{
  "report_id": "HELP-2025-11",
  "month": "2025-11",
  "date_range": {
    "start": "2025-11-01",
    "end": "2025-11-30"
  },
  "summary": {
    "total_helps": 460,
    "total_weighted_helps": 320.72,
    "unique_helpers": 54,
    "unique_helpees": 156,
    "channels_analyzed": [
      "core-devs",
      "\ud83d\udcac-coders",
      "\ud83d\udcac-discussion",
      "\ud83e\udd47-partners"
    ],
    "top_channels": [
      {
        "channel": "\ud83d\udcac-discussion",
        "helps": 282
      },
      {
        "channel": "\ud83d\udcac-coders",
        "helps": 66
      },
      {
        "channel": "core-devs",
        "helps": 62
      },
      {
        "channel": "\ud83e\udd47-partners",
        "helps": 50
      }
    ]
  },
  "contributor_profiles": {
    "Toni": {
      "total_helps": 28,
      "weighted_helps": 22.4,
      "unique_helpees": 14,
      "channels": {
        "\ud83d\udcac-discussion": 26,
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "Migration support": 26,
        "Plugin development": 2,
        "Troubleshooting": 4,
        "Discord setup": 3
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 14,
        "unanswered": 14,
        "quality_rate": 0.5
      },
      "impact_score": 141.5,
      "examples": [
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "cryptogains",
          "context": "User confused about tokenomics and migration ratio",
          "resolution": "Toni provided detailed breakdown of the new tokenomics structure and supply changes"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "nosedive2moon",
          "context": "Question about Jupiter wallet migration",
          "resolution": "Clarified that self-custody wallets require manual migration through the portal"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "kakaroto",
          "context": "Question about Phantom wallet migration process",
          "resolution": "Explained migration will be through portal published in announcements"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "cryptogains",
          "context": "User confused about tokenomics and migration ratio | Resolution: Toni provided detailed breakdown of the new tokenomics structure and supply changes",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "nosedive2moon",
          "context": "Question about Jupiter wallet migration | Resolution: Clarified that self-custody wallets require manual migration through the portal",
          "resolution": "Unanswered"
        }
      ]
    },
    "Dr. Neuro": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Discord setup": 2,
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Thomas",
          "context": "User looking for migration portal and help channel",
          "resolution": "Explained migration starts November 7th and directed to the migration questions channel"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Thomas",
          "context": "User looking for migration portal and help channel | Resolution: Explained migration starts November 7th and directed to the migration questions chann...",
          "resolution": "Unanswered"
        }
      ]
    },
    "Kenk": {
      "total_helps": 50,
      "weighted_helps": 36.0,
      "unique_helpees": 23,
      "channels": {
        "\ud83d\udcac-discussion": 32,
        "\ud83e\udd47-partners": 10,
        "core-devs": 2,
        "\ud83d\udcac-coders": 6
      },
      "topics": {
        "Migration support": 33,
        "API/Configuration": 2,
        "General": 7,
        "Discord setup": 7,
        "Twitter/Social": 2,
        "Troubleshooting": 11,
        "Deployment": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 25,
        "unanswered": 25,
        "quality_rate": 0.5
      },
      "impact_score": 227.5,
      "examples": [
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Kid Bengala",
          "context": "Confusion about migration dates on Binance vs. announcements",
          "resolution": "Shared official information clarifying that migration starts November 7th"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Kid Bengala",
          "context": "Confusion about migration dates on Binance vs. announcements | Resolution: Shared official information clarifying that migration starts November 7th",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83e\udd47-partners",
          "helpee": "witch",
          "context": "Question about using x402.elizaos.ai as central API hub",
          "resolution": "Confirmed this approach is possible"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83e\udd47-partners",
          "helpee": "witch",
          "context": "Question about using x402.elizaos.ai as central API hub | Resolution: Confirmed this approach is possible",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "TOM",
          "context": "Confusion about Lighter delisting AI16Z",
          "resolution": "Clarified that Lighter is a perps dex so AI16Z won't be tradable there after migration, and listing ElizaOS is up to them"
        }
      ]
    },
    "Rabbidfly": {
      "total_helps": 4,
      "weighted_helps": 3.2,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-coders": 4
      },
      "topics": {
        "General": 2,
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 19.5,
      "examples": [
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-coders",
          "helpee": "DorianD",
          "context": "DorianD mentioned Rare Pepes and PEPEPIZZA assets but seemed out of the loop on current platforms",
          "resolution": "Rabbidfly provided information about Rare Pepes vs Fake Rares, directed to pepe.wtf, mentioned freewallet and horizon.market for description changes, ..."
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-coders",
          "helpee": "DorianD",
          "context": "DorianD mentioned Rare Pepes and PEPEPIZZA assets but seemed out of the loop on current platforms | Resolution: Rabbidfly provided information about R...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-coders",
          "helpee": "DorianD",
          "context": "DorianD expressed frustration with complex XCP asset trading process",
          "resolution": "Rabbidfly proposed a multi-agent architecture with wallet, escrow, and trade agents to simplify the process, outlining a four-step flow and potential ..."
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-coders",
          "helpee": "DorianD",
          "context": "DorianD expressed frustration with complex XCP asset trading process | Resolution: Rabbidfly proposed a multi-agent architecture with wallet, escrow, ...",
          "resolution": "Unanswered"
        }
      ]
    },
    "sayonara": {
      "total_helps": 12,
      "weighted_helps": 8.32,
      "unique_helpees": 6,
      "channels": {
        "\ud83d\udcac-coders": 4,
        "\ud83e\udd47-partners": 2,
        "\ud83d\udcac-discussion": 4,
        "core-devs": 2
      },
      "topics": {
        "General": 4,
        "Discord setup": 1,
        "Migration support": 5,
        "Troubleshooting": 3
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 6,
        "unanswered": 6,
        "quality_rate": 0.5
      },
      "impact_score": 55.1,
      "examples": [
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-coders",
          "helpee": "p0pps",
          "context": "p0pps reported a user sending suspicious \"seeds.rar\" file",
          "resolution": "sayonara banned the reported user."
