{"id":"f90bf346-b0b1-4fee-9322-fb510e890dfa","entityType":"agent","slug":"clawhub-spclaudehome-skill-vetter-2","name":"Skill Vetter","canonicalUrl":"https://www.xpersona.co/agent/clawhub-spclaudehome-skill-vetter-2","canonicalPath":"/agent/clawhub-spclaudehome-skill-vetter-2","generatedAt":"2026-10-09T23:44:12.590Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-05-22T06:52:43.863Z","emptyReason":null},"description":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns. Skill: Skill Vetter Owner: spclaudehome Summary: Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-01-31T12:43:49.632Z | user Initial release - Security-first skill vetting for AI agents Archive index: Archive v1.0.0: 2 files, 2308 bytes","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 245.1K downloads reported by the source. Last updated 5/22/2026.","installCommand":"clawhub skill install publishers:spclaudehome:skill-vetter","sourceUrl":"https://clawhub.ai/spclaudehome/skill-vetter","homepage":"https://clawhub.ai/spclaudehome/skill-vetter","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/spclaudehome/skill-vetter","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":100,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. 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This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-09T23:44:12.589Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-spclaudehome-skill-vetter-2/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-05-22T06:52:43.863Z","emptyReason":null},"readme":"Skill: Skill Vetter\n\nOwner: spclaudehome\n\nSummary: Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-01-31T12:43:49.632Z | user\n\nInitial release - Security-first skill vetting for AI agents\n\nArchive index:\n\nArchive v1.0.0: 2 files, 2308 bytes\n\nFiles: SKILL.md (4561b), _meta.json (131b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: skill-vetter\nversion: 1.0.0\ndescription: Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.\n---\n\n# Skill Vetter 🔒\n\nSecurity-first vetting protocol for AI agent skills. **Never install a skill without vetting it first.**\n\n## When to Use\n\n- Before installing any skill from ClawdHub\n- Before running skills from GitHub repos\n- When evaluating skills shared by other agents\n- Anytime you're asked to install unknown code\n\n## Vetting Protocol\n\n### Step 1: Source Check\n\n```\nQuestions to answer:\n- [ ] Where did this skill come from?\n- [ ] Is the author known/reputable?\n- [ ] How many downloads/stars does it have?\n- [ ] When was it last updated?\n- [ ] Are there reviews from other agents?\n```\n\n### Step 2: Code Review (MANDATORY)\n\nRead ALL files in the skill. Check for these **RED FLAGS**:\n\n```\n🚨 REJECT IMMEDIATELY IF YOU SEE:\n─────────────────────────────────────────\n• curl/wget to unknown URLs\n• Sends data to external servers\n• Requests credentials/tokens/API keys\n• Reads ~/.ssh, ~/.aws, ~/.config without clear reason\n• Accesses MEMORY.md, USER.md, SOUL.md, IDENTITY.md\n• Uses base64 decode on anything\n• Uses eval() or exec() with external input\n• Modifies system files outside workspace\n• Installs packages without listing them\n• Network calls to IPs instead of domains\n• Obfuscated code (compressed, encoded, minified)\n• Requests elevated/sudo permissions\n• Accesses browser cookies/sessions\n• Touches credential files\n─────────────────────────────────────────\n```\n\n### Step 3: Permission Scope\n\n```\nEvaluate:\n- [ ] What files does it need to read?\n- [ ] What files does it need to write?\n- [ ] What commands does it run?\n- [ ] Does it need network access? To where?\n- [ ] Is the scope minimal for its stated purpose?