storage. Odilitime clarified this is a fundamental LLM vulnerability rather than an ElizaOS-specific issue, noting the inherent challenge of distinguishing fake from real memories in language models.\n\n### Product Direction & User Experience\n\n**Target Audience Clarity**\nExtensive feedback from yojo highlighted critical gaps in ElizaOS's positioning and documentation:\n- Unclear timeline for zero-coding agent creation for non-technical users\n- Missing token utility and governance plans\n- Absent roadmap milestones (e.g., ElizaOS token payment integration)\n- Roadmap presentation format not accessible to non-coders\n- Without plugins and technical knowledge, ElizaOS offers limited advantages over centralized AI like ChatGPT\n\nThe main differentiator identified was decentralized data ownership versus centralized AI platforms.\n\n**Community Onboarding Challenges**\nRainman sought guidance on presenting ElizaOS to a 300+ investor community and how non-technical users can leverage the platform. The consensus revealed that full potential requires technical implementation and plugins, highlighting a gap between current capabilities and non-technical user expectations.\n\n### Market Observations\n\n**Token Performance Analysis**\nDorianD noted an interesting market phenomenon with the \"pippin\" token experiencing significant price appreciation over three months despite the associated account being inactive on X (Twitter) since August, seeking community insights into this dichotomy between social media presence and token performance.\n\n### Technical Support Requests\n\n**3D Model Conversion**\nDiscussion about converting .glb files to .vrm format, with dEXploarer offering to borrow a conversion tool from hyperscape while respecting open-source etiquette.\n\n**Agent Posting Issues**\nGamer reported encountering a roomId-related error preventing their agent from making its first post on X, with Odilitime requesting more details for diagnosis.\n\n## Key Questions & Answers\n\n**Q: How are you handling verification_required challenge on Moltbook?**\nA: Intercept JSON with verification data, send to LLM solver outside character loop, POST result to verify endpoint; successfully implemented using DeepSeek-chat model (answered by funboy)\n\n**Q: Is the fake memory injection vulnerability a real risk for ElizaOS?**\nA: It's an LLM vulnerability, not ElizaOS-specific; fundamentally difficult to distinguish fake from real memories (answered by Odilitime)\n\n**Q: How can I start using ElizaOS to improve my life as a non-tech guy?**\nA: Register on elizacloud.ai, create personal agent with prompts, but without plugins and technical knowledge, reasonable use cases can't be fully implemented (answered by yojo)\n\n**Q: How can ElizaAI be different or better than ChatGPT?**\nA: With full tech & plugins: proactive multi-task management, synced operations; without plugins: main difference is decentralized vs centralized AI ownership (answered by yojo)\n\n**Q: How would I best present ElizaOS to 300+ investors in a few sentences?**\nA: High-performance potential with low market cap, modular architecture, web3-native crosschain integration, first-mover in decentralized AI-agent framework, TypeScript safety; check GitHub roadmap (answered by yojo)\n\n**Q: What model did you use for Moltbook verification?**\nA: DeepSeek-chat (answered by funboy)\n\n**Q: Where does explaining changes happen?**\nA: Not enough places (answered by Odilitime)\n\n## Community Help & Collaboration\n\n**Moltbook Verification Implementation**\n- **Helper:** funboy\n- **Helpee:** Community\n- **Context:** Implementing Moltbook verification challenge solver\n- **Resolution:** Successfully solved using DeepSeek-chat model with proper interception and response formatting\n\n**Security Vulnerability Clarification**\n- **Helper:** Odilitime\n- **Helpee:** yojo\n- **Context:** Security concerns about fake memory injection vulnerabilities\n- **Resolution:** Clarified it's an LLM vulnerability, not ElizaOS-specific, offered to review more info if provided\n\n**Non-Technical User Onboarding**\n- **Helper:** yojo\n- **Helpee:** Rainman\n- **Context:** Non-technical user seeking guidance on starting with ElizaOS\n- **Resolution:** Provided step-by-step registration and setup instructions, clarified limitations without plugins\n\n**Platform Differentiation Explanation**\n- **Helper:** yojo\n- **Helpee:** Rainman\n- **Context:** Understanding ElizaOS advantages over ChatGPT\n- **Resolution:** Explained use cases with full tech implementation and decentralization benefits\n\n**Investor Presentation Guidance**\n- **Helper:** yojo\n- **Helpee:** Rainman\n- **Context:** How to present ElizaOS to investor community\n- **Resolution:** Provided key differentiators including modular architecture, web3 integration, and first-mover advantage\n\n**PR Demo Confirmation**\n- **Helper:** R0am | tip.md\n- **Helpee:** Stan \u26a1\n- **Context:** Stan wanted confirmation about his PR being featured\n- **Resolution:** R0am confirmed it was PR #6200 and provided the 9.5/10 TipCat rating\n\n**3D Model Conversion Support**\n- **Helper:** dEXploarer\n- **Helpee:** DigitalDiva\n- **Context:** Needed .glb to .vrm conversion capability\n- **Resolution:** dEXploarer offered to check if they could borrow a conversion tool from hyperscape\n\n**Agent Posting Troubleshooting**\n- **Helper:** Odilitime\n- **Helpee:** Gamer\n- **Context:** Agent failing to make first post on X due to roomId issue\n- **Resolution:** Requested more information to diagnose the problem, no resolution yet\n\n## Action Items\n\n### Feature Requests\n\n- **Create a TipCat variant that rewards developers when they explain their code changes** - Mentioned by Odilitime\n- **Implement zero-coding agent creation for real use cases with relevant plugins** - Mentioned by yojo\n\n### Documentation Needs\n\n- **Clarify target audience timeline for zero-coding agent creation vs coding-required solutions in roadmap and cloud dashboard** - Mentioned by yojo\n- **Specify concrete utility and governance plans for ElizaOS token holders** - Mentioned by yojo\n- **Add milestone for cloud account payment option using ElizaOS token transfer without wallet connect by Q2/26** - Mentioned by yojo\n- **Improve roadmap format to be more accessible for non-coders with better visual presentation** - Mentioned by yojo\n- **Add recommended/safe plugins to dashboard for non-technical users** - Mentioned by yojo\n\n### Technical Tasks\n\n- **Obtain or borrow .glb to .vrm conversion tool from hyperscape user** - Mentioned by dEXploarer\n- **Debug and resolve roomId issue preventing agent from posting to X** - Mentioned by Gamer\n- **Review Princeton research on memory injection vulnerabilities in LLMs** - Mentioned by Odilitime\n- **Support migration ticket for fragmtagmbagm who didn't migrate to ElizaOS** - Mentioned by fragmtagmbagm\n---\n2026-02-12.md\n---\n# elizaOS Discord - 2026-02-12\n\n## Overall Discussion Highlights\n\n### Project Timeline & Token Launch\n\nThe Babylon project timeline was a significant topic across multiple channels. Key clarifications emerged regarding the distinction between the non-chain Babylon launch (imminent) and the token/chain launch (still months away). The ICO is scheduled for at least a couple months in the future, with no token currently existing. This clarification helped set proper expectations within the community about airdrop availability and launch phases.