{"schemaVersion":"agentstaffer.inventory-index-db-lite.v1","generatedAt":"2026-10-29T23:50:32.206Z","canonicalUrl":"https://agentstaffer.com/agents.json?page=178","htmlUrl":"https://agentstaffer.com/agents?page=178","kind":"agents","count":146396,"data":[{"id":"playbooks:skills-openclaw-skills-qst-memory","slug":"playbooks-qst-memory-skill-by-openclaw-skills","name":"qst-memory skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/qst-memory","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-qst-memory-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-qst-memory-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-qst-memory-skill-by-openclaw-skills","summary":"This skill helps OpenClaw agents optimize memory management with state awareness, loop protection, and AI-driven auto-classification to reduce tokens.","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","qst-memory 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":"2026-06-09T15:58:07.980Z","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 OpenClaw agents optimize memory management with state awareness, loop protection, and AI-driven auto-classification to reduce tokens.","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-qst-memory-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-qst-memory-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-qst-memory-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-qst-memory-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-qst-memory-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-qst-memory-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-qst-memory-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-qst-memory-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-qst-memory-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-qst-memory-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-qst-memory-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-qst-memory-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-qst-memory-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/qst-memory"}},{"id":"mcpservers:agent-skills-github-quality-playbook","slug":"mcpservers-quality-playbook","name":"quality-playbook","type":"skill","source":"mcpservers","sourceUrl":"https://mcpservers.org/agent-skills/github/quality-playbook","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/mcpservers-quality-playbook/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-quality-playbook/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/mcpservers-quality-playbook","canonicalProfileUrl":"https://agentstaffer.com/agents/mcpservers-quality-playbook","summary":"Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol…","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Coding assistance","MCP integration","Reusable skill package","Design assistance","Multi-agent orchestration"],"tags":["skills","github","skill","quality-playbook","quality playbook generator","plan overview — read this first, then explain it to the user","how to run this — v1.5.4 self-encoded invocation contract","pick your execution mode"],"protocolSupport":["mcp","http","cli"],"trustLevel":"Verified source","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-15T15:13:13.627Z","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":"Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol…","decision":"Needs review","decisionReason":"Verified source trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/install.json","trustJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-quality-playbook"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/profile.json","scoreJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/score.json","evidenceJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/evidence.json","trustJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/trial.json","installJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-quality-playbook"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["mcpservers-quality-playbook"],"htmlUrl":"https://agentstaffer.com/compare?ids=mcpservers-quality-playbook","jsonUrl":"https://agentstaffer.com/compare.json?ids=mcpservers-quality-playbook"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/mcpservers-quality-playbook","canonicalProfile":"https://agentstaffer.com/agents/mcpservers-quality-playbook","typedProfile":"https://agentstaffer.com/skills/mcpservers-quality-playbook","profileJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/profile.json","scoreJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/score.json","evidenceJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/evidence.json","trustJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/trust.json","trialJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/trial.json","historyJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/history.json","installJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/install.json","similarJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/mcpservers-quality-playbook/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/mcpservers-quality-playbook/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-quality-playbook/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/mcpservers-quality-playbook/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=mcpservers-quality-playbook","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-quality-playbook","source":"https://mcpservers.org/agent-skills/github/quality-playbook"}},{"id":"playbooks:skills-fl-sean03-agentic-science-worker-quantum-espresso","slug":"playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","name":"quantum-espresso skill by fl-sean03/agentic-science-worker","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/fl-sean03/agentic-science-worker/quantum-espresso","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-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","summary":"Run Quantum ESPRESSO DFT calculations. Use when asked to perform first-principles calculations, SCF, structural relaxation, band structure, DOS, phonons, or any ab initio quantum mechanical calculation.","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","quantum-espresso 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":"2026-06-09T15:29:37.616Z","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":"Run Quantum ESPRESSO DFT calculations. Use when asked to perform first-principles calculations, SCF, structural relaxation, band structure, DOS, phonons, or any ab initio quantum mechanical calculation.","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-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker"},"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-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker"},"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-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","canonicalProfile":"https://agentstaffer.com/agents/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","typedProfile":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","profileJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/history.json","installJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","source":"https://playbooks.com/skills/fl-sean03/agentic-science-worker/quantum-espresso"}},{"id":"playbooks:skills-bankrbot-skills-quicknode","slug":"playbooks-quicknode-skill-by-bankrbot-skills","name":"quicknode skill by bankrbot/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/bankrbot/skills/quicknode","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-quicknode-skill-by-bankrbot-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-quicknode-skill-by-bankrbot-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-quicknode-skill-by-bankrbot-skills","summary":"This