{"schemaVersion":"agentstaffer.inventory-index-db-lite.v1","generatedAt":"2026-10-21T04:14:27.618Z","canonicalUrl":"https://agentstaffer.com/agents.json?page=28","htmlUrl":"https://agentstaffer.com/agents?page=28","kind":"agents","count":146395,"data":[{"id":"playbooks:skills-hhopkins95-ai-systems-agent-design2","slug":"playbooks-agent-design2-skill-by-hhopkins95-ai-systems","name":"agent-design2 skill by hhopkins95/ai-systems","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/hhopkins95/ai-systems/agent-design2","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-design2-skill-by-hhopkins95-ai-systems","summary":"This skill helps you configure agent profiles, orchestrate workflows, and tailor tools and subagents for complex runtimes.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","agent-design2 skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:31:33.421Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you configure agent profiles, orchestrate workflows, and tailor tools and subagents for complex runtimes.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-design2-skill-by-hhopkins95-ai-systems"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-design2-skill-by-hhopkins95-ai-systems"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-design2-skill-by-hhopkins95-ai-systems"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-design2-skill-by-hhopkins95-ai-systems","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-design2-skill-by-hhopkins95-ai-systems"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-design2-skill-by-hhopkins95-ai-systems","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems","profileJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-design2-skill-by-hhopkins95-ai-systems","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-design2-skill-by-hhopkins95-ai-systems","source":"https://playbooks.com/skills/hhopkins95/ai-systems/agent-design2"}},{"id":"mcpservers:agent-skills-microsoft-agent-framework-azure-ai-py","slug":"mcpservers-agent-framework-azure-ai-py","name":"agent-framework-azure-ai-py","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/microsoft/agent-framework-azure-ai-py","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/mcpservers-agent-framework-azure-ai-py/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-agent-framework-azure-ai-py/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py","canonicalProfileUrl":"https://agentstaffer.com/agents/mcpservers-agent-framework-azure-ai-py","summary":"Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with…","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"tags":["skills","microsoft","skill","agent-framework-azure-ai-py","agent framework azure hosted agents","architecture","installation","environment variables"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-15T15:14:20.788Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with…","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/install.json","trustJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-agent-framework-azure-ai-py"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/profile.json","scoreJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/score.json","evidenceJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/evidence.json","trustJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-agent-framework-azure-ai-py"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["mcpservers-agent-framework-azure-ai-py"],"htmlUrl":"https://agentstaffer.com/compare?ids=mcpservers-agent-framework-azure-ai-py","jsonUrl":"https://agentstaffer.com/compare.json?ids=mcpservers-agent-framework-azure-ai-py"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py","canonicalProfile":"https://agentstaffer.com/agents/mcpservers-agent-framework-azure-ai-py","typedProfile":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py","profileJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/profile.json","scoreJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/score.json","evidenceJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/evidence.json","trustJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/trial.json","historyJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/history.json","installJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/install.json","similarJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-agent-framework-azure-ai-py/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/mcpservers-agent-framework-azure-ai-py/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=mcpservers-agent-framework-azure-ai-py","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-agent-framework-azure-ai-py","source":"https://mcpservers.org/agent-skills/microsoft/agent-framework-azure-ai-py"}},{"id":"playbooks:skills-openclaw-skills-agent-framework-azure-ai-py","slug":"playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","name":"agent-framework-azure-ai-py skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agent-framework-azure-ai-py","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","summary":"This skill helps build persistent Azure AI Foundry agents in Python, enabling multi-tool workflows, thread persistence, and structured outputs.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","agent-framework-azure-ai-py skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:43:47.729Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps build persistent Azure AI Foundry agents in Python, enabling multi-tool workflows, thread persistence, and structured outputs.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/agent-framework-azure-ai-py"}},{"id":"playbooks:skills-microsoft-skills-agent-framework-azure-hosted-agents","slug":"playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","name":"agent-framework-azure-hosted-agents skill by microsoft/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/microsoft/skills/agent-framework-azure-hosted-agents","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","summary":"This skill helps you build Azure-hosted AI agents using the Microsoft agent framework, enabling persistent threads, hosted tools, and structured outputs.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","agent-framework-azure-hosted-agents skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:40:26.981Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you build Azure-hosted AI agents using the Microsoft agent framework, enabling persistent threads, hosted tools, and structured outputs.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","source":"https://playbooks.com/skills/microsoft/skills/agent-framework-azure-hosted-agents"}},{"id":"playbooks:skills-melodic-software-claude-code-plugins-agent-governance","slug":"playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","name":"agent-governance skill by melodic-software/claude-code-plugins","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/melodic-software/claude-code-plugins/agent-governance","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","summary":"Implement hooks for permission control and security in custom agents. Use when adding security controls, blocking dangerous operations, implementing audit trails, or designing permission governance.