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83d\udcac-coders",
          "helpee": "p0pps",
          "context": "p0pps reported a user sending suspicious \"seeds.rar\" file | Resolution: sayonara banned the reported user.",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83e\udd47-partners",
          "helpee": "shaw",
          "context": "Question about Farcaster miniapp timeline",
          "resolution": "Provided timeline dependent on Coinbase integration, expected next week"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83e\udd47-partners",
          "helpee": "shaw",
          "context": "Question about Farcaster miniapp timeline | Resolution: Provided timeline dependent on Coinbase integration, expected next week",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "neerg",
          "context": "Otaku agent providing incorrect/outdated token prices",
          "resolution": "sayonara acknowledged the issue and promised to tune the prompt"
        }
      ]
    },
    "Odilitime": {
      "total_helps": 46,
      "weighted_helps": 32.72,
      "unique_helpees": 22,
      "channels": {
        "\ud83e\udd47-partners": 8,
        "\ud83d\udcac-discussion": 26,
        "core-devs": 4,
        "\ud83d\udcac-coders": 8
      },
      "topics": {
        "Discord setup": 12,
        "General": 13,
        "Deployment": 5,
        "Plugin development": 4,
        "API/Configuration": 3,
        "Troubleshooting": 6,
        "Migration support": 17,
        "Twitter/Social": 2,
        "Model/LLM": 2
      },
      "resolution_quality": {
        "successful": 1,
        "partial": 22,
        "unanswered": 23,
        "quality_rate": 0.5
      },
      "impact_score": 209.1,
      "examples": [
        {
          "date": "2025-11-01",
          "channel": "\ud83e\udd47-partners",
          "helpee": "yikesawjeez",
          "context": "Question about DegenAI integration with rebrand",
          "resolution": "Explained they're building an x402 gateway that takes DegenAI and considering a Farcaster mini-app"
        },
        {
          "date": "2025-11-01",
          "channel": "\ud83e\udd47-partners",
          "helpee": "yikesawjeez",
          "context": "Question about DegenAI integration with rebrand | Resolution: Explained they're building an x402 gateway that takes DegenAI and considering a Farcaste...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "cavey65",
          "context": "User claimed ElizaOS mirror.xyz sites don't work",
          "resolution": "Confirmed that mirror.xyz/elizaos.eth works fine"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "cavey65",
          "context": "User claimed ElizaOS mirror.xyz sites don't work | Resolution: Confirmed that mirror.xyz/elizaos.eth works fine",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-04",
          "channel": "core-devs",
          "helpee": "Borko",
          "context": "Missing cloud channel in Discord client",
          "resolution": "Suggested checking if channel was unselected in client settings under \"channels and roles\""
        }
      ]
    },
    "Borko": {
      "total_helps": 20,
      "weighted_helps": 15.2,
      "unique_helpees": 9,
      "channels": {
        "\ud83d\udcac-discussion": 18,
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "General": 3,
        "Troubleshooting": 3,
        "Migration support": 16,
        "Discord setup": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 10,
        "unanswered": 10,
        "quality_rate": 0.5
      },
      "impact_score": 95.5,
      "examples": [
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "hildi",
          "context": "User's USDC disappeared after attempting LP staking with Otaku",
          "resolution": "Borko offered to fix the issue via DM"
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "hildi",
          "context": "User's USDC disappeared after attempting LP staking with Otaku | Resolution: Borko offered to fix the issue via DM",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-03",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "human_nalejzpa",
          "context": "Confusion about relationship between Otaku and Spartan",
          "resolution": "Clarified they are completely different agents with plans to develop more agents in next 6 months"
        },
        {
          "date": "2025-11-03",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "human_nalejzpa",
          "context": "Confusion about relationship between Otaku and Spartan | Resolution: Clarified they are completely different agents with plans to develop more agents ...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "movefree",
          "context": "Question about whether there will be a snapshot for migration",
          "resolution": "Clarified there's no snapshot and users will have 90 days to migrate their AI16Z"
        }
      ]
    },
    "osintdao": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "glasshouz",
          "context": "User concerned about Eliza's suspended X accounts",
          "resolution": "osintdao explained that X account suspensions are often arbitrary and difficult to reverse"
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "glasshouz",
          "context": "User concerned about Eliza's suspended X accounts | Resolution: osintdao explained that X account suspensions are often arbitrary and difficult to rev...",
          "resolution": "Unanswered"
        }
      ]
    },
    "shaw": {
      "total_helps": 22,
      "weighted_helps": 12.56,
      "unique_helpees": 7,
      "channels": {
        "\ud83e\udd47-partners": 12,
        "core-devs": 4,
        "\ud83d\udcac-discussion": 4,
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "General": 6,
        "Troubleshooting": 6,
        "Plugin development": 5,
        "Migration support": 13,
        "Twitter/Social": 2
      },
      "resolution_quality": {
        "successful": 2,
        "partial": 9,
        "unanswered": 11,
        "quality_rate": 0.5
      },
      "impact_score": 78.3,
      "examples": [
        {
          "date": "2025-11-02",
          "channel": "\ud83e\udd47-partners",
          "helpee": "DorianD",
          "context": "DorianD suggested creating anime otaku avatars similar to warplets",
          "resolution": "Shaw validated the idea and expanded on it, suggesting they could create high-quality NFTs using profile pictures as input"
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83e\udd47-partners",
          "helpee": "DorianD",
          "context": "DorianD suggested creating anime otaku avatars similar to warplets | Resolution: Shaw validated the idea and expanded on it, suggesting they could cre...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-06",
          "channel": "core-devs",
          "helpee": "R0am",
          "context": "Unpushed code in otc-agent repository",
          "resolution": "Shaw created PR #5 with fixes, R0am merged it"
        },
        {
          "date": "2025-11-06",
          "channel": "core-devs",
          "helpee": "R0am",
          "context": "Unpushed code in otc-agent repository | Resolution: Shaw created PR #5 with fixes, R0am merged it",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-07",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Channel members",
          "context": "Explaining migration delay due to LP provider issues on Base",
          "resolution": "Clarified that migration launched despite Base pool issues being fixed by Aerodrom team"
        }
      ]
    },
    "DorianD": {
      "total_helps": 20,
      "weighted_helps": 15.04,
      "unique_helpees": 9,
      "channels": {
        "\ud83e\udd47-partners": 4,
        "\ud83d\udcac-discussion": 10,
        "\ud83d\udcac-coders": 6
      },
      "topics": {
        "General": 12,
        "Migration support": 6,
        "Troubleshooting": 2,
        "Discord setup": 2,
        "Model/LLM": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 10,
        "unanswered": 10,
        "quality_rate": 0.5
      },
      "impact_score": 94.7,
      "examples": [
        {
          "date": "2025-11-02",
          "channel": "\ud83e\udd47-partners",
          "helpee": "shaw",
          "context": "Shaw mentioned difficulty in branding elizaOS compared to ai16z",
          "resolution": "DorianD suggested gamification mechanics involving staking and breeding NFTs to enhance engagement"
        },
        {
          "date": "2025-11-02",
          "channel": "\ud83e\udd47-partners",
          "helpee": "shaw",
          "context": "Shaw mentioned difficulty in branding elizaOS compared to ai16z | Resolution: DorianD suggested gamification mechanics involving staking and breeding ...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-12",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "FunkyLiza",
          "context": "User had AI16Z tokens in liquidity pool during snapshot",
          "resolution": "Suggested filing a support ticket as snapshot likely didn't capture LP positions"
        },
        {
          "date": "2025-11-12",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "FunkyLiza",
          "context": "User had AI16Z tokens in liquidity pool during snapshot | Resolution: Suggested filing a support ticket as snapshot likely didn't capture LP positions",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-16",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "0849",
          "context": "User experiencing simulation error during migration",
          "resolution": "Suggested rounding down the max amount to a whole number"
        }
      ]
    },
    "Stan \u26a1": {
      "total_helps": 26,
      "weighted_helps": 10.4,
      "unique_helpees": 9,
      "channels": {
        "core-devs": 26
      },
      "topics": {
        "Plugin development": 5,
        "Troubleshooting": 6,
        "General": 14,
        "Model/LLM": 1,
        "Deployment": 3,
        "Database": 1,
        "Twitter/Social": 1
      },
      "resolution_quality": {
        "successful": 2,
        "partial": 11,
        "unanswered": 13,
        "quality_rate": 0.5
      },
      "impact_score": 71.5,
      "examples": [
        {
          "date": "2025-11-02",
          "channel": "core-devs",
          "helpee": "sayonara",
          "context": "Plugin MCP connection not holding/disconnecting",
          "resolution": "Stan identified multiple root causes (timeout issues, limited ping retries, no error handling) and suggested specific fixes including adjusting timeou..."
        },
        {
          "date": "2025-11-02",
          "channel": "core-devs",
          "helpee": "sayonara",
          "context": "Plugin MCP connection not holding/disconnecting | Resolution: Stan identified multiple root causes (timeout issues, limited ping retries, no error han...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-03",
          "channel": "core-devs",
          "helpee": "jin",
          "context": "Repository tracking maintenance",
          "resolution": "Stan mentioned he's already adding repos when he notices missing ones with activities"
        },
        {
          "date": "2025-11-03",
          "channel": "core-devs",
          "helpee": "jin",
          "context": "Repository tracking maintenance | Resolution: Stan mentioned he's already adding repos when he notices missing ones with activities",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-05",
          "channel": "core-devs",
          "helpee": "R0am | tip.md",
          "context": "R0am couldn't find the plugin-thedesk module in otc-agent",
          "resolution": "Stan provided GitHub links to the correct file and a PR to fix the issue"
        }
      ]
    },
    "Arceon": {
      "total_helps": 6,
      "weighted_helps": 4.8,
      "unique_helpees": 3,
      "channels": {
        "\ud83d\udcac-discussion": 6
      },
      "topics": {
        "General": 2,
        "Discord setup": 1,
        "Migration support": 3,
        "Plugin development": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 3,
        "unanswered": 3,
        "quality_rate": 0.5
      },
      "impact_score": 31.5,
      "examples": [
        {
          "date": "2025-11-03",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Slava Yakimenko",
          "context": "User created a Telegram agent that wasn't responding",
          "resolution": "Directed user to the appropriate support channel (#1300025221834739744)"
        },
        {
          "date": "2025-11-03",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Slava Yakimenko",
          "context": "User created a Telegram agent that wasn't responding | Resolution: Directed user to the appropriate support channel (#1300025221834739744)",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-25",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "JerKa",
          "context": "User withdrew AI16Z from exchange to Phantom wallet but tokens weren't eligible for migration",
          "resolution": "Explained that tokens held before snapshot are eligible for manual migration with proof of ownership"
        },
        {
          "date": "2025-11-25",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "JerKa",
          "context": "User withdrew AI16Z from exchange to Phantom wallet but tokens weren't eligible for migration | Resolution: Explained that tokens held before snapshot...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-27",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "\uac70\ubd81\uc54c",
          "context": "How to prove November 11th snapshot",
          "resolution": "Suggested getting wallet address and looking in solscan for transaction IDs"
        }
      ]
    },
    "0xbbjoker": {
      "total_helps": 8,
      "weighted_helps": 4.8,
      "unique_helpees": 4,
      "channels": {
        "\ud83d\udcac-coders": 4,
        "core-devs": 4
      },
      "topics": {
        "Plugin development": 2,
        "Troubleshooting": 6,
        "Model/LLM": 1,
        "Deployment": 3,
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 4,
        "unanswered": 4,
        "quality_rate": 0.5
      },
      "impact_score": 33.5,
      "examples": [
        {
          "date": "2025-11-03",
          "channel": "\ud83d\udcac-coders",
          "helpee": "fermartz",
          "context": "User experiencing \"Malformed input request\" error when generating images with Bedrock plugin",
          "resolution": "Suggested debugging steps (clone plugin locally, build, link) and recommended alternative plugins (OpenAI or OpenRouter)"
        },
        {
          "date": "2025-11-03",
          "channel": "\ud83d\udcac-coders",
          "helpee": "fermartz",
          "context": "User experiencing \"Malformed input request\" error when generating images with Bedrock plugin | Resolution: Suggested debugging steps (clone plugin loc...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-05",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Bug in eliza repository",
          "resolution": "Shared a PR (#6134) and temporary workaround in eliza-cloud-v2 repository"
        },
        {
          "date": "2025-11-05",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Bug in eliza repository | Resolution: Shared a PR (#6134) and temporary workaround in eliza-cloud-v2 repository",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-18",
          "channel": "\ud83d\udcac-coders",
          "helpee": "realist",
          "context": "User experiencing build errors while building a Docker image on Phala for TEE project",
          "resolution": "Incomplete - helper requested build logs but received no response."
