{"schemaVersion":"agentstaffer.inventory-index-db-lite.v1","generatedAt":"2026-10-25T15:28:52.467Z","canonicalUrl":"https://agentstaffer.com/agents.json?page=98","htmlUrl":"https://agentstaffer.com/agents?page=98","kind":"agents","count":146396,"data":[{"id":"explainx:skills-vasilyu1983-ai-agents-public-ai-ml-timeseries","slug":"explainx-ai-ml-timeseries","name":"ai-ml-timeseries","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/vasilyu1983/ai-agents-public/ai-ml-timeseries","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-ai-ml-timeseries/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-ai-ml-timeseries/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-ai-ml-timeseries","summary":"Modern Best Practices (January 2026):","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","timeseries","ai/ml","ai agent skill","vasilyu1983","ai-agents-public","ai-ml-timeseries ▌","time series forecasting — modern patterns & production best practices"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-08T16:30:21.744Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Modern Best Practices (January 2026):","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-ai-ml-timeseries/profile.json","installJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/install.json","trustJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-ai-ml-timeseries"},"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-ai-ml-timeseries/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/trial.json","installJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-ai-ml-timeseries"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-ai-ml-timeseries"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-ai-ml-timeseries","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-ai-ml-timeseries"},"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-ai-ml-timeseries","canonicalProfile":"https://agentstaffer.com/agents/explainx-ai-ml-timeseries","typedProfile":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries","profileJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/history.json","installJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/install.json","similarJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-ai-ml-timeseries/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-ai-ml-timeseries/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-ai-ml-timeseries","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-ai-ml-timeseries","source":"https://explainx.ai/skills/vasilyu1983/ai-agents-public/ai-ml-timeseries"}},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-ml-timeseries","slug":"playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","name":"ai-ml-timeseries skill by vasilyu1983/ai-agents-public","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-ml-timeseries","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-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","summary":"Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS (Chronos), and production deployment. Emphasizes explainability, long-term dependency handling, and adaptiv...","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","ai-ml-timeseries skill"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T16:14:43.988Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS (Chronos), and production deployment. Emphasizes explainability, long-term dependency handling, and adaptiv...","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-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public"},"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-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public"},"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-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","source":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-ml-timeseries"}},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-mlops","slug":"playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","name":"ai-mlops skill by vasilyu1983/ai-agents-public","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-mlops","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-ai-mlops-skill-by-vasilyu1983-ai-agents-public/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","summary":"Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection, jailbreaks, RAG security, privacy, and supply chain).","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","ai-mlops skill"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T16:14:43.779Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection, jailbreaks, RAG security, privacy, and supply chain).","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-ai-mlops-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public"},"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-ai-mlops-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public"},"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-ai-mlops-skill-by-vasilyu1983-ai-agents-public","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","source":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-mlops"}},{"id":"playbooks:skills-deletexiumu-agentskills-hub-ai-news-digest","slug":"playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","name":"ai-news-digest skill by deletexiumu/agentskills-hub","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/deletexiumu/agentskills-hub/ai-news-digest","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-ai-news-digest-skill-by-deletexiumu-agentskills-hub/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","summary":"This skill generates a Chinese AI news digest from multiple sources, deduplicates items, and traces origins for easy reference.","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","ai-news-digest skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T15:27:30.788Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill generates a Chinese AI news digest from multiple sources, deduplicates items, and traces origins for easy reference.","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-ai-news-digest-skill-by-deletexiumu-agentskills-hub/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub"},"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-ai-news-digest-skill-by-deletexiumu-agentskills-hub/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub"},"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-ai-news-digest-skill-by-deletexiumu-agentskills-hub","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","profileJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","source":"https://playbooks.com/skills/deletexiumu/agentskills-hub/ai-news-digest"}},{"id":"playbooks:skills-openclaw-skills-ai-news-oracle","slug":"playbooks-ai-news-oracle-skill-by-openclaw-skills","name":"ai-news-oracle skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/ai-news-oracle","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-ai-news-oracle-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-news-oracle-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-news-oracle-skill-by-openclaw-skills","summary":"This skill delivers real-time AI news briefings from AI News Oracle, summarizing top sources for autonomous agents without manual browsing.