\n\n### Wallet Management Architecture\n\nA substantial technical discussion focused on wallet management strategies for agents. Two primary approaches were evaluated:\n\n**Privy-based OAuth Approach:**\n- Agents receive app ID and secret ID, effectively becoming OAuth apps\n- Enables wallet generation through Privy's infrastructure\n- Provides extensive freedom but criticized as \"heavy\" and overly reliant on HTTP\n\n**HD (Hierarchical Deterministic) Wallets:**\n- Emerged as the preferred solution\n- Offers simpler, more flexible approach with appropriate control levels\n- Provides ability to branch wallets hierarchically\n- Works well for both subagent signup and user management scenarios\n- Avoids the overhead of OAuth/Privy method\n\n### Plugin Consolidation & Build Infrastructure\n\nThe core development team addressed critical infrastructure issues:\n\n**n8n Plugin Consolidation:**\n- Two duplicate repositories identified: plugin-n8n-workflow and plugin-n8n\n- Decision made to consolidate around plugin-n8n-workflow due to superior features\n- Key advantages include: auto-correction for inputs/outputs, drafting phase with workflow preview, automatic OAuth handling, zero hallucination, dual credential storage modes, and cloud integration without vendor lock-in\n\n**Build Process Issues:**\n- TypeScript errors related to missing JSON module declarations resolved\n- JSON data files (defaultNodes.json, schemaIndex.json, triggerSchemaIndex.json) must be generated dynamically via 'crawl' script\n- Files intentionally excluded from Git repository\n- Production generation occurs at CI level during release process\n\n**Version Management Strategy:**\n- Managing 1.x and 2.x plugin versions\n- Consolidating cskills into 1.x branch of plugin-agent-skills\n- Creating tools to push 1.x updates to 2.x while stopping backports\n- Encouraging 2.x adoption while maintaining quality parity\n\n### Community Sentiment & Ecosystem Growth\n\nCommunity discussions reflected concerns about token performance alongside optimism about upcoming catalysts:\n\n**Babylon Game as Catalyst:**\n- Described as addicting with great product quality\n- Developer embedded in Babylon development reported positive progress\n- Questions raised about relationship between ElizaOS and Babylon tokens\n- Clarification that Eliza token may not directly benefit from Babylon's success\n\n**NFT Collection Strategy:**\n- Questions about Eliza NFT collection (formerly ai16z partner collection)\n- Concerns about ai16z Singularities collection (1/1 NFTs) and future utility\n- Royalty transfer completed, naming convention questions remain\n- Integration plans for both NFT collections into ecosystem unclear\n\n**Ecosystem Vision:**\n- Community push for transition from niche vision to real-world growth\n- Focus on measurable metrics: active accounts, revenues, subscriptions, product improvements\n- Emphasis on initiatives that drive ElizaOS token value\n\n### Development Opportunities\n\nMultiple developers posted availability and project updates:\n- LunchTable TCG token project announced with streaming functionality operational\n- UI/UX overhaul and artwork integration in progress\n- Creator rewards to be split with contributors\n- Several developers offering collaboration and development assistance\n\n## Key Questions & Answers\n\n**Q: When is the Babylon airdrop?**  \nA: There is no token yet; ICO is at least a couple months out (answered by Odilitime)\n\n**Q: Is the Babylon launch close?**  \nA: Only the non-chain Babylon launch is happening soon, not the token launch (answered by Odilitime)\n\n**Q: How does the Privy agent wallet approach work?**  \nA: You give agents the app ID and secret ID, turning the agent into the app that can generate any wallet Privy has (answered by dEXploarer)\n\n**Q: Is the OAuth app approach good for agents?**  \nA: It feels heavy and relies on HTTP too much; wallet approach is simpler (answered by Odilitime)\n\n**Q: Can we consolidate plugin-n8n-workflow with plugin-n8n?**  \nA: Yes, consolidation is needed by deleting one repository (answered by s)\n\n**Q: Why won't plugin-n8n-workflow build with missing JSON module errors?**  \nA: The JSON data files must be generated by running the 'crawl' script locally; they're not in Git and are generated dynamically during CI release process (answered by Stan \u26a1)\n\n**Q: Which n8n plugin should be used as the primary solution?**  \nA: Stan's plugin-n8n-workflow is more comprehensive with auto-correction, OAuth handling, workflow preview, and zero hallucination features (answered by Stan \u26a1)\n\n### Unanswered Questions\n\n- How do we stop the bleeding? (asked by Rainman)\n- Are there any plans for the Eliza NFT collection (formerly ai16z partner)? (asked by Adaptati0n)\n- Will the ai16z Singularities collection have a use? (asked by Adaptati0n)\n- Is it possible to change the Singularities collection name from ai16z? (asked by Adaptati0n)\n- Will both NFT collections be included in the ecosystem in the future? (asked by Adaptati0n)\n- Does anyone here have a project idea or need a developer? (asked by aicodeflow)\n\n## Community Help & Collaboration\n\n**Wallet Architecture Guidance:**\n- **Helper:** dEXploarer | **Helpee:** Odilitime\n- **Context:** Understanding Privy-based wallet generation for agents\n- **Resolution:** Explained that agents receive app/secret IDs to become OAuth apps with wallet generation capabilities\n\n**Architecture Evaluation:**\n- **Helper:** Odilitime | **Helpee:** dEXploarer\n- **Context:** Evaluating architecture approaches for agent wallets\n- **Resolution:** Provided feedback that OAuth approach is too heavy, suggested simpler wallet-based solution\n\n**Build Process Support:**\n- **Helper:** Stan \u26a1 | **Helpee:** Odilitime\n- **Context:** Build errors with missing JSON module declarations in plugin-n8n-workflow\n- **Resolution:** Explained that 'crawl' script must be run to generate JSON files locally, with full documentation in README\n\n**Plugin Selection Guidance:**\n- **Helper:** Stan \u26a1 | **Helpee:** s\n- **Context:** Decision needed on which n8n plugin to consolidate around\n- **Resolution:** Provided detailed comparison showing plugin-n8n-workflow's superior features and recommended using it as-is\n\n**Server Access Assistance:**\n- **Helper:** Kenk | **Helpee:** Miles BetterBank.io \ud83c\udd71\ud83c\udd71\n- **Context:** User couldn't see chat messages and thought server was dead\n- **Resolution:** Informed user they need to verify to see messages\n\n**Collaboration Offers:**\n- **Helper:** Kenk | **Helpee:** Strawberry\n- **Context:** User looking for collaboration partner\n- **Resolution:** Offered to collaborate\n\n## Action Items\n\n### Technical\n\n- **Consolidate plugin-n8n-workflow and plugin-n8n repositories by deleting one** (mentioned by s)\n- **Consolidate cskills into 1.x branch of plugin-agent-skills** (mentioned by Odilitime)\n- **Create tool to push 1.x updates to 2.x branch and stop backporting to encourage 2.x adoption** (mentioned by Odilitime)\n- **Port all 1.x plugins to 2.x versions** (mentioned by Odilitime)\n- **Generate Python and Rust code directly from plugin-n8n-workflow** (mentioned by Stan \u26a1)\n- **Update API keys for new dedicated n8n service account** (mentioned by Stan \u26a1)\n- **Overhaul UI/UX for LunchTable TCG token project** (mentioned by dEXploarer)\n- **Integrate artwork into LunchTable TCG project** (mentioned by dEXploarer)\n- **Implement HD wallets for agent wallet management with hierarchical branching** (mentioned by dEXploarer)\n\n### Documentation\n\n- **Maintain CI documentation for JSON file generation process** (mentioned by Stan \u26a1)\n- **Clarify the relationship and utility between Eliza token and Babylon game/token** (mentioned by DannyNOR)\n- **Provide clarity on the future plans for Eliza NFT collections (Eliza partner and Singularities)** (mentioned by Adaptati0n)\n- **Address NFT collection naming and royalty structure after transfer from ai16z** (mentioned by Adaptati0n)\n\n### Feature\n\n- **Transition from niche vision to real-world ecosystem growth measured in active accounts, revenues, subscriptions, product improvements, and initiatives that drive ElizaOS token value** (mentioned by yojo)\n---\n2026-02-11.md\n---\n# elizaOS Discord - 2026-02-11\n\n## Overall Discussion Highlights\n\n### ElizaCloud Platform Development & Authentication\n\nThe most significant technical advancement centered on implementing **SIWE (Sign-In With Ethereum, EIP 4361)** authentication for elizacloud. Odilitime committed to adding this feature after completing similar implementation for babylon, enabling agents to easily generate API keys for elizacloud access. This addresses DorianD's proposal for a proof-of-agent system where agents demonstrate capability through coding tasks before receiving authentication credentials.