        }
      ]
    },
    "jin": {
      "total_helps": 8,
      "weighted_helps": 4.8,
      "unique_helpees": 3,
      "channels": {
        "core-devs": 2,
        "\ud83d\udcac-coders": 6
      },
      "topics": {
        "General": 5,
        "Model/LLM": 3,
        "Database": 1,
        "Plugin development": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 4,
        "unanswered": 4,
        "quality_rate": 0.5
      },
      "impact_score": 31.5,
      "examples": [
        {
          "date": "2025-11-03",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Needed visibility into repository activity across elizaOS organizations",
          "resolution": "Gathered GitHub data and created PR #169 to update tracked repositories"
        },
        {
          "date": "2025-11-03",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Needed visibility into repository activity across elizaOS organizations | Resolution: Gathered GitHub data and created PR #169 to update tracked repos...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-coders",
          "helpee": "who",
          "context": "Confusion about the concept being discussed",
          "resolution": "Jin clarified that rather than having separate accounts per show, they're considering an umbrella brand to house multiple shows"
        },
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-coders",
          "helpee": "who",
          "context": "Confusion about the concept being discussed | Resolution: Jin clarified that rather than having separate accounts per show, they're considering an umb...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-coders",
          "helpee": "(general audience)",
          "context": "Sharing information about affordable hardware options for running large LLMs locally",
          "resolution": "Provided specific product links to mini PCs with 128GB memory in the $2k range"
        }
      ]
    },
    "moclov8": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Mohammed S. Abdulmoneem",
          "context": "Confusion about which exchanges will handle the token migration automatically",
          "resolution": "Explained that exchanges holding user tokens will handle migration automatically, while self-custody wallets require manual migration"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Mohammed S. Abdulmoneem",
          "context": "Confusion about which exchanges will handle the token migration automatically | Resolution: Explained that exchanges holding user tokens will handle m...",
          "resolution": "Unanswered"
        }
      ]
    },
    "orion": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Smartcat\ud83c\udf63",
          "context": "User questioning high APY (35%) on USDC",
          "resolution": "Warned about systemic risk with XUSD and advised to avoid it"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Smartcat\ud83c\udf63",
          "context": "User questioning high APY (35%) on USDC | Resolution: Warned about systemic risk with XUSD and advised to avoid it",
          "resolution": "Unanswered"
        }
      ]
    },
    "LarpsAI": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-coders",
          "helpee": "jin",
          "context": "Seeking Puppeteer/Playwright expertise",
          "resolution": "Suggested using Nia with MCP to index documentation and repositories, plus using reference tools for web search synthesis"
        },
        {
          "date": "2025-11-04",
          "channel": "\ud83d\udcac-coders",
          "helpee": "jin",
          "context": "Seeking Puppeteer/Playwright expertise | Resolution: Suggested using Nia with MCP to index documentation and repositories, plus using reference tools ...",
          "resolution": "Unanswered"
        }
      ]
    },
    "sam-developer": {
      "total_helps": 2,
      "weighted_helps": 0.8,
      "unique_helpees": 1,
      "channels": {
        "core-devs": 2
      },
      "topics": {
        "Discord setup": 2,
        "Deployment": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 7.5,
      "examples": [
        {
          "date": "2025-11-04",
          "channel": "core-devs",
          "helpee": "Borko",
          "context": "Borko couldn't see the cloud channel",
          "resolution": "sam-developer confirmed the channel was visible"
        },
        {
          "date": "2025-11-04",
          "channel": "core-devs",
          "helpee": "Borko",
          "context": "Borko couldn't see the cloud channel | Resolution: sam-developer confirmed the channel was visible",
          "resolution": "Unanswered"
        }
      ]
    },
    "MDMnvest": {
      "total_helps": 14,
      "weighted_helps": 11.2,
      "unique_helpees": 7,
      "channels": {
        "\ud83d\udcac-discussion": 14
      },
      "topics": {
        "Migration support": 13,
        "Discord setup": 2,
        "General": 1,
        "Troubleshooting": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 7,
        "unanswered": 7,
        "quality_rate": 0.5
      },
      "impact_score": 71.5,
      "examples": [
        {
          "date": "2025-11-05",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "zkSam",
          "context": "User asking what to do with AI16z tokens in Solana wallet",
          "resolution": "Advised to wait for announcement and instructions for migration portal opening on November 7th"
        },
        {
          "date": "2025-11-05",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Shaa07dy",
          "context": "User asking if Gate.io supports migration",
          "resolution": "Confirmed Gate.io supports migration and directed to announcements channel"
        },
        {
          "date": "2025-11-05",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Man Demm",
          "context": "User asking about exchanges supporting migration",
          "resolution": "Directed to list of supporting exchanges in tokenomics overview"
        },
        {
          "date": "2025-11-05",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "zkSam",
          "context": "User asking what to do with AI16z tokens in Solana wallet | Resolution: Advised to wait for announcement and instructions for migration portal opening...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-05",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Shaa07dy",
          "context": "User asking if Gate.io supports migration | Resolution: Confirmed Gate.io supports migration and directed to announcements channel",
          "resolution": "Unanswered"
        }
      ]
    },
    "Burn": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-06",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Mario",
          "context": "Questions about migration process and Phantom wallet support",
          "resolution": "Explained that Phantom would be supported, gas fees would be minimal, and the window would be open for 90 days"
        },
        {
          "date": "2025-11-06",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Mario",
          "context": "Questions about migration process and Phantom wallet support | Resolution: Explained that Phantom would be supported, gas fees would be minimal, and t...",
          "resolution": "Unanswered"
        }
      ]
    },
    "Figure": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Migration support": 2,
        "Discord setup": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-06",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "KarshalQ",
          "context": "Questions about migration timing",
          "resolution": "Directed user to the migration help channel"
        },
        {
          "date": "2025-11-06",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "KarshalQ",
          "context": "Questions about migration timing | Resolution: Directed user to the migration help channel",
          "resolution": "Unanswered"
        }
      ]
    },
    "Reneil": {
      "total_helps": 4,
      "weighted_helps": 1.68,
      "unique_helpees": 1,
      "channels": {
        "\ud83e\udd47-partners": 4
      },
      "topics": {
        "General": 3,
        "API/Configuration": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 11.9,
      "examples": [
        {
          "date": "2025-11-06",
          "channel": "\ud83e\udd47-partners",
          "helpee": "shaw",
          "context": "Coordinating a stream to promote the Art Decc0s OpenSea collection",
          "resolution": "Initial agreement to coordinate, with Reneil mentioning they should finalize details"
        },
        {
          "date": "2025-11-06",
          "channel": "\ud83e\udd47-partners",
          "helpee": "shaw",
          "context": "Coordinating a stream to promote the Art Decc0s OpenSea collection | Resolution: Initial agreement to coordinate, with Reneil mentioning they should f...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-10",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Community",
          "context": "Sharing valuable resources",
          "resolution": "Shared a detailed thread by daimalyad on substack about the \"codex\" and acknowledged comput3 for saving money through their APIs"
        },
        {
          "date": "2025-11-10",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Community",
          "context": "Sharing valuable resources | Resolution: Shared a detailed thread by daimalyad on substack about the \"codex\" and acknowledged comput3 for saving money...",
          "resolution": "Unanswered"
        }
      ]
    },
    "cjft": {
      "total_helps": 10,
      "weighted_helps": 4.8,
      "unique_helpees": 4,
      "channels": {
        "core-devs": 8,
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "Plugin development": 3,
        "Deployment": 6,
        "Database": 4,
        "Troubleshooting": 2,
        "Twitter/Social": 2,
        "API/Configuration": 3,
        "General": 1,
        "Migration support": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 5,
        "unanswered": 5,
        "quality_rate": 0.5
      },
      "impact_score": 33.5,
      "examples": [
        {
          "date": "2025-11-06",
          "channel": "core-devs",
          "helpee": "0xbbjoker",