\n```\n\n### Step 4: Risk Classification\n\n| Risk Level | Examples | Action |\n|------------|----------|--------|\n| 🟢 LOW | Notes, weather, formatting | Basic review, install OK |\n| 🟡 MEDIUM | File ops, browser, APIs | Full code review required |\n| 🔴 HIGH | Credentials, trading, system | Human approval required |\n| ⛔ EXTREME | Security configs, root access | Do NOT install |\n\n## Output Format\n\nAfter vetting, produce this report:\n\n```\nSKILL VETTING REPORT\n═══════════════════════════════════════\nSkill: [name]\nSource: [ClawdHub / GitHub / other]\nAuthor: [username]\nVersion: [version]\n───────────────────────────────────────\nMETRICS:\n• Downloads/Stars: [count]\n• Last Updated: [date]\n• Files Reviewed: [count]\n───────────────────────────────────────\nRED FLAGS: [None / List them]\n\nPERMISSIONS NEEDED:\n• Files: [list or \"None\"]\n• Network: [list or \"None\"]  \n• Commands: [list or \"None\"]\n───────────────────────────────────────\nRISK LEVEL: [🟢 LOW / 🟡 MEDIUM / 🔴 HIGH / ⛔ EXTREME]\n\nVERDICT: [✅ SAFE TO INSTALL / ⚠️ INSTALL WITH CAUTION / ❌ DO NOT INSTALL]\n\nNOTES: [Any observations]\n═══════════════════════════════════════\n```\n\n## Quick Vet Commands\n\nFor GitHub-hosted skills:\n```bash\n# Check repo stats\ncurl -s \"https://api.github.com/repos/OWNER/REPO\" | jq '{stars: .stargazers_count, forks: .forks_count, updated: .updated_at}'\n\n# List skill files\ncurl -s \"https://api.github.com/repos/OWNER/REPO/contents/skills/SKILL_NAME\" | jq '.[].name'\n\n# Fetch and review SKILL.md\ncurl -s \"https://raw.githubusercontent.com/OWNER/REPO/main/skills/SKILL_NAME/SKILL.md\"\n```\n\n## Trust Hierarchy\n\n1. **Official OpenClaw skills** → Lower scrutiny (still review)\n2. **High-star repos (1000+)** → Moderate scrutiny\n3. **Known authors** → Moderate scrutiny\n4. **New/unknown sources** → Maximum scrutiny\n5. **Skills requesting credentials** → Human approval always\n\n## Remember\n\n- No skill is worth compromising security\n- When in doubt, don't install\n- Ask your human for high-risk decisions\n- Document what you vet for future reference\n\n---\n\n*Paranoia is a feature.* 🔒🦀\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn71j6xbmpwfvx4c6y1ez8cd718081mg\",\n  \"slug\": \"skill-vetter\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1769863429632\n}","readmeExcerpt":"Skill: Skill Vetter Owner: spclaudehome Summary: Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-01-31T12:43:49.632Z | user Initial release - Security-first skill vetting for AI agents Archive index: Archive v1.0.0: 2 files, 2308 bytes ","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"Questions to answer:\n- [ ] Where did this skill come from?\n- [ ] Is the author known/reputable?\n- [ ] How many downloads/stars does it have?\n- [ ] When was it last updated?\n- [ ] Are there reviews from other agents?"},{"language":"text","snippet":"🚨 REJECT IMMEDIATELY IF YOU SEE:\n─────────────────────────────────────────\n• curl/wget to unknown URLs\n• Sends data to external servers\n• Requests credentials/tokens/API keys\n• Reads ~/.ssh, ~/.aws, ~/.config without clear reason\n• Accesses MEMORY.md, USER.md, SOUL.md, IDENTITY.md\n• Uses base64 decode on anything\n• Uses eval() or exec() with external input\n• Modifies system files outside workspace\n• Installs packages without listing them\n• Network calls to IPs instead of domains\n• Obfuscated code (compressed, encoded, minified)\n• Requests elevated/sudo permissions\n• Accesses browser cookies/sessions\n• Touches credential files\n─────────────────────────────────────────"},{"language":"text","snippet":"Evaluate:\n- [ ] What files does it need to read?\n- [ ] What files does it need to write?\n- [ ] What commands does it run?\n- [ ] Does it need network access? To where?\n- [ ] Is the scope minimal for its stated purpose?"},{"language":"text","snippet":"SKILL VETTING REPORT\n═══════════════════════════════════════\nSkill: [name]\nSource: [ClawdHub / GitHub / other]\nAuthor: [username]\nVersion: [version]\n───────────────────────────────────────\nMETRICS:\n• Downloads/Stars: [count]\n• Last Updated: [date]\n• Files Reviewed: [count]\n───────────────────────────────────────\nRED FLAGS: [None / List them]\n\nPERMISSIONS NEEDED:\n• Files: [list or \"None\"]\n• Network: [list or \"None\"]  \n• Commands: [list or \"None\"]\n───────────────────────────────────────\nRISK LEVEL: [🟢 LOW / 🟡 MEDIUM / 🔴 HIGH / ⛔ EXTREME]\n\nVERDICT: [✅ SAFE TO INSTALL / ⚠️ INSTALL WITH CAUTION / ❌ DO NOT INSTALL]\n\nNOTES: [Any observations]\n═══════════════════════════════════════"},{"language":"bash","snippet":"curl -s \"https://api.github.com/repos/OWNER/REPO\" | jq '{stars: .stargazers_count, forks: .forks_count, updated: .updated_at}'"},{"language":"bash","snippet":"curl -s \"https://api.github.com/repos/OWNER/REPO/contents/skills/SKILL_NAME\" | jq '.