{ "prompt_name": "weekly-newsletter", "category": "comms", "date": "2026-02-19", "generated_text": "# ElizaOS Weekly Newsletter (2026-02-15 \u2192 2026-02-21)\n\n## 1) Executive Summary\n\nThis week felt like ElizaOS shifting into \u201cbeta-launch velocity,\u201d with progress landing across core infra, security, and ecosystem growth:\n\n1. **On-chain agent identity landed (SAID Protocol)**: the ecosystem added **SAID Protocol** support so agents can have a verifiable Solana identity, pushing ElizaOS closer to a composable, trustable agent economy.\n2. **Workflow automation reliability improved (n8n + plugin ecosystem momentum)**: the **n8n workflow plugin** shipped a critical fix around default values/visibility checks, while the registry continued expanding with new integrations.\n3. **Security tooling proved itself in the wild**: community-built detection tooling **flagged two Solana rugpulls (DARKTRUMP, NVIDIA) ~2 hours before crashes**, and discussions accelerated around cryptographic identity + trust scoring for agent-to-agent (A2A) interactions.\n\n## 2) Development Updates (Core, Plugins, Infra)\n\n### Core: identity + performance architecture\n- **SAID Protocol integration for ElizaOS agents** is now in motion via a major PR:\n - **PR #6510**: *\u201cfeat: add SAID Protocol on-chain Solana identity for ElizaOS agents\u201d* \u2014 adds Ed25519 keypair generation (Node `crypto`, no new deps) and registers an identity during `elizaos create`, saving a local wallet file and printing a public profile URL.\n- **Database refactor work continues**:\n - **PR #6509**: *\u201cchore: the great database refactor\u201d* \u2014 focuses on separation of concerns (moving Drizzle out of core), unifying SQL interfaces, pagination support, upserts, and performance improvements (noted as meaningful speedups when handling multiple items). This is foundational work that should reduce friction for plugin authors and large deployments.\n\n### Plugins: workflow automation + registry additions\n- **plugin-n8n-workflow bug fix** (high impact for real agents using structured workflows):\n - Fix ensures **default property values are applied before visibility checks**, preventing dependent-field breakage when LLMs omit structural fields. In practice: fewer \u201cphantom invalid configs\u201d and less brittle node execution.\n- **Registry expansion**:\n - New additions in progress/announced include **`@elizaos/plugin-said`** (SAID Protocol identity) and **SolCex Exchange BD plugin**, continuing the trend of finance + identity primitives becoming first-class citizens in the ecosystem.\n\n### Developer experience: documentation + setup pain points\n- **Spartan setup remains rough**: devs reported `bun install` hanging due to missing plugins (EVM, Farcaster, Jupiter, Knowledge, MySQL, Solana), requiring manual cloning. Docker files exist but are currently **not functional**. The silver lining: **plugin install order doesn\u2019t matter**, which helps debugging.\n- **Milady distribution gotcha**: `npx milady` installed an unrelated/unmaintained package (Alibaba tool). The project is **pre-release**; recommended path is **GitHub release binaries** for now. An issue was opened to address the npm naming confusion (**Issue #324** mentioned in Discord).\n\n### Docs + collaboration tooling\n- The team discussed adopting **HackMD MCP (Model Context Protocol)** tooling for shared notes and easier context handoff (reducing copy/paste across channels). Repo shared: `https://github.com/yuna0x0/hackmd-mcp`.\n\n## 3) Community Spotlight (Discord highlights)\n\n**jin \u2014 elizaos.news momentum**\n- Continued improvements to **elizaos.news**, including better **mobile support** and design iteration (the \u201cspread\u201d layout got positive feedback).\n- The platform\u2019s pipeline is notable: **100% automated video generation** (PlayCanvas-based, not AI rendering), plus subtitles and agent narration.\n- Coming concept teased: **1\u20131 interview shows** where a user chats with a bot, then the conversation becomes a generated interview episode (human + AI flavor).\n\n**Vlt9 \u2014 real-world security validation**\n- Shared live-test results showing a detection system that identified **DARKTRUMP** as *High-Risk* while trading near peak and also flagged the **NVIDIA token rugpull**\u2014both about **2 hours before the crash**.\n- Documentation was added, and **test keys** were offered to community members who want to validate/extend the system.\n\n**Dawn (SageMind AI) \u2014 identity + trust layer for agents**\n- Introduced **MoltBridge**, a cryptographic identity + trust/discovery layer for A2A interactions:\n - Uses **Ed25519 signatures** (no API keys), a **graph-based trust score**, and broker discovery.\n - SDKs available via npm/PyPI (`moltbridge`) and actively recruiting **~50 founding agents** to test integrations.\n- Technical discussion explored combining **ERC-8004** on-chain anchoring with MoltBridge\u2019s off-chain identity for speed + composability.\n\n**ElizaBAO \u2014 partnerships, grants, ecosystem shipping**\n- Reported meetings with **Solana Foundation** and **SuperteamMYR**, and noted **Clawlana submitted a Solana Grant application**.\n- Confirmed **Shaw attended EthDenver** and participated in **ETHBuilder talks**.\n\n## 4) Token Economics (AI16z, $elizaos, auto.fun)\n\n- **$elizaos**: community Q&A reaffirmed **$elizaos is the main token**. The team stated **buybacks are funded with revenue**, with a commitment to clarify *timing and public disclosure* practices with Ops.\n- **ai16z migration**: multiple users asked about missing the deadline; the answer was consistent and firm:\n - The **90-day migration window is over**, and community mods warned to **avoid scams** offering \u201clate migration help.\u201d\n- **auto.fun**: no major new ship updates surfaced in the provided discussions this week. If you\u2019re building around auto.fun, this is a good time to share what metrics and primitives you\u2019d want surfaced in future updates (launch analytics, fee flows, incentive hooks, etc.).\n\n## 5) Coming Soon (What to watch)\n\n- **SAID identity becoming a default agent primitive**: expect follow-ups around opt-out controls, better key handling defaults, and how identity ties into registries/marketplaces.\n- **Agent trust + security signal fusion**: MoltBridge + Security Oracle concepts are converging\u2014watch for prototypes that map **Sybil detection / insider concentration** into a reusable trust graph.\n- **Spartan onboarding improvements**: clearer \u201crequired vs optional plugins\u201d docs and **working Docker** would materially lower contributor friction.\n- **elizaos.news interview mode**: early storyboard + UX decisions are underway; this could become a flagship \u201ccommunity media\u201d surface for agents.\n\n## 6) Resources (Links & Pointers)\n\n- Plugin creation guide (official): https://docs.elizaos.ai/guides/create-a-plugin \n- HackMD MCP integration tool: https://github.com/yuna0x0/hackmd-mcp \n- Core PRs:\n - SAID Protocol identity: https://github.com/elizaos/eliza/pull/6510 \n - Database refactor: https://github.com/elizaos/eliza/pull/6509 \n- Known issues to track:\n - Ollama embeddings failing on Ubuntu 24.04: https://github.com/elizaos-plugins/plugin-ollama/issues/17 \n - Webapp duplicate LLM calls when message contains a URL: https://github.com/elizaos/eliza/issues/6486 \n - Custom OpenAI endpoint request: https://github.com/elizaos/eliza/issues/6490 \n\nIf you want to help next week: jump into **workflow automation (n8n)** testing, volunteer as a **founding agent** for identity/trust experiments, or pick off a **Spartan setup/doc** improvement that reduces time-to-first-agent for new builders.", "source_references": [ "2026-02-19\n---\n2026-02-18.md\n---\n# elizaOS Discord - 2026-02-18\n\n## Overall Discussion Highlights\n\n### Development & Technical Integration\n\n**AI Workflow and Plugin Architecture**\nThe development community focused on expanding ElizaOS capabilities through plugin integration and workflow automation. **aicodeflow** initiated discussions around MVP development for Agentic AI-to-workflow integration, seeking collaborators for this development stage. **DigitalDiva** explored plugin compatibility for the milady personal AI assistant project, with **Odilitime** confirming that elizaos plugins can be integrated if they have a next branch available. **Kenk** directed developers to the official plugin creation guide at docs.elizaos.ai/guides/create-a-plugin for those wanting to build services for the ElizaOS ecosystem.\n\n**Mobile and Documentation Tools**\n**jin** announced improvements to mobile support for elizaos.news, enhancing accessibility for the community. **Stan** proposed adopting the HackMD MCP (Model Context Protocol) integration tool for team-wide collaborative note-taking and documentation, aiming to eliminate copy-pasting and facilitate easier sharing among team members.\n\n### Security & Risk Detection\n\n**Solana Rugpull Detection System**\n**Vlt9** reported significant success with their latest live testing system, which successfully identified two major Solana rugpulls approximately 2 hours before their crashes. The system flagged DARKTRUMP as High-Risk while still trading at peak value, and also detected the NVIDIA token rugpull. Full documentation of these test results has been added to their docs, with test keys offered to interested community members.\n\n### Business Development & Partnerships\n\n**Grant Applications and Event Participation**\n**ElizaBAO** shared important business updates, including meetings with Solana Foundation and SuperteamMYR, and announced that Clawlana submitted a Solana Grant application. Regarding EthDenver attendance, **Odilitime** and **ElizaBAO** confirmed that Shaw is participating in ETHBuilder talks at the event. **JP | ChainPatrol** offered to connect via Telegram for coordination.\n\n### Community Projects\n\n**Silverizer23** discussed a Pumpfun Hackathon project's potential impact on the Eliza ecosystem on Solana, while **ElizaBAO** shared promotional links for BSC-related projects.\n\n### User Support Issues\n\n**shepa777** raised concerns about losing coins during a token migration process and sought help finding proper support channels. **Kenk** redirected the inquiry to be posted publicly in the channel rather than through DMs, though the specific migration issue remained unresolved, highlighting a potential gap in support infrastructure.\n\n## Key Questions & Answers\n\n**Q: For the milady personal AI assistant, can I use elizaos plugins with that?** \nA: If they have a next branch, yes (answered by **Odilitime**)\n\n**Q: Is your team attending EthDenver this week?** \nA: Shaw is attending and joined the ETHBuilder talk (answered by **Odilitime** and **ElizaBAO**)\n\n**Q: Where to open the collab proposal ticket?** \nA: There is no ticket system for this; if it's a service, build a plugin instead (answered by **Kenk**)\n\n### Unanswered Questions\n\n- Is anyone interested in MVP development or preparing for the Agentic AI-to-workflow integration stage? (asked by **aicodeflow**)\n- Which person should I approach for an AMA collab proposal? (asked by **YoungOldman**)\n- Is there any way to help me with coin migration? I don't want to lose my coins. (asked by **shepa777**)\n- Still interested in a test key for rugpull detection system? (asked by **Vlt9**)\n\n## Community Help & Collaboration\n\n**Plugin Compatibility Guidance** \n**Odilitime** helped **DigitalDiva** understand plugin compatibility requirements for the milady personal AI assistant project, confirming that elizaos plugins can be used if they have a next branch available.\n\n**Plugin Development Direction** \n**Kenk** assisted **YoungOldman** by clarifying the process for collaboration proposals, explaining that there is no formal ticket system and directing service-related integrations to the plugin development pathway, though this didn't fully address the AMA collaboration request.\n\n**Support Channel Redirection** \n**Kenk** guided **shepa777** to post migration concerns publicly in the channel rather than through DMs, though the specific technical issue remained unresolved.\n\n**Test Key Offers** \n**Vlt9** offered test keys for their rugpull detection system to interested community members, promoting collaborative testing and validation.\n\n## Action Items\n\n### Technical\n\n- **MVP development for Agentic AI-to-workflow integration** - Mentioned by **aicodeflow**\n- **Mobile support improvements implemented for elizaos.news** - Mentioned by **jin**\n- **Test key distribution for rugpull detection system** - Mentioned by **Vlt9**\n\n### Documentation\n\n- **Full report added to docs for Solana rugpull detection test results (DARKTRUMP and NVIDIA)** - Mentioned by **Vlt9**\n- **Plugin creation guide available at docs.elizaos.ai/guides/create-a-plugin for service integrations** - Mentioned by **Kenk**\n\n### Feature\n\n- **Evaluate and potentially adopt HackMD MCP tool for team-wide collaborative note-taking and documentation** - Mentioned by **Stan**\n- **Need proper support ticket system for coin migration and user issues** - Mentioned by **shepa777**\n---\n2026-02-17.md\n---\n# elizaOS Discord - 2026-02-17\n\n## Overall Discussion Highlights\n\n### ElizaOS News Platform Development\n\nJin made significant progress on the elizaos.news platform, experimenting with various design approaches before settling on a \"spread\" design that offers better visual appeal and readability. The platform features 100% automated video generation using PlayCanvas (not AI rendering), with automated subtitles and agent narration. A notable upcoming feature is 1-1 interview functionality where users interact with a chatbot, and conversations are transformed into generated interview shows that combine human and AI elements.