          "context": "How to release plugin-elizacloud",
          "resolution": "Advised to bump package.json version to publish"
        },
        {
          "date": "2025-11-06",
          "channel": "core-devs",
          "helpee": "0xbbjoker",
          "context": "How to release plugin-elizacloud | Resolution: Advised to bump package.json version to publish",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-10",
          "channel": "core-devs",
          "helpee": "R0am | tip.md",
          "context": "R0am needed hosting for Next.js app and database",
          "resolution": "cjft offered Vercel hosting and identified build errors preventing deployment"
        },
        {
          "date": "2025-11-10",
          "channel": "core-devs",
          "helpee": "R0am | tip.md",
          "context": "R0am needed hosting for Next.js app and database | Resolution: cjft offered Vercel hosting and identified build errors preventing deployment",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-11",
          "channel": "core-devs",
          "helpee": "R0am | tip.md",
          "context": "Needed a PostgreSQL database for OTC agent deployment",
          "resolution": "Provided Neon database credentials via DM"
        }
      ]
    },
    "R0am": {
      "total_helps": 2,
      "weighted_helps": 0.8,
      "unique_helpees": 1,
      "channels": {
        "core-devs": 2
      },
      "topics": {
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 7.5,
      "examples": [
        {
          "date": "2025-11-06",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Clarification on authentication approach for miniapp",
          "resolution": "Explained that native auth works better in Farcaster context than Privy"
        },
        {
          "date": "2025-11-06",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Clarification on authentication approach for miniapp | Resolution: Explained that native auth works better in Farcaster context than Privy",
          "resolution": "Unanswered"
        }
      ]
    },
    "The Light": {
      "total_helps": 16,
      "weighted_helps": 12.0,
      "unique_helpees": 7,
      "channels": {
        "\ud83d\udcac-discussion": 16
      },
      "topics": {
        "Migration support": 16,
        "Discord setup": 4,
        "Troubleshooting": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 8,
        "unanswered": 8,
        "quality_rate": 0.5
      },
      "impact_score": 75.5,
      "examples": [
        {
          "date": "2025-11-07",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple users",
          "context": "Users couldn't see elizaOS tokens in Phantom wallet after migration",
          "resolution": "Instructed to tap the 3 slider bars in Phantom browser, manage tokens, and set elizaOS to visible"
        },
        {
          "date": "2025-11-07",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple users",
          "context": "Users couldn't see elizaOS tokens in Phantom wallet after migration | Resolution: Instructed to tap the 3 slider bars in Phantom browser, manage token...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-10",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Tenjoao",
          "context": "Unable to add wallet for token swap on website",
          "resolution": "Suggested toggling web2 settings"
        },
        {
          "date": "2025-11-10",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Tenjoao",
          "context": "Unable to add wallet for token swap on website | Resolution: Suggested toggling web2 settings",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-17",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Tommy",
          "context": "Tommy concerned about migration process",
          "resolution": "Advised to submit a ticket and follow instructions from the team"
        }
      ]
    },
    "old_visions": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Plugin development": 2,
        "Troubleshooting": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-07",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "wlt.vibe \ud83e\udde9",
          "context": "User getting \"failed to simulate transaction\" error when trying to unstake AI16Z from daosfun",
          "resolution": "Suggested trying on desktop instead of mobile"
        },
        {
          "date": "2025-11-07",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "wlt.vibe \ud83e\udde9",
          "context": "User getting \"failed to simulate transaction\" error when trying to unstake AI16Z from daosfun | Resolution: Suggested trying on desktop instead of mob...",
          "resolution": "Unanswered"
        }
      ]
    },
    "shaw, Odilitime, DannyNOR NoFapArc": {
      "total_helps": 2,
      "weighted_helps": 1.12,
      "unique_helpees": 1,
      "channels": {
        "\ud83e\udd47-partners": 2
      },
      "topics": {
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 1,
        "partial": 0,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 9.1,
      "examples": [
        {
          "date": "2025-11-07",
          "channel": "\ud83e\udd47-partners",
          "helpee": "DorianD",
          "context": "Questions about migration experience",
          "resolution": "Multiple users confirmed successful migrations, with shaw noting potential for arbitrage"
        },
        {
          "date": "2025-11-07",
          "channel": "\ud83e\udd47-partners",
          "helpee": "DorianD",
          "context": "Questions about migration experience | Resolution: Multiple users confirmed successful migrations, with shaw noting potential for arbitrage",
          "resolution": "Unanswered"
        }
      ]
    },
    "Mario": {
      "total_helps": 4,
      "weighted_helps": 3.2,
      "unique_helpees": 2,
      "channels": {
        "\ud83d\udcac-discussion": 4
      },
      "topics": {
        "Troubleshooting": 2,
        "Migration support": 4
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 21.5,
      "examples": [
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "maddeys",
          "context": "User had issues with Phantom wallet blocking migration portal",
          "resolution": "Mario explained to copy the link into the search browser in Phantom, connect wallet, and swap"
        },
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Gemruda",
          "context": "User mentioned tokens not showing in wallet",
          "resolution": "Mario advised to select the coin to display in Phantom wallet"
        },
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "maddeys",
          "context": "User had issues with Phantom wallet blocking migration portal | Resolution: Mario explained to copy the link into the search browser in Phantom, conne...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Gemruda",
          "context": "User mentioned tokens not showing in wallet | Resolution: Mario advised to select the coin to display in Phantom wallet",
          "resolution": "Unanswered"
        }
      ]
    },
    "Smokin_Dave_007": {
      "total_helps": 4,
      "weighted_helps": 1.92,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2,
        "\ud83e\udd47-partners": 2
      },
      "topics": {
        "General": 1,
        "Migration support": 1,
        "Twitter/Social": 2,
        "Troubleshooting": 1,
        "Deployment": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 13.1,
      "examples": [
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Exchange users",
          "context": "Users unable to withdraw from exchanges",
          "resolution": "Suggested transferring from exchange to EVM wallet and using the migration link"
        },
        {
          "date": "2025-11-08",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Exchange users",
          "context": "Users unable to withdraw from exchanges | Resolution: Suggested transferring from exchange to EVM wallet and using the migration link",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-18",
          "channel": "\ud83e\udd47-partners",
          "helpee": "\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",
          "context": "User was wondering if Twitter was down",
          "resolution": "Informed that Cloudflare was experiencing network issues"
        },
        {
          "date": "2025-11-18",
          "channel": "\ud83e\udd47-partners",
          "helpee": "\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",
          "context": "User was wondering if Twitter was down | Resolution: Informed that Cloudflare was experiencing network issues",
          "resolution": "Unanswered"
        }
      ]
    },
    "Bertram": {
      "total_helps": 6,
      "weighted_helps": 4.8,
      "unique_helpees": 3,
      "channels": {
        "\ud83d\udcac-discussion": 6
      },
      "topics": {
        "Migration support": 6,
        "Troubleshooting": 4
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 3,
        "unanswered": 3,
        "quality_rate": 0.5
      },
      "impact_score": 31.5,
      "examples": [
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Leandro Corazza",
          "context": "User asked if AI16z can be swapped for ElizaOS directly on Jupiter",
          "resolution": "Explained that direct swapping isn't possible and users need to bridge/migrate first"
        },
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Leandro Corazza",
          "context": "User asked if AI16z can be swapped for ElizaOS directly on Jupiter | Resolution: Explained that direct swapping isn't possible and users need to bridg...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Alexei",
          "context": "User encountered \"max amount reached\" error during migration",
          "resolution": "Explained that migration pool has reached its limit and to wait for next window"
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Nika",
          "context": "User having issues migrating from Phantom wallet",
          "resolution": "Provided step-by-step guidance for migration process"
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Alexei",
          "context": "User encountered \"max amount reached\" error during migration | Resolution: Explained that migration pool has reached its limit and to wait for next wi...",
