{ "report_id": "HELP-2026-01", "month": "2026-01", "date_range": { "start": "2026-01-01", "end": "2026-01-31" }, "summary": { "total_helps": 301, "total_weighted_helps": 263.6, "unique_helpers": 60, "unique_helpees": 124, "channels_analyzed": [ "core-devs", "\ud83d\udcac-coders", "\ud83d\udcac-discussion", "\ud83e\udd47-partners" ], "top_channels": [ { "channel": "\ud83d\udcac-discussion", "helps": 133 }, { "channel": "\ud83d\udcac-coders", "helps": 100 }, { "channel": "core-devs", "helps": 54 }, { "channel": "\ud83e\udd47-partners", "helps": 14 } ] }, "contributor_profiles": { "Omid Sa": { "total_helps": 18, "weighted_helps": 18.0, "unique_helpees": 12, "channels": { "\ud83d\udcac-discussion": 10, "\ud83d\udcac-coders": 8 }, "topics": { "Migration support": 5, "General": 6, "Plugin development": 5, "Troubleshooting": 1, "API/Configuration": 2, "Discord setup": 1 }, "resolution_quality": { "successful": 0, "partial": 18, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "BoulderMagic", "context": "Finding token contract for ElizaOS", "resolution": "Directed to pinned messages channel" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-coders", "helpee": "i3", "context": "Understanding ElizaOS capabilities and use cases", "resolution": "Directed to documentation and example projects in specific channels" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-discussion", "helpee": "InvB (implied)", "context": "Browser plugin version checking issue", "resolution": "Advised to check if using latest version and verify Chrome store updates if using Microsoft Edge" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-discussion", "helpee": "BingBongBing", "context": "Status of DegenAI development", "resolution": "Confirmed that Odlitime is actively working on development" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-coders", "helpee": "i3", "context": "Understanding ElizaOS capabilities and use cases", "resolution": "Directed to documentation and example projects in other channels" } ] }, "Borko": { "total_helps": 7, "weighted_helps": 4.0, "unique_helpees": 5, "channels": { "\ud83d\udcac-discussion": 1, "core-devs": 6 }, "topics": { "General": 2, "API/Configuration": 3, "Model/LLM": 2, "Plugin development": 1, "Deployment": 2 }, "resolution_quality": { "successful": 1, "partial": 6, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "Rainman", "context": "Looking for roadmap and project information", "resolution": "Provided GitHub roadmap link" }, { "date": "2026-01-04", "channel": "core-devs", "helpee": "Team members", "context": "Anthropic API key rotation needed", "resolution": "Successfully rotated keys and distributed new credentials via DM" }, { "date": "2026-01-05", "channel": "core-devs", "helpee": "Team", "context": "API key security", "resolution": "Rotated Anthropic keys and distributed new credentials via DM" }, { "date": "2026-01-05", "channel": "core-devs", "helpee": "Kenk", "context": "Incorrect Eigenlayer information", "resolution": "Identified error and agreed to omit from future content" }, { "date": "2026-01-12", "channel": "core-devs", "helpee": "Stan \u26a1", "context": "Expired ANTHROPIC_API_KEY causing CI job failures on Claude analysis", "resolution": "Created separate API key for CI/CD" } ] }, "The Light": { "total_helps": 5, "weighted_helps": 5.0, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 5 }, "topics": { "Discord setup": 1, "Plugin development": 1, "Troubleshooting": 2, "Migration support": 2, "General": 2 }, "resolution_quality": { "successful": 0, "partial": 5, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "Chief", "context": "Discord plugin compatibility question", "resolution": "Directed to development channel for technical support" }, { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "Doho Felipe", "context": "Migration issues with Tangem wallet showing 0 tokens", "resolution": "Directed to migration support channel" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-discussion", "helpee": "Doho Felipe", "context": "Migration issues with ai16z tokens", "resolution": "Directed to support channel multiple times" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-discussion", "helpee": "Davenci", "context": "Finding where Hyperscape developers and interested parties communicate", "resolution": "Informed about developer Discord and suggested DMing Shaw for access" }, { "date": "2026-01-04", "channel": "\ud83d\udcac-discussion", "helpee": "Davenci", "context": "Finding Hyperscape developer community", "resolution": "Directed to DM Shaw for developer Discord access" } ] }, "Kenk": { "total_helps": 25, "weighted_helps": 24.5, "unique_helpees": 21, "channels": { "\ud83d\udcac-discussion": 19, "\ud83d\udcac-coders": 5, "core-devs": 1 }, "topics": { "Plugin development": 2, "General": 13, "Migration support": 8, "Troubleshooting": 3, "Deployment": 1, "API/Configuration": 1, "Database": 1 }, "resolution_quality": { "successful": 2, "partial": 23, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "D7zango", "context": "Confirming vibrator plugin project authenticity", "resolution": "Confirmed it was a legitimate team plugin project" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-discussion", "helpee": "D7zango", "context": "Confirming ElizaOS plugin development", "resolution": "Confirmed the vibrator clip was from a team working on an Eliza plugin" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-discussion", "helpee": "CubeX", "context": "Clarifying ticket system usage", "resolution": "Explained tickets are for migration support, not business development" }, { "date": "2026-01-04", "channel": "\ud83d\udcac-discussion", "helpee": "kikomana", "context": "Confusion about ELIZA token relationship to ElizaOS", "resolution": "Clarified they are unrelated projects" }, { "date": "2026-01-05", "channel": "\ud83d\udcac-discussion", "helpee": "aicodeflow", "context": "New developer seeking connection opportunities", "resolution": "Suggested connecting with specific user and mentioned upcoming open sessions" } ] }, "satsbased": { "total_helps": 11, "weighted_helps": 11.0, "unique_helpees": 6, "channels": { "\ud83d\udcac-discussion": 11 }, "topics": { "Plugin development": 2, "General": 9 }, "resolution_quality": { "successful": 0, "partial": 11, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "mhmdammar", "context": "Smart contract development guidance needed", "resolution": "Directed to development channel for technical assistance" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-discussion", "helpee": "mhmdammar", "context": "Smart contract development question about NFT marketplace implementation", "resolution": "Redirected to appropriate development channel for technical support" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-discussion", "helpee": "Alex Sv", "context": "Understanding what ElizaOS is", "resolution": "Explained it's an open source AI framework for AI agents" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-discussion", "helpee": "Alex Sv", "context": "Understanding what ElizaOS is and how it compares to other systems", "resolution": "Clarified that ElizaOS is an open-source AI framework for AI agents, similar to Linux for autonomous AI agents" }, { "date": "2026-01-04", "channel": "\ud83d\udcac-discussion", "helpee": "Nise", "context": "Developer seeking contribution opportunities", "resolution": "Directed to appropriate contribution channel" } ] }, "Arceon": { "total_helps": 4, "weighted_helps": 3.5, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 4 }, "topics": { "General": 3, "Migration support": 1 }, "resolution_quality": { "successful": 1, "partial": 3, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-discussion", "helpee": "Silverizer23", "context": "Discussion about AI agents and USD narrative", "resolution": "Redirected to appropriate trading discussion channel" }, { "date": "2026-01-15", "channel": "\ud83d\udcac-discussion", "helpee": "General community", "context": "Eligibility questions for migration", "resolution": "Clarified that only users who bought ai16z before snapshot can migrate, directed to specific channel" }, { "date": "2026-01-20", "channel": "\ud83d\udcac-discussion", "helpee": "Trippinnutcuzz", "context": "Question about cultanime and team involvement", "resolution": "Explained the first coding was from Shaw, then bags coin team, and now that coder works on Eliza Town" }, { "date": "2026-01-22", "channel": "\ud83d\udcac-discussion", "helpee": "The Three Words", "context": "Warning about potential scam after Pebbles offered to DM", "resolution": "Successfully warned user not to engage with DM offer" } ] }, "Odilitime": { "total_helps": 49, "weighted_helps": 43.4, "unique_helpees": 