\n\nThe elizacloud platform is actively maintained by multiple developers and drives projects like milaidy. Recent improvements to cloud API were completed, with LLM functionality updates planned next. Odilitime is collaborating with Privy on new features that may significantly change current implementations.\n\n### Platform Accessibility & User Experience Issues\n\nExtensive market research from yojo revealed critical UX problems with ElizaCloud.ai based on feedback from 5 potential non-coding investors:\n\n- **Payment & Billing**: VPN compatibility issues preventing account recharging, unclear USD addition process\n- **Welcome Bonus Bug**: Double account creation for single email with $5 bonus\n- **Plugin Ecosystem**: Difficulty finding reliable plugins, lack of guided recommendations\n- **Target Audience Confusion**: Unclear whether platform serves coders or non-coders\n- **Discoverability**: Roadmap difficult to find through standard research\n\nOdilitime acknowledged these concerns while defending development progress, confirming payments are being collected successfully and offering support for specific cases.\n\n### Twitter Plugin Integration\n\nazsxdc announced using Eliza's Twitter plugin on Openclaw instead of Openclaw's native implementation, citing superior quality and avoidance of ban-risk methods. They committed to sharing this fork on GitHub, helping ElizaBAO who wanted similar functionality.\n\n### Token Migration Challenges\n\nMultiple users reported missing the AI16z to ElizaOS migration window. kwi_viet opened ticket-0550 for manual migration and waited over a week for response. Concerns emerged about a personal wallet address (77qVj3adpxbKjLuD9FoeFvDxHuAsro1cjvLVjuPQcEZ5) being used for migration, though Odilitime confirmed its legitimacy.\n\n### Business Model & Scaling Discussions\n\nDorianD proposed elizacloud could support 100k+ paying users by simplifying agent access through task-based token earning systems. They questioned the utility of the llms.txt endpoint when actual CLI/API access remains difficult for agents, suggesting improvements to enable openclaw agents to use elizacloud automatically with \"minorish changes.\"\n\n### Trading & Technical Queries\n\nArkantos sought OTC token purchase options to avoid slippage. Community members recommended PancakeSwap on BSC (Omid Sa) and orca.so CEX on Solana (Rainman) for minimal slippage trading.\n\nBulldozer asked about heartbeat/openclaw equivalents in ElizaOS. Odilitime confirmed ElizaOS has \"tasks\" (cron equivalent) and a plugin that uses agent skills for running agent instructions.\n\n### Project Announcements\n\n- **ElizaBAO received a Solana grant** (details not elaborated)\n- **Public roadmap available** at github.com/elizaos/roadmap\n- **Crypto payment options** already on roadmap for ElizaCloud.ai\n\n### Branding & Positioning Concerns\n\nUser \"s\" expressed uncertainty about \"eliza\" adoption potential among target demographic (\"degens\") due to naming concerns, characterizing it as \"very very milady\" rather than a general-purpose solution. They noted a time-sensitive opportunity for differentiation while acknowledging the project is fundamentally \"eliza.\"\n\n## Key Questions & Answers\n\n**Q: Is there no one working on elizacloud anymore?** (DorianD)  \nA: Several people are working on it, it drives milaidy and more (Odilitime)\n\n**Q: What is SIWA?** (DorianD)  \nA: SIWA is Apple, EIP 4361 is SIWE (Odilitime)\n\n**Q: Are you saying having agent sign up for elizacloud?** (Odilitime)  \nA: Yes, using signature to authenticate the agent (DorianD)\n\n**Q: How can I convert AI16z to ElizaOS after missing the migration window?** (Sim)  \nA: Open a support ticket through official channels for manual migration (Omid Sa)\n\n**Q: Where is the project roadmap?** (yojo)  \nA: Public roadmap available at https://github.com/elizaos/roadmap (Odilitime)\n\n**Q: Is there a way to pay with tokens instead of USD?** (yojo)  \nA: Pay with crypto and pay out in crypto are already on the roadmap (Odilitime)\n\n**Q: What is the best way to buy tokens with minimum slippage?** (Arkantos)  \nA: Use PancakeSwap on BSC for minimum slippage (Omid Sa)\n\n**Q: Does ElizaOS have a heartbeat (openclaw) equivalent?** (Bulldozer | dozer.finance)  \nA: Yes, ElizaOS has \"tasks\" which serve as the cron equivalent (Odilitime)\n\n**Q: Would an Eliza agent be able to install and run instructions made for AI agents?** (Bulldozer | dozer.finance)  \nA: Yes, there is a plugin that uses agent skills (Odilitime)\n\n**Q: Is the wallet address 77qVj3adpxbKjLuD9FoeFvDxHuAsro1cjvLVjuPQcEZ5 legitimate for migration?** (kwi_vn)  \nA: Yes (Odilitime)\n\n**Q: What payment issues exist with ElizaCloud.ai?** (Odilitime)  \nA: Recharging accounts while using VPN doesn't work for some users, and some users don't understand how to add USD to account balance (yojo)\n\n## Community Help & Collaboration\n\n**azsxdc \u2192 ElizaBAO**  \nContext: ElizaBAO wanted to use Twitter plugin on Openclaw via elizaos adapter  \nResolution: azsxdc offered to create a fork and commit it to GitHub later that day\n\n**Odilitime \u2192 DorianD**  \nContext: DorianD needed agent authentication system for elizacloud API access  \nResolution: Odilitime committed to adding SIWE (Sign-In With Ethereum) to cloud and enabling easy API key generation\n\n**DorianD \u2192 azsxdc**  \nContext: Clarification about which Twitter plugin implementation to use  \nResolution: Confirmed Eliza's Twitter plugin is better than Openclaw's native implementation\n\n**Hanzla Mateen \u2192 Sim**  \nContext: Sim was directed to a support ticket on a different server for token migration  \nResolution: Warned not to interact with randoms, Sim identified it as a scam\n\n**Omid Sa \u2192 kwi_viet**  \nContext: User waiting a week for migration ticket response  \nResolution: Advised to provide ticket number (ticket-0550) for Odilitime to review\n\n**Odilitime \u2192 yojo**  \nContext: Users experiencing payment issues with ElizaCloud.ai  \nResolution: Confirmed payments are being collected successfully and offered support for specific cases\n\n**Odilitime \u2192 yojo**  \nContext: Confusion about project structure and roadmap  \nResolution: Provided link to public roadmap and clarified project status\n\n**Omid Sa \u2192 Arkantos**  \nContext: Looking to buy tokens with minimal slippage  \nResolution: Recommended PancakeSwap on BSC and warned about scam DMs\n\n**Rainman \u2192 Arkantos**  \nContext: Seeking alternative trading options  \nResolution: Suggested orca.so CEX on Solana\n\n**Odilitime \u2192 Bulldozer | dozer.finance**  \nContext: Asking about heartbeat/cron equivalent in ElizaOS  \nResolution: Confirmed ElizaOS has \"tasks\" feature and agent skills plugin\n\n## Action Items\n\n### Technical\n\n- **Add SIWE (EIP 4361) authentication to elizacloud** (Odilitime)\n- **Update LLM functionality after recent cloud API improvements** (Odilitime)\n- **Commit Eliza Twitter plugin fork for