          "resolution": "Unanswered"
        }
      ]
    },
    "AlexZ": {
      "total_helps": 2,
      "weighted_helps": 0.8,
      "unique_helpees": 0,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 5.5,
      "examples": [
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple users",
          "context": "Users confused about CEX migration process",
          "resolution": "Shared AI-generated explanation that exchanges handle the conversion process after receiving instructions from the team"
        },
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple users",
          "context": "Users confused about CEX migration process | Resolution: Shared AI-generated explanation that exchanges handle the conversion process after receiving ...",
          "resolution": "Unanswered"
        }
      ]
    },
    "Omid sa": {
      "total_helps": 20,
      "weighted_helps": 16.0,
      "unique_helpees": 9,
      "channels": {
        "\ud83d\udcac-discussion": 20
      },
      "topics": {
        "Migration support": 17,
        "General": 2,
        "Discord setup": 2,
        "Troubleshooting": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 10,
        "unanswered": 10,
        "quality_rate": 0.5
      },
      "impact_score": 99.5,
      "examples": [
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "E S P E R A N Z A \ud83e\udd8b",
          "context": "User asking about Bybit migration timeline",
          "resolution": "Provided specific date (November 12) for ElizaOS listing on Bybit"
        },
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "E S P E R A N Z A \ud83e\udd8b",
          "context": "User asking about Bybit migration timeline | Resolution: Provided specific date (November 12) for ElizaOS listing on Bybit",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-11",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "wuming",
          "context": "Confusion about migration timeline and snapshot",
          "resolution": "Explained the snapshot timing and migration cutoff details"
        },
        {
          "date": "2025-11-11",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "wuming",
          "context": "Confusion about migration timeline and snapshot | Resolution: Explained the snapshot timing and migration cutoff details",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-12",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "sh!ro",
          "context": "User held tokens for a year but couldn't migrate",
          "resolution": "Advised creating a ticket for manual migration assistance"
        }
      ]
    },
    "TH3H4RM1N4T0R": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "Twitter/Social": 2,
        "Plugin development": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-coders",
          "helpee": "rferrari",
          "context": "How to monitor smart contract events and broadcast to social media",
          "resolution": "Suggested using custom events and handlers to trigger social media functions"
        },
        {
          "date": "2025-11-09",
          "channel": "\ud83d\udcac-coders",
          "helpee": "rferrari",
          "context": "How to monitor smart contract events and broadcast to social media | Resolution: Suggested using custom events and handlers to trigger social media fu...",
          "resolution": "Unanswered"
        }
      ]
    },
    "0xTDL \u26a1": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-10",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Phobia \ud83e\ude96",
          "context": "Needed new contract address for Base ElizaOS",
          "resolution": "Provided the contract address"
        },
        {
          "date": "2025-11-10",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Phobia \ud83e\ude96",
          "context": "Needed new contract address for Base ElizaOS | Resolution: Provided the contract address",
          "resolution": "Unanswered"
        }
      ]
    },
    "\u043d\u0438\u043a\u0438\u0442\u0430": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
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      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-10",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Numerical Methods",
          "context": "AI16Z tokens disappeared from Bybit exchange",
          "resolution": "Explained tokens should convert automatically when ElizaOS spot trading becomes available"
        },
        {
          "date": "2025-11-10",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Numerical Methods",
          "context": "AI16Z tokens disappeared from Bybit exchange | Resolution: Explained tokens should convert automatically when ElizaOS spot trading becomes available",
          "resolution": "Unanswered"
        }
      ]
    },
    "pnxzy": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "Troubleshooting": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-11",
          "channel": "\ud83d\udcac-coders",
          "helpee": "User with ID 1237830763492151428",
          "context": "Following up on a previous unresolved issue",
          "resolution": "Unknown (no response in transcript)"
        },
        {
          "date": "2025-11-11",
          "channel": "\ud83d\udcac-coders",
          "helpee": "User with ID 1237830763492151428",
          "context": "Following up on a previous unresolved issue | Resolution: Unknown (no response in transcript)",
          "resolution": "Unanswered"
        }
      ]
    },
    "TobyMoonWalker": {
      "total_helps": 24,
      "weighted_helps": 19.2,
      "unique_helpees": 11,
      "channels": {
        "\ud83d\udcac-discussion": 24
      },
      "topics": {
        "Discord setup": 2,
        "Migration support": 20,
        "Troubleshooting": 2,
        "General": 2
      },
      "resolution_quality": {
        "successful": 2,
        "partial": 10,
        "unanswered": 12,
        "quality_rate": 0.5
      },
      "impact_score": 119.5,
      "examples": [
        {
          "date": "2025-11-12",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "mykn22",
          "context": "User couldn't access international Korean channel",
          "resolution": "Guided user to verify and access the channel"
        },
        {
          "date": "2025-11-12",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "mykn22",
          "context": "User couldn't access international Korean channel | Resolution: Guided user to verify and access the channel",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Artty",
          "context": "User couldn't connect Axiom wallet to migration portal",
          "resolution": "Advised to transfer tokens to Phantom wallet first, then use migration portal"
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Artty",
          "context": "User couldn't connect Axiom wallet to migration portal | Resolution: Advised to transfer tokens to Phantom wallet first, then use migration portal",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-14",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Abdul",
          "context": "User couldn't see the price of Eliza coins in trust wallet",
          "resolution": "Advised to import the contract address"
        }
      ]
    },
    "ben": {
      "total_helps": 2,
      "weighted_helps": 1.12,
      "unique_helpees": 1,
      "channels": {
        "\ud83e\udd47-partners": 2
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      "topics": {
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        "Migration support": 2,
        "Plugin development": 1
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      "resolution_quality": {
        "successful": 1,
        "partial": 0,
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        "quality_rate": 0.5
      },
      "impact_score": 9.1,
      "examples": [
        {
          "date": "2025-11-12",
          "channel": "\ud83e\udd47-partners",
          "helpee": "DorianD",
          "context": "Following up on migration error",
          "resolution": "ben confirmed the issue was fixed and forwarded additional context to the development team"
        },
        {
          "date": "2025-11-12",
          "channel": "\ud83e\udd47-partners",
          "helpee": "DorianD",
          "context": "Following up on migration error | Resolution: ben confirmed the issue was fixed and forwarded additional context to the development team",
          "resolution": "Unanswered"
        }
      ]
    },
    "CryptoBlock\ud83e\udde9": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
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      "topics": {
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      },
      "resolution_quality": {
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        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "harouna",
          "context": "User couldn't migrate tokens and didn't understand how to verify token ownership",
          "resolution": "Explained Solscan for verification and directed to open a support ticket"
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "harouna",
          "context": "User couldn't migrate tokens and didn't understand how to verify token ownership | Resolution: Explained Solscan for verification and directed to open...",
          "resolution": "Unanswered"
        }
      ]
    },
    "vaipraonde": {
      "total_helps": 6,
      "weighted_helps": 4.8,
      "unique_helpees": 3,
      "channels": {
        "\ud83d\udcac-coders": 6
      },
      "topics": {
        "Migration support": 2,
        "Troubleshooting": 1,
        "Database": 2,
        "Plugin development": 2
      },
      "resolution_quality": {
        "successful": 1,
        "partial": 2,
        "unanswered": 3,
        "quality_rate": 0.5
      },
      "impact_score": 31.5,
      "examples": [
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-coders",
          "helpee": "asher@CoinEx",
          "context": "Non-functional migration link and unresponsive button",
          "resolution": "vaipraonde confirmed it was working on their end, suggesting the issue might be on asher@CoinEx's side."