36, "channels": { "\ud83d\udcac-coders": 14, "\ud83d\udcac-discussion": 25, "core-devs": 7, "\ud83e\udd47-partners": 3 }, "topics": { "Troubleshooting": 6, "Plugin development": 6, "Model/LLM": 3, "General": 19, "Discord setup": 7, "Deployment": 5, "Migration support": 14, "API/Configuration": 2, "Twitter/Social": 1 }, "resolution_quality": { "successful": 3, "partial": 46, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-coders", "helpee": "Ilum", "context": "Ilum wanted to find the main codebase to work on issues", "resolution": "Odilitime shared the plugin-github repository link (https://github.com/elizaos-plugins/plugin-github)" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-coders", "helpee": "Omid Sa", "context": "Using custom models with specific providers", "resolution": "Provided technical solution using useModel with provider option" }, { "date": "2026-01-05", "channel": "\ud83d\udcac-discussion", "helpee": "aicodeflow", "context": "Developer interested in contributing to Spartan/ElizaOS", "resolution": "Explained plugin-based architecture and directed to GitHub repositories for plugins" }, { "date": "2026-01-06", "channel": "\ud83d\udcac-discussion", "helpee": "DigitalDiva", "context": "Discord plugin unable to detect server ID, username, or server owner in v1.7.0", "resolution": "Identified serverId to messageServerId transition issue, recommended downgrading to v1.6.5 or using odi-17 branch with fixes" }, { "date": "2026-01-06", "channel": "\ud83d\udcac-discussion", "helpee": "aicodeflow", "context": "Wanting to contribute to ElizaOS ecosystem", "resolution": "Connected them to Spartan project for DeFi utilities and explained plugin-based architecture" } ] }, "Stan \u26a1": { "total_helps": 22, "weighted_helps": 15.75, "unique_helpees": 12, "channels": { "\ud83d\udcac-coders": 10, "core-devs": 12 }, "topics": { "Troubleshooting": 3, "API/Configuration": 4, "Database": 1, "General": 9, "Model/LLM": 3, "Plugin development": 4, "Deployment": 5, "Twitter/Social": 1 }, "resolution_quality": { "successful": 0, "partial": 22, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-01", "channel": "\ud83d\udcac-coders", "helpee": "Unknown user (Discord ID 177801706963337216)", "context": "User appeared to have database or setup issues", "resolution": "Stan asked diagnostic questions about database status, CLI version, and recent changes; offered DM support" }, { "date": "2026-01-01", "channel": "core-devs", "helpee": "cjft", "context": "Working on PR #6286 related to streaming functionality", "resolution": "Stan tested streaming, confirmed it works well, and added improvements and small fixes to the PR" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-coders", "helpee": "Omid Sa", "context": "Implementing multiple AI models (Anthropic & OpenAI) for different tasks in one agent", "resolution": "Recommended using Openrouter plugin with provider/LLM model definitions in env file, provided GitHub link to default models" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-coders", "helpee": "Omid Sa", "context": "Deploying agent with custom plugins not yet in cloud", "resolution": "Suggested deploying inside cloud containers using ElizaOS CLI one-command deployment with dashboard access" }, { "date": "2026-01-02", "channel": "\ud83d\udcac-coders", "helpee": "i3", "context": "Understanding ElizaOS value proposition", "resolution": "Explained framework benefits including databases, embeddings, model abstraction, APIs, composable tools, logging, and infrastructure" } ] }, "sam": { "total_helps": 4, "weighted_helps": 3.0, "unique_helpees": 3, "channels": { "\ud83d\udcac-coders": 2, "core-devs": 2 }, "topics": { "API/Configuration": 2, "Discord setup": 1, "General": 2 }, "resolution_quality": { "successful": 0, "partial": 4, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-02", "channel": "\ud83d\udcac-coders", "helpee": "DigitalDiva", "context": "Integrating AI agent into website with API key", "resolution": "Provided reference implementation (link not visible in transcript)" }, { "date": "2026-01-03", "channel": "\ud83d\udcac-coders", "helpee": "DigitalDiva", "context": "API integration for website", "resolution": "Provided reference link for implementation" }, { "date": "2026-01-28", "channel": "core-devs", "helpee": "shaw", "context": "Figma diagram was wiped out", "resolution": "Requested reshare of the diagram" }, { "date": "2026-01-30", "channel": "core-devs", "helpee": "Odilitime", "context": "Confusion about whether openclaw.ai was a fork or rename", "resolution": "Confirmed it was a rename, resolving the confusion" } ] }, "Hexx \ud83c\udf10": { "total_helps": 10, "weighted_helps": 10.0, "unique_helpees": 7, "channels": { "\ud83d\udcac-discussion": 10 }, "topics": { "General": 5, "Discord setup": 2, "Migration support": 5, "Twitter/Social": 2 }, "resolution_quality": { "successful": 0, "partial": 10, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-04", "channel": "\ud83d\udcac-discussion", "helpee": "kikomana", "context": "Potential scam link in chat", "resolution": "Confirmed scammer was reported and banned, warned about DM scams" }, { "date": "2026-01-05", "channel": "\ud83d\udcac-discussion", "helpee": "kikomana", "context": "User received scam link in chat", "resolution": "Warned that anyone DMing first is a scammer, scammer was reported and banned" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "XXI_Rapax", "context": "Unable to post in migration-questions channel", "resolution": "Directed to verify in start-here channel to gain access" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "Casinomew", "context": "Looking for migration question section", "resolution": "Directed to migration-questions and migration-support channels" }, { "date": "2026-01-08", "channel": "\ud83d\udcac-discussion", "helpee": "XXI_Rapax", "context": "User couldn't post in migration questions channel", "resolution": "Directed user to verify themselves in the verification channel to gain access" } ] }, "sayonara": { "total_helps": 8, "weighted_helps": 6.5, "unique_helpees": 6, "channels": { "\ud83d\udcac-coders": 5, "core-devs": 3 }, "topics": { "Troubleshooting": 2, "Deployment": 1, "Model/LLM": 2, "Discord setup": 1, "General": 1, "Plugin development": 3, "Migration support": 3, "API/Configuration": 1 }, "resolution_quality": { "successful": 0, "partial": 8, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-04", "channel": "\ud83d\udcac-coders", "helpee": "Andrei Mitrea", "context": "MCP server TEXT_EMBEDDING error with Anthropic", "resolution": "Suggested adding OpenAI key for embedding and placing OpenAI plugin after Anthropic" }, { "date": "2026-01-05", "channel": "\ud83d\udcac-coders", "helpee": "Andrei Mitrea", "context": "TEXT_EMBEDDING error with Anthropic MCP integration", "resolution": "Suggested adding OpenAI key and placing OpenAI plugin after Anthropic" }, { "date": "2026-01-11", "channel": "core-devs", "helpee": "Stan \u26a1", "context": "Clarification needed on agent architecture design pattern", "resolution": "Explained the system uses separate human simulator/evaluator rather than subagent architecture" }, { "date": "2026-01-15", "channel": "\ud83d\udcac-coders", "helpee": "Lxa", "context": "Looking for Polymarket plugin implementation", "resolution": "Recommended alternative plugin at github.com/Okay-Bet/plugin-polymarket" }, { "date": "2026-01-17", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "Wallet address mismatch between Polymarket Builder address and derived private key address", "resolution": "Explained Polymarket uses Safe multisig proxy wallet architecture, provided documentation link" } ] }, "R0am | tip.md": { "total_helps": 6, "weighted_helps": 3.0, "unique_helpees": 4, "channels": { "core-devs": 6 }, "topics": { "General": 4, "Plugin development": 2 }, "resolution_quality": { "successful": 2, "partial": 4, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-04", "channel": "core-devs", "helpee": "sayonara (user 498273781589213185)", "context": "Sharing tool similar to slidegen with prompt variations", "resolution": "Proposed creating nano banana version of the tool" }, { "date": "2026-01-05", "channel": "core-devs", "helpee": "Team", "context": "Tool sharing for prompt variations", "resolution": "Shared tool similar to slidegen that generates 5 variations of same prompt" }, { "date": "2026-01-08", "channel": "core-devs", "helpee": "jin", "context": "Need for collaboration on converting elizaos plugins to skills", "resolution": "R0am volunteered to collaborate and shared their skills-building approach with .md instructions and deterministic scripts" }, { "date": "2026-01-08", "channel": "core-devs", "helpee": "Agent Joshua \u20b1 | TEE", "context": "Challenge with building effective workflows for skill chaining", "resolution": "Shared Reddit reference about successfully linking subagents that could apply to skills" }, { "date": "2026-01-09", "channel": "core-devs", "helpee": "jin", "context": "Need collaboration on converting elizaos plugins to skills", "resolution": "R0am volunteered and shared technical approach using folders with .md instructions and deterministic scripts" } ] }, "! \"\ua682.