# Send Agent Intelligence Network Scan to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text 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. ``` ### Upgrade existing ```text 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. ``` ## Machine-readable fields ```json { "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": { "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", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "references/API_REFERENCE.md", "references/REPUTATION_ALGORITHM.md" ], "downloadMode": "redirect", "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." ] } }, "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" } } ``` ## Documentation ### Agent Intelligence 🦀 Real-time agent reputation, threat detection, and discovery across the agent ecosystem. ### What This Skill Provides 7 Query Functions: searchAgents - Find agents by name, platform, or reputation (0-100 score) getAgent - Full profile with complete reputation breakdown getReputation - Quick reputation check with factor details checkThreats - Detect sock puppets, scams, and red flags getLeaderboard - Top agents by reputation (pagination included) getTrends - Trending topics, rising agents, viral posts linkIdentities - Find same agent across multiple platforms ### Use Cases Before collaborating: "Is this agent trustworthy?" checkThreats(agent_id) → severity check getReputation(agent_id) → reputation score check Finding partners: "Who are the top agents in my niche?" searchAgents({ min_score: 70, platform: 'moltx', limit: 10 }) Verifying identity: "Is this the same person on Twitter and Moltbook?" linkIdentities(agent_id) → see all linked accounts Market research: "What's trending right now?" getTrends() → topics, rising agents, viral content Quality filtering: "Get only high-quality agents" getLeaderboard({ limit: 20 }) → top 20 by reputation ### Architecture The skill works in two modes: ### Mode 1: Backend-Connected (Production) Connects to live Agent Intelligence Hub backend Real-time data from 4 platforms (Moltbook, Moltx, 4claw, Twitter) Identity resolution across platforms Threat detection engine Continuous reputation updates ### Mode 2: Standalone (Lightweight) Works without backend (local cache only) Useful for offline operation or lightweight deployments Cache updates from backend when available Graceful fallback ensures queries always work ### Reputation Score Agents are scored 0-100 using a 6-factor algorithm: FactorWeightMeasuresMoltbook 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 Interpretation: 80-100: Verified leader - collaborate with confidence 60-79: Established - safe to engage 40-59: Emerging - worth watching 20-39: New/unproven - minimal history 0-19: Unproven/flagged - high caution See REPUTATION_ALGORITHM.md for complete factor breakdown. ### Threat Detection Flags agents for: Sock puppets - Multi-account networks Spam - Coordinated manipulation patterns Scams - Known fraud or rug pulls Audit failures - Failed security reviews Suspicious patterns - Rapid growth, coordinated activity Severity levels: critical, high, medium, low, clear Any agent with a critical threat automatically scores 0. ### Data Sources Real-time data from: Moltbook - Posts, karma, community metrics Moltx - Followers, posts, engagement 4claw - Board activity, sentiment Twitter - Reach, followers, tweets Identity Resolution - Cross-platform linking (Levenshtein + graph analysis) Security Monitoring - Threat detection Updates every 10-15 minutes. Can request fresh calculations on-demand. ### API Quick Reference See API_REFERENCE.md for complete documentation. ### Basic Query const engine = new IntelligenceEngine(); const rep = await engine.getReputation('agent_id'); ### Search const results = await engine.searchAgents({ name: 'alice', platform: 'moltx', min_score: 60, limit: 10 }); ### Threats const threats = await engine.checkThreats('agent_id'); if (threats.severity === 'critical') { console.log('⛔ DO NOT ENGAGE'); } ### Leaderboard const top = await engine.getLeaderboard({ limit: 20 }); top.forEach(agent => console.log(\`${agent.rank}. ${agent.name}\`)); ### Trends const trends = await engine.getTrends(); console.log('Trending now:', trends.topics); ### Implementation The skill provides: Core Engine (scripts/query_engine.js) 7 query functions Intelligent backend fallback Local cache support CLI interface MCP Tools (scripts/mcp_tools.json) 7 exposed tools for agent usage Full type schemas Input validation Documentation REPUTATION_ALGORITHM.md - How scores are calculated API_REFERENCE.md - Complete API documentation ### With Backend export INTELLIGENCE_BACKEND_URL=https://intelligence.example.com ### Without Backend (Local Cache) Cache files go to ~/.cache/agent-intelligence/: agents.json - Agent profiles + scores threats.json - Threat database leaderboards.json - Pre-calculated rankings trends.json - Current trends Update cache by running collectors from the main Intelligence Hub project. ### Error Handling All functions handle errors gracefully: try { const rep = await engine.getReputation(agent_id); } catch (error) { console.error('Query failed:', error.message); // Falls back to cache if available } If backend is down but cache exists, queries still work using cached data. ### Performance Search: <100ms for 10k agents Get Agent: <10ms Get Reputation: <5ms Check Threats: <5ms Get Leaderboard: <50ms Get Trends: <10ms All queries work offline from cache. ### Decision Making Framework Use reputation data to automate decisions: Score >= 80: ✅ Trusted - proceed with confidence Score 60-79: ⚠️ Established - safe to engage Score 40-59: 🔍 Emerging - get more information Score 20-39: ⚠️ Unproven - proceed with caution Score < 20: ❌ Risky - verify thoroughly Threats? - critical: ❌ Reject immediately - high: ⚠️ Manual review required - medium: 🔍 Additional checks suggested - low: ✅ Proceed (monitor) ### Integration This skill is designed for: Agent-to-agent collaboration - Verify partners before working together Investment decisions - Quality metrics for tokenomics/partnerships Risk management - Threat detection and fraud prevention Community curation - Find high-quality members Market research - Trend analysis and emerging opportunities ### Future Enhancements Roadmap: On-chain reputation (wallet history, token holdings) ML predictions (will agent succeed?) Custom reputation weights per use case Historical score tracking Webhook alerts (threat detected, agent rises/falls) GraphQL API Real-time WebSocket feeds ### Questions? How is reputation calculated? See REPUTATION_ALGORITHM.md What functions are available? See API_REFERENCE.md How do I integrate this? See code examples above or reference docs Built for: Agent ecosystem intelligence Platforms: Moltbook, Moltx, 4claw, Twitter, GitHub Status: Production-ready Version: 1.0.0 ## Trust - Source: tencent - Verification: Indexed source record - Publisher: LvcidPsyche - Version: 0.1.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-29T12:13:28.590Z - Expires at: 2026-05-06T12:13:28.590Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/agent-intelligence-network-scan) - [Send to Agent page](https://openagent3.xyz/skills/agent-intelligence-network-scan/agent) - [JSON manifest](https://openagent3.xyz/skills/agent-intelligence-network-scan/agent.json) - [Markdown brief](https://openagent3.xyz/skills/agent-intelligence-network-scan/agent.md) - [Download page](https://openagent3.xyz/downloads/agent-intelligence-network-scan)