Openclaw to GitHub** (azsxdc)\n- **Implement easy API key generation system for agents on elizacloud** (DorianD)\n- **Make minor changes to elizacloud to enable openclaw agents to use it automatically** (DorianD)\n- **Fix VPN compatibility issues for account recharging on ElizaCloud.ai** (yojo)\n- **Resolve double account creation bug for single email with $5 welcome bonus** (yojo)\n- **Implement crypto payment and payout options for ElizaCloud.ai** (Odilitime)\n- **Expand plugin ecosystem for ElizaCloud.ai with more reliable plugins** (yojo)\n- **Fix group chat functionality that is currently not working** (s)\n- **Process manual migration for ticket-0550** (kwi_viet)\n\n### Feature\n\n- **Implement proof-of-agent system using coding tasks for elizacloud registration** (DorianD)\n- **Create agent authentication system with 8004 registration capability** (DorianD)\n- **Add \"Apple App Store-like\" plugin marketplace for AI agent use cases in dashboard** (yojo)\n- **Implement guided advice for adding tailored plugins for standard use cases** (yojo)\n- **Add token deposits to dashboard wallet for potential governance/voting** (yojo)\n- **Improve customer service contact options within dashboard for non-coders** (yojo)\n- **Consider labeling ElizaCloud.ai as beta during bug fix period** (Odilitime)\n- **Implement governance/voting system similar to Polkadot parachains/subnets** (yojo)\n- **Consider rebranding or repositioning \"eliza\" project for better adoption among target demographic** (s)\n\n### Documentation\n\n- **Make roadmap easier to find through Google search and quick research** (Odilitime)\n- **Clarify concrete project objectives for users** (Odilitime)\n- **Define and communicate clear target audience for ElizaCloud.ai (coders vs non-coders)** (Odilitime)\n- **Make USD addition process clearer in cloud dashboard** (Odilitime)\n- **Improve weekly news and communications similar to Base projects like AVNT and AERO** (yojo)\n---\n2026-02-13.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-02-13\n---\nElizaOS Development Updates and Community Discussions - February 13, 2026\n---\nCore developers showcased ElizaOS at Clawcon Hong Kong, featuring demonstrations of recent pull requests and the tip.md system. R0am presented demos highlighting contributions from Stan and Shaw, with TipCat rating one PR at 9.5 out of 10. The team discussed implementing a reward system for developers who explain their code changes, with references to a previous jintern system. The presentation included visual demonstrations of the platform's capabilities.\n---\nhttps://discord.com/channels/1253563208833433701/1377726087789940836\n---\nhttps://cdn.elizaos.news/elizaos-media/image0_c368e0fc.jpg\n---\nhttps://cdn.elizaos.news/elizaos-media/image1_7a51de14.jpg\n---\nhttps://cdn.elizaos.news/elizaos-media/gen-4_turbo_a_handled_camera_tracks_the_cat_as_it__a6936701.mov\n---\nDevelopers addressed technical challenges with Moltbook integration, specifically handling verification challenges that require solving math problems within 30 seconds. The system presents obfuscated math problems that agents must solve and respond with numerical answers to two decimal places. Funboy successfully implemented a solution using DeepSeek chat model to automatically solve these verification challenges, preventing bot suspensions. The verification system includes escalating penalties: first error results in 1 day suspension, second error 7 days, and third error deletes bot message history.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/posters/1771031150085-4i1vu.jpg\n---\nCommunity members provided detailed feedback on the ElizaOS roadmap and platform direction. Key concerns raised included: clarifying the target audience between non-coders and developers, specifying when zero-coding agent creation will be available, explaining token utility and governance plans, and improving roadmap presentation format. Users questioned the concrete value proposition for ElizaOS token holders, especially regarding new projects like Babylon and mentions of alternative tokens. Suggestions included adding payment options using ElizaOS tokens without wallet connect and creating more accessible documentation for non-technical users. The discussion highlighted that without plugins, reasonable personal or professional agent use cases cannot be fully implemented.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nTechnical support discussions covered roomId issues with agents posting to X platform and character file customization questions. Developers discussed open source model modifications and verification solver implementations for handling LLM challenges. The coders channel addressed questions about converting 3D models from GLB to VRM format and respecting intellectual property when borrowing assets.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://cdn.elizaos.news/posters/1771031196323-4cp6u.png\n---\nPartners channel discussed the significant price pump of Pippin token over the last three months, noting the creator has been offline from X since August. Community members expressed curiosity about the reasons behind the substantial price increase despite the developer's absence from social media.\n---\nhttps://discord.com/channels/1253563208833433701/1301363808421543988\n---\nhttps://cdn.elizaos.news/posters/1771031219184-glnry4.png\n---\ndiscordrawdata\n---\n2026-02-13.md\n---\n## ElizaOS Development Updates and Community Discussions - February 13, 2026\n\n### Clawcon Hong Kong Presentation\n\n- Core developers showcased ElizaOS at Clawcon Hong Kong\n- R0am presented demos highlighting contributions from Stan and Shaw\n- Demonstrated recent pull requests and the tip.md system\n- TipCat rated one PR at 9.5 out of 10\n- Discussed implementing a reward system for developers who explain their code changes\n- Referenced a previous jintern system\n- Included visual demonstrations of the platform's capabilities\n\n### Moltbook Integration Technical Solutions\n\n- Funboy successfully implemented a solution using DeepSeek chat model to automatically solve verification challenges\n- System now handles verification challenges that require solving math problems within 30 seconds\n- Solution prevents bot suspensions by automatically responding with numerical answers to two decimal places\n- Implemented handling for escalating penalties: 1 day suspension for first error, 7 days for second error, and message history deletion for third error\n\n### Community Feedback on Roadmap\n\n- Community members provided detailed feedback on the ElizaOS roadmap and platform direction\n- Discussions covered target audience clarification between non-coders and developers\n- Questions raised about token utility and governance plans\n- Community members discussed payment options using ElizaOS tokens without wallet connect\n- Feedback provided on roadmap presentation format\n\n### Technical Support Activities\n\n- Addressed roomId issues with agents posting to X platform\n- Discussed character file customization\n- Covered open source model modifications\n- Addressed verification solver implementations for handling LLM challenges\n- Discussed converting 3D models from GLB to VRM format\n- Addressed intellectual property considerations when borrowing assets\n\n### Partners Channel Discussion\n\n- Discussed Pippin token price performance over the last three months\n- Noted the creator has been offline from X since August\n---\n2026-02-13.