\u0d21\ud835\udc52\ud835\udcb6\ud835\udccb\ud835\udc52\ud835\udcc7": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Troubleshooting": 1, "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-05", "channel": "\ud83d\udcac-coders", "helpee": "Andrei Mitrea", "context": "Destructive migration error on second elizaos start", "resolution": "Explained the cause and provided ELIZA_ALLOW_DESTRUCTIVE_MIGRATIONS=true solution" } ] }, "shaw": { "total_helps": 12, "weighted_helps": 8.5, "unique_helpees": 8, "channels": { "\ud83d\udcac-discussion": 2, "core-devs": 7, "\ud83d\udcac-coders": 3 }, "topics": { "Discord setup": 4, "Troubleshooting": 2, "API/Configuration": 2, "Plugin development": 4, "Deployment": 2, "General": 2, "Database": 1, "Migration support": 2 }, "resolution_quality": { "successful": 1, "partial": 11, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-06", "channel": "\ud83d\udcac-discussion", "helpee": "DigitalDiva", "context": "Discord bot permission and configuration issues", "resolution": "Suggested creating minimal hello world script with Discord.js to isolate permission issues from Discord developer portal" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "DigitalDiva", "context": "Discord bot not responding, not seeing server ID, showing bootstrap plugin errors", "resolution": "Recommended creating simple hello world script with discord.js to isolate permission issues, logging env vars to verify configuration" }, { "date": "2026-01-10", "channel": "core-devs", "helpee": "Stan \u26a1", "context": "Stan building MMO game bots and mentioned working on World of Warcraft", "resolution": "Shaw shared the Hyperscape project which already has agents playing RuneScape and other MMOs, offering collaboration opportunity" }, { "date": "2026-01-12", "channel": "core-devs", "helpee": "cjft", "context": "Performance optimization discussion for Eliza 2.0 with Rust runtime", "resolution": "Clarified that runtime overhead is minimal; latency comes from APIs, network, and DB" }, { "date": "2026-01-12", "channel": "core-devs", "helpee": "Odilitime", "context": "Understanding OAuth relay hosting and OIDC transfer capabilities", "resolution": "Confirmed cloud can act as callback endpoint and APIs already exist" } ] }, "Casino": { "total_helps": 2, "weighted_helps": 2.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 2 }, "topics": { "Discord setup": 2, "Troubleshooting": 2 }, "resolution_quality": { "successful": 0, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-06", "channel": "\ud83d\udcac-discussion", "helpee": "DigitalDiva", "context": "Discord bot permission problems", "resolution": "Recommended limiting scope/permissions and working back to desired features" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "DigitalDiva", "context": "Discord bot permission problems", "resolution": "Suggested limiting scope/permissions and working back to desired features incrementally" } ] }, "! \"\ua682.\u0d21\ud835\udc52\ud835\udcb6\ud835\udccb\ud835\udc52\ud835\udcc7\"": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Troubleshooting": 1, "Migration support": 1, "Database": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-06", "channel": "\ud83d\udcac-coders", "helpee": "Andrei Mitrea", "context": "Database migration error blocking second run of elizaos start due to destructive schema changes", "resolution": "Provided environment variable solution (ELIZA_ALLOW_DESTRUCTIVE_MIGRATIONS=true) with context about dev vs production usage" } ] }, "cjft": { "total_helps": 12, "weighted_helps": 12.0, "unique_helpees": 5, "channels": { "\ud83d\udcac-coders": 11, "\ud83d\udcac-discussion": 1 }, "topics": { "Troubleshooting": 4, "API/Configuration": 1, "Model/LLM": 2, "Deployment": 6, "Database": 2, "Twitter/Social": 2, "General": 3, "Plugin development": 1 }, "resolution_quality": { "successful": 0, "partial": 12, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-06", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "\"Model not found\" error when calling agent API endpoints from website", "resolution": "Explained correct model parameter format requiring provider prefixes (openai/, anthropic/, google/)" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "\"Model not found\" error when building elizaoscloud agents into website", "resolution": "Provided correct model parameter formats with provider prefixes (openai/gpt-4o-mini, anthropic/claude-sonnet-4.5, google/gemini-2.5-flash)" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-coders", "helpee": "Omid Sa", "context": "Uncertainty about database choice for Elizacloud container deployment", "resolution": "Confirmed either Pglite or PostgreSQL would work" }, { "date": "2026-01-08", "channel": "\ud83d\udcac-coders", "helpee": "Omid Sa", "context": "Database selection for ElizaCloud container deployment", "resolution": "Confirmed both PgLite and PostgreSQL are compatible options" }, { "date": "2026-01-08", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "ElizaCloud app creator showing operation failed errors", "resolution": "Confirmed service is operational, noted it's an early feature" } ] }, "jin": { "total_helps": 5, "weighted_helps": 2.75, "unique_helpees": 2, "channels": { "core-devs": 3, "\ud83d\udcac-coders": 2 }, "topics": { "General": 5 }, "resolution_quality": { "successful": 0, "partial": 5, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-06", "channel": "core-devs", "helpee": "Stan \u26a1", "context": "Looking for HackMD team workspace", "resolution": "Provided link to existing workspace at hackmd.io/@elizaos/book" }, { "date": "2026-01-07", "channel": "core-devs", "helpee": "Stan \u26a1", "context": "Stan asked about HackMD workspace availability", "resolution": "jin confirmed existence and provided link to the HackMD book" }, { "date": "2026-01-09", "channel": "\ud83d\udcac-coders", "helpee": "DorianD", "context": "Looking for technical implementation for AI image analysis agent", "resolution": "Provided GitHub repository link to deepface library as a starting point" }, { "date": "2026-01-18", "channel": "\ud83d\udcac-coders", "helpee": "General community", "context": "Developers wanting to build agents for Eliza ecosystem", "resolution": "Shared elizaOS/knowledge repository as resource for agent development" }, { "date": "2026-01-28", "channel": "core-devs", "helpee": "Community", "context": "Developers needing bootstrapping guidance for Eliza", "resolution": "Updated MCP in elizaos.github.io and suggested creating skill for pointing to docs, knowledge repo, ai-news or hiscores" } ] }, "FoRever_BIG": { "total_helps": 2, "weighted_helps": 2.0, "unique_helpees": 2, "channels": { "\ud83d\udcac-discussion": 2 }, "topics": { "Migration support": 2 }, "resolution_quality": { "successful": 0, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "Dabel", "context": "Seeking help with migration ticket", "resolution": "Directed to migration-support channel" }, { "date": "2026-01-08", "channel": "\ud83d\udcac-discussion", "helpee": "KARA", "context": "Confusion about Bithumb migration support", "resolution": "Confirmed Bithumb will support the ai16z to elizaOS token swap" } ] }, "sb": { "total_helps": 5, "weighted_helps": 5.0, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 5 }, "topics": { "General": 5 }, "resolution_quality": { "successful": 0, "partial": 5, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "elizafan222", "context": "Question about Bazaar in Kamiyo protocol commit", "resolution": "Explained Bazaar is decentralized marketplace for agents on Jeju, the appstore for agents" }, { "date": "2026-01-07", "channel": "\ud83d\udcac-discussion", "helpee": "aicodeflow", "context": "Looking to contribute as AI and full-stack developer", "resolution": "Directed to contribute in dev channel, noted ElizaOS is open source" }, { "date": "2026-01-08", "channel": "\ud83d\udcac-discussion", "helpee": "elizafan222", "context": "Question about bazaar in Jeju protocol commit", "resolution": "Explained bazaar is the decentralized marketplace/appstore for agents on Jeju" }, { "date": "2026-01-08", "channel": "\ud83d\udcac-discussion", "helpee": "aicodeflow", "context": "AI and full-stack developer looking to contribute", "resolution": "Directed to developer channel to contribute to open source