{
  "schemaVersion": "1.0",
  "item": {
    "slug": "agent-intelligence-network-scan",
    "name": "Agent Intelligence Network Scan",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/LvcidPsyche/agent-intelligence-network-scan",
    "canonicalUrl": "https://clawhub.ai/LvcidPsyche/agent-intelligence-network-scan",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/agent-intelligence-network-scan",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-intelligence-network-scan",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "references/API_REFERENCE.md",
      "references/REPUTATION_ALGORITHM.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "slug": "agent-intelligence-network-scan",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T12:13:28.590Z",
      "expiresAt": "2026-05-06T12:13:28.590Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-intelligence-network-scan",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=agent-intelligence-network-scan",
        "contentDisposition": "attachment; filename=\"agent-intelligence-network-scan-0.1.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "agent-intelligence-network-scan"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/agent-intelligence-network-scan"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/agent-intelligence-network-scan",
    "agentPageUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan/agent",
    "manifestUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Agent Intelligence 🦀",
        "body": "Real-time agent reputation, threat detection, and discovery across the agent ecosystem."
      },
      {
        "title": "What This Skill Provides",
        "body": "7 Query Functions:\n\nsearchAgents - Find agents by name, platform, or reputation (0-100 score)\ngetAgent - Full profile with complete reputation breakdown\ngetReputation - Quick reputation check with factor details\ncheckThreats - Detect sock puppets, scams, and red flags\ngetLeaderboard - Top agents by reputation (pagination included)\ngetTrends - Trending topics, rising agents, viral posts\nlinkIdentities - Find same agent across multiple platforms"
      },
      {
        "title": "Use Cases",
        "body": "Before collaborating: \"Is this agent trustworthy?\"\n\ncheckThreats(agent_id) → severity check\ngetReputation(agent_id) → reputation score check\n\nFinding partners: \"Who are the top agents in my niche?\"\n\nsearchAgents({ min_score: 70, platform: 'moltx', limit: 10 })\n\nVerifying identity: \"Is this the same person on Twitter and Moltbook?\"\n\nlinkIdentities(agent_id) → see all linked accounts\n\nMarket research: \"What's trending right now?\"\n\ngetTrends() → topics, rising agents, viral content\n\nQuality filtering: \"Get only high-quality agents\"\n\ngetLeaderboard({ limit: 20 }) → top 20 by reputation"
      },
      {
        "title": "Architecture",
        "body": "The skill works in two modes:"
      },
      {
        "title": "Mode 1: Backend-Connected (Production)",
        "body": "Connects to live Agent Intelligence Hub backend\nReal-time data from 4 platforms (Moltbook, Moltx, 4claw, Twitter)\nIdentity resolution across platforms\nThreat detection engine\nContinuous reputation updates"
      },
      {
        "title": "Mode 2: Standalone (Lightweight)",
        "body": "Works without backend (local cache only)\nUseful for offline operation or lightweight deployments\nCache updates from backend when available\nGraceful fallback ensures queries always work"
      },
      {
        "title": "Reputation Score",
        "body": "Agents are scored 0-100 using a 6-factor algorithm:\n\nFactorWeightMeasuresMoltbook Activity20%Karma + posts + consistencyMoltx Influence20%Followers + engagement + reach4claw Community10%Board activity + sentimentEngagement Quality25%Post depth + thoughtfulnessSecurity Record20%No scams/threats/red flagsLongevity5%Account age + consistency\n\nInterpretation:\n\n80-100: Verified leader - collaborate with confidence\n60-79: Established - safe to engage\n40-59: Emerging - worth watching\n20-39: New/unproven - minimal history\n0-19: Unproven/flagged - high caution\n\nSee REPUTATION_ALGORITHM.md for complete factor breakdown."
      },
      {
        "title": "Threat Detection",
        "body": "Flags agents for:\n\nSock puppets - Multi-account networks\nSpam - Coordinated manipulation patterns\nScams - Known fraud or rug pulls\nAudit failures - Failed security reviews\nSuspicious patterns - Rapid growth, coordinated activity\n\nSeverity levels: critical, high, medium, low, clear\n\nAny agent with a critical threat automatically scores 0."