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-02-13\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 conversation consists of DorianD making observations about a token called \"pippin\" experiencing significant price appreciation over the last three months, despite the associated account being inactive on X (Twitter) since August. DorianD notes this as an interesting dichotomy between social media presence and token performance. The user asks the community for insights into the reasons behind the pump, but no responses or explanations are provided in this segment. There are no technical discussions, decisions, implementations, or problem-solving activities present in this brief exchange.\n\n## 2. FAQ\n\nQ: Why did pippin pump so hard the last 3 months? (asked by DorianD) A: Unanswered\n\n## 3. Help Interactions\n\nNone identified in this chat segment.\n\n## 4. Action Items\n\nNone 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\nThe chat segment contains two distinct technical discussions. The first involves file format conversion for 3D models, specifically converting .glb files to .vrm format. dEXploarer mentions that a user (referenced by ID 603048362266329110) has a conversion tool or process they want to borrow from hyperscape. DigitalDiva inquires about gender customization options for what appears to be a 3D model or avatar. Odilitime notes that the tool/resource is open source, but dEXploarer expresses a preference to ask permission out of respect since they know the person.\n\nThe second discussion involves a technical issue with an agent attempting to post on X (Twitter). Gamer reports encountering a roomId-related error that prevents their agent from making its first post. Odilitime responds asking for more details about the specific issue, but no resolution is provided in this chat segment.\n\n## 2. FAQ\n\nQ: Can I make it male and is it good to go? (asked by DigitalDiva) A: Unanswered\n\nQ: How do I fix roomId issue related with agent trying to make first post on X but failing? (asked by Gamer) A: Odilitime asked for clarification on what specific issue they were having (answered by Odilitime)\n\n## 3. Help Interactions\n\nHelper: dEXploarer | Helpee: DigitalDiva | Context: Needed .glb to .vrm conversion capability | Resolution: dEXploarer offered to check if they could borrow a conversion tool from hyperscape\n\nHelper: Odilitime | Helpee: Gamer | Context: Agent failing to make first post on X due to roomId issue | Resolution: Requested more information to diagnose the problem, no resolution yet\n\n## 4. Action Items\n\nType: Technical | Description: Obtain or borrow .glb to .vrm conversion tool from hyperscape user | Mentioned By: dEXploarer\n\nType: Technical | Description: Debug and resolve roomId issue preventing agent from posting to X | Mentioned By: Gamer\n---\n1377726087789940836\n---\ncore-devs\n---\n# Discord Chat Analysis - core-devs Channel\n\n## 1. Summary\n\nThis chat segment primarily focused on a demonstration at Clawcon HK featuring tip.md functionality. R0am presented a demo showcasing PR rating and tipping features, highlighting specific community members (user IDs 177801706963337216 and 498273781589213185) who were featured. Stan identified his PR #6200 as being included in the demo, which received a 9.5/10 rating from TipCat - an automated rating system.\n\nThe discussion evolved into a feature request from Odilitime regarding TipCat functionality. Odilitime suggested creating a TipCat variant that rewards developers when they explain their code changes, addressing a perceived gap in current documentation practices. R0am referenced a previous tool called \"jintern\" that was associated with user 213767993153290250, suggesting historical precedent for automated assistance tools in the development workflow.\n\nThe conversation reveals an ecosystem where PR contributions are being gamified through ratings and tips, with community interest in expanding this system to incentivize better documentation and code explanation practices.\n\n## 2. FAQ\n\nQ: Where does explaining changes happen? (asked by R0am | tip.md) A: Not enough places (answered by Odilitime)\n\n## 3. Help Interactions\n\nHelper: R0am | tip.md | Helpee: Stan \u26a1 | Context: Stan wanted confirmation about his PR being featured | Resolution: R0am confirmed it was PR #6200 and provided the 9.5/10 TipCat rating\n\n## 4. Action Items\n\nType: Feature | Description: Create a TipCat variant that rewards developers when they explain their code changes | Mentioned By: Odilitime\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Chat Analysis: \ud83d\udcac-discussion\n\n## 1. Summary\n\nThe discussion centered on several key technical challenges and community feedback regarding ElizaOS development.\n\n**Moltbook Verification Challenge**: The most significant technical discussion involved funboy implementing a solution for Moltbook's anti-bot verification system. The platform requires agents to solve obfuscated math problems within 30 seconds, with penalties for failures (1-day suspension for first error, 7-day for second, history deletion for third). Funboy successfully implemented a verification solver using DeepSeek-chat model that intercepts verification_required responses, extracts the challenge, solves the math problem, and POSTs the answer back to the verify endpoint. The solution achieved successful verification with proper formatting (e.g., \"25.00\" for \"32-7\").\n\n**Security Concerns**: A discussion emerged about potential vulnerabilities where malicious actors could inject \"fake memories\" into ElizaOS agents' long-term storage. Odilitime clarified this is an LLM vulnerability, not specific to ElizaOS, noting the fundamental challenge of distinguishing fake from real memories.\n\n**Platform Usability Feedback**: Extensive feedback was provided by yojo regarding ElizaOS's target audience clarity. Key concerns included: when zero-coding agent creation will be available for non-technical users, unclear token utility and governance plans, missing roadmap milestones (e.g., ElizaOS token payment integration), and roadmap presentation format. The discussion highlighted that currently, without plugins and technical knowledge, ElizaOS offers limited advantages over centralized AI like ChatGPT, with the main differentiator being decentralized data ownership.\n\n**Community Onboarding**: Multiple users discussed practical usage, with Rainman seeking guidance on how non-technical users can leverage ElizaOS and how to present it to a 300+ investor community. The consensus was that full potential requires technical implementation and plugins.\n\n## 2. FAQ\n\nQ: How are you handling verification_required challenge on Moltbook? (asked by funboy) A: Intercept JSON with verification data, send to LLM solver outside character loop, POST result to verify endpoint; successfully implemented using DeepSeek-chat model (answered by funboy)\n\nQ: Is the fake memory injection vulnerability a real risk for ElizaOS? (asked by yojo) A: It's an LLM vulnerability, not ElizaOS-specific; fundamentally difficult to distinguish fake from real memories (answered by Odilitime)\n\nQ: How can I start using ElizaOS to improve my life as a non-tech guy? (asked by Rainman) A: Register on elizacloud.ai, create personal agent with prompts, but without plugins and technical knowledge, reasonable use cases can't be fully implemented (answered by yojo)\n\nQ: How can ElizaAI be different or better than ChatGPT? (asked by Rainman) A: With full tech & plugins: proactive multi-task management, synced operations; without plugins: main difference is decentralized vs centralized AI ownership (answered by yojo)\n\nQ: How would I best present ElizaOS to 300+ investors in a few sentences? (asked by Rainman) A: High-performance potential with low market cap, modular architecture, web3-native crosschain integration, first-mover in decentralized AI-agent framework, TypeScript safety; check GitHub roadmap (answered by yojo)\n\nQ: What model did you use for Moltbook verification? (asked by Odilitime) A: DeepSeek-chat (answered by funboy)\n\nQ: Can I open a ticket for migration support? (asked by fragmtagmbagm) A: Unanswered\n\n## 3. Help Interactions\n\nHelper: Odilitime | Helpee: yojo | Context: Security concerns about fake memory injection vulnerabilities | Resolution: Clarified it's an LLM vulnerability, not ElizaOS-specific, offered to review more info if provided\n\nHelper: funboy | Helpee: Community | Context: Implementing Moltbook verification challenge solver | Resolution: Successfully solved using DeepSeek-chat model with proper interception and response formatting\n\nHelper: yojo | Helpee: Rainman | Context: Non-technical user seeking guidance on starting with ElizaOS | Resolution: Provided step-by-step registration and setup instructions, clarified limitations without plugins\n\nHelper: yojo | Helpee: Rainman | Context: Understanding ElizaOS advantages over ChatGPT | Resolution: Explained use cases with full tech implementation and decentralization benefits\n\nHelper: yojo | Helpee: Rainman | Context: How to present ElizaOS to investor community | Resolution: Provided key differentiators including modular architecture, web3 integration, and first-mover advantage\n\n## 4. Action Items\n\nType: Documentation | Description: Clarify target audience timeline for zero-coding agent creation vs coding-required solutions in roadmap and cloud dashboard | Mentioned By: yojo\n\nType: Documentation | Description: Specify concrete utility and governance plans for ElizaOS token holders | Mentioned By: yojo\n\nType: Documentation | Description: Add milestone for cloud account payment option using ElizaOS token transfer without wallet connect by Q2/26 | Mentioned By: yojo\n\nType: Documentation | Description: Improve roadmap format to be more accessible for non-coders with better visual presentation | Mentioned By: yojo\n\nType: Documentation | Description: Add recommended/safe plugins to dashboard for non-technical users | Mentioned By: yojo\n\nType: Feature | Description: Implement zero-coding agent creation for real use cases with relevant plugins | Mentioned By: yojo\n\nType: Technical | Description: Review Princeton research on memory injection vulnerabilities in LLMs | Mentioned By: Odilitime\n\nType: Technical | Description: Support migration ticket for fragmtagmbagm who didn't migrate to ElizaOS | Mentioned By: fragmtagmbagm\n---\n2026-02-13.md\n---\n# elizaOS Discord - 2026-02-13\n\n## Overall Discussion Highlights\n\n### Platform Development & Technical Implementation\n\n**Moltbook Integration Challenge**\nThe most significant technical achievement involved funboy successfully implementing a solution for Moltbook's anti-bot verification system. The platform requires agents to solve obfuscated math problems within 30 seconds, with escalating penalties for failures (1-day suspension for first error, 7-day for second, history deletion for third). The solution uses DeepSeek-chat model to intercept verification_required responses, extract challenges, solve math problems, and POST answers back to the verify endpoint with proper formatting (e.g., \"25.00\" for \"32-7\").\n\n**TipCat Demo at Clawcon HK**\nR0am presented a demonstration of tip.md functionality featuring PR rating and tipping features. Stan's PR #6200 was highlighted, receiving a 9.5/10 rating from TipCat - an automated rating system. This sparked discussion about expanding the system to incentivize better documentation practices, with Odilitime suggesting a TipCat variant that rewards developers when they explain their code changes.\n\n### Security & Architecture Concerns\n\n**Memory Injection Vulnerabilities**\nA discussion emerged about potential vulnerabilities where malicious actors could inject \"fake memories\" into ElizaOS agents' long-term storage. Odilitime clarified this is a fundamental LLM vulnerability rather than an ElizaOS-specific issue, noting the inherent challenge of distinguishing fake from real memories in language models.\n\n### Product Direction & User Experience\n\n**Target Audience Clarity**\nExtensive feedback from yojo highlighted critical gaps in ElizaOS's positioning and documentation:\n- Unclear timeline for zero-coding agent creation for non-technical users\n- Missing token utility and governance plans\n- Absent roadmap milestones (e.g., ElizaOS token payment integration)\n- Roadmap presentation format not accessible to non-coders\n- Without plugins and technical knowledge, ElizaOS offers limited advantages over centralized AI like ChatGPT\n\nThe main differentiator identified was decentralized data ownership versus centralized AI platforms.\n\n**Community Onboarding Challenges**\nRainman sought guidance on presenting ElizaOS to a 300+ investor community and how non-technical users can leverage the platform. The consensus revealed that full potential requires technical implementation and plugins, highlighting a gap between current capabilities and non-technical user expectations.\n\n### Market Observations\n\n**Token Performance Analysis**\nDorianD noted an interesting market phenomenon with the \"pippin\" token experiencing significant price appreciation over three months despite the associated account being inactive on X (Twitter) since August, seeking community insights into this dichotomy between social media presence and token performance.\n\n### Technical Support Requests\n\n**3D Model Conversion**\nDiscussion about converting .glb files to .vrm format, with dEXploarer offering to borrow a conversion tool from hyperscape while respecting open-source etiquette.\n\n**Agent Posting Issues**\nGamer reported encountering a roomId-related error preventing their agent from making its first post on X, with Odilitime requesting more details for diagnosis.\n\n## Key Questions & Answers\n\n**Q: How are you handling verification_required challenge on Moltbook?**\nA: Intercept JSON with verification data, send to LLM solver outside character loop, POST result to verify endpoint; successfully implemented using DeepSeek-chat model (answered by funboy)\n\n**Q: Is the fake memory injection vulnerability a real risk for ElizaOS?**\nA: It's an LLM vulnerability, not ElizaOS-specific; fundamentally difficult to distinguish fake from real memories (answered by Odilitime)\n\n**Q: How can I start using ElizaOS to improve my life as a non-tech guy?**\nA: Register on elizacloud.ai, create personal agent with prompts, but without plugins and technical knowledge, reasonable use cases can't be fully implemented (answered by yojo)\n\n**Q: How can ElizaAI be different or better than ChatGPT?**\nA: With full tech & plugins: proactive multi-task management, synced operations; without plugins: main difference is decentralized vs centralized AI ownership (answered by yojo)\n\n**Q: How would I best present ElizaOS to 300+ investors in a few sentences?**\nA: High-performance potential with low market cap, modular architecture, web3-native crosschain integration, first-mover in decentralized AI-agent framework, TypeScript safety; check GitHub roadmap (answered by yojo)\n\n**Q: What model did you use for Moltbook verification?**\nA: DeepSeek-chat (answered by funboy)\n\n**Q: Where does explaining changes happen?