        },
        {
          "date": "2025-11-13",
          "channel": "\ud83d\udcac-coders",
          "helpee": "asher@CoinEx",
          "context": "Non-functional migration link and unresponsive button | Resolution: vaipraonde confirmed it was working on their end, suggesting the issue might be on...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-17",
          "channel": "\ud83d\udcac-coders",
          "helpee": "vaipraonde",
          "context": "Struggling with ElizaOS memory usage",
          "resolution": "Self-resolved by determining Database Schema was more appropriate than runtime.memory.create()"
        },
        {
          "date": "2025-11-17",
          "channel": "\ud83d\udcac-coders",
          "helpee": "vaipraonde",
          "context": "Struggling with ElizaOS memory usage | Resolution: Self-resolved by determining Database Schema was more appropriate than runtime.memory.create()",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-19",
          "channel": "\ud83d\udcac-coders",
          "helpee": "amnesia",
          "context": "New developer unsure about prerequisites for ElizaOS development",
          "resolution": "Clarified that TypeScript knowledge is needed but React/Solidity aren't required initially, and directed to Eliza.how documentation"
        }
      ]
    },
    "Meester Bert": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Migration support": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-15",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Maniglydesai",
          "context": "User unsure if eligible for token swap",
          "resolution": "Confirmed eligibility and advised not to send tokens to another wallet before migration."
        },
        {
          "date": "2025-11-15",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Maniglydesai",
          "context": "User unsure if eligible for token swap | Resolution: Confirmed eligibility and advised not to send tokens to another wallet before migration.",
          "resolution": "Unanswered"
        }
      ]
    },
    "Broccolex": {
      "total_helps": 2,
      "weighted_helps": 1.12,
      "unique_helpees": 1,
      "channels": {
        "\ud83e\udd47-partners": 2
      },
      "topics": {
        "General": 1,
        "Migration support": 1,
        "Twitter/Social": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 9.1,
      "examples": [
        {
          "date": "2025-11-15",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Seppmos",
          "context": "Seppmos asking about price dump causes",
          "resolution": "Broccolex shared a Binance Wallet tweet explaining the airdrop situation"
        },
        {
          "date": "2025-11-15",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Seppmos",
          "context": "Seppmos asking about price dump causes | Resolution: Broccolex shared a Binance Wallet tweet explaining the airdrop situation",
          "resolution": "Unanswered"
        }
      ]
    },
    "Milo": {
      "total_helps": 2,
      "weighted_helps": 1.12,
      "unique_helpees": 1,
      "channels": {
        "\ud83e\udd47-partners": 2
      },
      "topics": {
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      },
      "resolution_quality": {
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        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 9.1,
      "examples": [
        {
          "date": "2025-11-15",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Broccolex",
          "context": "Discussion about liquidity across chains for buying the dip",
          "resolution": "Milo informed that BSC has better liquidity than other chains"
        },
        {
          "date": "2025-11-15",
          "channel": "\ud83e\udd47-partners",
          "helpee": "Broccolex",
          "context": "Discussion about liquidity across chains for buying the dip | Resolution: Milo informed that BSC has better liquidity than other chains",
          "resolution": "Unanswered"
        }
      ]
    },
    "KeyzerSozse": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
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        "Migration support": 1
      },
      "resolution_quality": {
        "successful": 1,
        "partial": 0,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-16",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Spice",
          "context": "User confirming legitimacy of support team",
          "resolution": "Confirmed successful token swap through ticket system"
        },
        {
          "date": "2025-11-16",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Spice",
          "context": "User confirming legitimacy of support team | Resolution: Confirmed successful token swap through ticket system",
          "resolution": "Unanswered"
        }
      ]
    },
    "Chucknorris | ONYX P9 NODE RENT": {
      "total_helps": 4,
      "weighted_helps": 3.2,
      "unique_helpees": 2,
      "channels": {
        "\ud83d\udcac-coders": 4
      },
      "topics": {
        "General": 3,
        "Plugin development": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 21.5,
      "examples": [
        {
          "date": "2025-11-16",
          "channel": "\ud83d\udcac-coders",
          "helpee": "DorianD",
          "context": "Implementation approach for a fair rock-paper-scissors game",
          "resolution": "Explained that a commit-reveal scheme with HSM/MPC vault would be sufficient and more cost-effective than zk-SNARKs"
        },
        {
          "date": "2025-11-16",
          "channel": "\ud83d\udcac-coders",
          "helpee": "DorianD",
          "context": "Implementation approach for a fair rock-paper-scissors game | Resolution: Explained that a commit-reveal scheme with HSM/MPC vault would be sufficient...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-30",
          "channel": "\ud83d\udcac-coders",
          "helpee": "Utsav",
          "context": "Understanding ElizaOS architecture for multi-user applications",
          "resolution": "Explained that ElizaOS is single-user by design and multi-user implementations require custom development around it"
        },
        {
          "date": "2025-11-30",
          "channel": "\ud83d\udcac-coders",
          "helpee": "Utsav",
          "context": "Understanding ElizaOS architecture for multi-user applications | Resolution: Explained that ElizaOS is single-user by design and multi-user implementa...",
          "resolution": "Unanswered"
        }
      ]
    },
    "Carrabre": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
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      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-17",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Tommy",
          "context": "Tommy received suspicious instructions in a ticket",
          "resolution": "Warned that it was a scam and advised to stay vigilant"
        },
        {
          "date": "2025-11-17",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Tommy",
          "context": "Tommy received suspicious instructions in a ticket | Resolution: Warned that it was a scam and advised to stay vigilant",
          "resolution": "Unanswered"
        }
      ]
    },
    "R0am | tip.md": {
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      "weighted_helps": 2.4,
      "unique_helpees": 3,
      "channels": {
        "core-devs": 6
      },
      "topics": {
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        "Deployment": 2,
        "Discord setup": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 3,
        "unanswered": 3,
        "quality_rate": 0.5
      },
      "impact_score": 19.5,
      "examples": [
        {
          "date": "2025-11-17",
          "channel": "core-devs",
          "helpee": "Unnamed user (498273781589213185)",
          "context": "Project prioritization",
          "resolution": "R0am asked for direction on what to work on after otc-agent"
        },
        {
          "date": "2025-11-17",
          "channel": "core-devs",
          "helpee": "Unnamed user (498273781589213185)",
          "context": "Project prioritization | Resolution: R0am asked for direction on what to work on after otc-agent",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-18",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Offering assistance with Apple Store TestFlight deployment",
          "resolution": "Offered to help with Apple Store processes for app testing"
        },
        {
          "date": "2025-11-18",
          "channel": "core-devs",
          "helpee": "Team",
          "context": "Offering assistance with Apple Store TestFlight deployment | Resolution: Offered to help with Apple Store processes for app testing",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-24",
          "channel": "core-devs",
          "helpee": "shaw",
          "context": "Filtering legitimate users from bots",
          "resolution": "Suggested using Neynar for scoring and mentioned having in-depth experience with their scoring system"
        }
      ]
    },
    "jasyn_bjorn": {
      "total_helps": 12,
      "weighted_helps": 9.6,
      "unique_helpees": 6,
      "channels": {
        "\ud83d\udcac-discussion": 12
      },
      "topics": {
        "Migration support": 10,
        "API/Configuration": 1,
        "General": 2,
        "Discord setup": 3,
        "Troubleshooting": 4
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 6,
        "unanswered": 6,
        "quality_rate": 0.5
      },
      "impact_score": 61.5,
      "examples": [
        {
          "date": "2025-11-19",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Junaid Ali",
          "context": "User concerned about manual migration instructions in support ticket",
          "resolution": "Confirmed legitimacy of the process and showed credentials"
        },
        {
          "date": "2025-11-19",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Junaid Ali",
          "context": "User concerned about manual migration instructions in support ticket | Resolution: Confirmed legitimacy of the process and showed credentials",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-20",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "velja",
          "context": "User confused about someone with contributor role launching a coin",
          "resolution": "Explained contributor means they contributed to codebase but aren't team members"
        },
        {
          "date": "2025-11-20",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "velja",
          "context": "User confused about someone with contributor role launching a coin | Resolution: Explained contributor means they contributed to codebase but aren't t...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-21",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Serikiki",