[].name'"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: skill-vetter\nversion: 1.0.0\ndescription: Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.\n---\n\n# Skill Vetter 🔒\n\nSecurity-first vetting protocol for AI agent skills. **Never install a skill without vetting it first.**\n\n## When to Use\n\n- Before installing any skill from ClawdHub\n- Before running skills from GitHub repos\n- When evaluating skills shared by other agents\n- Anytime you're asked to install unknown code\n\n## Vetting Protocol\n\n### Step 1: Source Check\n\n```\nQuestions to answer:\n- [ ] Where did this skill come from?\n- [ ] Is the author known/reputable?\n- [ ] How many downloads/stars does it have?\n- [ ] When was it last updated?\n- [ ] Are there reviews from other agents?\n```\n\n### Step 2: Code Review (MANDATORY)\n\nRead ALL files in the skill. Check for these **RED FLAGS**:\n\n```\n🚨 REJECT IMMEDIATELY IF YOU SEE:\n─────────────────────────────────────────\n• curl/wget to unknown URLs\n• Sends data to external servers\n• Requests credentials/tokens/API keys\n• Reads ~/.ssh, ~/.aws, ~/.config without clear reason\n• Accesses MEMORY.md, USER.md, SOUL.md, IDENTITY.md\n• Uses base64 decode on anything\n• Uses eval() or exec() with external input\n• Modifies system files outside workspace\n• Installs packages without listing them\n• Network calls to IPs instead of domains\n• Obfuscated code (compressed, encoded, minified)\n• Requests elevated/sudo permissions\n• Accesses browser cookies/sessions\n• Touches credential files\n─────────────────────────────────────────\n```\n\n### Step 3: Permission Scope\n\n```\nEvaluate:\n- [ ] What files does it need to read?\n- [ ] What files does it need to write?\n- [ ] What commands does it run?\n- [ ] Does it need network access? To where?\n- [ ] Is the scope minimal for its stated purpose?\n```\n\n### Step 4: Risk Classification\n\n| Risk Level | Examples | Action |\n|------------|----------|--------|\n| 🟢 LOW | Notes, weather, formatting | Basic review, install OK |\n| 🟡 MEDIUM | File ops, browser, APIs | Full code review required |\n| 🔴 HIGH | Credentials, trading, system | Human approval required |\n| ⛔ EXTREME | Security configs, root access | Do NOT install |\n\n## Output Format\n\nAfter vetting, produce this report:\n\n```\nSKILL VETTING REPORT\n═══════════════════════════════════════\nSkill: [name]\nSource: [ClawdHub / GitHub / other]\nAuthor: [username]\nVersion: [version]\n───────────────────────────────────────\nMETRICS:\n• Downloads/Stars: [count]\n• Last Updated: [date]\n• Files Reviewed: [count]\n───────────────────────────────────────\nRED FLAGS: [None / List them]\n\nPERMISSIONS NEEDED:\n• Files: [list or \"None\"]\n• Network: [list or \"None\"]  \n• Commands: [list or \"None\"]\n───────────────────────────────────────\nRISK LEVEL: [🟢 LOW / 🟡 MEDIUM / 🔴 HIGH / ⛔ EXTREME]\n\nVERDICT: [✅ SAFE TO INSTALL / ⚠️ INSTALL WITH CAUTION / ❌ DO NOT INSTALL]\n\nNOTES: [Any observations]\n═══════════════════════════════════════\n```\n\n## Q"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn71j6xbmpwfvx4c6y1ez8cd718081mg\",\n  \"slug\": \"skill-vetter\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1769863429632\n}"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns. Skill: Skill Vetter Owner: spclaudehome Summary: Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-01-31T12:43:49.632Z | user Initial release - Security-first skill vetting for AI agents Archive index: Archive v1.0.0: 2 files, 2308 bytes","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":557,"uniquenessScore":58,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-05-22T06:52:43.863Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-05-22T06:52:43.863Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-09T23:44:12.590Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. 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