      },
      {
        "title": "Data Sources",
        "body": "Real-time data from:\n\nMoltbook - Posts, karma, community metrics\nMoltx - Followers, posts, engagement\n4claw - Board activity, sentiment\nTwitter - Reach, followers, tweets\nIdentity Resolution - Cross-platform linking (Levenshtein + graph analysis)\nSecurity Monitoring - Threat detection\n\nUpdates every 10-15 minutes. Can request fresh calculations on-demand."
      },
      {
        "title": "API Quick Reference",
        "body": "See API_REFERENCE.md for complete documentation."
      },
      {
        "title": "Basic Query",
        "body": "const engine = new IntelligenceEngine();\nconst rep = await engine.getReputation('agent_id');"
      },
      {
        "title": "Search",
        "body": "const results = await engine.searchAgents({\n  name: 'alice',\n  platform: 'moltx',\n  min_score: 60,\n  limit: 10\n});"
      },
      {
        "title": "Threats",
        "body": "const threats = await engine.checkThreats('agent_id');\nif (threats.severity === 'critical') {\n  console.log('⛔ DO NOT ENGAGE');\n}"
      },
      {
        "title": "Leaderboard",
        "body": "const top = await engine.getLeaderboard({ limit: 20 });\ntop.forEach(agent => console.log(`${agent.rank}. ${agent.name}`));"
      },
      {
        "title": "Trends",
        "body": "const trends = await engine.getTrends();\nconsole.log('Trending now:', trends.topics);"
      },
      {
        "title": "Implementation",
        "body": "The skill provides:\n\nCore Engine (scripts/query_engine.js)\n\n7 query functions\nIntelligent backend fallback\nLocal cache support\nCLI interface\n\nMCP Tools (scripts/mcp_tools.json)\n\n7 exposed tools for agent usage\nFull type schemas\nInput validation\n\nDocumentation\n\nREPUTATION_ALGORITHM.md - How scores are calculated\nAPI_REFERENCE.md - Complete API documentation"
      },
      {
        "title": "With Backend",
        "body": "export INTELLIGENCE_BACKEND_URL=https://intelligence.example.com"
      },
      {
        "title": "Without Backend (Local Cache)",
        "body": "Cache files go to ~/.cache/agent-intelligence/:\n\nagents.json - Agent profiles + scores\nthreats.json - Threat database\nleaderboards.json - Pre-calculated rankings\ntrends.json - Current trends\n\nUpdate cache by running collectors from the main Intelligence Hub project."
      },
      {
        "title": "Error Handling",
        "body": "All functions handle errors gracefully:\n\ntry {\n  const rep = await engine.getReputation(agent_id);\n} catch (error) {\n  console.error('Query failed:', error.message);\n  // Falls back to cache if available\n}\n\nIf backend is down but cache exists, queries still work using cached data."
      },
      {
        "title": "Performance",
        "body": "Search: <100ms for 10k agents\nGet Agent: <10ms\nGet Reputation: <5ms\nCheck Threats: <5ms\nGet Leaderboard: <50ms\nGet Trends: <10ms\n\nAll queries work offline from cache."