ElizaOS" }, { "date": "2026-01-13", "channel": "\ud83d\udcac-discussion", "helpee": "anon", "context": "Uncertainty about whether bao was an official team agent", "resolution": "Clarified no agents were created by the official team" } ] }, "DorianD": { "total_helps": 13, "weighted_helps": 11.5, "unique_helpees": 10, "channels": { "\ud83d\udcac-discussion": 5, "\ud83e\udd47-partners": 5, "\ud83d\udcac-coders": 3 }, "topics": { "General": 5, "Plugin development": 1, "Migration support": 4, "Discord setup": 2, "Twitter/Social": 1 }, "resolution_quality": { "successful": 1, "partial": 12, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-08", "channel": "\ud83d\udcac-discussion", "helpee": "Skullcross", "context": "Question about Jeju platform naming", "resolution": "Explained Jeju is a Korean island used for testing new technology before wider rollout" }, { "date": "2026-01-09", "channel": "\ud83d\udcac-discussion", "helpee": "Skullcross", "context": "Question about JEJU platform naming origin", "resolution": "Explained that Jeju is a Korean island used for testing new technology before nationwide rollout, and provided pronunciation guidance" }, { "date": "2026-01-10", "channel": "\ud83e\udd47-partners", "helpee": "shaw", "context": "Concerns about convincing enterprise customers", "resolution": "Acknowledged that large enterprises are unlikely targets due to complexity and CIO resistance to AI-driven code replacement" }, { "date": "2026-01-14", "channel": "\ud83d\udcac-discussion", "helpee": "\ucf54\uc778\ucf00\uc778", "context": "Received suspicious migration message from \"elizaOS live support\"", "resolution": "Confirmed it's fake, directed to check labs-announcements channel for official migration info" }, { "date": "2026-01-17", "channel": "\ud83d\udcac-coders", "helpee": "Est", "context": "Off-topic Instagram page selling request", "resolution": "Redirected to use Google or Claude for finding appropriate platforms" } ] }, "Agent Joshua \u20b1 | TEE": { "total_helps": 2, "weighted_helps": 1.0, "unique_helpees": 2, "channels": { "core-devs": 2 }, "topics": { "General": 1, "Deployment": 1 }, "resolution_quality": { "successful": 0, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-09", "channel": "core-devs", "helpee": "jin and R0am | tip.md", "context": "Understanding skill workflow complexity", "resolution": "Shared concrete example of multi-step skill chaining workflow (specialized skill \u2192 PDF \u2192 filesystem \u2192 display)" }, { "date": "2026-01-31", "channel": "core-devs", "helpee": "s", "context": "Need to move fast on Babylon TEE deployment", "resolution": "Offered to help get it setup and discuss in group chat how to move quickly" } ] }, "e": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-10", "channel": "\ud83d\udcac-discussion", "helpee": "ElizaBAO", "context": "Question about what gudtek token is", "resolution": "Explained it's a token that spiked to 170-200k MC with no links, possibly a larp" } ] }, "ElizaBAO": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Twitter/Social": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-10", "channel": "\ud83d\udcac-discussion", "helpee": "shadowforceone", "context": "Confusion about multiple Eliza accounts on X.com", "resolution": "Clarified that elizaos is the only official account" } ] }, "MDMnvest": { "total_helps": 3, "weighted_helps": 3.0, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 3 }, "topics": { "General": 2, "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 3, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-11", "channel": "\ud83d\udcac-discussion", "helpee": "mattish", "context": "User almost fell for scammers", "resolution": "Directed to never click links unless in official announcement or links channels, provided channel references" }, { "date": "2026-01-29", "channel": "\ud83d\udcac-discussion", "helpee": "Sarthak", "context": "ElizaOS tokens on ETH chain showing zero liquidity and unable to migrate", "resolution": "Directed to migration channel for assistance" }, { "date": "2026-01-30", "channel": "\ud83d\udcac-discussion", "helpee": "Eric Spangler", "context": "Unable to withdraw", "resolution": "Directed to FAQ channel and ticket system" } ] }, "$cott": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Troubleshooting": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-11", "channel": "\ud83d\udcac-coders", "helpee": "Unknown", "context": "Agent loop issue diagnosis", "resolution": "Identified the problem as a loop issue" } ] }, "sedano.npc": { "total_helps": 4, "weighted_helps": 3.5, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 1, "\ud83d\udcac-coders": 3 }, "topics": { "Troubleshooting": 1, "Twitter/Social": 1, "Database": 1, "General": 2 }, "resolution_quality": { "successful": 0, "partial": 4, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-13", "channel": "\ud83d\udcac-discussion", "helpee": "Alexei", "context": "Twitter Spaces technical problems", "resolution": "Confirmed iOS works fine most of the time for hosting spaces" }, { "date": "2026-01-14", "channel": "\ud83d\udcac-coders", "helpee": "sedano.npc", "context": "Finding vector DB + RAG solution for Eliza", "resolution": "Self-discovered plugin-knowledge GitHub repository" }, { "date": "2026-01-14", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "Questions about Polymarket auto-trading with Eliza agents", "resolution": "Directed to upcoming Shaw tutorial stream and shared plugin-polymarket repository link" }, { "date": "2026-01-23", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO and community", "context": "Need for live sports data access for prediction agents", "resolution": "Shared Sportradar ElizaOS Plugin v.01 providing live NBA data integration" } ] }, "0xbbjoker": { "total_helps": 12, "weighted_helps": 11.5, "unique_helpees": 6, "channels": { "\ud83d\udcac-coders": 12 }, "topics": { "General": 3, "Discord setup": 4, "Plugin development": 5, "Troubleshooting": 5, "Migration support": 3, "Database": 2, "Twitter/Social": 2, "Model/LLM": 1, "Deployment": 1 }, "resolution_quality": { "successful": 2, "partial": 10, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-13", "channel": "\ud83d\udcac-coders", "helpee": "implied community", "context": "Knowledge upload process for Eliza OS monorepo", "resolution": "Provided complete step-by-step instructions including CLI linking, plugin configuration, directory setup, and debug execution" }, { "date": "2026-01-13", "channel": "\ud83d\udcac-coders", "helpee": "ballofrain", "context": "Clarifying implementation approach for facts management", "resolution": "Confirmed ballofrain's approach of modifying plugin-bootstrap directly" }, { "date": "2026-01-21", "channel": "\ud83d\udcac-coders", "helpee": "DigitalDiva", "context": "Discord plugin not working after version rollback to 1.6.5", "resolution": "Advised updating to elizaos 1.7.2 and plugin-discord 1.3.7 using `elizaos update` command" }, { "date": "2026-01-21", "channel": "\ud83d\udcac-coders", "helpee": "DigitalDiva", "context": "PostgreSQL migration failing with CREATE TABLE errors and system searching for PGLite instead of postgres", "resolution": "Recommended migrating to latest versions and dropping the database for fresh instance if no critical data exists" }, { "date": "2026-01-22", "channel": "\ud83d\udcac-coders", "helpee": "DigitalDiva", "context": "Database migration failing with \"CREATE SCHEMA IF NOT EXISTS migrations\" error on both local and Aiven Postgres", "resolution": "Successfully resolved by switching to Neon database instead of Aiven" } ] }, "Broccolex": { "total_helps": 3, "weighted_helps": 2.7, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 2, "\ud83e\udd47-partners": 1 }, "topics": { "Troubleshooting": 1, "Migration support": 2, "Twitter/Social": 1 }, "resolution_quality": { "successful": 0, "partial": 3, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-14", "channel": "\ud83d\udcac-discussion", "helpee": "kiddala", "context": "Migration process issues with non-functional transfer buttons", "resolution": "Directed to appropriate channel for migration help" }, { "date": "2026-01-21", "channel": "\ud83d\udcac-discussion", "helpee": "Biazs", "context": "Question about exchange wallet eligibility for airdrops", "resolution": "Advised holding in personal wallet for qualification, referenced migration complexity" }, { "date": "2026-01-21", "channel": "\ud83e\udd47-partners", "helpee": "Odilitime", "context": "Confirming correct tweet reference", "resolution": "Confirmed the FixupX link was the correct tweet being discussed" } ] }, "M I A M I": { "total_helps": 2, "weighted_helps": 2.