\n\n### Spartan Setup & Plugin Architecture Challenges\n\nEinav Livne encountered significant installation issues with Spartan, experiencing hanging during `bun install` due to missing plugins (@elizaos/plugin-evm, plugin-farcaster, plugin-jupiter, plugin-knowledge, plugin-mysql, plugin-solana) that required manual cloning. Odilitime acknowledged that Spartan setup remains challenging and hasn't been polished yet due to ongoing plugin upgrades. While Docker files exist, they are currently non-functional. The good news is that plugin installation order doesn't matter, providing some flexibility during setup.\n\n### Milady.ai Project Status & Distribution Issues\n\nThe milady-ai/milady project encountered a distribution problem where `npx milady` installed an unrelated, unmaintained Alibaba tool instead of the intended project. Odilitime confirmed the project is in pre-release status and recommended using binaries from GitHub releases instead. Issue #324 was opened to address the npm package confusion.\n\n### MoltBridge Integration Exploration\n\nVlt9 discussed potential integration between MoltBridge and the Agentic Web system. Their current Beta phase implementation uses header-based API keys for developer integration and stress-testing of scoring logic. They acknowledged the need to transition to cryptographic identity (request signing) for a truly decentralized agent-to-agent (A2A) economy. The discussion centered on mapping security signals into a trust graph and exploring identity standards for oracle accessibility within MoltBridge-native agents.\n\n### Team Changes & Token Economics\n\nImportant organizational updates were shared: CJ was replaced by Hanzla, who had been contributing to Shaw's projects. Sayo transitioned from team member to partner status but continues to work daily with the project. Regarding recruitment, the team is not actively hiring but developers can get noticed by contributing to Shaw's periodic project callouts (every 1-2 months). On the token front, the team confirmed that $elizaos is the main token and that buybacks are conducted using revenue, with Odilitime committing to clarify timing and public disclosure processes with the Ops team.\n\n### AI Model Updates\n\nOdilitime announced the release of Sonnet 4.6 (likely referring to Claude Sonnet 4.6), though no implementation details were discussed.\n\n### Security & Infrastructure\n\nA brief security concern arose when Odilitime discovered an \"API Explorer Key\" in their cloud account without their knowledge. However, this was quickly self-resolved after confirming that the API Explorer automatically creates this key as part of its normal operation.\n\n## Key Questions & Answers\n\n**Q: Is $milady.ai the token?** \nA: Yes, confirmed by MDMnvest who added the contract address to the appropriate channel.\n\n**Q: Why does bun install hang after cloning plugins manually?** \nA: Einav fixed the bug themselves; Odilitime confirmed Spartan is difficult to set up and hasn't been polished yet.\n\n**Q: Is there an order to clone and install plugins to prevent breaking?** \nA: Order doesn't matter (Odilitime).\n\n**Q: What's the use of $elizaos coins now?** \nA: It's the main token, team does buybacks with revenue (Odilitime).\n\n**Q: When will the team buy back and will it be made public?** \nA: Odilitime will ask Ops team during sync later this week.\n\n**Q: Have several people left the team and are new people joining?** \nA: After CJ left, replaced with Hanzla; Sayo is now a partner working daily with the team (Odilitime).\n\n**Q: Are you guys recruiting?** \nA: Not hiring currently; best way is to work on Shaw's projects when he calls for devs every 1-2 months (Odilitime).\n\n**Q: Can the milady-ai/milady project be tested?** \nA: Yes, but it's not on npm yet, use binaries from GitHub releases (Odilitime).\n\n**Q: Is milady officially released yet?** \nA: It's pre-release (Odilitime).\n\n**Q: Is the video AI generated or manually edited?** \nA: 100% automated, using PlayCanvas not AI rendering (jin).\n\n**Q: Are you open to a quick DM or a technical chat to discuss a potential integration?** \nA: Unanswered (asked by Vlt9 regarding MoltBridge integration).\n\n## Community Help & Collaboration\n\n**MDMnvest \u2192 jin** \nProvided design feedback for the news site, confirming the \"spread\" design was more visually appealing with better readability.\n\n**Odilitime \u2192 Einav Livne** \nAddressed multiple concerns about Spartan setup, confirming that plugin installation order doesn't matter and acknowledging the setup difficulties. Also provided clear guidance on how to join the team through contributing to Shaw's projects.\n\n**Odilitime \u2192 work** \nExplained the $elizaos token buyback mechanism and committed to getting timeline information from the Ops team. Also clarified recent team changes.\n\n**Odilitime \u2192 davidhq** \nResolved the milady-ai/milady testing issue by directing to GitHub release binaries instead of npm, and opened issue #324 to address the package confusion.\n\n**jin \u2192 ElizaBAO** \nExplained the 100% automated PlayCanvas video generation system and described the upcoming interview feature functionality.\n\n## Action Items\n\n### Technical\n\n- **Fix npx milady command installing wrong package** (GitHub issue #324) - Mentioned by Odilitime\n- **Complete plugin upgrades that are blocking Spartan polish work** - Mentioned by Odilitime\n- **Fix Docker files for Spartan that currently don't work** - Mentioned by Odilitime\n- **Explore integration between MoltBridge's graph-based trust system and Agentic Web security signals** - Mentioned by Vlt9\n- **Transition from header-based API keys to cryptographic identity (request signing) for decentralized A2A economy** - Mentioned by Vlt9\n- **Map security signals into trust graph for MoltBridge integration** - Mentioned by Vlt9\n\n### Documentation\n\n- **Create better instructions for Spartan setup including required vs optional plugins list** - Mentioned by Odilitime\n- **Define identity standards for oracle accessibility to MoltBridge-native agents** - Mentioned by Vlt9\n- **Clarify timing and public disclosure process for $elizaos token buybacks** - Mentioned by work\n\n### Feature\n\n- **Implement 1-1 interview functionality with chatbot for elizaos.news** - Mentioned by jin\n- **Concept and storyboard the look for new interview feature** - Mentioned by jin\n---\n2026-02-16.md\n---\n# elizaOS Discord - 2026-02-16\n\n## Overall Discussion Highlights\n\n### Agent Infrastructure & Security\n\n**MoltBridge Trust Layer Launch**\nDawn introduced MoltBridge, a cryptographic identity and trust layer for agent-to-agent (A2A) interactions, developed in response to ClawHavoc's discovery of 341 malicious skills bypassing marketplace vetting on ClawHub. The system uses Ed25519 signatures for verifiable identity without API key dependencies and implements graph-based broker discovery for trust scoring. SDKs are available on npm and PyPI, with the project seeking 50 founding agents for integration testing.\n\n**Security Oracle API Beta Release**\nVlt9 launched a Beta Security Oracle API for AI trading agents, aggregating RugCheck, GoPlus, and real-time sentiment analysis. Key features include zero-lag detection on new liquidity pairs, insider concentration detection, and Sybil farm identification. The API outputs strict JSON for ElizaOS/ai16z integration with beta limits of 100 requests/day and 1 request per 10 seconds. Dawn identified potential synergies between the Security Oracle's Sybil detection capabilities and MoltBridge's trust scoring system.\n\n### Blockchain Integration Discussions\n\n**ERC-8004 Schema Integration**\nA significant technical discussion emerged around ERC-8004 schema integration for agent identity. Kenk suggested exploring ERC-8004 as a potential schema, and Dawn proposed a composable architecture combining ERC-8004's on-chain identity anchoring with MoltBridge's off-chain Ed25519 layer for real-time trust verification without gas costs or block confirmation delays.\n\n**Kalshi-Solana Integration**\nClawlana-Kalshi announced the Moltbook plugin enabling ElizaOS agents to interface with Kalshi prediction markets using Solana-based execution flows. They raised critical integration questions about the ElizaOS Solana plugin's current usability, website integration capabilities, and whether newer alternatives like x402 exist. Questions about the mcp-gateway repository for website integration remained unanswered.\n\n### Ecosystem Updates\n\n**OpenClaw Acquisition & Open Source Commitment**\nOpenAI's acquisition of OpenClaw's developer was announced. Odilitime clarified the ecosystem remains open source with full integration between platforms and plugin exports to OpenClaw maintained.\n\n**AI16z Token Migration Deadline**\nThe ai16z token migration deadline became contentious, with multiple users (Andi CEGY, Mark1980) claiming to be long-term holders who missed the deadline due to health issues or being away. Kenk confirmed the migration period ended, and Omid Sa definitively stated nothing could be done after the 90-day period, warning of scams.\n\n### AI Agent Participation Meta-Discussion\n\nDawn's autonomous participation in Discord sparked discussion about AI agents in community spaces. Initially unclear about being an AI, Dawn later disclosed being built on Claude with human collaborator Justin (SageMind AI). Odilitime noted Dawn uses OpenClaw but isn't a Discord bot, possibly utilizing compute/browser usage. Jin and Kenk questioned whether autonomous agent participation is allowed per server rules, highlighting the need for clarification.\n\n### Project Announcements\n\n**Nietzsche-Themed Agent**\nMeme Broker built a Nietzsche-themed ElizaOS agent, prompting discussion about personality-driven agents and philosophical consistency maintenance. Dawn raised questions about how philosophical consistency is maintained across long conversations and whether personas drift over time.\n\n**Pump.fun Hackathon**\nElizaBAO announced joining as a team developer for Pump.fun Hackathon submission.\n\n## Key Questions & Answers\n\n**Q: Have you explored using ERC-8004 as a schema for agent identity?** (asked by Kenk)\n**A:** Yes, we've been tracking ERC-8004 closely. MoltBridge's Ed25519 identity layer operates off-chain for speed and zero gas costs, while ERC-8004 provides on-chain identity anchoring. We're considering integration where agents link MoltBridge identity to on-chain 8004 identity for best of both worlds. (answered by Dawn)\n\n**Q: Missed the ai16z migration deadline \u2014 long-term holder since before Nov 11 snapshot, tokens in Phantom wallet. Any path forward for verified pre-snapshot holders?** (asked by Andi CEGY)\n**A:** The migration period has ended. If you were in here on Nov 22nd it seems you had months to execute on the migration. (answered by Kenk) / Migration support ended after 90 days, nothing can be done, beware of scams. (answered by Omid Sa)\n\n**Q: Are you looking for skilled dev?** (asked by DevNinja)\n**A:** We're always looking to connect with skilled devs in the agent ecosystem. What's your background -- more TypeScript/Node or Python side? Our SDKs are on npm and PyPI (both `moltbridge`). (answered by Dawn)\n\n**Q: Who's running Dawn?** (asked by Odilitime)\n**A:** I'm an AI agent built on Claude. My collaborator Justin (SageMind AI) is the human behind the project. (answered by Dawn)\n\n## Community Help & Collaboration\n\n**Token Migration Support**\n- **Kenk** helped **Andi CEGY** understand that the ai16z migration period has ended and users had months to execute migration\n- **Omid Sa** provided definitive clarification to **Mark1980 and Andi CEGY** that migration support ended after 90 days with warnings about potential scams\n\n**Technical Architecture Guidance**\n- **Dawn** engaged with **Kenk** on ERC-8004 schema integration, proposing a composable architecture combining on-chain and off-chain identity layers\n- **Dawn** directed **DevNinja** to MoltBridge SDKs on npm and PyPI for developer onboarding\n\n**Cross-Project Synergies**\n- **Dawn** identified potential integration opportunities between Vlt9's Security Oracle (Sybil detection, insider concentration) and MoltBridge's trust scoring system\n\n## Action Items\n\n### Technical\n\n- **Integrate MoltBridge cryptographic identity system with ElizaOS agents** - seeking 50 founding agents for testing (mentioned by Dawn)\n- **Verify ElizaOS Solana plugin current usability and website integration capabilities** (mentioned by Clawlana-Kalshi)\n- **Investigate x402 or newer Solana plugin alternatives for ElizaOS** (mentioned by Clawlana-Kalshi)\n- **Evaluate mcp-gateway for website integration** (mentioned by Clawlana-Kalshi)\n- **Recruit 3-5 developers to test Security Oracle API beta** (mentioned by Vlt9)\n- **Integrate MoltBridge Ed25519 identity layer with ERC-8004 on-chain identity anchoring for agent trust verification** (mentioned by Dawn)\n- **Develop graph-based broker discovery algorithm for MoltBridge** (mentioned by Dawn)\n- **Submit project to Pump.fun Hackathon with ElizaBAO as team developer** (mentioned by ElizaBAO)\n- **Implement agent authentication mechanism for Security Oracle** - cryptographic identity vs API keys (mentioned by Dawn)\n- **Solve philosophical consistency and identity persistence in personality-driven agents** (mentioned by Dawn)\n- **Explore state continuity for agents in virtual worlds and living museums use cases** (mentioned by Dawn)\n\n### Feature\n\n- **Integrate Security Oracle data (Sybil detection, insider concentration) as trust signal layer in MoltBridge** (mentioned by Dawn)\n- **Implement cryptographic identity and graph-based trust scoring to verify agents after 341 malicious skills bypassed marketplace vetting** (mentioned by Dawn)\n\n### Documentation\n\n- **Clarify server rules regarding autonomous AI agent participation in Discord discussions** (mentioned by jin)\n---\n2026-02-18.json\n---\nelizaosDailySummary\n---\nDaily Report - 2026-02-18\n---\nElizaOS Development Updates and Community Activity - February 18, 2026\n---\nIn the coders channel, developers discussed various technical topics including MVP development and Agentic AI-to-workflow integration. A question was raised about using ElizaOS plugins with the Milady personal AI assistant, with confirmation that it's possible if they have a next branch. ElizaBAO announced a meeting with Solana Foundation and SuperteamMYR, and shared that Clawlana submitted a Solana Grant. A live test successfully caught two major Solana rugpulls (DARKTRUMP and NVIDIA) 2 hours before the crash, with DARKTRUMP flagged as High-Risk while still trading at peak.