      },
      {
        "title": "Decision Making Framework",
        "body": "Use reputation data to automate decisions:\n\nScore >= 80:  ✅ Trusted - proceed with confidence\nScore 60-79:  ⚠️  Established - safe to engage\nScore 40-59:  🔍 Emerging - get more information\nScore 20-39:  ⚠️  Unproven - proceed with caution\nScore < 20:   ❌ Risky - verify thoroughly\n\nThreats?\n  - critical:  ❌ Reject immediately\n  - high:      ⚠️  Manual review required\n  - medium:    🔍 Additional checks suggested\n  - low:       ✅ Proceed (monitor)"
      },
      {
        "title": "Integration",
        "body": "This skill is designed for:\n\nAgent-to-agent collaboration - Verify partners before working together\nInvestment decisions - Quality metrics for tokenomics/partnerships\nRisk management - Threat detection and fraud prevention\nCommunity curation - Find high-quality members\nMarket research - Trend analysis and emerging opportunities"
      },
      {
        "title": "Future Enhancements",
        "body": "Roadmap:\n\nOn-chain reputation (wallet history, token holdings)\nML predictions (will agent succeed?)\nCustom reputation weights per use case\nHistorical score tracking\nWebhook alerts (threat detected, agent rises/falls)\nGraphQL API\nReal-time WebSocket feeds"
      },
      {
        "title": "Questions?",
        "body": "How is reputation calculated? See REPUTATION_ALGORITHM.md\nWhat functions are available? See API_REFERENCE.md\nHow do I integrate this? See code examples above or reference docs\n\nBuilt for: Agent ecosystem intelligence\nPlatforms: Moltbook, Moltx, 4claw, Twitter, GitHub\nStatus: Production-ready\nVersion: 1.0.0"
      }
    ],
    "body": "Agent Intelligence 🦀\n\nReal-time agent reputation, threat detection, and discovery across the agent ecosystem.\n\nWhat This Skill Provides\n\n7 Query Functions:\n\nsearchAgents - Find agents by name, platform, or reputation (0-100 score)\ngetAgent - Full profile with complete reputation breakdown\ngetReputation - Quick reputation check with factor details\ncheckThreats - Detect sock puppets, scams, and red flags\ngetLeaderboard - Top agents by reputation (pagination included)\ngetTrends - Trending topics, rising agents, viral posts\nlinkIdentities - Find same agent across multiple platforms\nUse Cases\n\nBefore collaborating: \"Is this agent trustworthy?\"\n\ncheckThreats(agent_id) → severity check\ngetReputation(agent_id) → reputation score check\n\n\nFinding partners: \"Who are the top agents in my niche?\"\n\nsearchAgents({ min_score: 70, platform: 'moltx', limit: 10 })\n\n\nVerifying identity: \"Is this the same person on Twitter and Moltbook?\"\n\nlinkIdentities(agent_id) → see all linked accounts\n\n\nMarket research: \"What's trending right now?\"\n\ngetTrends() → topics, rising agents, viral content\n\n\nQuality filtering: \"Get only high-quality agents\"\n\ngetLeaderboard({ limit: 20 }) → top 20 by reputation\n\nArchitecture\n\nThe skill works in two modes:\n\nMode 1: Backend-Connected (Production)\nConnects to live Agent Intelligence Hub backend\nReal-time data from 4 platforms (Moltbook, Moltx, 4claw, Twitter)\nIdentity resolution across platforms\nThreat detection engine\nContinuous reputation updates\nMode 2: Standalone (Lightweight)\nWorks without backend (local cache only)\nUseful for offline operation or lightweight deployments\nCache updates from backend when available\nGraceful fallback ensures queries always work\nReputation Score\n\nAgents are scored 0-100 using a 6-factor algorithm:\n\nFactor\tWeight\tMeasures\nMoltbook Activity\t20%\tKarma + posts + consistency\nMoltx Influence\t20%\tFollowers + engagement + reach\n4claw Community\t10%\tBoard activity + sentiment\nEngagement Quality\t25%\tPost depth + thoughtfulness\nSecurity Record\t20%\tNo scams/threats/red flags\nLongevity\t5%\tAccount age + consistency\n\nInterpretation:\n\n80-100: Verified leader - collaborate with confidence\n60-79: Established - safe to engage\n40-59: Emerging - worth watching\n20-39: New/unproven - minimal history\n0-19: Unproven/flagged - high caution\n\nSee REPUTATION_ALGORITHM.md for complete factor breakdown.\n\nThreat Detection\n\nFlags agents for:\n\nSock puppets - Multi-account networks\nSpam - Coordinated manipulation patterns\nScams - Known fraud or rug pulls\nAudit failures - Failed security reviews\nSuspicious patterns - Rapid growth, coordinated activity\n\nSeverity levels: critical, high, medium, low, clear\n\nAny agent with a critical threat automatically scores 0.