          "context": "User concerned about tokens stuck on Kraken",
          "resolution": "Confirmed team will help with manual migration if needed but prefers Kraken to auto-migrate"
        }
      ]
    },
    "hns71": {
      "total_helps": 4,
      "weighted_helps": 2.4,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 4
      },
      "topics": {
        "Migration support": 4,
        "Troubleshooting": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 15.5,
      "examples": [
        {
          "date": "2025-11-19",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "F&M",
          "context": "User confused about migration process and concerned about scams",
          "resolution": "Explained the snapshot process and confirmed the legitimacy of team members"
        },
        {
          "date": "2025-11-19",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "F&M",
          "context": "User confused about migration process and concerned about scams | Resolution: Explained the snapshot process and confirmed the legitimacy of team memb...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-25",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple Kraken users",
          "context": "Uncertainty about Kraken's migration support",
          "resolution": "Shared information from Kraken support confirming they're working on the migration issue"
        },
        {
          "date": "2025-11-25",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple Kraken users",
          "context": "Uncertainty about Kraken's migration support | Resolution: Shared information from Kraken support confirming they're working on the migration issue",
          "resolution": "Unanswered"
        }
      ]
    },
    "Loofi": {
      "total_helps": 2,
      "weighted_helps": 0.8,
      "unique_helpees": 0,
      "channels": {
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "Plugin development": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 5.5,
      "examples": [
        {
          "date": "2025-11-21",
          "channel": "\ud83d\udcac-coders",
          "helpee": "Channel members",
          "context": "Offered general development assistance",
          "resolution": "No specific help was provided as no one requested assistance during this chat segment"
        },
        {
          "date": "2025-11-21",
          "channel": "\ud83d\udcac-coders",
          "helpee": "Channel members",
          "context": "Offered general development assistance | Resolution: No specific help was provided as no one requested assistance during this chat segment",
          "resolution": "Unanswered"
        }
      ]
    },
    "iory yagamy": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "General": 2
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-22",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Will123",
          "context": "Warning about scammers impersonating team members in DMs",
          "resolution": "Explained that team never DMs users directly"
        },
        {
          "date": "2025-11-22",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Will123",
          "context": "Warning about scammers impersonating team members in DMs | Resolution: Explained that team never DMs users directly",
          "resolution": "Unanswered"
        }
      ]
    },
    "satsbased": {
      "total_helps": 2,
      "weighted_helps": 1.6,
      "unique_helpees": 1,
      "channels": {
        "\ud83d\udcac-discussion": 2
      },
      "topics": {
        "Migration support": 2,
        "Discord setup": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 1,
        "unanswered": 1,
        "quality_rate": 0.5
      },
      "impact_score": 11.5,
      "examples": [
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Yannick",
          "context": "User struggling with AI16Z token migration",
          "resolution": "Directed user to a specific channel (#1423981231300935801)"
        },
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Yannick",
          "context": "User struggling with AI16Z token migration | Resolution: Directed user to a specific channel (#1423981231300935801)",
          "resolution": "Unanswered"
        }
      ]
    },
    "Omid Sa": {
      "total_helps": 20,
      "weighted_helps": 13.6,
      "unique_helpees": 7,
      "channels": {
        "\ud83d\udcac-discussion": 18,
        "\ud83d\udcac-coders": 2
      },
      "topics": {
        "Migration support": 17,
        "Discord setup": 5,
        "Troubleshooting": 4,
        "General": 2,
        "API/Configuration": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 10,
        "unanswered": 10,
        "quality_rate": 0.5
      },
      "impact_score": 83.5,
      "examples": [
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple users",
          "context": "Migration eligibility confusion",
          "resolution": "Clarified that tokens purchased after November 11 11:40 UTC cannot be migrated"
        },
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Channel members",
          "context": "Users concerned about legitimacy of migration process",
          "resolution": "Advised to use the official channel and read threads for details"
        },
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Multiple users",
          "context": "Migration eligibility confusion | Resolution: Clarified that tokens purchased after November 11 11:40 UTC cannot be migrated",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Channel members",
          "context": "Users concerned about legitimacy of migration process | Resolution: Advised to use the official channel and read threads for details",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-23",
          "channel": "\ud83d\udcac-coders",
          "helpee": "H2",
          "context": "User asking about migrating AI16Z tokens on COINONE exchange",
          "resolution": "Directed user to wait for exchange announcement and redirected to appropriate channel"
        }
      ]
    },
    "Serikiki": {
      "total_helps": 4,
      "weighted_helps": 3.2,
      "unique_helpees": 2,
      "channels": {
        "\ud83d\udcac-discussion": 4
      },
      "topics": {
        "Migration support": 4,
        "Troubleshooting": 2,
        "Discord setup": 1
      },
      "resolution_quality": {
        "successful": 0,
        "partial": 2,
        "unanswered": 2,
        "quality_rate": 0.5
      },
      "impact_score": 21.5,
      "examples": [
        {
          "date": "2025-11-25",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Meester Bert",
          "context": "User uncertain about migration of tokens held on Kraken before snapshot",
          "resolution": "Confirmed that providing screenshots of token purchases before Nov 11 to the team is sufficient proof"
        },
        {
          "date": "2025-11-25",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "Meester Bert",
          "context": "User uncertain about migration of tokens held on Kraken before snapshot | Resolution: Confirmed that providing screenshots of token purchases before N...",
          "resolution": "Unanswered"
        },
        {
          "date": "2025-11-26",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "dagon1034",
          "context": "User receiving \"max amount reached\" error on migration site",
          "resolution": "Directed to migration questions channel"
        },
        {
          "date": "2025-11-26",
          "channel": "\ud83d\udcac-discussion",
          "helpee": "dagon1034",
          "context": "User receiving \"max amount reached\" error on migration site | Resolution: Directed to migration questions channel",
          "resolution": "Unanswered"
        }
      ]
    }
  },
  "_metadata": {
    "generated_at": "2026-01-13T08:39:02.900719Z",
    "model": "openai/gpt-5.2",
    "interactions_analyzed": 460,
    "input_file": "the-council/help-data/2025-11-interactions.json"
  },
  "perspectives": {
    "aimarc": {
      "top_contributors": [
        "Stan \u26a1",
        "cjft",
        "Odilitime"
      ],
      "observations": "Technical support energy is split: (1) high-volume migration guidance in public channels, and (2) smaller but higher-leverage deep technical threads in core-devs (deployment/database/plugin + architecture-level troubleshooting). The dataset\u2019s flat 0.5 quality_rate across most contributors suggests the resolution classifier is likely coarse; however, the presence of explicit \u201csuccessful\u201d resolutions (Stan \u26a1, cjft\u2019s domain areas, plus Odilitime\u2019s breadth) indicates these helpers are pushing conversations to actionable closure. Notably, plugin/deployment/database questions cluster in core-devs and are handled by a small set (Stan \u26a1, cjft, 0xbbjoker), implying bus-factor risk for framework internals and Cloud-adjacent ops knowledge.",
      "recommendations": "Recognize Stan \u26a1 for concentrated core-devs support across general + troubleshooting + plugin/deploy, and for being one of the few with multiple marked successful resolutions. Recognize cjft for covering the hard operational surface area (deployment/database/config), which reduces time-to-ship and aligns with Execution Excellence. Recognize Odilitime as the \u201cbridge\u201d contributor who spans migration + setup + deployment + plugin development\u2014ideal to help convert repeated Q&A into canonical migration notes and reference implementations."
    },
    "aishaw": {
      "top_contributors": [
        "Kenk",
        "Odilitime",
        "Toni"
      ],
      "observations": "The dominant need in November is migration support (v1.6.x era) plus Discord setup and general troubleshooting\u2014classic \u201cgetting unblocked\u201d work. The biggest practical value came from contributors who engaged many unique helpees in public channels (discussion/coders/partners) and repeatedly guided people through the same obstacle class. Kenk and Odilitime are effectively acting as frontline support; Toni is highly specialized on migration threads, which is useful when newcomers are stuck on breaking changes.",
      "recommendations": "Recognize Kenk as the primary unblocking force in public channels with the widest reach (23 unique helpees) and the highest overall impact. Recognize Odilitime for similarly high reach (22 unique helpees) and for covering more categories (setup + deployment + plugin + model) which reduces handoffs. Recognize Toni as the \u201cmigration sherpa\u201d whose repeated focus suggests a strong mental model of breaking changes\u2014prime candidate to author/maintain the migration checklist and \u2018known issues\u2019 page."