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"tags":["skills","ai-news-oracle skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T15:44:18.151Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill delivers real-time AI news briefings from AI News Oracle, summarizing top sources for autonomous agents without manual browsing.","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-ai-news-oracle-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-oracle-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-ai-news-oracle-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-oracle-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-ai-news-oracle-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-news-oracle-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-oracle-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-ai-news-oracle-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-news-oracle-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-news-oracle-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-news-oracle-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-news-oracle-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-news-oracle-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/ai-news-oracle"}},{"id":"playbooks:skills-openclaw-skills-ai-note","slug":"playbooks-ai-note-skill-by-openclaw-skills","name":"ai-note skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/ai-note","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-ai-note-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-note-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-note-skill-by-openclaw-skills","summary":"This skill enables AI agents to access and utilize AI-friendly, GitHub-hosted notes for quick lookup, understanding, and knowledge sharing.","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","ai-note skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T15:44:18.867Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill enables AI agents to access and utilize AI-friendly, GitHub-hosted notes for quick lookup, understanding, and knowledge sharing.","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-ai-note-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-note-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-ai-note-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-note-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-ai-note-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-note-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-note-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-ai-note-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-note-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-note-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-note-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-note-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-note-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/ai-note"}},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-prompt-engineering","slug":"playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","name":"ai-prompt-engineering skill by vasilyu1983/ai-agents-public","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-prompt-engineering","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-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","summary":"Operational prompt engineering for production LLM apps: structured outputs (JSON/schema), deterministic extractors, RAG grounding/citations, tool/agent workflows, prompt safety (injection/exfiltration), and prompt evaluation/regression testing. Use when designing, debugging, or standardizing prompts for Codex CLI, Claude Code, and OpenAI/Anthropic/Gemini AP...","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","ai-prompt-engineering skill"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T16:14:43.982Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Operational prompt engineering for production LLM apps: structured outputs (JSON/schema), deterministic extractors, RAG grounding/citations, tool/agent workflows, prompt safety (injection/exfiltration), and prompt evaluation/regression testing. Use when designing, debugging, or standardizing prompts for Codex CLI, Claude Code, and OpenAI/Anthropic/Gemini AP...","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-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public"},"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-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public"},"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-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","source":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-prompt-engineering"}},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-rag","slug":"playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","name":"ai-rag skill by vasilyu1983/ai-agents-public","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-rag","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-ai-rag-skill-by-vasilyu1983-ai-agents-public/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","summary":"Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented generation and semantic search.","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","ai-rag skill"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T16:14:45.593Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented generation and semantic search.","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-ai-rag-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public"},"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-ai-rag-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public"},"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-ai-rag-skill-by-vasilyu1983-ai-agents-public","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","source":"https://playbooks.com/skills/vasilyu1983/ai-agents-public/ai-rag"}},{"id":"playbooks:skills-nityeshaga-claude-code-essentials-ai-tool-designer","slug":"playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","name":"ai-tool-designer skill by nityeshaga/claude-code-essentials","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/nityeshaga/claude-code-essentials/ai-tool-designer","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-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","summary":"Guide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces. Provides