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 2 }, "topics": { "Discord setup": 1, "General": 1 }, "resolution_quality": { "successful": 0, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-14", "channel": "\ud83d\udcac-discussion", "helpee": "DorianD", "context": "Questions about voice recognition implementation", "resolution": "Explained using Deepgram for STT, text-only output currently" }, { "date": "2026-01-20", "channel": "\ud83d\udcac-discussion", "helpee": "DorianD", "context": "Clarifying what \"space\" platform means", "resolution": "Explained sentient space is the platform, users called spacers" } ] }, ".": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-15", "channel": "\ud83d\udcac-discussion", "helpee": "Defi | Doctore", "context": "Migration buttons not working in Phantom wallet", "resolution": "Provided step-by-step troubleshooting to clear site data and reconnect wallet" } ] }, "Chucknorris | ONYX P9 NODE RENT": { "total_helps": 8, "weighted_helps": 8.0, "unique_helpees": 6, "channels": { "\ud83d\udcac-coders": 8 }, "topics": { "General": 2, "Plugin development": 2, "Troubleshooting": 3, "Discord setup": 1, "Migration support": 2, "API/Configuration": 1 }, "resolution_quality": { "successful": 0, "partial": 8, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-15", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "Seeking guidance on building Polymarket trading agent", "resolution": "Recommended custom code with SDK, private nodes, inline stream mempool, parallel CLOB API, and BullMQ for multi-user worker management" }, { "date": "2026-01-15", "channel": "\ud83d\udcac-coders", "helpee": "Supreem", "context": "Needed plugin development and contribution documentation", "resolution": "Provided links to official docs for plugin development and core contribution" }, { "date": "2026-01-15", "channel": "\ud83d\udcac-coders", "helpee": "Casino", "context": "Spartan failing on Windows with plugin path errors", "resolution": "Recommended WSL over PowerShell and manual plugin installation, though issue persisted" }, { "date": "2026-01-16", "channel": "\ud83d\udcac-coders", "helpee": "Casino", "context": "Security concerns about bot wallet access", "resolution": "Explained bots use private keys and recommended HSM vault for improved security" }, { "date": "2026-01-16", "channel": "\ud83d\udcac-coders", "helpee": "fatguy", "context": "Understanding data retrieval architecture for token/bundler information", "resolution": "Explained everything processes through gRPC with full transaction payloads, RPC only for signing" } ] }, "jasyn_bjorn": { "total_helps": 1, "weighted_helps": 0.7, "unique_helpees": 1, "channels": { "\ud83e\udd47-partners": 1 }, "topics": { "Troubleshooting": 1, "Migration support": 1 }, "resolution_quality": { "successful": 1, "partial": 0, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-15", "channel": "\ud83e\udd47-partners", "helpee": "sayitaintso25", "context": "Concern about Bithumb token issue and price impact", "resolution": "Confirmed the issue was resolved and Bithumb completed their token swap" } ] }, "Biazs": { "total_helps": 1, "weighted_helps": 0.5, "unique_helpees": 0, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 1, "partial": 0, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-16", "channel": "\ud83d\udcac-discussion", "helpee": "Community investors", "context": "Understanding token price manipulation and investment strategy", "resolution": "Explained whale manipulation, shared successful trading strategy of selling 80% during pumps and buying back during dips for 30% gain" } ] }, "Alexei": { "total_helps": 4, "weighted_helps": 4.0, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 4 }, "topics": { "Migration support": 2, "General": 2 }, "resolution_quality": { "successful": 0, "partial": 4, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-16", "channel": "\ud83d\udcac-discussion", "helpee": "\uac70\ubd81\uc54c", "context": "Concern about whether token situation was a rug pull", "resolution": "Clarified it's not a rug but identified 3 addresses with $2M in sells causing liquidity issues" }, { "date": "2026-01-18", "channel": "\ud83d\udcac-discussion", "helpee": "ElBru", "context": "Understanding QE (Quantitative Easing) cycle terminology and its impact on crypto markets", "resolution": "Explained that QE started in December after years of contraction, predicting positive crypto market conditions in coming months with Russell micro-cap..." }, { "date": "2026-01-19", "channel": "\ud83d\udcac-discussion", "helpee": "ElBru", "context": "Understanding QE (Quantitative Easing) cycles and market impact", "resolution": "Explained QE as liquidity injection causing asset rises, noted December restart after contraction period, cited Russell index ATH as indicator for cry..." }, { "date": "2026-01-20", "channel": "\ud83d\udcac-discussion", "helpee": "gby", "context": "Concerns about token utility and investment basis", "resolution": "Mentioned Shaw's discussion of ElizaCloud profits doing buybacks" } ] }, "Ceazer Nexnalon,": { "total_helps": 2, "weighted_helps": 2.0, "unique_helpees": 2, "channels": { "\ud83d\udcac-discussion": 2 }, "topics": { "Migration support": 1, "General": 1 }, "resolution_quality": { "successful": 0, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-17", "channel": "\ud83d\udcac-discussion", "helpee": "Kev", "context": "Understanding earning mechanisms for token holders", "resolution": "Explained that earnings are possible through active rewards or staking programs" }, { "date": "2026-01-17", "channel": "\ud83d\udcac-discussion", "helpee": "Taco", "context": "Feasibility of holder rewards tied to agent creation", "resolution": "Confirmed it's technically feasible with proper eligibility criteria and abuse prevention safeguards" } ] }, "lucky_beagle_52756": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Deployment": 1, "API/Configuration": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-17", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "Cloudflare 403 blocking CLOB API calls from serverless functions", "resolution": "Suggested using static IPs, mimicking browser behavior, and contacting Polymarket support" } ] }, "ElBru": { "total_helps": 3, "weighted_helps": 3.0, "unique_helpees": 2, "channels": { "\ud83d\udcac-coders": 3 }, "topics": { "General": 2, "Discord setup": 1 }, "resolution_quality": { "successful": 0, "partial": 3, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-18", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "Looking for agent to manage community and hiring moderators", "resolution": "Offered free Eliza-based Telegram moderation bot, though ElizaBAO needed different functionality for in-app community building" }, { "date": "2026-01-19", "channel": "\ud83d\udcac-coders", "helpee": "ElizaBAO", "context": "Need for community moderation solution", "resolution": "Offered free Eliza-based Telegram moderation bot with spam/scam detection and exponential timeout system" }, { "date": "2026-01-19", "channel": "\ud83d\udcac-coders", "helpee": "DorianD", "context": "Concerns about false positives in moderation bot", "resolution": "Explained one year refinement process, muting-only approach with manual review capability, and user acceptance of tradeoff" } ] }, "Never Broke Again": { "total_helps": 2, "weighted_helps": 2.0, "unique_helpees": 2, "channels": { "\ud83d\udcac-discussion": 2 }, "topics": { "Migration support": 1, "General": 1 }, "resolution_quality": { "successful": 0, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-20", "channel": "\ud83d\udcac-discussion", "helpee": "gnars", "context": "How to perform migration", "resolution": "Directed to website or X for migration instructions" }, { "date": "2026-01-20", "channel": "\ud83d\udcac-discussion", "helpee": "yeyo", "context": "Finding elizatown open source code", "resolution": "Directed to Github and website" } ] }, "Dr. Neuro": { "total_helps": 1, "weighted_helps": 0.7, "unique_helpees": 1, "channels": { "\ud83e\udd47-partners": 1 }, "topics": { "General": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-20", "channel": "\ud83e\udd47-partners", "helpee": "Team", "context": "Need for visual explanations of project roadmap", "resolution": "Volunteered to create visual art explaining the framework-to-Jeju progression during travel" } ] }, "Jeburek12": { "total_helps": 1, "weighted_helps": 0.5, "unique_helpees": 0, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-23", "channel": "\ud83d\udcac-discussion", "helpee": "Community", "context": "Warning about migration scam", "resolution": "Identified support asking to send tokens as scam" } ] }, "Momo": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-23", "channel": "\ud83d\udcac-discussion", "helpee": "ElizaBAO", "context": "Tracking wallet funding