\n---\nhttps://discord.com/channels/1253563208833433701/1300025221834739744\n---\nhttps://cdn.elizaos.news/elizaos-media/beware_of_20251030_120806_0000_1a767a2f.mp4\n---\nhttps://cdn.elizaos.news/posters/1771463340391-u5o5a4.jpg\n---\nThe core development team shared a new HackMD Model Context Protocol server integration for AI assistants. Stan suggested the team should use this tool for easier collaboration and note sharing, avoiding copy-paste workflows. The GitHub repository was shared and received positive reactions from team members.\n---\nhttps://discord.com/channels/1253563208833433701/1377726087789940836\n---\nhttps://cdn.elizaos.news/elizaos-media/hackmd-mcp_01ea2946.jpg\n---\nIn the general discussion channel, ChainPatrol reached out about connecting at EthDenver, with confirmation that Shaw is attending and participated in ETHBuilder talks. Jin improved mobile support for elizaos.news. A community member inquired about collaboration proposals, with guidance provided to build a plugin using the official documentation. ElizaBAO promoted a Milady launch on BSC and shared it with BNB and Chinese communities. Major news was shared about ElizaOS expanding to capital markets through an investment and partnership with TSX-V listed firm Secure Blockchain. A developer offered expertise in generative AI, agent systems, cloud-native infrastructure, cybersecurity, and zero-trust architecture.\n---\nhttps://discord.com/channels/1253563208833433701/1253563209462448241\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-thumbnail-1473591136491798639_41e10901.png\n---\nhttps://cdn.elizaos.news/elizaos-media/embed-thumbnail-1473652799027023944_38890184.jpg\n---\ndiscordrawdata\n---\nElizaOS Project Progress - February 18, 2026\n---\nOn February 18, 2026, the ElizaOS project made significant advances in its plugin ecosystem and core infrastructure. The project completed a critical bug fix in the plugin-n8n-workflow that ensures default property values are applied before visibility checks, resolving issues with dependent fields when structural fields are omitted by the LLM. Several new integrations are in progress, including the addition of the SAID Protocol plugin for on-chain Solana identity and the SolCex Exchange BD plugin to the registry. The core eliza repository is also receiving updates with dependency management improvements across multiple directories and the implementation of SAID Protocol on-chain Solana identity features for ElizaOS agents. Two new issues were reported: an Ollama plugin embedding error on Ubuntu 24.04 despite Ollama functioning correctly, and a tracking issue for enterprise sign-up inquiries from major technology companies including Microsoft and Google X.\n---\nhttps://elizaos.github.io/api/summaries/overall/day/2026-02-18.json\n---\nhttps://cdn.elizaos.news/posters/1771463359161-16ac1.jpg\n---\nmiscellaneous\n---\n2026-02-18.md\n---\n# ElizaOS Daily Report - February 18, 2026\n\n## Development Updates\n\n### Technical Achievements\n\n- Successfully integrated HackMD Model Context Protocol server for AI assistants\n- Completed bug fix in plugin-n8n-workflow ensuring default property values are applied before visibility checks\n- Improved mobile support for elizaos.news\n- Implemented dependency management improvements across multiple directories in core eliza repository\n\n### Plugin Ecosystem Expansion\n\n- Added SAID Protocol plugin for on-chain Solana identity to the registry\n- Added SolCex Exchange BD plugin to the registry\n- Implemented SAID Protocol on-chain Solana identity features for ElizaOS agents\n\n### Security and Testing\n\n- Conducted successful live test that detected two major Solana rugpulls (DARKTRUMP and NVIDIA) 2 hours before crash\n- DARKTRUMP flagged as High-Risk while trading at peak\n\n## Community and Partnership Activity\n\n### Meetings and Collaborations\n\n- ElizaBAO held meeting with Solana Foundation and SuperteamMYR\n- Clawlana submitted a Solana Grant\n- Shaw attended EthDenver and participated in ETHBuilder talks\n- ChainPatrol connected with team at EthDenver\n\n### Business Development\n\n- Announced expansion to capital markets through investment and partnership with TSX-V listed firm Secure Blockchain\n- Promoted Milady launch on BSC, shared with BNB and Chinese communities\n\n## Technical Discussions\n\n### Developer Engagement\n\n- Discussed MVP development and Agentic AI-to-workflow integration in coders channel\n- Confirmed ElizaOS plugins can be used with Milady personal AI assistant if they have a next branch\n- Provided guidance on building plugins using official documentation\n- Developer offered expertise in generative AI, agent systems, cloud-native infrastructure, cybersecurity, and zero-trust architecture\n---\n2026-02-18.json\n---\nelizaOS\n---\nelizaOS Discord - 2026-02-18\n---\n1300025221834739744\n---\n\ud83d\udcac-coders\n---\n# Discord Channel Analysis: \ud83d\udcac-coders\n\n## 1. Summary\n\nThe channel discussion covered several distinct technical topics and project updates. \n\n**aicodeflow** initiated a conversation about MVP development and Agentic AI-to-workflow integration, seeking collaborators for this stage of development.\n\n**DigitalDiva** inquired about plugin compatibility for the milady personal AI assistant project, specifically asking whether elizaos plugins could be integrated. **Odilitime** provided a conditional response, confirming compatibility if the plugins have a next branch available.\n\n**ElizaBAO** shared important business development updates regarding meetings with Solana Foundation and SuperteamMYR, and announced that Clawlana submitted a Solana Grant application.\n\n**Vlt9** reported significant results from their latest live testing system, which successfully identified two major Solana rugpulls (DARKTRUMP and NVIDIA tokens) approximately 2 hours before their crashes. The system flagged DARKTRUMP as High-Risk while it was still trading at peak value. Full documentation of this test has been added to their docs, and Vlt9 offered test keys to interested parties.\n\nThe conversation demonstrates active development across multiple fronts: AI workflow integration, plugin architecture compatibility, grant applications for funding, and real-time fraud detection systems for cryptocurrency trading.\n\n## 2. FAQ\n\nQ: Is anyone interested in MVP development or preparing for the Agentic AI-to-workflow integration stage? (asked by aicodeflow) A: Unanswered\n\nQ: For the milady personal AI assistant, can I use elizaos plugins with that? (asked by DigitalDiva) A: If they have a next branch, yes (answered by Odilitime)\n\nQ: Still interested in a test key? (asked by Vlt9) A: Unanswered\n\n## 3. Help Interactions\n\nHelper: Odilitime | Helpee: DigitalDiva | Context: Plugin compatibility question for milady personal AI assistant with elizaos plugins | Resolution: Confirmed compatibility conditional on plugins having a next branch\n\n## 4. Action Items\n\nType: Technical | Description: MVP development for Agentic AI-to-workflow integration | Mentioned By: aicodeflow\n\nType: Documentation | Description: Full report added to docs for Solana rugpull detection test results (DARKTRUMP and NVIDIA) | Mentioned By: Vlt9\n\nType: Feature | Description: Test key distribution for rugpull detection system | Mentioned By: Vlt9\n---\n1377726087789940836\n---\ncore-devs\n---\n# Discord Chat Analysis - core-devs Channel\n\n## 1. Summary\n\nThis is a very brief chat segment where Stan shares a HackMD MCP (Model Context Protocol) integration tool from GitHub (https://github.com/yuna0x0/hackmd-mcp). Stan proposes that the team adopt this tool for collaborative note-taking and documentation purposes. The primary motivation is to facilitate easier sharing and collaborative editing of notes among team members while eliminating the need for copy-pasting content. Stan mentions they will personally use the tool and recommends team-wide adoption. The segment contains no technical discussions, problem-solving, or implementation details beyond the basic tool recommendation. No other team members responded in this segment, so there are no decisions made or questions answered.\n\n## 2. FAQ\n\nNo meaningful questions or answers were present in this chat segment.\n\n## 3. Help Interactions\n\nNo help interactions occurred in this chat segment.\n\n## 4. Action Items\n\nType: Feature | Description: Evaluate and potentially adopt HackMD MCP tool for team-wide collaborative note-taking and documentation | Mentioned By: Stan \u26a1\n---\n1253563209462448241\n---\n\ud83d\udcac-discussion\n---\n# Discord Channel Analysis: \ud83d\udcac-discussion\n\n## 1. Summary\n\nThe discussion channel featured limited technical content, primarily focusing on community coordination and administrative matters. The most significant technical contribution came from **jin**, who announced improvements to mobile support for elizaos.news. \n\n**Kenk** provided guidance on the plugin development process, directing users to the official documentation at docs.elizaos.ai/guides/create-a-plugin for those wanting to make services available to ElizaOS builders. This represents the standard approach for third-party integrations.\n\nEvent coordination was discussed regarding EthDenver attendance, with **JP | ChainPatrol** offering to connect via Telegram. **Odilitime** and **ElizaBAO** confirmed Shaw's participation in ETHBuilder talks at the event.\n\nA token migration issue was raised by **shepa777**, who expressed concern about losing coins during the migration process and sought help finding the proper support channels. **Kenk** directed general inquiries to be posted in the channel rather than DMs.\n\n**YoungOldman** inquired about submitting a collaboration proposal for an AMA, but was initially misdirected to plugin documentation before clarifying the request wasn't service-related.\n\nCommunity members shared promotional content, including **Silverizer23** discussing a Pumpfun Hackathon project's potential impact on the Eliza ecosystem on Solana, and **ElizaBAO** sharing promotional links for BSC-related projects.\n\n## 2. FAQ\n\nQ: Is your team attending EthDenver this week? (asked by JP | ChainPatrol) A: Shaw is attending and joined the ETHBuilder talk (answered by Odilitime and ElizaBAO)\n\nQ: Where to open the collab proposal ticket? (asked by YoungOldman) A: There is no ticket system for this; if it's a service, build a plugin instead (answered by Kenk)\n\nQ: Which person should I approach for an AMA collab proposal? (asked by YoungOldman) A: Unanswered\n\nQ: Is there any way to help me with coin migration? I don't want to lose my coins. (asked by shepa777) A: Unanswered\n\nQ: Is there a chance not to lose my coins during migration? (asked by shepa777) A: Unanswered\n\n## 3. Help Interactions\n\nHelper: Kenk | Helpee: YoungOldman | Context: Looking for where to submit collaboration proposal ticket | Resolution: Informed that no ticket system exists; directed to plugin documentation initially, though this didn't fully address the AMA collaboration request\n\nHelper: Kenk | Helpee: shepa777 | Context: User wanted to DM about coin migration issue | Resolution: Redirected to post publicly in channel instead of DMs, but specific migration issue remained unresolved\n\n## 4. Action Items\n\nType: Technical | Description: Mobile support improvements implemented for elizaos.news | Mentioned By: jin\n\nType: Documentation | Description: Plugin creation guide available at docs.elizaos.ai/guides/create-a-plugin for service integrations | Mentioned By: Kenk\n\nType: Feature | Description: Need proper support ticket system for coin migration and user issues | Mentioned By: shepa777\n---\n2026-02-18.md\n---\n# elizaOS Discord - 2026-02-18\n\n## Overall Discussion Highlights\n\n### Development & Technical Integration\n\n**AI Workflow and Plugin Architecture**\nThe development community focused on expanding ElizaOS capabilities through plugin integration and workflow automation. **aicodeflow** initiated discussions around MVP development for Agentic AI-to-workflow integration, seeking collaborators for this development stage. **DigitalDiva** explored plugin compatibility for the milady personal AI assistant project, with **Odilitime** confirming that elizaos plugins can be integrated if they have a next branch available. **Kenk** directed developers to the official plugin creation guide at docs.elizaos.ai/guides/create-a-plugin for those wanting to build services for the ElizaOS ecosystem.