principles for tool naming, input/output design, error handling, and evaluation methodologies that maximize agent effectiveness.","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","ai-tool-designer skill"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T15:41:45.956Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Guide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces. Provides principles for tool naming, input/output design, error handling, and evaluation methodologies that maximize agent effectiveness.","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-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials"},"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-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials"},"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-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","profileJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","source":"https://playbooks.com/skills/nityeshaga/claude-code-essentials/ai-tool-designer"}},{"id":"playbooks:skills-krosebrook-source-of-truth-monorepo-ai-workflow-orchestrator","slug":"playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","name":"ai-workflow-orchestrator skill by krosebrook/source-of-truth-monorepo","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/krosebrook/source-of-truth-monorepo/ai-workflow-orchestrator","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-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","summary":"This skill coordinates AI-powered workflows across n8n, Zapier, and custom engines to accelerate automation and multi-agent collaboration.","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","ai-workflow-orchestrator skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T15:38:38.466Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill coordinates AI-powered workflows across n8n, Zapier, and custom engines to accelerate automation and multi-agent collaboration.","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-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo"},"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-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo"},"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-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","typedProfile":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","profileJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","source":"https://playbooks.com/skills/krosebrook/source-of-truth-monorepo/ai-workflow-orchestrator"}},{"id":"explainx:skills-narumiruna-telegram-bot-aiogram-framework","slug":"explainx-aiogram-framework","name":"aiogram-framework","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/narumiruna/telegram-bot/aiogram-framework","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-aiogram-framework/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-aiogram-framework/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-aiogram-framework","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-aiogram-framework","summary":"Use this skill to design or modify aiogram-based bots in this repository with v3 patterns and the local docs/examples.","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","aiogram","framework","ai/ml","ai agent skill","narumiruna","telegram-bot","aiogram-framework ▌"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-08T16:28:46.965Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Use this skill to design or modify aiogram-based bots in this repository with v3 patterns and the local docs/examples.","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-aiogram-framework/profile.json","installJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/install.json","trustJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-aiogram-framework"},"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-aiogram-framework/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/trial.json","installJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-aiogram-framework"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-aiogram-framework"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-aiogram-framework","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-aiogram-framework"},"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-aiogram-framework","canonicalProfile":"https://agentstaffer.com/agents/explainx-aiogram-framework","typedProfile":"https://agentstaffer.com/skills/explainx-aiogram-framework","profileJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/history.json","installJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/install.json","similarJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-aiogram-framework/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-aiogram-framework/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-aiogram-framework/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-aiogram-framework/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-aiogram-framework","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-aiogram-framework","source":"https://explainx.ai/skills/narumiruna/telegram-bot/aiogram-framework"}},{"id":"playbooks:skills-openclaw-skills-aiprox","slug":"playbooks-aiprox-skill-by-openclaw-skills","name":"aiprox skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/aiprox","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-aiprox-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-aiprox-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-aiprox-skill-by-openclaw-skills","summary":"This skill helps you discover autonomous AIProx agents by capability and payment rail, then retrieve manifests and pricing for seamless delegation.","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","aiprox skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli"],"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":"2026-06-09T15:44:23.295Z","relevanceScore":136,"fitScore":61,"recommendation":{"label":"Needs review","score":61},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you discover autonomous AIProx agents by capability and payment rail, then retrieve manifests and pricing for seamless delegation.","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-aiprox-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-aiprox-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-aiprox-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-aiprox-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-aiprox-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-aiprox-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-aiprox-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-aiprox-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-aiprox-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-aiprox-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-aiprox-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-aiprox-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-aiprox-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/aiprox"}}],"agents":[{"id":"explainx:skills-vasilyu1983-ai-agents-public-ai-ml-timeseries","slug":"explainx-ai-ml-timeseries","name":"ai-ml-timeseries","summary":"Modern