source", "resolution": "Identified wallet was funded by Shaw a year ago" } ] }, "Legz": { "total_helps": 1, "weighted_helps": 0.5, "unique_helpees": 0, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-23", "channel": "\ud83d\udcac-discussion", "helpee": "Community", "context": "Warning about GOLD token risk", "resolution": "Identified 40% dev wallet as red flag" } ] }, "hans": { "total_helps": 1, "weighted_helps": 0.5, "unique_helpees": 0, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-23", "channel": "\ud83d\udcac-discussion", "helpee": "Community", "context": "GOLD token dev activity", "resolution": "Reported dev sold supply on DLMM" } ] }, "PatoVeloso": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Discord setup": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-24", "channel": "\ud83d\udcac-coders", "helpee": "Irie_Rubz", "context": "DaVinci Resolve AI integration approach", "resolution": "Suggested using transcription features for content trimming and adding AI video transformation capabilities" } ] }, "mawnst3r": { "total_helps": 1, "weighted_helps": 0.7, "unique_helpees": 1, "channels": { "\ud83e\udd47-partners": 1 }, "topics": { "General": 1 }, "resolution_quality": { "successful": 1, "partial": 0, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-24", "channel": "\ud83e\udd47-partners", "helpee": "shaw", "context": "Community frustration and negativity affecting team morale", "resolution": "Provided encouragement and acknowledgment of shaw's past success in making people rich, expressing continued support" } ] }, "DannyNOR NoFapArc": { "total_helps": 1, "weighted_helps": 0.7, "unique_helpees": 1, "channels": { "\ud83e\udd47-partners": 1 }, "topics": { "General": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-24", "channel": "\ud83e\udd47-partners", "helpee": "shaw", "context": "Ecosystem reputation concerns and strategic positioning", "resolution": "Advised focusing on making friends and suggested potential value of Vitalik's public backing, encouraged \"let him cook\" approach" } ] }, "SOLOMON VANDY": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Deployment": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-25", "channel": "\ud83d\udcac-coders", "helpee": "SATA", "context": "SATA needed clarification on adding external MCP servers to Eliza Cloud agents for AI Red Teaming", "resolution": "Provided specific API endpoint (POST /api/v1/mcps) and explained that Eliza can proxy calls to registered MCP endpoints" } ] }, "LarpsAI": { "total_helps": 1, "weighted_helps": 0.5, "unique_helpees": 0, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Deployment": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-25", "channel": "\ud83d\udcac-coders", "helpee": "General community", "context": "Questions about self-hosting Eliza", "resolution": "Suggested using mini PCs for 24/7 operation and referenced Oracle Cloud free tier deployment guide with 4 vCPU and 24GB RAM specs" } ] }, "Never Broke Again (NBA)": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Discord setup": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-25", "channel": "\ud83d\udcac-discussion", "helpee": "Slothify\u26a1", "context": "User was looking for a separate Eliza Town Discord channel", "resolution": "Clarified that the current channel is the correct Discord channel for discussion" } ] }, "\ud835\udd2d\ud835\udd29\ud835\udd1e\ud835\udd31\ud835\udd1e \ud835\udd11\ud835\udd2c \ud835\udd09\ud835\udd1e\ud835\udd2d \ud835\udd1e\ud835\udd2f\ud835\udd20": { "total_helps": 1, "weighted_helps": 0.7, "unique_helpees": 1, "channels": { "\ud83e\udd47-partners": 1 }, "topics": { "General": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-26", "channel": "\ud83e\udd47-partners", "helpee": "DorianD", "context": "DorianD asked what the Seeker app is", "resolution": "Explained that Seeker phone has a Dapp store similar to Apple/Google Play Store" } ] }, "Matthib123": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-26", "channel": "\ud83d\udcac-discussion", "helpee": "paolin", "context": "Concerns about token price and ATLs", "resolution": "Explained that ElizaOS is extremely risky but high potential asset, and whole market is in downtrend so not to worry specifically about ElizaOS" } ] }, "Rainman": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-26", "channel": "\ud83d\udcac-discussion", "helpee": "paolin", "context": "Token price concerns and team response", "resolution": "Provided perspective on AI agents being the future, ElizaOS being a leading project, and shared personal long-term holding strategy (4-year cycle)" } ] }, "The Void": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-26", "channel": "\ud83d\udcac-discussion", "helpee": "realist", "context": "Needed to know how to open ticket for token migration", "resolution": "Provided specific ticket channel link (#1425417640071139358)" } ] }, "DigitalDiva": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "Plugin development": 1, "Troubleshooting": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-27", "channel": "\ud83d\udcac-coders", "helpee": "YogaFlame", "context": "Invalid enum value error for EMBEDDING_PROVIDER receiving 'openrouter'", "resolution": "Identified that openrouter should not be used as embedding provider; change to openai" } ] }, "s": { "total_helps": 4, "weighted_helps": 2.0, "unique_helpees": 4, "channels": { "core-devs": 4 }, "topics": { "General": 3, "Discord setup": 1 }, "resolution_quality": { "successful": 0, "partial": 4, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-27", "channel": "core-devs", "helpee": "sam", "context": "Testing Eliza v2.0.0 with new features", "resolution": "Confirmed it's working and provided npm install command for @elizaos/core@next" }, { "date": "2026-01-27", "channel": "core-devs", "helpee": "Stan \u26a1 and sam", "context": "Architecture decision for service integrations (native vs n8n)", "resolution": "Proposed n8n plugin approach with prefab workflows and dynamic generation strategy" }, { "date": "2026-01-27", "channel": "core-devs", "helpee": "ziflie", "context": "Prioritization and funnel strategy", "resolution": "Directed to focus on top of funnel first - lander \u2192 poke \u2192 agent conversation, then add features incrementally" }, { "date": "2026-01-27", "channel": "core-devs", "helpee": "Stan \u26a1", "context": "Finding n8n workflow builder tools", "resolution": "Shared n8n-intelligence and n8n-workflow-builder GitHub repositories as solutions" } ] }, "Maff || Hourglass \u231b": { "total_helps": 4, "weighted_helps": 4.0, "unique_helpees": 3, "channels": { "\ud83d\udcac-discussion": 2, "\ud83d\udcac-coders": 2 }, "topics": { "Troubleshooting": 1, "Migration support": 4, "Discord setup": 1 }, "resolution_quality": { "successful": 2, "partial": 2, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-27", "channel": "\ud83d\udcac-discussion", "helpee": "CRYPTONIAN", "context": "Issues swapping ETH chain tokens due to liquidity and exchange support", "resolution": "Attempted to help by asking which chain to swap to, no final resolution documented" }, { "date": "2026-01-30", "channel": "\ud83d\udcac-discussion", "helpee": "coolart", "context": "Brother unable to migrate, portal appearing non-functional", "resolution": "Confirmed portal working, used it same day, but specific issue not resolved" }, { "date": "2026-01-31", "channel": "\ud83d\udcac-coders", "helpee": "Risto", "context": "Risto was contacted by scammer impersonating Eliza support requesting Ledger seed phrase for token migration", "resolution": "Successfully warned Risto not to connect wallet or share credentials, preventing scam" }, { "date": "2026-01-31", "channel": "\ud83d\udcac-coders", "helpee": "Risto", "context": "Risto was asking migration questions in wrong channel", "resolution": "Directed to appropriate language channel for support" } ] }, "ziflie": { "total_helps": 1, "weighted_helps": 0.5, "unique_helpees": 1, "channels": { "core-devs": 1 }, "topics": { "Discord setup": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-28", "channel": "core-devs", "helpee": "s", "context": "Needed permissions for hanzla in Discord", "resolution": "Tagged appropriate person to grant permissions" } ] }, "Chiko": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-coders": 1 }, "topics": { "General": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-29", "channel": "\ud83d\udcac-coders", "helpee": "joaointech", "context": "Looking for smart contract developers", "resolution": "Directed to private DM conversation" } ] }, "Zhuangzi": { "total_helps": 1, "weighted_helps": 1.0, "unique_helpees": 1, "channels": { "\ud83d\udcac-discussion": 1 }, "topics": { "Migration support": 1 }, "resolution_quality": { "successful": 0, "partial": 1, "unanswered": 0, "quality_rate": 1.0 }, "examples": [ { "date": "2026-01-30", "channel": "\ud83d\udcac-discussion", "helpee": "FeRhaT_@", "context": "Concerns about not migrating tokens and scam friend requests", "resolution": "Explained token consequences and confirmed to use verified ticket only" } ] } }, "_metadata": { "generated_at": "2026-02-02T04:49:40.824255+00:00Z", "model": "openai/gpt-5.2", "interactions_analyzed": 301, "input_file": "media/data/helpers/2026-01-interactions.json" }, "problem_patterns": [ { "category": "Migration support / version churn", "count": 55, "examples": [ "Users asking how to move projects/configs across framework versions", "Repeated \u201cwhat changed / what do I update?