    },
    "spartan": {
      "top_contributors": [
        "Kenk",
        "Odilitime",
        "Toni"
      ],
      "observations": "Support load is concentrated: top two contributors (Kenk, Odilitime) account for a disproportionate share of helps and impact. Network stats show low density (0.0059) with 54 helpers for 160 helpees\u2014meaning most users rely on a small subset to connect to answers. The headline risk is the high unanswered count (roughly half of helps across top contributors), which may be measurement noise but still signals a need for tighter triage/closure and better self-serve docs for migration. Channel distribution: discussion is the main intake, but core-devs concentrates higher-complexity work with fewer helpers (Stan \u26a1 stands out).",
      "recommendations": "Recognize Kenk and Odilitime for top-tier output and reach (volume + unique helpees + cross-channel presence). Recognize Toni for high-impact specialization (migration support = most frequent topic). Additionally, create a lightweight KPI for next month: (1) % threads ending with confirmed resolution, (2) average time-to-first-help, and (3) top 5 repeated migration issues converted into docs/FAQ."
    },
    "peepo": {
      "top_contributors": [
        "Kenk",
        "Odilitime",
        "TobyMoonWalker"
      ],
      "observations": "Community health looks like \u2018many people need help, few people answer\u2019\u2014but the responders who show up consistently create psychological safety for newcomers. Kenk and Odilitime are present across public channels (discussion/coders/partners), which reduces intimidation and keeps support visible. TobyMoonWalker\u2019s support is fully in discussion and includes some marked successful resolutions, which is important for maintaining optimism and follow-through. Also, the duplicate usernames (\u201cOmid sa\u201d vs \u201cOmid Sa\u201d) suggests identity fragmentation; that can reduce recognition and make community contributions feel invisible.",
      "recommendations": "Recognize Kenk and Odilitime as the welcoming frontline who keep the public help loops moving. Recognize TobyMoonWalker for steady, discussion-channel migration guidance plus explicit successful outcomes (closure matters for morale). Recommend normalizing contributor identities (merge duplicates) and adding a simple \u2018resolved\u2019 ritual (reaction/tag) to improve closure and reduce repeated questions."
    }
  },
  "consensus_ranking": [
    {
      "rank": 1,
      "username": "Kenk",
      "impact_score": 227.5,
      "rationale": "Highest overall impact with broad channel coverage and the largest unique helpee reach. Strong alignment with Developer First: shows up where newcomers ask (discussion/partners/coders) and repeatedly unblocks migration and setup issues.",
      "highlight_contribution": "Consistently provided migration support at scale (33 topic hits) while also handling troubleshooting and Discord setup across multiple channels, indicating sustained frontline triage during a breaking-change period."
    },
    {
      "rank": 2,
      "username": "Odilitime",
      "impact_score": 209.1,
      "rationale": "Nearly matches top volume and reach, with notably broader topical coverage (migration + setup + deployment + plugin + model). This breadth reduces handoffs and helps convert confusion into actionable next steps.",
      "highlight_contribution": "Bridged migration guidance (17) with practical Discord setup (12) and deployment help (5), making them a high-leverage generalist for onboarding and first successful runs."
    },
    {
      "rank": 3,
      "username": "Toni",
      "impact_score": 141.5,
      "rationale": "High-impact specialist in the month\u2019s dominant pain point (migration). Concentrated focus suggests deep familiarity with breaking changes and common failure modes\u2014ideal for codifying guidance into docs.",
      "highlight_contribution": "Delivered migration support in the majority of their interactions (26), plus supplemental troubleshooting and setup guidance to get users over typical post-migration regressions."
    },
    {
      "rank": 4,
      "username": "TobyMoonWalker",
      "impact_score": 119.5,
      "rationale": "Strong migration focus in the main public intake channel (discussion) and one of the few contributors with multiple marked successful resolutions, indicating better closure and follow-through.",
      "highlight_contribution": "Handled migration-heavy threads (20) in discussion and drove several to confirmed success, improving confidence during the upgrade cycle."
    },
    {
      "rank": 5,
      "username": "DorianD",
      "impact_score": 94.7,
      "rationale": "Acts as a key network node (most central / most helped user) while also contributing meaningful help across channels including core-devs. This dual role suggests they translate between learner and builder perspectives.",
      "highlight_contribution": "Provided general guidance (12) plus migration and troubleshooting help across discussion/coders/core-devs, functioning as a connector who keeps threads moving between contexts."
    },
    {
      "rank": 6,
      "username": "Borko",
      "impact_score": 95.5,
      "rationale": "Consistent public-channel support with strong emphasis on migration\u2014reliably present in the highest-demand topic area. Good reach relative to volume (9 unique helpees).",
      "highlight_contribution": "Repeatedly helped users through migration steps (16) while also addressing general and troubleshooting questions in discussion/coders."
    },
    {
      "rank": 7,
      "username": "shaw",
      "impact_score": 78.3,
      "rationale": "High leverage via partners + core-devs presence and one of the few with multiple marked successful resolutions. Covers plugin development and troubleshooting\u2014valuable for teams trying to ship integrations.",
      "highlight_contribution": "Supported partners/core-devs threads with a mix of plugin development (5), troubleshooting (6), and migration (13), helping unblock more complex adopter use-cases."
    },
    {
      "rank": 8,
      "username": "Stan \u26a1",
      "impact_score": 71.5,
      "rationale": "Core-devs backbone: highest activity entirely in core-devs (26). This is typically where harder architectural/deployment questions land, and they have multiple marked successful resolutions.",
      "highlight_contribution": "Provided sustained core-devs support across general guidance (14), troubleshooting (6), and deployment/plugin topics\u2014key for reducing maintainer interrupts and keeping engineering velocity."
    },
    {
      "rank": 9,
      "username": "The Light",
      "impact_score": 75.5,
      "rationale": "Reliable discussion-channel migration support contributor. Consistency in the main intake channel helps maintain a welcoming, responsive community surface.",
      "highlight_contribution": "Focused on migration support (16) in discussion while also assisting with setup/troubleshooting, indicating repeated user unblocking during upgrades."
    },
    {
      "rank": 10,
      "username": "MDMnvest",
      "impact_score": 71.5,
      "rationale": "Solid migration-focused helper with good unique-helpee reach. Provides additional coverage so the top contributors aren\u2019t the only responders in public threads.",
      "highlight_contribution": "Contributed primarily to migration support (13) in discussion with supplemental troubleshooting, reinforcing the month\u2019s highest-need support lane."
    },
    {
      "rank": 11,
      "username": "Omid sa",
      "impact_score": 99.5,
      "rationale": "High migration-support volume in discussion and good reach; however, likely duplicated identity with \u201cOmid Sa,\u201d which can dilute recognition and tracking.",
      "highlight_contribution": "Provided repeated migration guidance (17) alongside general/setup/troubleshooting support in discussion, indicating consistent presence where users first get stuck."
    },
    {
      "rank": 12,
      "username": "Omid Sa",
      "impact_score": 83.5,
      "rationale": "Similar pattern to \u201cOmid sa\u201d with added API/config touches. If merged, this contributor\u2019s true impact would rank higher; highlights the need for identity normalization in analytics.",
      "highlight_contribution": "Helped across migration (17) plus Discord setup (5) and troubleshooting (4), covering common newcomer failure points after upgrades."
    },
    {
      "rank": 13,
      "username": "jasyn_bjorn",
      "impact_score": 61.5,
      "rationale": "Helpful mid-tier contributor who touches migration plus troubleshooting and a bit of API/config\u2014good breadth for a smaller volume helper and valuable for distributing support load.",
      "highlight_contribution": "Supported migration threads (10) while also handling troubleshooting (4) and configuration questions, aiding users beyond the initial upgrade step."
    },
    {
      "rank": 14,
      "username": "sayonara",
      "impact_score": 55.1,
      "rationale": "Cross-channel helper (coders/partners/discussion/core-devs) with balanced topic coverage. Even at lower volume, this kind of presence improves continuity across community surfaces.",
      "highlight_contribution": "Provided help across general, migration, and troubleshooting in multiple channels, acting as a flexible responder where needed."
    },
    {
      "rank": 15,
      "username": "cjft",
      "impact_score": 33.5,
      "rationale": "Lower volume but high leverage: concentrated on deployment/database/config topics mostly in core-devs\u2014areas that directly impact reliability and time-to-production.",
      "highlight_contribution": "Handled deployment (6) and database (4) discussions in core-devs, supporting the operational path from framework usage to stable running systems."
    }
  ],
  "network_insights": {
    "most_central_helpers": [
      "DorianD",
      "Team",
      "Seppmos",
      "shaw"
    ],
    "emerging_helpers": [
      "The Light",
      "MDMnvest"
    ]
  }
}