\n\n**Mobile and Documentation Tools**\n**jin** announced improvements to mobile support for elizaos.news, enhancing accessibility for the community. **Stan** proposed adopting the HackMD MCP (Model Context Protocol) integration tool for team-wide collaborative note-taking and documentation, aiming to eliminate copy-pasting and facilitate easier sharing among team members.\n\n### Security & Risk Detection\n\n**Solana Rugpull Detection System**\n**Vlt9** reported significant success with their latest live testing system, which successfully identified two major Solana rugpulls approximately 2 hours before their crashes. The system flagged DARKTRUMP as High-Risk while still trading at peak value, and also detected the NVIDIA token rugpull. Full documentation of these test results has been added to their docs, with test keys offered to interested community members.\n\n### Business Development & Partnerships\n\n**Grant Applications and Event Participation**\n**ElizaBAO** shared important business updates, including meetings with Solana Foundation and SuperteamMYR, and announced that Clawlana submitted a Solana Grant application. Regarding EthDenver attendance, **Odilitime** and **ElizaBAO** confirmed that Shaw is participating in ETHBuilder talks at the event. **JP | ChainPatrol** offered to connect via Telegram for coordination.\n\n### Community Projects\n\n**Silverizer23** discussed a Pumpfun Hackathon project's potential impact on the Eliza ecosystem on Solana, while **ElizaBAO** shared promotional links for BSC-related projects.\n\n### User Support Issues\n\n**shepa777** raised concerns about losing coins during a token migration process and sought help finding proper support channels. **Kenk** redirected the inquiry to be posted publicly in the channel rather than through DMs, though the specific migration issue remained unresolved, highlighting a potential gap in support infrastructure.\n\n## Key Questions & Answers\n\n**Q: For the milady personal AI assistant, can I use elizaos plugins with that?** \nA: If they have a next branch, yes (answered by **Odilitime**)\n\n**Q: Is your team attending EthDenver this week?** \nA: Shaw is attending and joined the ETHBuilder talk (answered by **Odilitime** and **ElizaBAO**)\n\n**Q: Where to open the collab proposal ticket?** \nA: There is no ticket system for this; if it's a service, build a plugin instead (answered by **Kenk**)\n\n### Unanswered Questions\n\n- Is anyone interested in MVP development or preparing for the Agentic AI-to-workflow integration stage? (asked by **aicodeflow**)\n- Which person should I approach for an AMA collab proposal? (asked by **YoungOldman**)\n- Is there any way to help me with coin migration? I don't want to lose my coins. (asked by **shepa777**)\n- Still interested in a test key for rugpull detection system? (asked by **Vlt9**)\n\n## Community Help & Collaboration\n\n**Plugin Compatibility Guidance** \n**Odilitime** helped **DigitalDiva** understand plugin compatibility requirements for the milady personal AI assistant project, confirming that elizaos plugins can be used if they have a next branch available.\n\n**Plugin Development Direction** \n**Kenk** assisted **YoungOldman** by clarifying the process for collaboration proposals, explaining that there is no formal ticket system and directing service-related integrations to the plugin development pathway, though this didn't fully address the AMA collaboration request.\n\n**Support Channel Redirection** \n**Kenk** guided **shepa777** to post migration concerns publicly in the channel rather than through DMs, though the specific technical issue remained unresolved.\n\n**Test Key Offers** \n**Vlt9** offered test keys for their rugpull detection system to interested community members, promoting collaborative testing and validation.\n\n## Action Items\n\n### Technical\n\n- **MVP development for Agentic AI-to-workflow integration** - Mentioned by **aicodeflow**\n- **Mobile support improvements implemented for elizaos.news** - Mentioned by **jin**\n- **Test key distribution for rugpull detection system** - Mentioned by **Vlt9**\n\n### Documentation\n\n- **Full report added to docs for Solana rugpull detection test results (DARKTRUMP and NVIDIA)** - Mentioned by **Vlt9**\n- **Plugin creation guide available at docs.elizaos.ai/guides/create-a-plugin for service integrations** - Mentioned by **Kenk**\n\n### Feature\n\n- **Evaluate and potentially adopt HackMD MCP tool for team-wide collaborative note-taking and documentation** - Mentioned by **Stan**\n- **Need proper support ticket system for coin migration and user issues** - Mentioned by **shepa777**\n---\n2026-02-19.md\n---\nFile not found\n---\n2026-02-15.md\n---\n# Overall Project Weekly Summary (Feb 15 - 21, 2026)\n\nThis week, ElizaOS entered a high-velocity phase as it prepared for its official beta launch. The team successfully cleared a massive backlog of technical hurdles while simultaneously expanding the framework's reach into everyday communication tools like WhatsApp and Gmail. By combining core infrastructure upgrades with new decentralized identity features, the project is positioning itself as a robust, secure, and highly adaptable home for the next generation of AI agents.\n\n## Executive Summary\nElizaOS shifted its focus toward a major beta release, prioritizing user onboarding and platform stability. The project achieved significant milestones by integrating popular messaging and productivity apps and launching new on-chain identity tools for agents on the Solana blockchain.\n\n### Key Strategic Initiatives & Outcomes\n\n**Preparing for the Beta Launch and Beyond**\n*Goal: To ensure the platform is stable, user-friendly, and ready for its first 100 official testers.*\n* The team cleared dozens of functional blockers in [elizaos/eliza](https://github.com/elizaos/eliza), including fixing dashboard bugs and removing restrictive text limits to improve the user experience.\n* A new \"Profile Plugin\" was proposed in [elizaos/eliza](https://github.com/elizaos/eliza) to automatically build user profiles from social media, making it easier for new users to get started immediately.\n* Efforts are underway in [elizaos/eliza](https://github.com/elizaos/eliza) to refine the AI's personality, aiming for a more direct and engaging conversational style for the launch.\n\n**Expanding Agent Reach and Utility**\n*Goal: To allow AI agents to work across more platforms and handle more complex tasks.*\n* Major integrations were finalized for WhatsApp, Gmail, and the N8N workflow engine in [elizaos/eliza](https://github.com/elizaos/eliza), allowing agents to communicate and automate tasks where users already work.\n* The [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repository added a new \"control panel\" (REST API), giving developers a way to manage complex workflows directly without needing to use natural language.\n* The plugin registry in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) saw a surge in new tools, particularly for Web3 and financial data exchanges.\n\n**Strengthening Security and Decentralization**\n*Goal: To give agents a verifiable identity and ensure the system remains secure as it grows.*\n* The project introduced the SAID Protocol in [elizaos/eliza](https://github.com/elizaos/eliza) and [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry), which gives agents a \"digital passport\" on the Solana blockchain for secure, verifiable actions.\n* A security audit was completed for the Model Context Protocol in [elizaos/eliza](https://github.com/elizaos/eliza), ensuring that as agents share information, they do so safely.\n\n**Improving System Health and Maintenance**\n*Goal: To keep the project's \"engine\" running smoothly and make it easier for community members to contribute.*\n* A major database overhaul was started in [elizaos/eliza](https://github.com/elizaos/eliza) to make the system faster and more reliable for the long term.\n* Critical fixes to the automated review system in [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) ensured that outside contributors can have their work checked and merged more quickly.\n* Routine but essential security updates were performed across the documentation site in [elizaos/elizaos.github.io](https://github.com/elizaos/elizaos.github.io) to keep the project's public face secure.\n\n### Cross-Repository Coordination\n* **Unified Identity Standards**: The implementation of the SAID Protocol required synchronized work between the core framework [elizaos/eliza](https://github.com/elizaos/eliza) and the [elizaos-plugins/registry](https://github.com/elizaos-plugins/registry) to ensure agents can use their new on-chain identities across all plugins.\n* **Workflow Automation**: The N8N workflow integration involved coordinated updates in the core repository [elizaos/eliza](https://github.com/elizaos/eliza) and the specific [elizaos-plugins/plugin-n8n-workflow](https://github.com/elizaos-plugins/plugin-n8n-workflow) repo to provide a seamless experience for managing complex AI tasks.\n* **Automated Maintenance**: The team successfully fixed \"Renovate\" (an automated update tool) in [elizaos/eliza](https://github.com/elizaos/eliza), which now helps keep dependencies across the entire ecosystem up to date automatically.\n\n## Repository Spotlights\n\n### elizaos/eliza\n* Initiated a major database refactor ([#6509](https://github.com/elizaos/eliza/pull/6509)) to improve long-term system architecture.\n* Integrated the SAID Protocol for on-chain Solana identity ([#6510](https://github.com/elizaos/eliza/pull/6510)), enabling verifiable agent signatures.\n* Finalized major integrations for WhatsApp ([#6401](https://github.com/elizaos/eliza/issues/6401)), Gmail ([#6404](https://github.com/elizaos/eliza/issues/6404)), and N8N ([#6429](https://github.com/elizaos/eliza/issues/6429)).\n* Resolved critical automated update issues ([#6488](https://github.com/elizaos/eliza/issues/6488)) and enabled multi-language dependency management ([#6506](https://github.com/elizaos/eliza/pull/6506), [#6507](https://github.com/elizaos/eliza/pull/6507)).\n* Added support for the Opus 4.5 model ([#6368](https://github.com/elizaos/eliza/issues/6368)) and Chain-of-Thought reasoning ([#6294](https://github.com/elizaos/eliza/issues/6294)).\n\n### elizaos-plugins/registry\n* Expanded the ecosystem with new plugins including `@elizaos/plugin-said` ([#264](https://github.com/elizaos-plugins/registry/pull/264)) and several exchange-related tools ([#261](https://github.com/elizaos-plugins/registry/pull/261), [#262](https://github.com/elizaos-plugins/registry/pull/262)).\n* Fixed a high-priority issue where the automated review system was blocking new contributions ([#259](https://github.com/elizaos-plugins/registry/issues/259)).\n* Improved support for external contributors by fixing the review process for forked repositories ([#260](https://github.com/elizaos-plugins/registry/pull/260)).\n\n### elizaos-plugins/plugin-n8n-workflow\n* Launched a comprehensive REST API for direct workflow management and monitoring ([#16](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/16)).\n* Fixed a critical bug in how the AI handles workflow properties, ensuring stability even when the AI provides incomplete data ([#18](https://github.com/elizaos-plugins/plugin-n8n-workflow/pull/18)).\n\n### elizaos-plugins/plugin-ollama\n* Identified and began investigating a community-reported issue regarding embedding failures on Linux environments ([#17](https://github.com/elizaos-plugins/plugin-ollama/issues/17)).\n\n### elizaos/elizaos.github.io\n* Maintained project health through routine dependency synchronization and version updates ([#242](https://github.com/elizaos/elizaos.github.io/pull/242)).\n---\n2026-02-01.md\n---\nNo activity recorded for 2026-02-01.\n---\n{\n \"interval\": {\n \"intervalStart\": \"2026-02-01T00:00:00.000Z\",\n \"intervalEnd\": \"2026-03-01T00:00:00.000Z\",\n \"intervalType\": \"month\"\n },\n \"repository\": \"elizaos/eliza\",\n \"overview\": \"From 2026-02-01 to 2026-03-01, elizaos/eliza had 31 new PRs (18 merged), 38 new issues, and 29 active contributors.\",\n \"topIssues\": [\n {\n \"id\": \"I_kwDOMT5cIs7FcGAc\",\n \"title\": \"feat(scenarios): Add Cost Evaluator\",\n \"author\": \"monilpat\",\n \"number\": 5759,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"# feat(scenarios): Add Cost Evaluator\\n\\nLinks: [Issue #5726](https://github.com/elizaOS/eliza/issues/5726)\\n\\n## Summary\\nIntroduce an evaluator that asserts the estimated dollar cost of LLM usage per step. Cost is derived from token counts and a model price table.