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"tags":["skills","agent-governance skill"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:39:35.991Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Implement hooks for permission control and security in custom agents. Use when adding security controls, blocking dangerous operations, implementing audit trails, or designing permission governance.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","profileJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","source":"https://playbooks.com/skills/melodic-software/claude-code-plugins/agent-governance"}},{"id":"playbooks:skills-aiagentskills-skills-agent-guardrails","slug":"playbooks-agent-guardrails-skill-by-aiagentskills-skills","name":"agent-guardrails skill by aiagentskills/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/aiagentskills/skills/agent-guardrails","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-guardrails-skill-by-aiagentskills-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-guardrails-skill-by-aiagentskills-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-guardrails-skill-by-aiagentskills-skills","summary":"General agent safety and workflow guardrails that prevent high-impact mistakes across tooling, verification, versions, integration layers, environment/config, import-time side effects, and high-risk actions. Use when defining or applying behavioral constraints for coding agents, repo automation rules, or operational safety checklists.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"tags":["skills","agent-guardrails skill"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:20:39.776Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"General agent safety and workflow guardrails that prevent high-impact mistakes across tooling, verification, versions, integration layers, environment/config, import-time side effects, and high-risk actions. Use when defining or applying behavioral constraints for coding agents, repo automation rules, or operational safety checklists.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-guardrails-skill-by-aiagentskills-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-guardrails-skill-by-aiagentskills-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-guardrails-skill-by-aiagentskills-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-guardrails-skill-by-aiagentskills-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-guardrails-skill-by-aiagentskills-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-guardrails-skill-by-aiagentskills-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-guardrails-skill-by-aiagentskills-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-guardrails-skill-by-aiagentskills-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-guardrails-skill-by-aiagentskills-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-guardrails-skill-by-aiagentskills-skills","source":"https://playbooks.com/skills/aiagentskills/skills/agent-guardrails"}},{"id":"playbooks:skills-openclaw-skills-agent-lightning","slug":"playbooks-agent-lightning-skill-by-openclaw-skills","name":"agent-lightning skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agent-lightning","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-lightning-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-lightning-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-lightning-skill-by-openclaw-skills","summary":"This skill helps optimize AI agents with zero code changes using reinforcement learning, APO, and SFT across multi-agent systems.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"tags":["skills","agent-lightning skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:43:51.337Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps optimize AI agents with zero code changes using reinforcement learning, APO, and SFT across multi-agent systems.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-lightning-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-lightning-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-lightning-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-lightning-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-lightning-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-lightning-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-lightning-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-lightning-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-lightning-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-lightning-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/agent-lightning"}},{"id":"playbooks:skills-openclaw-skills-agent-metaverse","slug":"playbooks-agent-metaverse-skill-by-openclaw-skills","name":"agent-metaverse skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agent-metaverse","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-metaverse-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-metaverse-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-metaverse-skill-by-openclaw-skills","summary":"This skill lets agents trade crypto on a simulated Metaverse exchange, managing spot, futures, and AMM swaps with a starting balance.","roleFamily":"Workflow Automation","roleFamilies":["Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration","Research & Knowledge"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","agent-metaverse skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:43:53.565Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill lets agents trade crypto on a simulated Metaverse exchange, managing spot, futures, and AMM swaps with a starting balance.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Builders comparing multi-agent orchestration patterns"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-metaverse-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-metaverse-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-metaverse-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-metaverse-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-metaverse-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-metaverse-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-metaverse-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-metaverse-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-metaverse-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-metaverse-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/agent-metaverse"}},{"id":"playbooks:skills-openclaw-skills-agent-network-scanner","slug":"playbooks-agent-network-scanner-skill-by-openclaw-skills","name":"agent-network-scanner skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agent-network-scanner","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-network-scanner-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-network-scanner-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-network-scanner-skill-by-openclaw-skills","summary":"This skill scans the internet for agent networks, discovering hubs, bounties, and active protocols to help you map coordination platforms quickly.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","agent-network-scanner skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","a2a"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:43:53.216Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill scans the internet for agent networks, discovering hubs, bounties, and active protocols to help you map coordination platforms quickly.