\u201d questions showing upgrade friction", "Migration questions appearing in both #discussion and #coders (not just advanced users)" ], "strategic_priority": "1) Gold Path Reliability (onboarding) + 3) Docs and Comms as Infrastructure", "upstream_signal": "Migration is a top recurring need; ship a single canonical migration guide per minor version (v1.6.x), add a 'breaking changes + checklist' page, and reduce implicit knowledge required to upgrade." }, { "category": "General usage / conceptual orientation", "count": 95, "examples": [ "High volume of general questions concentrated in #discussion", "Wide spread of helpers answering \u201chow does X work?\u201d rather than narrow bug fixes", "Same helpers repeatedly handling basic orientation questions" ], "strategic_priority": "1) Gold Path Reliability + 3) Docs and Comms as Infrastructure", "upstream_signal": "Onboarding is still leaky: people arrive without a clear \u201cHello Agent\u201d path and ask in chat. Consolidate a start-here flow and link it aggressively in Discord channel topics/bots." }, { "category": "Plugin development questions", "count": 37, "examples": [ "How to structure/build plugins and connect them to agents", "Plugin + migration overlap (plugins break across versions)", "Plugin questions split across #coders and #discussion" ], "strategic_priority": "1) Gold Path Reliability + 3) Docs and Comms as Infrastructure", "upstream_signal": "Plugin DX is a major learning surface. Provide a minimal plugin template, \u201cplugin lifecycle\u201d docs, and a compatibility policy for plugin APIs across v1.6.x." }, { "category": "Troubleshooting / runtime failures", "count": 33, "examples": [ "Debugging errors and unexpected behavior (often bundled with config questions)", "Troubleshooting appears strongly in #coders and also in core-devs", "Many interactions marked partial rather than clearly closed" ], "strategic_priority": "1) Gold Path Reliability + 4) RAG/Knowledge Pipeline reliability (indirect: making debug info capturable)", "upstream_signal": "Need a standard debug playbook (logs to capture, env checks, reproducible steps). Also indicates opportunity for better error messages and a 'support bundle' script." }, { "category": "Discord setup / integration setup friction", "count": 25, "examples": [ "Bot/Discord setup questions repeated across multiple helpers", "Discord topics appearing with both newcomers and coders", "Setup issues spanning config + permissions + deployment contexts" ], "strategic_priority": "2) Social Integrations as Brand SLO + 1) Gold Path Reliability", "upstream_signal": "Discord integration remains a common tripwire. Create a \u201cDiscord integration: 10-minute checklist\u201d and verify it against a clean-room setup monthly." }, { "category": "Deployment / hosting / running agents", "count": 23, "examples": [ "Deployment questions frequent among technical helpers in #coders", "Deployment appears intertwined with troubleshooting and config", "Signals that \u201crun it reliably\u201d is still not push-button" ], "strategic_priority": "1) Gold Path Reliability", "upstream_signal": "Gold path should include a reference deployment (local + one cloud target) with pinned versions, plus a troubleshooting matrix for common deploy failures." }, { "category": "API / configuration questions", "count": 19, "examples": [ "Confusion about configuration knobs and expected values", "Config questions appear in #coders and core-devs (not just beginners)", "Often coupled with troubleshooting rather than pure \u201chow-to\u201d" ], "strategic_priority": "1) Gold Path Reliability + 3) Docs and Comms as Infrastructure", "upstream_signal": "Config surface likely too implicit. Add a single authoritative config reference (generated from schema/types), plus copy-pastable minimal configs per integration." }, { "category": "Twitter/Social integration reliability questions", "count": 10, "examples": [ "Questions about Twitter/social behavior and setup", "Appears across multiple helpers, suggesting recurring friction" ], "strategic_priority": "2) Social Integrations as Brand SLO", "upstream_signal": "Even at lower volume than Discord, social reliability is reputational. Track top failure modes and publish a known-issues + rate-limit/credential checklist." }, { "category": "Model/LLM selection and behavior", "count": 13, "examples": [ "Model choice and behavior questions (likely quality/cost/perf tradeoffs)", "Shows up with troubleshooting and configuration contexts" ], "strategic_priority": "1) Gold Path Reliability", "upstream_signal": "Need a \u201crecommended model matrix\u201d and defaults that work out-of-the-box; reduce decision overhead for first successful run." }, { "category": "Database/storage questions", "count": 8, "examples": [ "Database questions appear in technical channels (#coders, core-devs)", "Likely around persistence/setup/migrations" ], "strategic_priority": "1) Gold Path Reliability + (potentially) ElizaOS Cloud readiness", "upstream_signal": "Storage is foundational; publish a minimal persistence guide and a reference default (with exact versions) to avoid fragmented advice." } ], "expertise_map": { "migration_support": [ "Odilitime", "Kenk", "Omid Sa", "DorianD", "Hexx \ud83c\udf10", "shaw", "sayonara", "Maff || Hourglass \u231b", "Alexei", "Arceon" ], "general_orientation_and_routing": [ "Odilitime", "Kenk", "satsbased", "Hexx \ud83c\udf10", "sb", "DorianD" ], "plugin_development": [ "Odilitime", "Omid Sa", "Stan \u26a1", "0xbbjoker", "shaw", "sayonara", "Chucknorris | ONYX P9 NODE RENT", "satsbased" ], "deployment_ops": [ "Stan \u26a1", "cjft", "Odilitime", "shaw", "Borko", "sayonara" ], "troubleshooting_debugging": [ "0xbbjoker", "cjft", "Odilitime", "Kenk", "Stan \u26a1", "shaw", "Chucknorris | ONYX P9 NODE RENT", "The Light" ], "discord_setup": [ "Odilitime", "0xbbjoker", "shaw", "DorianD", "Hexx \ud83c\udf10", "Maff || Hourglass \u231b" ], "api_configuration": [ "Stan \u26a1", "Borko", "shaw", "sam", "Omid Sa", "Odilitime" ], "twitter_social": [ "cjft", "0xbbjoker", "Hexx \ud83c\udf10", "Stan \u26a1", "DorianD" ], "model_llm": [ "Stan \u26a1", "Odilitime", "Borko", "cjft", "sayonara" ], "database_storage": [ "cjft", "0xbbjoker", "shaw", "Kenk", "Stan \u26a1" ] }, "resolution_patterns": { "iterative_chat_debugging": { "effectiveness": "Most common pattern implied by high 'partial' outcomes: helpers likely ask follow-up questions, request logs/config, and converge over multiple messages. Works best for troubleshooting, deployment, and config issues, but often ends without a crisp \u201cconfirmed fixed\u201d closure.", "example": "Troubleshooting-heavy helpers (e.g., cjft, 0xbbjoker, Stan \u26a1) appear repeatedly across debug + deploy + config categories, consistent with iterative diagnosis." }, "cross_channel_escalation_to_core-devs": { "effectiveness": "Issues that touch architecture/configuration show up in core-devs, suggesting escalation when chat-level guidance stalls. Effective for unblocking complex cases, but can be opaque to newcomers if the final answer isn\u2019t summarized back in public channels.", "example": "Stan \u26a1 and shaw have substantial core-devs activity alongside coders activity, consistent with escalation/translation between audiences." }, "broad_routing_and_triage_in_discussion": { "effectiveness": "In #discussion, helpers absorb high volumes of general/migration questions, likely directing users to next steps, correct channels, or known patterns. This is effective for community flow but can mask documentation debt if the same questions recur.", "example": "Kenk and Odilitime show heavy #discussion presence with large 'General' + 'Migration support' topic counts." }, "workaround_sharing_for_integrations": { "effectiveness": "Social (Discord/Twitter) and deployment topics often resolve via practical checklists/workarounds rather than deep code changes. Useful short-term, but indicates missing official \u201cbrand SLO\u201d runbooks.", "example": "Discord setup