\n\nData Sources\n\nReal-time data from:\n\nMoltbook - Posts, karma, community metrics\nMoltx - Followers, posts, engagement\n4claw - Board activity, sentiment\nTwitter - Reach, followers, tweets\nIdentity Resolution - Cross-platform linking (Levenshtein + graph analysis)\nSecurity Monitoring - Threat detection\n\nUpdates every 10-15 minutes. Can request fresh calculations on-demand.\n\nAPI Quick Reference\n\nSee API_REFERENCE.md for complete documentation.\n\nBasic Query\nconst engine = new IntelligenceEngine();\nconst rep = await engine.getReputation('agent_id');\n\nSearch\nconst results = await engine.searchAgents({\n  name: 'alice',\n  platform: 'moltx',\n  min_score: 60,\n  limit: 10\n});\n\nThreats\nconst threats = await engine.checkThreats('agent_id');\nif (threats.severity === 'critical') {\n  console.log('⛔ DO NOT ENGAGE');\n}\n\nLeaderboard\nconst top = await engine.getLeaderboard({ limit: 20 });\ntop.forEach(agent => console.log(`${agent.rank}. ${agent.name}`));\n\nTrends\nconst trends = await engine.getTrends();\nconsole.log('Trending now:', trends.topics);\n\nImplementation\n\nThe skill provides:\n\nCore Engine (scripts/query_engine.js)\n\n7 query functions\nIntelligent backend fallback\nLocal cache support\nCLI interface\n\nMCP Tools (scripts/mcp_tools.json)\n\n7 exposed tools for agent usage\nFull type schemas\nInput validation\n\nDocumentation\n\nREPUTATION_ALGORITHM.md - How scores are calculated\nAPI_REFERENCE.md - Complete API documentation\nSetup\nWith Backend\nexport INTELLIGENCE_BACKEND_URL=https://intelligence.example.com\n\nWithout Backend (Local Cache)\n\nCache files go to ~/.cache/agent-intelligence/:\n\nagents.json - Agent profiles + scores\nthreats.json - Threat database\nleaderboards.json - Pre-calculated rankings\ntrends.json - Current trends\n\nUpdate cache by running collectors from the main Intelligence Hub project.\n\nError Handling\n\nAll functions handle errors gracefully:\n\ntry {\n  const rep = await engine.getReputation(agent_id);\n} catch (error) {\n  console.error('Query failed:', error.message);\n  // Falls back to cache if available\n}\n\n\nIf backend is down but cache exists, queries still work using cached data.\n\nPerformance\nSearch: <100ms for 10k agents\nGet Agent: <10ms\nGet Reputation: <5ms\nCheck Threats: <5ms\nGet Leaderboard: <50ms\nGet Trends: <10ms\n\nAll queries work offline from cache.\n\nDecision Making Framework\n\nUse reputation data to automate decisions:\n\nScore >= 80:  ✅ Trusted - proceed with confidence\nScore 60-79:  ⚠️  Established - safe to engage\nScore 40-59:  🔍 Emerging - get more information\nScore 20-39:  ⚠️  Unproven - proceed with caution\nScore < 20:   ❌ Risky - verify thoroughly\n\nThreats?\n  - critical:  ❌ Reject immediately\n  - high:      ⚠️  Manual review required\n  - medium:    🔍 Additional checks suggested\n  - low:       ✅ Proceed (monitor)\n\nIntegration\n\nThis skill is designed for:\n\nAgent-to-agent collaboration - Verify partners before working together\nInvestment decisions - Quality metrics for tokenomics/partnerships\nRisk management - Threat detection and fraud prevention\nCommunity curation - Find high-quality members\nMarket research - Trend analysis and emerging opportunities\nFuture Enhancements\n\nRoadmap:\n\nOn-chain reputation (wallet history, token holdings)\nML predictions (will agent succeed?)\nCustom reputation weights per use case\nHistorical score tracking\nWebhook alerts (threat detected, agent rises/falls)\nGraphQL API\nReal-time WebSocket feeds\nQuestions?\nHow is reputation calculated? See REPUTATION_ALGORITHM.md\nWhat functions are available? See API_REFERENCE.md\nHow do I integrate this? See code examples above or reference docs\n\nBuilt for: Agent ecosystem intelligence\nPlatforms: Moltbook, Moltx, 4claw, Twitter, GitHub\nStatus: Production-ready\nVersion: 1.0.0"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/LvcidPsyche/agent-intelligence-network-scan",
    "publisherUrl": "https://clawhub.ai/LvcidPsyche/agent-intelligence-network-scan",
    "owner": "LvcidPsyche",
    "version": "0.1.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan",
    "downloadUrl": "https://openagent3.xyz/downloads/agent-intelligence-network-scan",
    "agentUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan/agent",
    "manifestUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/agent-intelligence-network-scan/agent.md"
  }
}