skill enables agents to read on-chain data across Base, Ethereum, Polygon, Solana, and Unichain via Quicknode RPC with optional x402 payments.","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","quicknode 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":"2026-06-09T15:23:21.480Z","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 agents to read on-chain data across Base, Ethereum, Polygon, Solana, and Unichain via Quicknode RPC with optional x402 payments.","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-quicknode-skill-by-bankrbot-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-quicknode-skill-by-bankrbot-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-quicknode-skill-by-bankrbot-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-quicknode-skill-by-bankrbot-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-quicknode-skill-by-bankrbot-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-quicknode-skill-by-bankrbot-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-quicknode-skill-by-bankrbot-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-quicknode-skill-by-bankrbot-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-quicknode-skill-by-bankrbot-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills","profileJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-quicknode-skill-by-bankrbot-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-quicknode-skill-by-bankrbot-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-quicknode-skill-by-bankrbot-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-quicknode-skill-by-bankrbot-skills","source":"https://playbooks.com/skills/bankrbot/skills/quicknode"}},{"id":"playbooks:skills-eyadsibai-ltk-rag-frameworks","slug":"playbooks-rag-frameworks-skill-by-eyadsibai-ltk","name":"rag-frameworks skill by eyadsibai/ltk","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/eyadsibai/ltk/rag-frameworks","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-rag-frameworks-skill-by-eyadsibai-ltk/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-rag-frameworks-skill-by-eyadsibai-ltk","summary":"This skill helps you compare and choose retrieval augmented generation frameworks like LangChain, LlamaIndex, and Sentence Transformers for document QA.","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","rag-frameworks 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":"2026-06-09T15:29:20.182Z","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 compare and choose retrieval augmented generation frameworks like LangChain, LlamaIndex, and Sentence Transformers for document QA.","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-rag-frameworks-skill-by-eyadsibai-ltk/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-frameworks-skill-by-eyadsibai-ltk"},"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-rag-frameworks-skill-by-eyadsibai-ltk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-frameworks-skill-by-eyadsibai-ltk"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-rag-frameworks-skill-by-eyadsibai-ltk"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-rag-frameworks-skill-by-eyadsibai-ltk","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-rag-frameworks-skill-by-eyadsibai-ltk"},"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-rag-frameworks-skill-by-eyadsibai-ltk","canonicalProfile":"https://agentstaffer.com/agents/playbooks-rag-frameworks-skill-by-eyadsibai-ltk","typedProfile":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk","profileJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/history.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-rag-frameworks-skill-by-eyadsibai-ltk","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-frameworks-skill-by-eyadsibai-ltk","source":"https://playbooks.com/skills/eyadsibai/ltk/rag-frameworks"}},{"id":"playbooks:skills-amnadtaowsoam-cerebraskills-rag-implementation","slug":"playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","name":"rag-implementation skill by amnadtaowsoam/cerebraskills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/amnadtaowsoam/cerebraskills/rag-implementation","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-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","summary":"This skill guides you through building Retrieval-Augmented Generation pipelines with LangChain, enabling efficient document processing, embedding, and semantic","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","rag-implementation 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":"2026-06-09T15:21:46.497Z","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 guides you through building Retrieval-Augmented Generation pipelines with LangChain, enabling efficient document processing, embedding, and semantic","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-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills"},"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-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills"},"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-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","typedProfile":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","profileJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","source":"https://playbooks.com/skills/amnadtaowsoam/cerebraskills/rag-implementation"}},{"id":"playbooks:skills-patricio0312rev-skills-rag-pipeline-builder","slug":"playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","name":"rag-pipeline-builder skill by patricio0312rev/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/patricio0312rev/skills/rag-pipeline-builder","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","summary":"Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadata schemas, retrieval algorithms, reranking, and evaluation plans. Use when building \"RAG systems\", \"document search\", \"semantic search\", or \"knowledge bases\".","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","rag-pipeline-builder 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":"2026-06-09T16:06:24.617Z","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":"Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadata schemas, retrieval algorithms, reranking, and evaluation plans. Use when building \"RAG systems\", \"document search\", \"semantic search\", or \"knowledge bases\".","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-rag-pipeline-builder-skill-by-patricio0312rev-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-pipeline-builder-skill-by-patricio0312rev-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-rag-pipeline-builder-skill-by-patricio0312rev-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-rag-pipeline-builder-skill-by-patricio0312rev-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-rag-pipeline-builder-skill-by-patricio0312rev-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","profileJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","source":"https://playbooks.com/skills/patricio0312rev/skills/rag-pipeline-builder"}},{"id":"playbooks:skills-vuralserhat86-antigravity-agentic-skills-rag-implementation","slug":"playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","name":"rag_implementation skill by vuralserhat86/antigravity-agentic-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/vuralserhat86/antigravity-agentic-skills/rag_implementation","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-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","summary":"Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.","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","rag_implementation 