Best Practices (January 2026):","profileUrl":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries","profileJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/profile.json","installJson":"https://agentstaffer.com/skills/explainx-ai-ml-timeseries/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-ml-timeseries","slug":"playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","name":"ai-ml-timeseries skill by vasilyu1983/ai-agents-public","summary":"Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS (Chronos), and production deployment. Emphasizes explainability, long-term dependency handling, and adaptiv...","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-ml-timeseries-skill-by-vasilyu1983-ai-agents-public/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-mlops","slug":"playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","name":"ai-mlops skill by vasilyu1983/ai-agents-public","summary":"Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection, jailbreaks, RAG security, privacy, and supply chain).","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-mlops-skill-by-vasilyu1983-ai-agents-public/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-deletexiumu-agentskills-hub-ai-news-digest","slug":"playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","name":"ai-news-digest skill by deletexiumu/agentskills-hub","summary":"This skill generates a Chinese AI news digest from multiple sources, deduplicates items, and traces origins for easy reference.","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub","profileJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-digest-skill-by-deletexiumu-agentskills-hub/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-ai-news-oracle","slug":"playbooks-ai-news-oracle-skill-by-openclaw-skills","name":"ai-news-oracle skill by openclaw/skills","summary":"This skill delivers real-time AI news briefings from AI News Oracle, summarizing top sources for autonomous agents without manual browsing.","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-news-oracle-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-ai-note","slug":"playbooks-ai-note-skill-by-openclaw-skills","name":"ai-note skill by openclaw/skills","summary":"This skill enables AI agents to access and utilize AI-friendly, GitHub-hosted notes for quick lookup, understanding, and knowledge sharing.","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-note-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-prompt-engineering","slug":"playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","name":"ai-prompt-engineering skill by vasilyu1983/ai-agents-public","summary":"Operational prompt engineering for production LLM apps: structured outputs (JSON/schema), deterministic extractors, RAG grounding/citations, tool/agent workflows, prompt safety (injection/exfiltration), and prompt evaluation/regression testing. Use when designing, debugging, or standardizing prompts for Codex CLI, Claude Code, and OpenAI/Anthropic/Gemini AP...","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-prompt-engineering-skill-by-vasilyu1983-ai-agents-public/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-vasilyu1983-ai-agents-public-ai-rag","slug":"playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","name":"ai-rag skill by vasilyu1983/ai-agents-public","summary":"Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented generation and semantic search.","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public","profileJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-rag-skill-by-vasilyu1983-ai-agents-public/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-nityeshaga-claude-code-essentials-ai-tool-designer","slug":"playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","name":"ai-tool-designer skill by nityeshaga/claude-code-essentials","summary":"Guide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces. Provides principles for tool naming, input/output design, error handling, and evaluation methodologies that maximize agent effectiveness.","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials","profileJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-tool-designer-skill-by-nityeshaga-claude-code-essentials/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-krosebrook-source-of-truth-monorepo-ai-workflow-orchestrator","slug":"playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","name":"ai-workflow-orchestrator skill by krosebrook/source-of-truth-monorepo","summary":"This skill coordinates AI-powered workflows across n8n, Zapier, and custom engines to accelerate automation and multi-agent collaboration.","profileUrl":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo","profileJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ai-workflow-orchestrator-skill-by-krosebrook-source-of-truth-monorepo/install.json","recommendedAction":"compare"},{"id":"explainx:skills-narumiruna-telegram-bot-aiogram-framework","slug":"explainx-aiogram-framework","name":"aiogram-framework","summary":"Use this skill to design or modify aiogram-based bots in this repository with v3 patterns and the local docs/examples.","profileUrl":"https://agentstaffer.com/skills/explainx-aiogram-framework","profileJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/profile.json","installJson":"https://agentstaffer.com/skills/explainx-aiogram-framework/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-aiprox","slug":"playbooks-aiprox-skill-by-openclaw-skills","name":"aiprox skill by openclaw/skills","summary":"This skill helps you discover autonomous AIProx agents by capability and payment rail, then retrieve manifests and pricing for seamless delegation.","profileUrl":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-aiprox-skill-by-openclaw-skills/install.json","recommendedAction":"compare"}],"pagination":{"page":98,"pageSize":12,"totalItems":146396,"totalPages":12200,"currentPageUrl":"https://agentstaffer.com/agents.json?page=98","currentHtmlUrl":"https://agentstaffer.com/agents?page=98","nextPageUrl":"https://agentstaffer.com/agents.json?page=99","prevPageUrl":"https://agentstaffer.com/agents.json?page=97","nextHtmlUrl":"https://agentstaffer.com/agents?page=99","prevHtmlUrl":"https://agentstaffer.com/agents?page=97"},"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"}}