**\nA: Not enough places (answered by Odilitime)\n\n## Community Help & Collaboration\n\n**Moltbook Verification Implementation**\n- **Helper:** funboy\n- **Helpee:** Community\n- **Context:** Implementing Moltbook verification challenge solver\n- **Resolution:** Successfully solved using DeepSeek-chat model with proper interception and response formatting\n\n**Security Vulnerability Clarification**\n- **Helper:** Odilitime\n- **Helpee:** yojo\n- **Context:** Security concerns about fake memory injection vulnerabilities\n- **Resolution:** Clarified it's an LLM vulnerability, not ElizaOS-specific, offered to review more info if provided\n\n**Non-Technical User Onboarding**\n- **Helper:** yojo\n- **Helpee:** Rainman\n- **Context:** Non-technical user seeking guidance on starting with ElizaOS\n- **Resolution:** Provided step-by-step registration and setup instructions, clarified limitations without plugins\n\n**Platform Differentiation Explanation**\n- **Helper:** yojo\n- **Helpee:** Rainman\n- **Context:** Understanding ElizaOS advantages over ChatGPT\n- **Resolution:** Explained use cases with full tech implementation and decentralization benefits\n\n**Investor Presentation Guidance**\n- **Helper:** yojo\n- **Helpee:** Rainman\n- **Context:** How to present ElizaOS to investor community\n- **Resolution:** Provided key differentiators including modular architecture, web3 integration, and first-mover advantage\n\n**PR Demo Confirmation**\n- **Helper:** R0am | tip.md\n- **Helpee:** Stan \u26a1\n- **Context:** Stan wanted confirmation about his PR being featured\n- **Resolution:** R0am confirmed it was PR #6200 and provided the 9.5/10 TipCat rating\n\n**3D Model Conversion Support**\n- **Helper:** dEXploarer\n- **Helpee:** DigitalDiva\n- **Context:** Needed .glb to .vrm conversion capability\n- **Resolution:** dEXploarer offered to check if they could borrow a conversion tool from hyperscape\n\n**Agent Posting Troubleshooting**\n- **Helper:** Odilitime\n- **Helpee:** Gamer\n- **Context:** Agent failing to make first post on X due to roomId issue\n- **Resolution:** Requested more information to diagnose the problem, no resolution yet\n\n## Action Items\n\n### Feature Requests\n\n- **Create a TipCat variant that rewards developers when they explain their code changes** - Mentioned by Odilitime\n- **Implement zero-coding agent creation for real use cases with relevant plugins** - Mentioned by yojo\n\n### Documentation Needs\n\n- **Clarify target audience timeline for zero-coding agent creation vs coding-required solutions in roadmap and cloud dashboard** - Mentioned by yojo\n- **Specify concrete utility and governance plans for ElizaOS token holders** - Mentioned by yojo\n- **Add milestone for cloud account payment option using ElizaOS token transfer without wallet connect by Q2/26** - Mentioned by yojo\n- **Improve roadmap format to be more accessible for non-coders with better visual presentation** - Mentioned by yojo\n- **Add recommended/safe plugins to dashboard for non-technical users** - Mentioned by yojo\n\n### Technical Tasks\n\n- **Obtain or borrow .glb to .vrm conversion tool from hyperscape user** - Mentioned by dEXploarer\n- **Debug and resolve roomId issue preventing agent from posting to X** - Mentioned by Gamer\n- **Review Princeton research on memory injection vulnerabilities in LLMs** - Mentioned by Odilitime\n- **Support migration ticket for fragmtagmbagm who didn't migrate to ElizaOS** - Mentioned by fragmtagmbagm\n---\n2026-02-14.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 25 new PRs (18 merged), 30 new issues, and 26 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\": null,\n      \"state\": \"OPEN\",\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_kwDOMT5cIs68iWIi\",\n      \"title\": \"EVENT MESSAGE SENT not working\",\n      \"author\": \"Srenonno\",\n      \"number\": 5216,\n      \"repository\": \"elizaos/eliza\",\n      \"body\": \"**Describe the bug**\\n\\nthe sendAgentResponseToBus doens't emit event EventType.MESSAGE_SENT when Sending payload to central server API endpoint (/api/messaging/submit).\\n \\n**To Reproduce**\\n\\nCreate a plugin with Message_sent event and it worn't get triggred\\n**Expected behavior**\\nthe vent need to be emmitted for every message submitted to the central channel\\n\",\n      \"createdAt\": \"2025-06-20T12:13:56Z\",\n      \"closedAt\": \"2026-02-04T19:22:01Z\",\n      \"state\": \"CLOSED\",\n      \"commentCount\": 0\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\": 666385,\n      \"deletions\": 303173\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_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      \"id\": \"PR_kwDOMT5cIs7CDViG\",\n      \"title\": \"fix: Add null/undefined checks to prevent Object.entries errors in plugin-bootstrap\",\n      \"author\": \"anchapin\",\n      \"number\": 6470,\n      \"body\": \"## Summary\\n\\nFixes critical runtime errors in `plugin-bootstrap` providers when metadata or values are null/undefined.\\n\\n## Problem\\n\\nThe agent crashes with the error:\\n```\\nObject.entries requires that input parameter not be null or undefined\\n```\\n\\nThis occurs in several providers:\\n1. **relationshipsProvider**: When `entity.metadata` is null/undefined\\n2. **actionStateProvider**: When `result.values` or `workingMemory` are not objects\\n3. **recentMessagesProvider**: Similar issues with null values\\n\\n## Solution\\n\\nAdded proper null/undefined checks before calling `Object.entries()`:\\n\\n### 1. `src/providers/relationships.ts`\\n- Added null/undefined check in `formatMetadata()`\\n- Returns `'{}'` for null/undefined metadata instead of crashing\\n\\n### 2. `src/providers/actionState.ts`  \\n- Added type check for `result.values` before calling `Object.entries()`\\n- Added type/null check for `workingMemory` before calling `Object.keys()`\\n\\n## Changes\\n\\n- **packages/plugin-bootstrap/src/providers/relationships.ts**: Guard `formatMetadata()` against null metadata\\n- **packages/plugin-bootstrap/src/providers/actionState.ts**: Add type guards for `result.values` and `workingMemory`\\n\\n## Testing\\n\\n1. Started ElizaOS agent\\n2. Sent messages via web interface (http://localhost:3000)\\n3. Verified no more `Object.entries` errors\\n4. Confirmed agent responds properly instead of showing IGNORE action\\n\\n## Impact\\n\\n- \u2705 Prevents agent crashes when entities have null metadata\\n- \u2705 Improves stability for action result processing\\n- \u2705 Fixes \\\"IGNORE\\\" action issue when agent can't retrieve conversation context\\n- \u2705 No breaking changes - only adds safety checks\\n\\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>\\n\\n<!-- greptile_comment -->\\n\\n<h2>Greptile Overview</h2>\\n\\n<h3>Greptile Summary</h3>\\n\\nThis PR fixes critical `Object.entries` runtime errors in plugin-bootstrap providers that caused agent crashes when metadata or values were null/undefined. However, **the PR contains significantly more changes than described in the title and description**.\\n\\n## What's Actually in This PR\\n\\n### 1. Plugin-Bootstrap Fixes (Matches PR Description)\\n- `actionState.ts`: Added type guards before `Object.entries()` on `result.values` and `workingMemory`\\n- `relationships.ts`: Added null check in `formatMetadata()` to prevent crashes\\n\\n### 2. Major New Feature (Not Mentioned in PR Description)\\n- **Request Context System**: New per-entity settings infrastructure for multi-tenant deployments\\n  - Added `packages/core/src/request-context.ts` and `request-context.node.ts` (856+ lines)\\n  - Modified `runtime.ts` `getSetting()` to check request context first\\n  - Enables different users sharing the same runtime to have different API keys, OAuth tokens, etc.\\n\\n### 3. Message Service Changes (Not Mentioned in PR Description)\\n- Refactored message creation logic in `message.ts`\\n- Added `MESSAGE_SENT` event emission after sending to central server\\n\\n### 4. Version Bumps\\n- All packages bumped to `1.7.3-alpha.3`\\n\\n## Concerns\\n\\nThe PR title says \\\"fix: Add null/undefined checks\\\" but this PR includes:\\n- A major architectural feature (request context system)\\n- Message service refactoring\\n- 30 files changed, 1107 insertions, 52 deletions\\n\\n**This should have been split into separate PRs** for better review, testing, and rollback capability. The plugin-bootstrap fixes are straightforward and safe, but bundling them with a major new feature makes it difficult to:\\n- Review each change independently\\n- Test each feature in isolation\\n- Roll back if issues arise with one component\\n\\n## Technical Review\\n\\nThe actual code changes are well-implemented:\\n- Null checks are correctly placed and handle edge cases\\n- Request context system follows AsyncLocalStorage patterns appropriately\\n- Message service changes maintain event emission order\\n\\nThe plugin-bootstrap fixes will definitely prevent the `Object.entries` crashes described in the PR.