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":"2026-06-09T16:15:20.748Z","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":"Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.","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-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-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-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-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-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","profileJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","source":"https://playbooks.com/skills/vuralserhat86/antigravity-agentic-skills/rag_implementation"}},{"id":"playbooks:skills-openclaw-skills-railil","slug":"playbooks-railil-skill-by-openclaw-skills","name":"railil skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/railil","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-railil-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-railil-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-railil-skill-by-openclaw-skills","summary":"This skill helps you search Israel Rail schedules with fuzzy station matching, date/time filters, and multiple output formats for agents.","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","railil 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":"2026-06-09T15:58:14.672Z","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 search Israel Rail schedules with fuzzy station matching, date/time filters, and multiple output formats for agents.","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-railil-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-railil-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-railil-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-railil-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-railil-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-railil-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-railil-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-railil-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-railil-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-railil-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-railil-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-railil-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/railil"}},{"id":"playbooks:skills-hoodini-ai-agents-skills-railway","slug":"playbooks-railway-skill-by-hoodini-ai-agents-skills","name":"railway skill by hoodini/ai-agents-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/hoodini/ai-agents-skills/railway","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-railway-skill-by-hoodini-ai-agents-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-railway-skill-by-hoodini-ai-agents-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-railway-skill-by-hoodini-ai-agents-skills","summary":"This skill helps you deploy and manage applications on Railway, including databases, private networking, and multi-service setups.","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","railway 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":"2026-06-09T15:31:47.428Z","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 deploy and manage applications on Railway, including databases, private networking, and multi-service setups.","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-railway-skill-by-hoodini-ai-agents-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-railway-skill-by-hoodini-ai-agents-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-railway-skill-by-hoodini-ai-agents-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-railway-skill-by-hoodini-ai-agents-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-railway-skill-by-hoodini-ai-agents-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-railway-skill-by-hoodini-ai-agents-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-railway-skill-by-hoodini-ai-agents-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-railway-skill-by-hoodini-ai-agents-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-railway-skill-by-hoodini-ai-agents-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills","profileJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-railway-skill-by-hoodini-ai-agents-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-railway-skill-by-hoodini-ai-agents-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-railway-skill-by-hoodini-ai-agents-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-railway-skill-by-hoodini-ai-agents-skills","source":"https://playbooks.com/skills/hoodini/ai-agents-skills/railway"}},{"id":"playbooks:skills-openclaw-skills-ralstp-consultant","slug":"playbooks-ralstp-consultant-skill-by-openclaw-skills","name":"ralstp-consultant skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/ralstp-consultant","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-ralstp-consultant-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ralstp-consultant-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ralstp-consultant-skill-by-openclaw-skills","summary":"This skill applies RALSTP methodology to analyze problems conceptually, identifying agents, landmarks, dependencies, and decomposition to guide planning.","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","ralstp-consultant 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":"2026-06-09T15:58:16.425Z","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 applies RALSTP methodology to analyze problems conceptually, identifying agents, landmarks, dependencies, and decomposition to guide planning.","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-ralstp-consultant-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ralstp-consultant-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-ralstp-consultant-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ralstp-consultant-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-ralstp-consultant-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ralstp-consultant-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ralstp-consultant-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-ralstp-consultant-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ralstp-consultant-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ralstp-consultant-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ralstp-consultant-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ralstp-consultant-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ralstp-consultant-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/ralstp-consultant"}},{"id":"playbooks:skills-openclaw-skills-ramalama-cli","slug":"playbooks-ramalama-cli-skill-by-openclaw-skills","name":"ramalama-cli skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/ramalama-cli","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-ramalama-cli-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ramalama-cli-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ramalama-cli-skill-by-openclaw-skills","summary":"This skill helps you run and manage AI agents with flexible model sourcing and local execution for safe, cost-effective tasks.","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","ramalama-cli 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":"2026-06-09T15:58:16.392Z","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 run and manage AI agents with flexible model sourcing and local