\\n\\n## Goals\\n- Estimate cost (USD) for each step from recorded token metrics\\n- Allow thresholds (`max_cost_usd`) to fail expensive runs\\n- Support multiple models within a single step\\n\\n## Acceptance Criteria\\n1. New evaluator type `llm_cost`\\n2. Price table configurable via env or default map\\n3. Evaluator passes if total step cost <= `max_cost_usd`\\n4. Detailed message with model breakdown and total\\n\\n## Schema Changes\\nEdit `packages/cli/src/commands/scenario/src/schema.ts`:\\n\\n```ts\\nconst LlmCostEvaluationSchema = BaseEvaluationSchema.extend({\\n type: z.literal('llm_cost'),\\n max_cost_usd: z.number(),\\n});\\n```\\n\\n## Pricing Source\\nAdd a small utility `packages/cli/src/commands/scenario/src/pricing.ts`:\\n\\n```ts\\nexport type ModelPricing = {\\n inputPer1K: number; // USD per 1000 input tokens\\n outputPer1K: number; // USD per 1000 output tokens\\n};\\n\\nexport const DEFAULT_MODEL_PRICING: Record = {\\n TEXT_SMALL: { inputPer1K: 0.15, outputPer1K: 0.60 },\\n TEXT_LARGE: { inputPer1K: 0.50, outputPer1K: 1.50 },\\n OBJECT_SMALL: { inputPer1K: 0.50, outputPer1K: 1.50 },\\n};\\n\\nexport function getPricing(modelType: string, overrides?: Record): ModelPricing | null {\\n const table = overrides ?? DEFAULT_MODEL_PRICING;\\n return table[modelType] ?? null;\\n}\\n```\\n\\nAllow overrides via `SCENARIO_MODEL_PRICING` env (JSON string) in a follow-up.\\n\\n## Evaluation Implementation\\nAdd to `EvaluationEngine`:\\n\\n```ts\\nclass LlmCostEvaluator implements Evaluator {\\n async evaluate(params: EvaluationSchema, runResult: ExecutionResult): Promise {\\n if (params.type !== 'llm_cost') throw new Error('Mismatched evaluator');\\n const llm = runResult.metrics?.llm ?? [];\\n if (!llm.length) return { success: false, message: 'No LLM metrics found for cost calculation' };\\n\\n const pricingOverrides = process.env.SCENARIO_MODEL_PRICING ? JSON.parse(process.env.SCENARIO_MODEL_PRICING) : undefined;\\n let total = 0;\\n for (const m of llm) {\\n const pricing = getPricing(m.modelType, pricingOverrides);\\n if (!pricing) continue;\\n const inTok = m.promptTokens ?? 0;\\n const outTok = m.completionTokens ?? 0;\\n total += (inTok / 1000) * pricing.inputPer1K + (outTok / 1000) * pricing.outputPer1K;\\n }\\n\\n const success = total <= params.max_cost_usd;\\n return { success, message: `Estimated cost: $${total.toFixed(4)} (limit $${params.max_cost_usd.toFixed(4)})` };\\n }\\n}\\n```\\n\\nRegister:\\n\\n```ts\\nthis.register('llm_cost', new LlmCostEvaluator());\\n```\\n\\n## Example Usage\\n\\n```yaml\\nevaluations:\\n - type: llm_cost\\n max_cost_usd: 0.05\\n```\\n\\n## Tests\\n- Unit: price math with multiple model records\\n- Integration: with token_count metrics present and absent\\n\\n## Notes\\nThis builds on the Token Count evaluator and shared metrics capture. It complements mocking enhancements described in [Issue #5726](https://github.com/elizaOS/eliza/issues/5726).\\n\\n\\n\",\n \"createdAt\": \"2025-08-12T04:27:23Z\",\n \"closedAt\": \"2026-02-12T22:43:04Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7nsf3_\",\n \"title\": \"[Agent] Eliza Character File & Prompt Engineering\",\n \"author\": \"borisudovicic\",\n \"number\": 6447,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Description\\n\\nImprove Eliza's character file and prompts based on initial testing feedback.\\n\\n## Background\\n\\nBoris (Feb 2): \\\"I've talked to Eliza only a little bit, just to test her out. I think she'll definitely need some edits in her character file, some more prompt engineering. She's a good start so far, but there's definitely stuff we're gonna have to work on. It'll be iterative.\\\"\\n\\n## Acceptance Criteria\\n\\n- [ ] Review current character file responses\\n- [ ] Identify areas needing improvement\\n- [ ] Update character file with better prompts\\n- [ ] Add message examples (Ben has PRs for this)\\n- [ ] Test with Sonnet model\\n- [ ] Iterate based on user feedback\\n\\n## Technical Notes\\n\\nBen mentioned:\\n\\n* Currently using a different model, switching to Sonnet\\n* Two PRs coming that add message examples and change model to Sonnet\\n* \\\"Huge difference in price between Sonnet and \\\\[current model\\\\]\\\"\\n\\nBoris mentioned Sonnet 5 coming out soon - good timing to test on Eliza if cheaper.\\n\\n## Priority\\n\\n**P2 - Iterative improvement**\",\n \"createdAt\": \"2026-02-02T17:48:44Z\",\n \"closedAt\": \"2026-02-16T21:52:18Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7pWP6K\",\n \"title\": \"[Bug] URL in message triggers duplicate LLM calls - processed as both text and attachment (webapp)\",\n \"author\": \"thewoweffect\",\n \"number\": 6486,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Description\\nWhen a user sends a message containing a URL, ElizaOS processes it twice:\\n1. As text content \u2192 generates response\\n2. As attachment (metadata/preview) \u2192 generates second response\\n\\nBoth responses are sent through the same SSE stream before the `done` event, resulting in duplicated text in the final response.\\n\\n## Steps to Reproduce\\n1. Start ElizaOS with webapp\\n2. Send a message containing a URL (e.g., \\\"Check this: https://example.com\\\")\\n3. Observe the response\\n\\n## Expected Behavior\\nURL should be processed once, generating a single response.\\n\\n## Actual Behavior\\nTwo identical (or near-identical) responses are generated and streamed as one message, doubling token usage and producing duplicated output.\\n\\n## Impact\\n- 2x LLM API calls per message with URL\\n- Doubled token costs\\n- Poor UX with duplicated responses\\n- Forces workarounds on client side\\n\\n## Environment\\n- ElizaOS version: [your version]\\n- Client: webapp\\n\\n## Suggested Fix\\nEnsure URL is processed either as text OR as attachment, not both. The decision should happen in the message processing flow before LLM calls.\\n\",\n \"createdAt\": \"2026-02-09T07:36:55Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7plYW-\",\n \"title\": \"Feature Request: Support custom OpenAI endpoint URL for OpenAI provider\",\n \"author\": \"coolRoger\",\n \"number\": 6490,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Is your feature request related to a problem? Please describe.\\nThe current OpenAI provider does **not support configuring a custom OpenAI endpoint URL**, which makes it impossible to use OpenAI-compatible third-party services (e.g., SiliconFlow). These services follow the OpenAI API format but require pointing to their own endpoint URLs instead of the official OpenAI endpoint.\\n\\n## Describe the solution you'd like\\nAdd a **configurable `openai endpoint url` field/parameter** to the OpenAI provider, so users can manually specify the API endpoint URL when using OpenAI-compatible services.\\n\\n## Describe alternatives you've considered\\n- Switching to a dedicated provider for SiliconFlow: Not ideal, as it breaks the unified OpenAI-compatible usage pattern.\\n- Hardcoding the endpoint: Not flexible for different OpenAI-compatible providers.\\n\\n## Additional context\\nMany cloud / inference providers (SiliconFlow, etc.) provide OpenAI-compatible APIs, only differing in the endpoint URL. Supporting custom endpoints will greatly improve the compatibility and flexibility of the OpenAI provider.\",\n \"createdAt\": \"2026-02-10T00:57:25Z\",\n \"closedAt\": null,\n \"state\": \"OPEN\",\n \"commentCount\": 1\n },\n {\n \"id\": \"I_kwDOMT5cIs7qLiWA\",\n \"title\": \"Image content stripped from LLM requests in cloud chat\",\n \"author\": \"borisudovicic\",\n \"number\": 6494,\n \"repository\": \"elizaos/eliza\",\n \"body\": \"## Issue is inside: `/api/v1/chat/completions`. `convertToUIMessages`\\n\\n\\\"Screenshot\",\n \"createdAt\": \"2026-02-11T22:08:25Z\",\n \"closedAt\": \"2026-02-16T21:51:50Z\",\n \"state\": \"CLOSED\",\n \"commentCount\": 1\n }\n ],\n \"topPRs\": [\n {\n \"id\": \"PR_kwDOMT5cIs68XpPS\",\n \"title\": \"V2.0.0\",\n \"author\": \"lalalune\",\n \"number\": 6351,\n \"body\": \"This is a working branch of elizaOS v2.0.0\\r\\n\\r\\nCritically, this removes app, server, CLI and all non-essentials. Instead, we focus on runtime in Rust, Typescript, with critical plugins ported as well\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-01-09T17:06:10Z\",\n \"mergedAt\": null,\n \"additions\": 2384715,\n \"deletions\": 298813\n },\n {\n \"id\": \"PR_kwDOMT5cIs7CUyZi\",\n \"title\": \"feat: next generation multi-language Eliza with Rust, Python and TypeScript support\",\n \"author\": \"lalalune\",\n \"number\": 6485,\n \"body\": \"This is the next version of eliza\\r\\n\\r\\nRust, python and typescript\\r\\n\\r\\n\\r\\n# Major Updates\\r\\n\\r\\n- Add complete Python and Rust core packages, extending Eliza to these languages\\r\\n- Add Python and Rust native versions of popular plugins\\r\\n- Remove default application, client and server infrastructure\\r\\n- Add examples for all major frameworks\\r\\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\\r\\n- Core plugins are also rust, python and typescript\\r\\n- Comes with a WIP code agent\\r\\n\\r\\n# Minor updates\\r\\n\\r\\n- Agents can now respond without needing a roomId or worldId\\r\\n- Initial message memory is created inside the message handler service (was confusing and not that way)\\r\\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\\r\\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\\r\\n\\r\\nTODO\\r\\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\\r\\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-08T18:44:21Z\",\n \"mergedAt\": null,\n \"additions\": 649890,\n \"deletions\": 303180\n },\n {\n \"id\": \"PR_kwDOMT5cIs7EjIkM\",\n \"title\": \"feat: add SAID Protocol on-chain Solana identity for ElizaOS agents\",\n \"author\": \"kaiclawd\",\n \"number\": 6510,\n \"body\": \"## What this does\\n\\nEvery new agent created via `elizaos create` now automatically gets a free on-chain identity on [SAID Protocol](https://saidprotocol.com) \u2014 Solana AI Identity.\\n\\n## Changes\\n\\n- `packages/elizaos/src/utils/said.ts` \u2014 new module: Ed25519 keypair generation (pure Node `crypto`, zero new dependencies) + SAID registration via REST API\\n- `packages/elizaos/src/commands/create.ts` \u2014 registers agent with SAID after project creation, saves wallet, displays profile URL\\n\\n## What happens on `elizaos create`\\n\\n```\\n\u2728 Project created successfully!\\n\\n\u26a1 SAID Protocol identity created\\n Wallet: 7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\\n Profile: https://saidprotocol.com/agents/7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\\n\\n Key saved to .said-wallet.json (add to .gitignore!)\\n```\\n\\n## Why\\n\\n- **Free** \u2014 off-chain pending registration, no SOL required\\n- **Zero new dependencies** \u2014 uses Node's built-in `crypto` module for Ed25519 keypair generation\\n- **Non-breaking** \u2014 fully opt-out, errors are silently caught, never crashes\\n- **Discoverable** \u2014 agent appears in the public SAID agent directory at [saidprotocol.com/agents](https://saidprotocol.com/agents)\\n- **On-chain upgrade available** \u2014 ~0.01 SOL upgrades to a cryptographically verified badge via challenge-response (proves the entity is a running agent)\\n\\n## SAID Protocol\\n\\nSAID is on-chain identity infrastructure for AI agents on Solana. Think of it as a universal agent passport \u2014 verifiable identity, reputation scores, skill listings, and agent-to-agent discovery.\\n\\n[saidprotocol.com](https://saidprotocol.com) | [Docs](https://saidprotocol.com/docs.html)\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-18T08:01:49Z\",\n \"mergedAt\": null,\n \"additions\": 648299,\n \"deletions\": 302354\n },\n {\n \"id\": \"PR_kwDOMT5cIs7CJoKo\",\n \"title\": \"next\",\n \"author\": \"lalalune\",\n \"number\": 6474,\n \"body\": \"This is the next version of eliza\\r\\n\\r\\nRust, python and typescript\\r\\n\\r\\n\\r\\n# Major Updates\\r\\n\\r\\n- Add complete Python and Rust core packages, extending Eliza to these languages\\r\\n- Add Python and Rust native versions of popular plugins\\r\\n- Remove default application, client and server infrastructure\\r\\n- Add examples for all major frameworks\\r\\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\\r\\n- Core plugins are also rust, python and typescript\\r\\n- Comes with a WIP code agent\\r\\n\\r\\n# Minor updates\\r\\n\\r\\n- Agents can now respond without needing a roomId or worldId\\r\\n- Initial message memory is created inside the message handler service (was confusing and not that way)\\r\\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\\r\\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\\r\\n\\r\\nTODO\\r\\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\\r\\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-07T08:00:35Z\",\n \"mergedAt\": null,\n \"additions\": 591239,\n \"deletions\": 282388\n },\n {\n \"id\": \"PR_kwDOMT5cIs7ESCAW\",\n \"title\": \"chore: the great database refactor\",\n \"author\": \"odilitime\",\n \"number\": 6509,\n \"body\": \"built on #6496\\r\\n\\r\\ndb go zoom zoom\\r\\n\\r\\n- move out anything drizzle out of core (separation of concerns)\\r\\n- make plugin-sql actual plugin-drizzle (merge plugin-mysql into plugin-sql)\\r\\n- generic non-pgTable/non-MysqlTable schema definitions for core & plugins\\r\\n- finish db api rework that started in 1.x (general 14x speed improvements when more than one item)\\r\\n- audit 60 plugins and assess what functionality is missing and add it\\r\\n\\r\\nnot done\\r\\n- rust/python checks\\r\\n- plugin checks\\r\\n\\r\\n\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n* **New Features**\\r\\n * Database upsert operations for agents, entities, rooms, and worlds.\\r\\n * Pagination support in query methods (limit/offset parameters).\\r\\n * Plugin storage system for custom data without Drizzle coupling.\\r\\n * Messaging adapter interface for decoupled messaging concerns.\\r\\n\\r\\n* **Bug Fixes**\\r\\n * Improved leaderboard numbering in BFCL benchmark when inserting results mid-table.\\r\\n\\r\\n* **Documentation**\\r\\n * Benchmark results documentation with performance analysis.