\\n\\n<h3>Confidence Score: 3/5</h3>\\n\\n- This PR contains well-implemented code but has significant scope creep beyond its stated purpose\\n- Score of 3 reflects that while the code quality is good and the plugin-bootstrap fixes are safe, the PR includes undocumented major features (request context system, message service changes) that should have been separate PRs. This makes comprehensive testing difficult and increases risk. The PR description is misleading about the actual scope of changes.\\n- Pay close attention to `packages/core/src/runtime.ts` and `packages/core/src/request-context.ts` as these introduce a new architectural pattern for per-entity settings that affects how settings are resolved throughout the system\\n\\n<h3>Important Files Changed</h3>\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/plugin-bootstrap/src/providers/actionState.ts | Added type guards for `result.values` and `workingMemory` before calling `Object.keys()` to prevent runtime errors when these values are null/undefined |\\n| packages/plugin-bootstrap/src/providers/relationships.ts | Added null/undefined check in `formatMetadata()` to return `'{}'` when metadata is null/undefined instead of crashing on `Object.entries()` |\\n| packages/core/src/runtime.ts | Added request context lookup in `getSetting()` for per-entity settings support - enables multi-tenant deployments with per-user API keys |\\n| packages/server/src/services/message.ts | Refactored message creation to emit MESSAGE_SENT event after successfully sending to central server, improving event lifecycle tracking |\\n| packages/core/src/request-context.ts | New file implementing request context system for per-entity settings in multi-tenant deployments |\\n\\n</details>\\n\\n\\n\\n<h3>Sequence Diagram</h3>\\n\\n```mermaid\\nsequenceDiagram\\n    participant User\\n    participant MessageService\\n    participant Runtime\\n    participant Provider\\n    participant Database\\n\\n    Note over User,Database: Object.entries Error Flow (Before Fix)\\n    User->>MessageService: Send message\\n    MessageService->>Runtime: Process message\\n    Runtime->>Provider: Get context (actionStateProvider)\\n    Provider->>Provider: Access result.values (null)\\n    Provider->>Provider: Object.entries(null) \u274c\\n    Provider-->>Runtime: CRASH\\n\\n    Note over User,Database: Fixed Flow (After This PR)\\n    User->>MessageService: Send message\\n    MessageService->>Runtime: Process message\\n    Runtime->>Provider: Get context (actionStateProvider)\\n    Provider->>Provider: Check if result.values is object\\n    alt result.values is null/undefined\\n        Provider->>Provider: Skip Object.entries\\n    else result.values is valid object\\n        Provider->>Provider: Object.entries(result.values) \u2713\\n    end\\n    Provider-->>Runtime: Return formatted context\\n    Runtime->>Runtime: Generate response\\n    Runtime->>Database: Create memory\\n    MessageService->>MessageService: Emit MESSAGE_SENT event\\n    MessageService-->>User: Response delivered\\n\\n    Note over User,Database: Request Context Feature (New)\\n    User->>Runtime: getSetting(key)\\n    Runtime->>Runtime: Check request context\\n    alt Entity-specific setting exists\\n        Runtime-->>User: Return entity setting\\n    else No entity setting\\n        Runtime->>Runtime: Fall back to agent setting\\n        Runtime-->>User: Return agent setting\\n    end\\n```\\n\\n<!-- greptile_other_comments_section -->\\n\\n<sub>(2/5) Greptile learns from your feedback when you react with thumbs up/down!</sub>\\n\\n<!-- /greptile_comment -->\",\n      \"repository\": \"elizaos/eliza\",\n      \"createdAt\": \"2026-02-06T17:51:12Z\",\n      \"mergedAt\": null,\n      \"additions\": 9596,\n      \"deletions\": 54\n    }\n  ],\n  \"codeChanges\": {\n    \"additions\": 18576,\n    \"deletions\": 3807,\n    \"files\": 160,\n    \"commitCount\": 90\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\": 358.4651565201822,\n      \"prScore\": 353.26515652018213,\n      \"issueScore\": 0,\n      \"reviewScore\": 5,\n      \"commentScore\": 0.2,\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\": 223.27483932822577,\n      \"prScore\": 223.27483932822577,\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\": 159.04,\n      \"prScore\": 0,\n      \"issueScore\": 0,\n      \"reviewScore\": 157.5,\n      \"commentScore\": 1.54,\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\": null\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\": 46,\n      \"prScore\": 0,\n      \"issueScore\": 46,\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\": null\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\": 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\": null\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\": \"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\": null\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\": null\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\": \"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\": 25,\n  \"mergedPRs\": 18,\n  \"newIssues\": 30,\n  \"closedIssues\": 37,\n  \"activeContributors\": 26\n}\n---\n[\"actions-user_day_2026-02-08\", \"actions-user\", \"day\", \"2026-02-08\", \"actions-user: No activity today.\", \"2026-02-08T23:28:25.766Z\"]\n[\"greptile-apps_day_2026-02-08\", \"greptile-apps\", \"day\", \"2026-02-08\", \"greptile-apps: No activity today.\", \"2026-02-08T23:28:25.970Z\"]\n[\"dependabot[bot]_day_2026-02-08\", \"dependabot[bot]\", \"day\", \"2026-02-08\", \"dependabot[bot]: No activity today.\", \"2026-02-08T23:28:25.968Z\"]\n[\"odilitime_day_2026-02-08\", \"odilitime\", \"day\", \"2026-02-08\", \"odilitime: Focused on significant feature development and bug fixes, notably merging a comprehensive optimization and robust feature in elizaos/eliza#6476 (+2119/-823 lines) and addressing a bootstrap cache memory leak in elizaos/eliza#6477, demonstrating a balanced contribution to both new functionality and system stability.\", \"2026-02-08T23:28:26.477Z\"]\n[\"lalalune_day_2026-02-08\", \"lalalune\", \"day\", \"2026-02-08\", \"lalalune: Focused on expanding core platform capabilities and addressing immediate needs, notably merging significant feature PRs like elizaos-plugins/plugin-evm#25, which introduced multi-provider RPC support, and elizaos-plugins/plugin-solana#26, enhancing cloud proxy routing, while also initiating several new features and fixes across the `elizaos/eliza` repository. Their work primarily involved feature development and bug fixes, touching a substantial amount of code across 189 files.\", \"2026-02-08T23:28:26.792Z\"]\n---\n2026-02-14T08:47:23.435669+00:00Z\n---\n2026-02-14\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-02-13\n---\nai_news_elizaos_discord_md_2026-02-12\n---\nai_news_elizaos_discord_md_2026-02-11\n---\nai_news_elizaos_daily_json_2026-02-13\n---\nai_news_elizaos_daily_md_2026-02-13\n---\nai_news_elizaos_daily_discord_json_2026-02-13\n---\nai_news_elizaos_daily_discord_md_2026-02-13\n---\ngithub_summaries_week_latest_2026-02-08.md\n---\ngithub_summaries_month_latest_2026-02-01.md\n---\ngithub_summaries_daily_2026-02-14"
  ]
}