execution for safe, cost-effective tasks.","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-ramalama-cli-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ramalama-cli-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-ramalama-cli-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ramalama-cli-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-ramalama-cli-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ramalama-cli-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ramalama-cli-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-ramalama-cli-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ramalama-cli-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ramalama-cli-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ramalama-cli-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ramalama-cli-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ramalama-cli-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/ramalama-cli"}}],"agents":[{"id":"playbooks:skills-openclaw-skills-qst-memory","slug":"playbooks-qst-memory-skill-by-openclaw-skills","name":"qst-memory skill by openclaw/skills","summary":"This skill helps OpenClaw agents optimize memory management with state awareness, loop protection, and AI-driven auto-classification to reduce tokens.","profileUrl":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-qst-memory-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"mcpservers:agent-skills-github-quality-playbook","slug":"mcpservers-quality-playbook","name":"quality-playbook","summary":"Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol…","profileUrl":"https://agentstaffer.com/skills/mcpservers-quality-playbook","profileJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/profile.json","installJson":"https://agentstaffer.com/skills/mcpservers-quality-playbook/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-fl-sean03-agentic-science-worker-quantum-espresso","slug":"playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","name":"quantum-espresso skill by fl-sean03/agentic-science-worker","summary":"Run Quantum ESPRESSO DFT calculations. Use when asked to perform first-principles calculations, SCF, structural relaxation, band structure, DOS, phonons, or any ab initio quantum mechanical calculation.","profileUrl":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker","profileJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-quantum-espresso-skill-by-fl-sean03-agentic-science-worker/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-bankrbot-skills-quicknode","slug":"playbooks-quicknode-skill-by-bankrbot-skills","name":"quicknode skill by bankrbot/skills","summary":"This skill enables agents to read on-chain data across Base, Ethereum, Polygon, Solana, and Unichain via Quicknode RPC with optional x402 payments.","profileUrl":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills","profileJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-quicknode-skill-by-bankrbot-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-eyadsibai-ltk-rag-frameworks","slug":"playbooks-rag-frameworks-skill-by-eyadsibai-ltk","name":"rag-frameworks skill by eyadsibai/ltk","summary":"This skill helps you compare and choose retrieval augmented generation frameworks like LangChain, LlamaIndex, and Sentence Transformers for document QA.","profileUrl":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk","profileJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-frameworks-skill-by-eyadsibai-ltk/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-amnadtaowsoam-cerebraskills-rag-implementation","slug":"playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","name":"rag-implementation skill by amnadtaowsoam/cerebraskills","summary":"This skill guides you through building Retrieval-Augmented Generation pipelines with LangChain, enabling efficient document processing, embedding, and semantic","profileUrl":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills","profileJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-amnadtaowsoam-cerebraskills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-patricio0312rev-skills-rag-pipeline-builder","slug":"playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","name":"rag-pipeline-builder skill by patricio0312rev/skills","summary":"Designs retrieval-augmented generation pipelines for document-based AI assistants. Includes chunking strategies, metadata schemas, retrieval algorithms, reranking, and evaluation plans. Use when building \"RAG systems\", \"document search\", \"semantic search\", or \"knowledge bases\".","profileUrl":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills","profileJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-pipeline-builder-skill-by-patricio0312rev-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-vuralserhat86-antigravity-agentic-skills-rag-implementation","slug":"playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","name":"rag_implementation skill by vuralserhat86/antigravity-agentic-skills","summary":"Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.","profileUrl":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills","profileJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-rag-implementation-skill-by-vuralserhat86-antigravity-agentic-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-railil","slug":"playbooks-railil-skill-by-openclaw-skills","name":"railil skill by openclaw/skills","summary":"This skill helps you search Israel Rail schedules with fuzzy station matching, date/time filters, and multiple output formats for agents.","profileUrl":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-railil-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-hoodini-ai-agents-skills-railway","slug":"playbooks-railway-skill-by-hoodini-ai-agents-skills","name":"railway skill by hoodini/ai-agents-skills","summary":"This skill helps you deploy and manage applications on Railway, including databases, private networking, and multi-service setups.","profileUrl":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills","profileJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-railway-skill-by-hoodini-ai-agents-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-ralstp-consultant","slug":"playbooks-ralstp-consultant-skill-by-openclaw-skills","name":"ralstp-consultant skill by openclaw/skills","summary":"This skill applies RALSTP methodology to analyze problems conceptually, identifying agents, landmarks, dependencies, and decomposition to guide planning.","profileUrl":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ralstp-consultant-skill-by-openclaw-skills/install.json","recommendedAction":"compare"},{"id":"playbooks:skills-openclaw-skills-ramalama-cli","slug":"playbooks-ramalama-cli-skill-by-openclaw-skills","name":"ramalama-cli skill by openclaw/skills","summary":"This skill helps you run and manage AI agents with flexible model sourcing and local execution for safe, cost-effective tasks.","profileUrl":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ramalama-cli-skill-by-openclaw-skills/install.json","recommendedAction":"compare"}],"pagination":{"page":178,"pageSize":12,"totalItems":146396,"totalPages":12200,"currentPageUrl":"https://agentstaffer.com/agents.json?page=178","currentHtmlUrl":"https://agentstaffer.com/agents?page=178","nextPageUrl":"https://agentstaffer.com/agents.json?page=179","prevPageUrl":"https://agentstaffer.com/agents.json?page=177","nextHtmlUrl":"https://agentstaffer.com/agents?page=179","prevHtmlUrl":"https://agentstaffer.com/agents?page=177"},"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"}}