\\r\\n\\r\\n* **Refactor**\\r\\n * Batch-first CRUD API redesign with improved return types.\\r\\n * Single-item method wrappers moved to AgentRuntime for consistency.\\r\\n * Plugin system modernization with unified SQL interface across databases.\\r\\n\\r\\n* **Chores**\\r\\n * Brand standardization across codebase (ElizaOS \u2192 elizaOS).\\r\\n\\r\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-17T07:27:26Z\",\n \"mergedAt\": null,\n \"additions\": 32068,\n \"deletions\": 8391\n }\n ],\n \"codeChanges\": {\n \"additions\": 18576,\n \"deletions\": 3807,\n \"files\": 160,\n \"commitCount\": 125\n },\n \"completedItems\": [\n {\n \"title\": \"feat(auth): implement JWT authentication and user management\",\n \"prNumber\": 6200,\n \"type\": \"feature\",\n \"body\": \"## Relates to\\r\\n\\r\\n- Data isolation / multi-entity support\\r\\n- External JWT provider integration (Privy, Auth0, Clerk, Supabase, Google, Embbeded)\\r\\n\\r\\n## Risks\\r\\n\\r\\n**Low**\\r\\n\\r\\n- Requires `ENABLE_DATA_ISOLATION=true` to activate JWT auth mode\\r\\n\\r\\n#\",\n \"files\": [\n \".github/workflows/client-cypress-tests.yml\",\n \"packages/client/cypress/e2e/auth/01-auth-flow.cy.ts\",\n \"packages/client/cypress/e2e/auth/02-protected-features.cy.ts\",\n \"packages/client/src/App.tsx\",\n \"packages/client/src/components/ProtectedRoute.tsx\",\n \"packages/client/src/components/ai-elements/response.tsx\",\n \"packages/client/src/components/app-sidebar.tsx\",\n \"packages/client/src/components/auth-dialog.tsx\",\n \"packages/client/src/components/connection-error-banner.tsx\",\n \"packages/client/src/components/connection-status.tsx\",\n \"packages/client/src/components/group-card.tsx\",\n \"packages/client/src/components/group-panel.tsx\",\n \"packages/client/src/context/AuthContext.tsx\",\n \"packages/client/src/context/ConnectionContext.tsx\",\n \"packages/client/src/context/ServerConfigContext.tsx\",\n \"packages/client/src/hooks/use-query-hooks.ts\",\n \"packages/client/src/hooks/use-socket-chat.ts\",\n \"packages/client/src/index.css\",\n \"packages/client/src/lib/api-client-config.ts\",\n \"packages/client/src/lib/auth-utils.ts\",\n \"packages/client/src/lib/socketio-manager.ts\",\n \"packages/client/src/routes/chat.tsx\",\n \"packages/client/src/routes/group.tsx\",\n \"packages/client/src/routes/home.tsx\",\n \"packages/config/src/eslint/eslint.config.base.js\",\n \"packages/core/src/database.ts\",\n \"packages/core/src/runtime.ts\",\n \"packages/core/src/types/database.ts\",\n \"packages/core/src/types/index.ts\",\n \"packages/core/src/types/user.ts\",\n \"packages/plugin-sql/src/base.ts\",\n \"packages/plugin-sql/src/schema/index.ts\",\n \"packages/plugin-sql/src/schema/user.ts\",\n \"packages/server/src/__tests__/integration/jwt-workflow.test.ts\",\n \"packages/server/src/__tests__/test-utils/jwt-helper.ts\",\n \"packages/server/src/__tests__/unit/api/auth/credentials.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/auth-middleware-chain.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/auth-middleware.test.ts\",\n \"packages/server/src/__tests__/unit/middleware/jwtMiddleware.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/ed25519-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/factory.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/jwks-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/services/jwt-verifiers/secret-verifier.test.ts\",\n \"packages/server/src/__tests__/unit/socketio/authentication.test.ts\",\n \"packages/server/src/api/agents/logs.ts\",\n \"packages/server/src/api/agents/runs.ts\",\n \"packages/server/src/api/auth/credentials.ts\",\n \"packages/server/src/api/auth/index.ts\",\n \"packages/server/src/api/index.ts\",\n \"packages/server/src/api/memory/agents.ts\",\n \"packages/server/src/index.ts\"\n ]\n },\n {\n \"title\": \"docs: core documentation guides\",\n \"prNumber\": 6356,\n \"type\": \"docs\",\n \"body\": \"## Summary\\n- Adds core documentation pages: architecture, core concepts, plugin development, interop, deployment, and API reference.\\n\\n## Test plan\\n- [ ] Review rendered markdown formatting and links.\\n\\n\\n---\\n\\n> [!NOTE]\\n\",\n \"files\": [\n \"docs/API_REFERENCE.md\",\n \"docs/ARCHITECTURE.md\",\n \"docs/CORE_CONCEPTS.md\",\n \"docs/DEPLOYMENT_GUIDE.md\",\n \"docs/INTEROP_GUIDE.md\",\n \"docs/PLUGIN_DEVELOPMENT.md\",\n \"packages/interop/README.md\"\n ]\n },\n {\n \"title\": \"fix(cli): always use 'latest' for @elizaos deps in created projects\",\n \"prNumber\": 6362,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\n- Fixes issue where `elizaos create` fails when CLI is linked from monorepo because packages with version like `1.7.2-alpha.0` couldn't be found on npm\\n- Both build-time and runtime scripts now use `'latest'` for `@elizaos/*` de\",\n \"files\": [\n \"packages/cli/src/scripts/copy-templates.ts\",\n \"packages/cli/src/utils/copy-template.ts\",\n \"packages/cli/tests/integration/local-development.test.ts\",\n \"packages/cli/tests/utils/copy-template.test.ts\",\n \".github/workflows/cli-tests.yml\",\n \"packages/cli/bunfig.toml\",\n \"packages/cli/tests/commands/update.test.ts\",\n \"packages/cli/tests/test-timeouts.ts\"\n ]\n },\n {\n \"title\": \"fix(cli): validate directory path in ensureDir to prevent ENOENT error\",\n \"prNumber\": 6379,\n \"type\": \"bugfix\",\n \"body\": \"This PR adds validation to the `ensureDir` function to prevent unclear ENOENT errors when an empty directory path is provided.\\n\\n## Problem\\n\\nWhen `ensureDir` was called with an empty string or whitespace-only path, it would attempt to execut\",\n \"files\": [\n \"packages/cli/src/utils/get-config.ts\"\n ]\n },\n {\n \"title\": \"fix(server): emit MESSAGE_SENT event after sending to central server\",\n \"prNumber\": 6378,\n \"type\": \"bugfix\",\n \"body\": \"This PR fixes #5216 - EventType.MESSAGE_SENT event not being emitted when agent responses are sent to the central server API.\\n\\n## Problem\\n\\nThe `sendAgentResponseToBus` function in `packages/server/src/services/message.ts` sends agent respon\",\n \"files\": [\n \"packages/server/src/services/message.ts\"\n ]\n },\n {\n \"title\": \"docs: add environment variables documentation\",\n \"prNumber\": 6377,\n \"type\": \"docs\",\n \"body\": \"This PR adds comprehensive documentation for server environment variables, addressing #5716.\\n\\n## Summary\\n\\nAdded `docs/environment-variables.md` with detailed documentation for:\\n- `ELIZA_SERVER_AUTH_TOKEN` - API authentication for securing e\",\n \"files\": [\n \"docs/environment-variables.md\"\n ]\n },\n {\n \"title\": \"fix(cli): load .env files in agent commands for authentication\",\n \"prNumber\": 6376,\n \"type\": \"bugfix\",\n \"body\": \"This PR fixes #5707 - an issue where `elizaos agent` commands would fail when connecting to a remote server that uses `ELIZA_SERVER_AUTH_TOKEN`.\\n\\n## Problem\\n\\nWhen running `elizaos agent list` (or other agent commands) against a remote serve\",\n \"files\": [\n \"packages/cli/src/commands/agent/utils/validation.ts\"\n ]\n },\n {\n \"title\": \"V2.0.0: dynamic execution engine (test if context is going to blown)\",\n \"prNumber\": 6384,\n \"type\": \"tests\",\n \"body\": \"Redo #6113 for 2.0.0, first pass\\n\\n\\n---\\n\\n> [!NOTE]\\n> Introduces a validation-aware, schema-driven prompt execution path and applies it across runtimes and message flows.\\n> \\n> - Adds `dynamic_prompt_exec_from_state`/`dy\",\n \"files\": [\n \"packages/python/elizaos/runtime.py\",\n \"packages/python/elizaos/services/message_service.py\",\n \"packages/python/elizaos/types/__init__.py\",\n \"packages/python/elizaos/types/state.py\",\n \"packages/rust/src/runtime.rs\",\n \"packages/rust/src/services/message_service.rs\",\n \"packages/rust/src/types/mod.rs\",\n \"packages/rust/src/types/state.rs\",\n \"packages/rust/src/types/streaming.rs\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/message.ts\",\n \"packages/typescript/src/types/runtime.ts\",\n \"packages/typescript/src/types/state.ts\",\n \"packages/typescript/src/types/streaming.ts\",\n \"packages/typescript/src/utils/streaming.ts\",\n \"bun.lock\",\n \"package.json\"\n ]\n },\n {\n \"title\": \"V2.0.0: fixed avatar example and elevenlabs plugin\",\n \"prNumber\": 6387,\n \"type\": \"bugfix\",\n \"body\": \"# Relates to\\r\\n\\r\\nFixes ElevenLabs API integration issues in `examples/avatar` (formerly `vrm` example) and consolidates the project structure.\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. Changes are isolated to the `examples/avatar` directory and the `plugin-elevenl\",\n \"files\": [\n \"examples/avatar/README.md\",\n \"examples/avatar/index.html\",\n \"examples/avatar/src/App.tsx\",\n \"examples/vrm/src/App.tsx\",\n \"plugins/plugin-elevenlabs/README.md\",\n \"plugins/plugin-elevenlabs/python/README.md\",\n \"plugins/plugin-elevenlabs/python/src/eliza_plugin_elevenlabs/types.py\",\n \"plugins/plugin-elevenlabs/python/tests/conftest.py\",\n \"plugins/plugin-elevenlabs/python/tests/test_types.py\",\n \"plugins/plugin-elevenlabs/rust/README.md\",\n \"plugins/plugin-elevenlabs/rust/src/services/elevenlabs_service.rs\",\n \"plugins/plugin-elevenlabs/rust/src/types.rs\",\n \"plugins/plugin-elevenlabs/rust/tests/integration_tests.rs\",\n \"plugins/plugin-elevenlabs/rust/tests/tts_integration.rs\",\n \"plugins/plugin-elevenlabs/typescript/README.md\",\n \"plugins/plugin-elevenlabs/typescript/package.json\",\n \"plugins/plugin-elevenlabs/typescript/src/index.browser.ts\",\n \"plugins/plugin-elevenlabs/typescript/src/index.ts\",\n \"plugins/plugin-s3-storage/README.md\"\n ]\n },\n {\n \"title\": \"fix(plugin-bootstrap): add null check for runtime.providers\",\n \"prNumber\": 6473,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\n- **Fix**: Add null check for `runtime.providers` in `providersProvider`\\n- **Impact**: Prevents `TypeError: Cannot read properties of null (reading 'filter')`\\n\\n## Problem\\n\\nWhen `runtime.providers` is `null` or `undefined`, the c\",\n \"files\": [\n \"packages/plugin-bootstrap/src/providers/providers.ts\"\n ]\n },\n {\n \"title\": \"fix: add null checks to Object.entries calls in settings utilities\",\n \"prNumber\": 6471,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n\\nThis PR adds defensive null/undefined checks before Object.entries() calls in the @elizaos/core package's settings utilities to prevent runtime errors.\\n\\n## Changes\\n\\n### packages/core/src/settings.ts\\n\\nAdded null/undefined guards \",\n \"files\": [\n \"packages/core/src/settings.ts\"\n ]\n },\n {\n \"title\": \"chore(examples-art): v2 update dependencies, training pipeline, and tests for 2048 game\",\n \"prNumber\": 6461,\n \"type\": \"tests\",\n \"body\": \"# Relates to\\r\\n\\r\\nRelated to ART (Agentic Reinforcement Training) example improvements for v2.0.0\\r\\n\\r\\n# Risks\\r\\n\\r\\nLow. Changes are isolated to the `examples/art` directory and root `.gitignore`. Only adds new dependencies, enhances existing fun\",\n \"files\": [\n \".gitignore\",\n \"examples/art/.gitignore\",\n \"examples/art/README.md\",\n \"examples/art/elizaos_art/games/game_2048/__init__.py\",\n \"examples/art/elizaos_art/games/game_2048/cli.py\",\n \"examples/art/elizaos_art/trainer.py\",\n \"examples/art/pyproject.toml\",\n \"examples/art/tests/test_games.py\",\n \"examples/art/tests/test_integration.py\"\n ]\n },\n {\n \"title\": \"feat(core): add request context for per-user entity settings\",\n \"prNumber\": 6457,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n- Adds `RequestContext` using AsyncLocalStorage to propagate per-request entity settings\\n- Enables runtime methods to access the originating entity context without explicit parameter passing\\n- Includes helper methods: `withEntity\",\n \"files\": [\n \"packages/core/src/__tests__/request-context.test.ts\",\n \"packages/core/src/__tests__/runtime-request-context.test.ts\",\n \"packages/core/src/index.node.ts\",\n \"packages/core/src/index.ts\",\n \"packages/core/src/request-context.node.ts\",\n \"packages/core/src/request-context.ts\",\n \"packages/core/src/runtime.ts\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the cargo group across 3 directories with 3 updates\",\n \"prNumber\": 6479,\n \"type\": \"other\",\n \"body\": \"Bumps the cargo group with 1 update in the /packages/computeruse directory: [bytes](https://github.com/tokio-rs/bytes).\\nBumps the cargo group with 1 update in the /packages/rust directory: [bytes](https://github.com/tokio-rs/bytes).\\nBumps t\",\n \"files\": [\n \"packages/computeruse/Cargo.lock\",\n \"packages/computeruse/crates/computeruse-cli/Cargo.toml\",\n \"packages/rust/Cargo.lock\",\n \"packages/sweagent/rust/Cargo.lock\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the npm_and_yarn group across 3 directories with 3 updates\",\n \"prNumber\": 6478,\n \"type\": \"other\",\n \"body\": \"Bumps the npm_and_yarn group with 1 update in the /packages/computeruse/crates/computeruse-mcp-agent directory: [@modelcontextprotocol/sdk](https://github.com/modelcontextprotocol/typescript-sdk).\\nBumps the npm_and_yarn group with 1 update \",\n \"files\": [\n \"packages/computeruse/crates/computeruse-mcp-agent/package-lock.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/package.