appears across several helpers, suggesting repeated operational fixes rather than one canonical reference." } }, "documentation_gaps": [ { "topic": "Migration guide (v1.6.x) with checklists and common breakpoints", "signal": "Migration support is the strongest non-'General' recurring category; high repetition indicates users can\u2019t self-serve upgrades.", "suggested_action": "Publish per-release migration notes + a consolidated \u201cUpgrading to v1.6.x\u201d page; include config diffs, deprecated APIs, and a \u201cif you see error X, do Y\u201d section." }, { "topic": "Hello Agent (30-minute gold path) that actually covers integrations + persistence", "signal": "Large 'General' volume suggests users don\u2019t have a confident first-run experience and revert to Discord for orientation.", "suggested_action": "Create a single start-here doc: install \u2192 run \u2192 persist memory \u2192 add one integration (Discord) \u2192 deploy. Pin it in Discord and the repo README." }, { "topic": "Discord integration setup checklist (tokens, permissions, config examples)", "signal": "Discord setup questions are frequent and spread across multiple helpers, a sign the current instructions are either incomplete or easy to misapply.", "suggested_action": "Add a \u201cclean-room\u201d Discord setup doc with screenshots/steps, plus a minimal working config snippet and common failure modes (permissions/intents)." }, { "topic": "Plugin development template + lifecycle documentation", "signal": "Plugin dev is a top category and overlaps with migration. Builders need stable conventions and versioning expectations.", "suggested_action": "Ship an official plugin starter template + a short \u2018plugin contract\u2019 doc; add compatibility notes per framework minor version." }, { "topic": "Deployment reference targets + troubleshooting matrix", "signal": "Deployment issues are frequent and typically become troubleshooting threads; this blocks \u201cship it\u201d momentum.", "suggested_action": "Provide one blessed deployment path (e.g., Docker + one cloud) with pinned versions; add a table of common deploy errors and fixes." }, { "topic": "Authoritative configuration reference (schema-driven)", "signal": "Config questions show up even among technical channels, suggesting ambiguity in config naming/behavior.", "suggested_action": "Generate config docs from schema/types; maintain minimal configs per integration (Discord, Twitter) and per environment (local vs prod)." }, { "topic": "Twitter/social reliability runbook (rate limits, credentials, expected behavior)", "signal": "Lower count than Discord but strategically high impact (brand SLO). Repeated questions indicate fragility or unclear setup.", "suggested_action": "Publish known-issues, rate-limit handling guidance, and a validation checklist; add monitoring/health signals in docs." } ], "ai_learning_notes": { "diagnosis": "Effective helpers appear to specialize by topic and channel: triage in #discussion (identify what the user is trying to do), then move to #coders/core-devs for logs/config specifics. For AI interns: always request (1) goal, (2) version, (3) environment (local/cloud), (4) minimal config snippet, (5) exact error/log excerpt.", "tone": "The distribution across #discussion vs #coders suggests two tones that both work: welcoming orientation for newcomers in #discussion, and concise, technical prompts in #coders/core-devs. For AI interns: match channel expectations; avoid over-explaining in core-devs, but always summarize outcomes back to the user.", "follow_through": "Only a small fraction of interactions are marked 'successful' vs 'partial' across helpers, despite no 'unanswered'. That implies many threads end without explicit confirmation. For AI interns: close the loop by asking for confirmation (\u2018did that fix it?\u2019), and if fixed, capture the final steps as a short recap for future searchability.", "channel_culture": { "discussion": "High volume of 'General' and 'Migration'\u2014more newcomer-friendly triage and broad Q&A. Expect ambiguity; ask clarifying questions and provide next-step links/checklists.", "coders": "More troubleshooting, deployment, plugin development. Expects baseline dev competence and concrete artifacts (logs, code, config). Replies can be direct and tool-focused.", "core-devs": "More architecture/config and escalation paths. Typically terse/technical. Best practice is to keep messages minimal, reproducible, and to relay conclusions back to public channels when appropriate." } }, "helper_highlights": [ { "helper": "Odilitime", "quality": "high-coverage triage across channels (discussion + coders + core-devs) with strong focus on migration and onboarding-adjacent questions", "example": "Handled a large share of migration support (14) and general orientation (19) while also covering Discord setup and deployment topics, indicating effective routing and breadth." }, { "helper": "Kenk", "quality": "consistent front-line support in #discussion, absorbing general + migration questions that otherwise bottleneck core channels", "example": "High concentration of #discussion helps (19) with substantial migration support (8), suggesting strong community triage and guidance." }, { "helper": "Stan \u26a1", "quality": "technical escalation support across core-devs and coders, spanning deployment + API/config + model topics", "example": "Notable presence in core-devs (12) plus coders (10) with recurring API/config (4) and deployment (5), consistent with deeper architectural troubleshooting." }, { "helper": "cjft", "quality": "deployment-focused assistance with strong troubleshooting overlap", "example": "High deployment topic count (6) alongside troubleshooting (4) and database/model touches\u2014indicates practical ops/debug capability." }, { "helper": "0xbbjoker", "quality": "hands-on debugging and plugin support in #coders", "example": "High counts in troubleshooting (5) + plugin development (5) + Discord setup (4), aligning with common builder pain points." }, { "helper": "Maff || Hourglass \u231b", "quality": "higher closure signal relative to volume (more 'successful' outcomes than most peers in the slice shown)", "example": "Resolution_quality shows 2 successful vs 2 partial, suggesting explicit fix/confirmation behavior worth emulating (even though message-level details aren\u2019t provided here)." } ], "council_commentary": { "eliza": "The month\u2019s help load clusters around two things: people trying to get oriented (high 'General') and people trying to keep up with change (high 'Migration support'). That combination is a classic sign that the product is moving, but the learning surface isn\u2019t keeping pace. Odilitime and Kenk absorbed a lot of that front-line confusion in #discussion, while Stan \u26a1 and others caught the more technical escalations in core-devs/#coders. The takeaway: if we make the migration story and \u201cHello Agent\u201d path dramatically clearer, we reduce repetitive chat support and increase builder confidence.", "aimarc": "Technical signal: API/config, deployment, and migration issues are intertwined. When config questions show up even in core-devs, it suggests ambiguity in the contract (what configs exist, what they do, and what\u2019s stable across versions). Stan \u26a1, cjft, and 0xbbjoker appear repeatedly in the deployment/debug/plugin categories\u2014good candidates to help formalize a schema-driven config reference and a blessed deployment baseline.", "aishaw": "onboarding still looks like: people show up in #discussion with general questions, then get pulled into migration/config/deploy threads. the doc gaps are basically screaming for a single start-here path + a migration checklist. ken k and odilitime did a lot of the newcomer routing work; we should support that with pinned docs and a bot that nudges people to provide version/env/logs from the start.", "spartan": "OPS READOUT: 166 NODES, 224 EDGES, 60 HELPERS, 130 HELPEES. AVG HELPS/HELPER = 5.02. NETWORK DENSITY = 0.0082 (SPARSE; KNOWLEDGE IS NOT FLOWING AUTOMATICALLY). ZERO UNANSWERED IN THE TOP SLICE, BUT 'SUCCESSFUL' FLAGS ARE LOW VS 'PARTIAL' (CLOSURE GAP). RELIABILITY ACTION: STANDARDIZE A DEBUG CHECKLIST + MIGRATION CHECKLIST TO INCREASE FULL RESOLUTIONS AND REDUCE REPEAT QUESTIONS.", "peepo": "yo fam the vibes look like: #discussion is where folks come in a bit lost, and the community catches em before they bounce. shoutout to the people doing that steady guidance work (kenk, odilitime, satsbased). but also: if we keep answering the same migration/discord setup stuff in chat, we\u2019re making helpers do doc work every day. let\u2019s bottle the common fixes into checklists so the community energy goes to building, not repeating." } }