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-network-scanner-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-network-scanner-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-network-scanner-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-network-scanner-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-network-scanner-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-network-scanner-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-network-scanner-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-network-scanner-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-network-scanner-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-network-scanner-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/agent-network-scanner"}},{"id":"playbooks:skills-openhands-skills-agent-sdk-builder","slug":"playbooks-agent-sdk-builder-skill-by-openhands-skills","name":"agent-sdk-builder skill by openhands/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openhands/skills/agent-sdk-builder","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agent-sdk-builder-skill-by-openhands-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-sdk-builder-skill-by-openhands-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agent-sdk-builder-skill-by-openhands-skills","summary":"Guided workflow for building custom AI agents using the OpenHands Software Agent SDK. Use when you want to create a new agent through an interactive interview process that gathers requirements and generates implementation plans.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"tags":["skills","agent-sdk-builder skill"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:05:39.217Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Guided workflow for building custom AI agents using the OpenHands Software Agent SDK. Use when you want to create a new agent through an interactive interview process that gathers requirements and generates implementation plans.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-sdk-builder-skill-by-openhands-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-sdk-builder-skill-by-openhands-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agent-sdk-builder-skill-by-openhands-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agent-sdk-builder-skill-by-openhands-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agent-sdk-builder-skill-by-openhands-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agent-sdk-builder-skill-by-openhands-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agent-sdk-builder-skill-by-openhands-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agent-sdk-builder-skill-by-openhands-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agent-sdk-builder-skill-by-openhands-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agent-sdk-builder-skill-by-openhands-skills","source":"https://playbooks.com/skills/openhands/skills/agent-sdk-builder"}},{"id":"explainx:skills-agentmail-to-agentmail-skills-agentmail-toolkit","slug":"explainx-agentmail-toolkit","name":"agentmail-toolkit","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/agentmail-to/agentmail-skills/agentmail-toolkit","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-agentmail-toolkit/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-agentmail-toolkit/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-agentmail-toolkit","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-agentmail-toolkit","summary":"Pre-built email tools for popular agent frameworks. Instantly add inbox management, sending, receiving, and email automation to your agents.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","agentmail","toolkit","ai/ml","ai agent skill","agentmail-to","agentmail-skills","agentmail-toolkit ▌"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-08T16:30:18.895Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Pre-built email tools for popular agent frameworks. Instantly add inbox management, sending, receiving, and email automation to your agents.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/profile.json","installJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/install.json","trustJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-agentmail-toolkit"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/trial.json","installJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-agentmail-toolkit"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-agentmail-toolkit"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-agentmail-toolkit","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-agentmail-toolkit"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/explainx-agentmail-toolkit","canonicalProfile":"https://agentstaffer.com/agents/explainx-agentmail-toolkit","typedProfile":"https://agentstaffer.com/skills/explainx-agentmail-toolkit","profileJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/history.json","installJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/install.json","similarJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-agentmail-toolkit/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-agentmail-toolkit/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-agentmail-toolkit","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-agentmail-toolkit","source":"https://explainx.ai/skills/agentmail-to/agentmail-skills/agentmail-toolkit"}},{"id":"playbooks:skills-cloudflare-skills-agents-sdk","slug":"playbooks-agents-sdk-skill-by-cloudflare-skills","name":"agents-sdk skill by cloudflare/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/cloudflare/skills/agents-sdk","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-agents-sdk-skill-by-cloudflare-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agents-sdk-skill-by-cloudflare-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-agents-sdk-skill-by-cloudflare-skills","summary":"This skill helps you build persistent, stateful AI agents on Cloudflare Workers, enabling scheduling, RPC, and streaming chat with Code Mode benefits.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","agents-sdk skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:25:33.440Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you build persistent, stateful AI agents on Cloudflare Workers, enabling scheduling, RPC, and streaming chat with Code Mode benefits.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agents-sdk-skill-by-cloudflare-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agents-sdk-skill-by-cloudflare-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-agents-sdk-skill-by-cloudflare-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-agents-sdk-skill-by-cloudflare-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-agents-sdk-skill-by-cloudflare-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-agents-sdk-skill-by-cloudflare-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-agents-sdk-skill-by-cloudflare-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-agents-sdk-skill-by-cloudflare-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-agents-sdk-skill-by-cloudflare-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-agents-sdk-skill-by-cloudflare-skills","source":"https://playbooks.com/skills/cloudflare/skills/agents-sdk"}}],"agents":[{"id":"playbooks:skills-hhopkins95-ai-systems-agent-design2","slug":"playbooks-agent-design2-skill-by-hhopkins95-ai-systems","name":"agent-design2 skill by hhopkins95/ai-systems","summary":"This skill helps you configure agent profiles, orchestrate workflows, and tailor tools and subagents for complex runtimes.