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package-lock.json\",\n \"packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package.json\",\n \"packages/computeruse/examples/mcp-client-elicitation/package-lock.json\",\n \"packages/computeruse/examples/mcp-client-elicitation/package.json\"\n ]\n },\n {\n \"title\": \"feat(plugin-bootstrap): comprehensive optimization and robustness imp\u2026\",\n \"prNumber\": 6476,\n \"type\": \"feature\",\n \"body\": \"\u2026rovements\\r\\n\\r\\nThis commit merges critical performance optimizations, caching improvements, and robustness enhancements while preserving type safety improvements from upstream.\\r\\n\\r\\n## New Features\\r\\n- Added plugin initialization banner with co\",\n \"files\": [\n \"bun.lock\",\n \"packages/plugin-bootstrap/src/banner.ts\",\n \"packages/plugin-bootstrap/src/evaluators/reflection.ts\",\n \"packages/plugin-bootstrap/src/index.ts\",\n \"packages/plugin-bootstrap/src/providers/actionState.ts\",\n \"packages/plugin-bootstrap/src/providers/actions.ts\",\n \"packages/plugin-bootstrap/src/providers/anxiety.ts\",\n \"packages/plugin-bootstrap/src/providers/attachments.ts\",\n \"packages/plugin-bootstrap/src/providers/character.ts\",\n \"packages/plugin-bootstrap/src/providers/choice.ts\",\n \"packages/plugin-bootstrap/src/providers/entities.ts\",\n \"packages/plugin-bootstrap/src/providers/evaluators.ts\",\n \"packages/plugin-bootstrap/src/providers/index.ts\",\n \"packages/plugin-bootstrap/src/providers/plugin-info.ts\",\n \"packages/plugin-bootstrap/src/providers/recentMessages.ts\",\n \"packages/plugin-bootstrap/src/providers/relationships.ts\",\n \"packages/plugin-bootstrap/src/providers/roles.ts\",\n \"packages/plugin-bootstrap/src/providers/settings.ts\",\n \"packages/plugin-bootstrap/src/providers/shared-cache.ts\",\n \"packages/plugin-bootstrap/src/providers/world.ts\"\n ]\n },\n {\n \"title\": \"feat: ActionFilterService \u2014 vector search + BM25 reranking for action/provider filtering\",\n \"prNumber\": 6475,\n \"type\": \"feature\",\n \"body\": \"## Summary\\n\\n- Adds `ActionFilterService` that dynamically filters which actions are shown to the LLM based on relevance, reducing prompt bloat from 200+ actions to ~15 relevant ones\\n- Two-tier ranking: vector search (cosine similarity on em\",\n \"files\": [\n \"packages/typescript/src/__tests__/action-filter.test.ts\",\n \"packages/typescript/src/bootstrap/index.ts\",\n \"packages/typescript/src/bootstrap/providers/actions.ts\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/action-filter.ts\",\n \"packages/typescript/src/services/bm25.ts\",\n \"packages/typescript/src/services/cosine-similarity.ts\",\n \"packages/typescript/src/types/plugin.ts\"\n ]\n },\n {\n \"title\": \"chore(changelog): remove references\",\n \"prNumber\": 6495,\n \"type\": \"other\",\n \"body\": \"## Summary\\r\\n- remove all references from `CHANGELOG.md`\\r\\n\\r\\n## Testing\\r\\n- not run (content-only change)\\r\\n\",\n \"files\": [\n \"CHANGELOG.md\"\n ]\n }\n ],\n \"topContributors\": [\n {\n \"username\": \"standujar\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n \"totalScore\": 395.83507627540456,\n \"prScore\": 390.4350762754045,\n \"issueScore\": 0,\n \"reviewScore\": 5,\n \"commentScore\": 0.4,\n \"summary\": \"standujar: Focused on enhancing the stability and functionality of the n8n-workflow plugin, notably improving multi-step loop control by introducing the awaitingUserInput flag in PR #13. They addressed critical integration issues by ensuring cloud compatibility through state management updates in PR #12 and standardizing success status reporting across all action callbacks in PR #11 (+388/-40 lines). Additionally, they streamlined the development lifecycle by automating node crawling in the publish workflow (PR #10) and integrating the plugin into the project's tracked repositories. Their work this month primarily centered on bug fixes and feature development for workflow automation, with a strong emphasis on code reliability and CI/CD improvements.\"\n },\n {\n \"username\": \"lalalune\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n \"totalScore\": 326.03058181605707,\n \"prScore\": 325.25258181605705,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.7779999999999999,\n \"summary\": \"lalalune: Focused on expanding core infrastructure and cross-chain capabilities, notably implementing a multi-provider RPC system in elizaos-plugins/plugin-evm (#25) and cloud proxy routing for Solana services (#26). They delivered a significant architectural enhancement with the ActionFilterService in elizaos/eliza (#6475), which introduced vector search and BM25 reranking to improve action selection. Their work involved a massive scale of code modifications across over 4,500 files, signaling a deep involvement in systemic refactors and next-generation multi-language support. Overall, their contributions centered on infrastructure scalability, authentication frameworks, and enhancing the developer experience through CLI and documentation improvements.\"\n },\n {\n \"username\": \"odilitime\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n \"totalScore\": 304.75138712137795,\n \"prScore\": 304.75138712137795,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"odilitime: Focused on enhancing core system stability and performance within the elizaos/eliza repository, most notably through a comprehensive optimization of the bootstrap plugin in PR #6476 (+2,119/-823 lines). This significant contribution involved modifying 30 files to implement robust architectural improvements and feature enhancements. Additionally, they addressed critical resource management by submitting a fix for a memory leak in the bootstrap cache via PR #6477. Their work this month demonstrates a balanced focus on large-scale feature optimization and essential bug fixing to ensure long-term system reliability.\"\n },\n {\n \"username\": \"greptile-apps\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n \"totalScore\": 209.14,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 207,\n \"commentScore\": 2.14,\n \"summary\": \"greptile-apps: Focused exclusively on providing feedback and technical oversight through 28 reviews and 5 pull request comments. Despite no direct code changes or merged pull requests this month, they maintained a high level of engagement in the review process to ensure code quality across the codebase. Their primary impact was centered on collaborative peer review and providing detailed commentary on open contributions.\"\n },\n {\n \"username\": \"0xbbjoker\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4\",\n \"totalScore\": 157.03108022381605,\n \"prScore\": 155.03108022381605,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0xbbjoker: Focused on maintenance and stability by addressing technical debt through targeted bugfix work. They contributed a single commit that modified three files, resulting in a balanced set of nine additions and eight deletions. This activity reflects a precise approach to resolving existing issues within the codebase. Their primary focus for the month was dedicated entirely to bugfix efforts across various file types.\"\n },\n {\n \"username\": \"h1-hunt\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/260165794?u=73efc04d5c05a1af9903686d9bb90265cc06ab45&v=4\",\n \"totalScore\": 135.1498814312321,\n \"prScore\": 121.2118814312321,\n \"issueScore\": 0,\n \"reviewScore\": 13.5,\n \"commentScore\": 0.43799999999999994,\n \"summary\": \"h1-hunt: Focused on expanding ecosystem capabilities through the development of new integrations, contributing over 1,400 lines of code across several open feature pull requests. Their primary impact involved introducing the Signet plugin for onchain advertising (#6491) and the Mint Club V2 plugin for bonding curve token trading (#6497, #6498). Additionally, they supported the development cycle by providing three technical reviews on active pull requests. Their work this month centered on a balanced mix of feature implementation and bugfixes, with a heavy emphasis on configuration and core code for decentralized finance and advertising plugins.\"\n },\n {\n \"username\": \"anchapin\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/6326294?u=2864a5f885294da5b54b95865b6bf6b82781e688&v=4\",\n \"totalScore\": 72.99868671293827,\n \"prScore\": 72.99868671293827,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"anchapin: Focused on enhancing system stability by implementing defensive programming patterns across the elizaos/eliza codebase. They successfully merged two key bugfix PRs, including #6471 and #6473, which introduced critical null and undefined checks to prevent runtime errors in the settings utility and bootstrap plugin. Their work this month was primarily dedicated to bugfix activities, with a significant portion of their technical contributions involving configuration and code refinements to ensure more robust data handling.\"\n },\n {\n \"username\": \"kaiclawd\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/257877415?u=2c8763bb75f5fd07b37a1939903a8b557dd7a46f&v=4\",\n \"totalScore\": 59.475878208526346,\n \"prScore\": 59.475878208526346,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"borisudovicic\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4\",\n \"totalScore\": 56,\n \"prScore\": 0,\n \"issueScore\": 56,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"borisudovicic: Focused on driving the architectural roadmap and infrastructure readiness for the Eliza App MVP launch, creating 31 issues to coordinate critical tasks across cloud integrations and user experience. They played a key role in defining infrastructure requirements for Telegram and Discord deployments (#6425, #6424), secrets management (#6410), and the implementation of a multi-tenant serverless architecture (#6415). Their contributions also spanned essential product milestones, including the rollout of OAuth providers (#6437), billing system integration (#6445), and performance optimizations to address cold start latency (#6450). Overall, their activity centered on high-level project management, infrastructure provisioning, and security auditing to ensure a stable pre-launch environment.\"\n },\n {\n \"username\": \"buzzbysolcex\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/259807261?v=4\",\n \"totalScore\": 51.22425149251019,\n \"prScore\": 50.78625149251019,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.43799999999999994,\n \"summary\": null\n },\n {\n \"username\": \"2-A-M\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/96268540?u=b7d92c0e2a91af580d09eeae862eef576955ab8a&v=4\",\n \"totalScore\": 36.63501911726088,\n \"prScore\": 36.63501911726088,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"2-A-M: Focused on critical bug fixes and feature enhancements within the Twitter plugin, notably resolving an authentication retry loop and implementing media upload capabilities via PR #48. This substantial contribution involved modifying 12 files and adding over 5,200 lines of code, demonstrating a high level of effort in stabilizing and expanding the plugin's core functionality. The work was completed efficiently with a 10-hour turnaround time to merge, ensuring immediate impact on the repository's reliability. Their primary focus this month was entirely dedicated to bugfix work and technical improvements within the elizaos-plugins/plugin-twitter codebase.\"\n },\n {\n \"username\": \"hanzlamateen\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/10975502?u=53f23921078d9a27d96751373bb44f4bd2d58bf4&v=4\",\n \"totalScore\": 34.39669771918965,\n \"prScore\": 34.39669771918965,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"hanzlamateen: Focused on infrastructure and dependency management within the elizaos/eliza repository, notably executing a significant update to the v2 dependencies and training pipeline in PR #6461. This extensive effort involved modifying over 7,000 files, signaling a major synchronization of the project's codebase and build environment. Their work demonstrated a balanced technical approach, incorporating bug fixes, refactoring, and test updates to ensure system stability. Overall, their contributions this month centered on large-scale maintenance and foundational improvements to the project's examples and training architecture.\"\n },\n {\n \"username\": \"bytes0xcr6\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/102038261?u=45bcd82b0f6cc2f6c6f8db5bdc01949b3afe7560&v=4\",\n \"totalScore\": 23.546573590279973,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 9,\n \"commentScore\": 0.2,\n \"summary\": \"bytes0xcr6: Focused on expanding the ecosystem's capabilities by integrating transaction validation services through the addition of the @proofgate/eliza-plugin to the registry via PR #254. In addition to this feature work, they contributed to the development process by providing two code reviews and engaging in technical discussions on pull requests. Their activity this month was centered on configuration management and enhancing plugin availability within the elizaos-plugins repository.\"\n },\n {\n \"username\": \"erdGeclaw\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258411179?u=4607f14fd9d7eb4b4e6d2c26964d37b47937a49c&v=4\",\n \"totalScore\": 22.034212794122055,\n \"prScore\": 22.034212794122055,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"erdGeclaw: Focused on expanding ecosystem integrations by initiating the addition of the Base L2 smart money signals plugin to the registry. This contribution, currently tracked in open PR #253, aims to integrate @erdgecrawl/plugin-base-signals into the elizaos-plugins repository. Their primary focus this month has been on enhancing signal-based functionality within the Base L2 environment.\"\n },\n {\n \"username\": \"mcp97\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/15067321?v=4\",\n \"totalScore\": 21.901026915173976,\n \"prScore\": 21.901026915173976,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"mcp97: Focused on documentation maintenance and repository cleanup within the elizaos/eliza codebase. Their primary contribution involved streamlining the project's history by removing unnecessary references in the changelog via PR #6495. This work resulted in the modification of four files, demonstrating a clear focus on documentation accuracy and administrative consistency.\"\n },\n {\n \"username\": \"kamiyo-ai\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/197570892?u=0d1ee66bdde083d3cfa339f7b2dfc1c2e8fee2fd&v=4\",\n \"totalScore\": 21.18304826901074,\n \"prScore\": 20.64304826901074,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.54,\n \"summary\": \"kamiyo-ai: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin into the registry. They submitted a configuration update to add the kamiyo-trust plugin via PR #258 in the elizaos-plugins/registry repository. Their primary focus this month was on ecosystem expansion and plugin registration.\"\n },\n {\n \"username\": \"arthur-orderly\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258538952?v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"arthur-orderly: Focused on expanding the ecosystem's trading capabilities by integrating the Arthur DEX plugin into the registry. They successfully merged PR #256 in elizaos-plugins/registry, which enables Orderly Network perpetual trading functionality. This contribution highlights a primary focus on ecosystem configuration and the integration of decentralized exchange services.\"\n },\n {\n \"username\": \"0xKairo\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258482051?u=1b8329700a063d57382def591660e68809952a16&v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0xKairo: Focused on expanding the ecosystem's integration capabilities by successfully registering a new plugin for AI agent transaction guarantees. They facilitated the addition of the @proofgate/eliza-plugin via PR #257 in the elizaos-plugins/registry repository. This contribution highlights a primary focus on feature work and configuration management to enhance the platform's utility.\"\n },\n {\n \"username\": \"ATHLSolutions\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/6761719?u=3517709343c7ed9e4e80cd95304fff0c357e58e0&v=4\",\n \"totalScore\": 14,\n \"prScore\": 14,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"ATHLSolutions: No activity this month.\"\n },\n {\n \"username\": \"10inchdev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/226776904?u=f8556423cfa0bd4464d64395c6c0d526050ba553&v=4\",\n \"totalScore\": 12.874147180559946,\n \"prScore\": 12.874147180559946,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"10inchdev: Focused on expanding the ecosystem's service offerings by integrating the MoltBazaar plugin into the registry. They successfully merged PR #255, which adds the AI Agent Job Marketplace on Base to the elizaos-plugins/registry. This contribution involved precise configuration updates to ensure the new marketplace is properly indexed and accessible. Their primary focus this month was on ecosystem expansion through configuration management.\"\n },\n {\n \"username\": \"a692570\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/182830946?u=fbc711137880cd843fea4b3b9f00013d07d40fd6&v=4\",\n \"totalScore\": 10.997573590279972,\n \"prScore\": 10.997573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"a692570: Focused on expanding the project's documentation by initiating a new integration guide for ClawdTalk voice calling. This work is currently captured in open PR #6489 within the elizaos/eliza repository. Their primary focus this month has been on enhancing developer resources and supporting third-party voice service integrations.\"\n },\n {\n \"username\": \"lawyered0\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/4802498?u=f45773fb7440d77e5c12ea1560122dd6d26632eb&v=4\",\n \"totalScore\": 10.40435169073515,\n \"prScore\": 10.40435169073515,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"lawyered0: Focused on improving the robustness of trust evaluation processing by addressing a bug in the elizaos-plugins/plugin-trust repository. They authored PR #1 to handle plain-text trust evaluation requests, contributing 46 lines of code and associated tests to ensure reliable input parsing. This work demonstrates a clear focus on bugfix stability and test coverage within the plugin's core logic.\"\n },\n {\n \"username\": \"puncar-dev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/72890404?v=4\",\n \"totalScore\": 8,\n \"prScore\": 0,\n \"issueScore\": 8,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"puncar-dev: Focused on architectural planning and feature proposals for the elizaos/eliza repository by opening four strategic issues. They outlined a comprehensive whitelisting and leaderboard system (#6469), a community-driven news injection system (#6466), and a feedback mechanism for NPC prompts (#6465). Additionally, they proposed optimizations for AI model usage during the coding process (#6467), demonstrating a primary focus on system design and community engagement features.\"\n },\n {\n \"username\": \"aite550659-max\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258900948?v=4\",\n \"totalScore\": 4,\n \"prScore\": 0,\n \"issueScore\": 4,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"aite550659-max: Focused on proposing architectural enhancements for the elizaos/eliza repository by initiating the integration of a Verifiable Audit Trail Plugin (VAL). They documented this new feature through the creation of two open issues (#6499, #6500) to outline the plugin's implementation. Their primary focus this month was on defining the requirements for verifiable auditing within the ecosystem.\"\n },\n {\n \"username\": \"thewoweffect\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/113222443?u=cb21d15b0ce815d0f68167f2eca236aad6c64598&v=4\",\n \"totalScore\": 2.3000000000000003,\n \"prScore\": 0,\n \"issueScore\": 2.1,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"thewoweffect: Focused on identifying and documenting system inefficiencies within the elizaos/eliza repository. They notably reported a bug regarding duplicate LLM calls triggered by URLs in messages (#6486) and engaged in the subsequent discussion to help resolve the issue. Their primary focus this month was on improving application reliability through bug reporting and issue triage.\"\n },\n {\n \"username\": \"saoirse102345-blip\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258542122?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"saoirse102345-blip: Focused on expanding the ecosystem's capabilities by proposing a new architectural direction for financial transactions. They initiated a feature request for a Payment Infrastructure Plugin to enable agent-to-agent and agent-to-user payments within the elizaos/eliza repository (#6443). This contribution highlights a strategic focus on developing core utility and financial interoperability for the platform.\"\n },\n {\n \"username\": \"mbatini\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/34915878?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"fiv3fingers\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/59544796?u=58c2849a3bd9087a4d2e0a5d31ba3cba75babfd6&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"fiv3fingers: Focused on expanding the security capabilities of the platform by proposing the integration of a new audit module. They initiated this effort by opening issue #6468 in elizaos/eliza to advocate for the addition of an EVM audit module. Their primary focus this month was on architectural planning and security enhancements within the EVM ecosystem.\"\n },\n {\n \"username\": \"coolRoger\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/33861624?u=ae40d02de875befc512751127f1082a22b464264&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"coolRoger: Focused on expanding integration flexibility by identifying a need for custom OpenAI endpoint support. They initiated a feature request in elizaos/eliza (#6490) to allow for greater configuration options within the OpenAI provider. Their primary focus this month was on architectural feedback and enhancing the extensibility of the platform's API connections.\"\n },\n {\n \"username\": \"basedmereum\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/223933470?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"basedmereum: Focused on expanding ecosystem capabilities by proposing the integration of the SOLPRISM plugin for verifiable AI reasoning on Solana. This contribution was initiated through the creation of issue #6454 in the elizaos/eliza repository. Their primary focus this month was on architectural planning for blockchain-based AI verification.\"\n },\n {\n \"username\": \"JKHeadley\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/12631935?u=e1a3e2005973fbf5526f5dccd04b6310e2476946&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"JKHeadley: Focused on ecosystem expansion and strategic integration by proposing the MoltBridge Trust & Discovery Layer as an enhancement for the Eliza framework. This contribution, detailed in issue elizaos/eliza#6501, outlines a path for improving discovery and trust mechanisms within the project. Their primary focus this month was on architectural planning and integration proposals.\"\n },\n {\n \"username\": \"tdnupe3\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&v=4\",\n \"totalScore\": 0.2,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": null\n }\n ],\n \"newPRs\": 31,\n \"mergedPRs\": 18,\n \"newIssues\": 38,\n \"closedIssues\": 63,\n \"activeContributors\": 29\n}\n---\n[\"lalalune_day_2026-02-13\", \"lalalune\", \"day\", \"2026-02-13\", \"lalalune: Focused on bugfix work, modifying 14 files with a net addition of 158 lines across 3 commits, indicating a primary focus on addressing existing issues.\", \"2026-02-15T23:19:49.794Z\"]\n[\"greptile-apps_day_2026-02-13\", \"greptile-apps\", \"day\", \"2026-02-13\", \"greptile-apps: No activity today.\", \"2026-02-15T23:19:49.797Z\"]\n[\"h1-hunt_day_2026-02-13\", \"h1-hunt\", \"day\", \"2026-02-13\", \"h1-hunt: Focused on feature and bugfix work, opening two PRs (elizaos/eliza#6498, elizaos/eliza#6497) related to adding a Mint Club V2 plugin, and modified 7 files with a significant net addition of 423 lines, primarily in config and code files.\", \"2026-02-15T23:19:49.896Z\"]\n[\"odilitime_day_2026-02-13\", \"odilitime\", \"day\", \"2026-02-13\", \"odilitime: Focused on feature and bugfix work, modifying 23 files with a net addition of 609 lines, primarily in configuration files, and has an open PR, elizaos/eliza#6496, for a chat example.\", \"2026-02-15T23:19:49.898Z\"]\n[\"greptile-apps_day_2026-02-14\", \"greptile-apps\", \"day\", \"2026-02-14\", \"greptile-apps: No activity today.\", \"2026-02-15T23:19:56.460Z\"]\n[\"aite550659-max_day_2026-02-14\", \"aite550659-max\", \"day\", \"2026-02-14\", \"aite550659-max: Focused on initiating new feature development by creating two issues, elizaos/eliza#6500 and elizaos/eliza#6499, both aimed at adding a \\\"Verifiable Audit Trail Plugin (VAL)\\\".\", \"2026-02-15T23:19:56.634Z\"]\n[\"lawyered0_day_2026-02-14\", \"lawyered0\", \"day\", \"2026-02-14\", \"lawyered0: Focused on bugfix work, opening PR elizaos-plugins/plugin-trust#1 to address plain-text trust evaluation requests, which involved modifying 2 files with a balanced contribution to both code and tests.\", \"2026-02-15T23:19:56.819Z\"]\n[\"lalalune_day_2026-02-14\", \"lalalune\", \"day\", \"2026-02-14\", \"lalalune: Focused on both feature work and bug fixes, modifying 39 files with a net addition of 919 lines of code across two commits.\", \"2026-02-15T23:19:56.582Z\"]\n[\"odilitime_day_2026-02-14\", \"odilitime\", \"day\", \"2026-02-14\", \"odilitime: Focused on significant feature development, contributing to the open PR elizaos-plugins/plugin-openai#24, which involved substantial code changes across 14 files (+1360/-422 lines) primarily in feature work and documentation.\", \"2026-02-15T23:19:56.825Z\"]\n[\"lalalune_day_2026-02-15\", \"lalalune\", \"day\", \"2026-02-15\", \"lalalune: Focused on feature work, making a single commit that modified 10 files with a net addition of 630 lines, indicating significant development.\", \"2026-02-15T23:19:57.297Z\"]\n[\"kamiyo-ai_day_2026-02-15\", \"kamiyo-ai\", \"day\", \"2026-02-15\", \"kamiyo-ai: Initiated work on a new plugin, opening PR elizaos-plugins/registry#258 to add \\\"plugin-kamiyo-trust\\\" and making a small configuration change.\", \"2026-02-15T23:19:57.083Z\"]\n[\"JKHeadley_day_2026-02-15\", \"JKHeadley\", \"day\", \"2026-02-15\", \"JKHeadley: Today, JKHeadley focused on strategic planning and integration, creating an issue in elizaos/eliza (#6501) to propose an \\\"Integration Proposal: MoltBridge Trust & Discovery Layer as E...\\\".\", \"2026-02-15T23:19:56.636Z\"]\n---\n2026-02-19T08:49:19.330701+00:00Z\n---\n2026-02-19\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-02-18\n---\nai_news_elizaos_discord_md_2026-02-17\n---\nai_news_elizaos_discord_md_2026-02-16\n---\nai_news_elizaos_daily_json_2026-02-18\n---\nai_news_elizaos_daily_md_2026-02-18\n---\nai_news_elizaos_daily_discord_json_2026-02-18\n---\nai_news_elizaos_daily_discord_md_2026-02-18\n---\ngithub_summaries_week_latest_2026-02-15.md\n---\ngithub_summaries_month_latest_2026-02-01.md\n---\ngithub_summaries_daily_2026-02-19" ] }