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems","profileJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-design2-skill-by-hhopkins95-ai-systems/install.json","recommendedAction":"compare"},{"id":"mcpservers:agent-skills-microsoft-agent-framework-azure-ai-py","slug":"mcpservers-agent-framework-azure-ai-py","name":"agent-framework-azure-ai-py","summary":"Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with…","profileUrl":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py","profileJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-agent-framework-azure-ai-py/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-agent-framework-azure-ai-py","slug":"playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","name":"agent-framework-azure-ai-py skill by openclaw/skills","summary":"This skill helps build persistent Azure AI Foundry agents in Python, enabling multi-tool workflows, thread persistence, and structured outputs.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-ai-py-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-microsoft-skills-agent-framework-azure-hosted-agents","slug":"playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","name":"agent-framework-azure-hosted-agents skill by microsoft/skills","summary":"This skill helps you build Azure-hosted AI agents using the Microsoft agent framework, enabling persistent threads, hosted tools, and structured outputs.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-framework-azure-hosted-agents-skill-by-microsoft-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-melodic-software-claude-code-plugins-agent-governance","slug":"playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","name":"agent-governance skill by melodic-software/claude-code-plugins","summary":"Implement hooks for permission control and security in custom agents. Use when adding security controls, blocking dangerous operations, implementing audit trails, or designing permission governance.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins","profileJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-governance-skill-by-melodic-software-claude-code-plugins/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-aiagentskills-skills-agent-guardrails","slug":"playbooks-agent-guardrails-skill-by-aiagentskills-skills","name":"agent-guardrails skill by aiagentskills/skills","summary":"General agent safety and workflow guardrails that prevent high-impact mistakes across tooling, verification, versions, integration layers, environment/config, import-time side effects, and high-risk actions. Use when defining or applying behavioral constraints for coding agents, repo automation rules, or operational safety checklists.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-guardrails-skill-by-aiagentskills-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-agent-lightning","slug":"playbooks-agent-lightning-skill-by-openclaw-skills","name":"agent-lightning skill by openclaw/skills","summary":"This skill helps optimize AI agents with zero code changes using reinforcement learning, APO, and SFT across multi-agent systems.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-lightning-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-agent-metaverse","slug":"playbooks-agent-metaverse-skill-by-openclaw-skills","name":"agent-metaverse skill by openclaw/skills","summary":"This skill lets agents trade crypto on a simulated Metaverse exchange, managing spot, futures, and AMM swaps with a starting balance.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-metaverse-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-agent-network-scanner","slug":"playbooks-agent-network-scanner-skill-by-openclaw-skills","name":"agent-network-scanner skill by openclaw/skills","summary":"This skill scans the internet for agent networks, discovering hubs, bounties, and active protocols to help you map coordination platforms quickly.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-network-scanner-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openhands-skills-agent-sdk-builder","slug":"playbooks-agent-sdk-builder-skill-by-openhands-skills","name":"agent-sdk-builder skill by openhands/skills","summary":"Guided workflow for building custom AI agents using the OpenHands Software Agent SDK. Use when you want to create a new agent through an interactive interview process that gathers requirements and generates implementation plans.","profileUrl":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agent-sdk-builder-skill-by-openhands-skills/install.json","recommendedAction":"compare"},{"id":"explainx:skills-agentmail-to-agentmail-skills-agentmail-toolkit","slug":"explainx-agentmail-toolkit","name":"agentmail-toolkit","summary":"Pre-built email tools for popular agent frameworks. Instantly add inbox management, sending, receiving, and email automation to your agents.","profileUrl":"https://agentstaffer.com/skills/explainx-agentmail-toolkit","profileJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/profile.json","installJson":"https://agentstaffer.com/skills/explainx-agentmail-toolkit/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-cloudflare-skills-agents-sdk","slug":"playbooks-agents-sdk-skill-by-cloudflare-skills","name":"agents-sdk skill by cloudflare/skills","summary":"This skill helps you build persistent, stateful AI agents on Cloudflare Workers, enabling scheduling, RPC, and streaming chat with Code Mode benefits.","profileUrl":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills","profileJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agents-sdk-skill-by-cloudflare-skills/install.json","recommendedAction":"compare"}],"pagination":{"page":28,"pageSize":12,"totalItems":146395,"totalPages":12200,"currentPageUrl":"https://agentstaffer.com/agents.json?page=28","currentHtmlUrl":"https://agentstaffer.com/agents?page=28","nextPageUrl":"https://agentstaffer.com/agents.json?page=29","prevPageUrl":"https://agentstaffer.com/agents.json?page=27","nextHtmlUrl":"https://agentstaffer.com/agents?page=29","prevHtmlUrl":"https://agentstaffer.com/agents?page=27"},"filters":{"q":null,"type":null,"protocol":null,"status":null,"source":null,"family":null,"role":null,"trust":null,"sort":"relevance"},"retrievalHints":["This is a D1-paginated lightweight index over the full public AgentStaffer inventory.","Use pagination.nextPageUrl to continue crawling all candidates.","Fetch data[].urls.profileJson and data[].urls.installJson before recommending install, trial, or hire.","Use /api/data for a smaller generic public-data feed with the same full pagination model."],"discovery":{"homepage":"https://agentstaffer.com","sitemap":"https://agentstaffer.com/sitemap.xml","llmsTxt":"https://agentstaffer.com/llms.txt","marketData":"https://agentstaffer.com/api/data","agentIndex":"https://agentstaffer.com/agents.json","skillIndex":"https://agentstaffer.com/skills.json","mcpIndex":"https://agentstaffer.com/mcp.json"}}