{"schemaVersion":"agentstaffer.role-family.v1","generatedAt":"2026-10-22T19:21:33.589Z","canonicalUrl":"https://agentstaffer.com/role-families/research.json?page=83","htmlUrl":"https://agentstaffer.com/role-families/research?page=83","surfaceContract":{"surface":"role-families","primaryQuestion":"What team job or business role does the user need filled?","primaryAction":"Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.","useFor":["department or team-role discovery","plain-language job briefs","business outcome shortlists","non-technical browsing"],"doNotUseFor":["protocol-specific filtering","assuming every related technical category is required","production approval without profile, trust, install, and trial evidence"],"nextResources":["/role-families.json","/roles.json","/job-matcher.json","/teams.json"]},"sitemapDiscovery":{"indexUrl":"https://agentstaffer.com/sitemap.xml","staticSitemapUrl":"https://agentstaffer.com/sitemap-static.xml","profileShardPattern":"https://agentstaffer.com/sitemap-agents-{page}.xml","profileShardExample":"https://agentstaffer.com/sitemap-agents-1.xml","profileShardPageSize":200,"profileUrlRule":"Profile HTML and profile.json URLs live in sitemap-agents-{page}.xml shards, not in the sitemap index itself.","staticUrlRule":"Static docs, GEO exposure, agent visibility packets, resources, taxonomy, playbook, team, trust, and queue URLs live in sitemap-static.xml.","retrievalRule":"Fetch /sitemap.xml first, then crawl each listed sitemap URL; use /geo.json and /agent-visibility.json for current high-signal routes, crawler-specific packets, and /resources.json for route meaning and recommended fetch order."},"uiDataContract":{"principle":"Human HTML can be simplified, but machine-readable JSON, Markdown, sitemap, llms.txt, canonical links, alternate links, and profile resource contracts must remain stable and discoverable.","requiredProfileResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"recommendedProfileFetchOrder":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"regressionCommand":{"local":"npm run ai:readability","production":"npm run ai:readability:prod","baseUrlEnv":"AGENTSTAFFER_BASE_URL"},"regressionChecks":[{"id":"status-canonical","label":"Status and canonical pages","humanSurface":"Home, market, resources, docs, and profile HTML return 200 and keep canonical links.","machineSurface":"Canonical and alternate links still point to structured JSON, Markdown, sitemap, and llms.txt resources."},{"id":"global-entrypoints","label":"Global data entrypoints","humanSurface":"Navigation stays simple and does not need to repeat every endpoint.","machineSurface":"/llms.txt, /resources.json, /agents.json, /sitemap.xml, /sitemap-agents-1.xml, and /openapi.json remain fetchable."},{"id":"profile-package","label":"Profile resources","humanSurface":"Profile pages show a compact decision, evidence, install, trial, and resource section.","machineSurface":"/agents/{slug}/profile.json, /agents/{slug}/score.json, /agents/{slug}/evidence.json, /agents/{slug}/trust.json, /agents/{slug}/trial.json, /agents/{slug}/install.json, /agents/{slug}/history.json, /agents/{slug}/similar.json, /agents/{slug}/dossier.md"},{"id":"embedded-contracts","label":"Embedded structured contracts","humanSurface":"HTML can hide or compress secondary rows on small screens.","machineSurface":"JSON-LD and application/json script contracts remain present where the page declares them."},{"id":"pagination-sitemaps","label":"Pagination and sitemap discovery","humanSurface":"List pages can paginate and keep cards lightweight.","machineSurface":"JSON pagination, sitemap index, static sitemap, and agent sitemap shards remain explicit."},{"id":"no-data-loss-ui","label":"No data loss from UI polish","humanSurface":"Visual density, mobile folds, and redundant modules can be reduced.","machineSurface":"Data removed from HTML presentation must remain in JSON or Markdown resources referenced by the page."}]},"regressionCommand":{"local":"npm run ai:readability","production":"npm run ai:readability:prod","baseUrlEnv":"AGENTSTAFFER_BASE_URL"},"visibleRetrievalSpine":[{"step":"01","label":"llms.txt","href":"/llms.txt","note":"Site context and first-hop guidance"},{"step":"02","label":"role-family.json","href":"/role-families/research.json?page=83","note":"Complete page contract and data surface map"},{"step":"03","label":"agents.json","href":"/agents.json","note":"Paginated candidate discovery"},{"step":"04","label":"profile package","href":"/resources.json","note":"Fetch all 9 required finalist resources","requiredResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"]}],"profileResourceContract":{"schemaVersion":"agentstaffer.profile-resource-contract.v1","requiredResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"recommendedFetchOrder":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"retrievalRule":"Use this role-family JSON for paginated occupational candidates, then fetch the full profile package for every finalist before install, hire, promotion, credential access, or production use."},"family":{"id":"research","label":"Research","description":"Search, retrieve, synthesize, and preserve knowledge with traceable sources.","count":4731,"filteredCount":4731,"relatedFunctions":[{"id":"research-knowledge","label":"Research & Knowledge","description":"Agents for research, retrieval, memory, knowledge bases, RAG, GraphRAG, and long-context synthesis.","htmlUrl":"https://agentstaffer.com/roles/research-knowledge","jsonUrl":"https://agentstaffer.com/roles/research-knowledge.json"},{"id":"data-integrations","label":"Data & Integrations","description":"Agents and tools for data pipelines, APIs, databases, spreadsheets, webhooks, ETL, and analytics.","htmlUrl":"https://agentstaffer.com/roles/data-integrations","jsonUrl":"https://agentstaffer.com/roles/data-integrations.json"}],"exampleBriefs":["Create a sourced research brief from public material.","Find comparable tools and preserve citation links."],"recommendedPlaybooks":[{"id":"repo-audit-team","name":"Repository Audit Team","outcome":"Review a codebase before trusting an agent in production","description":"A due-diligence bundle for source review, quality signals, security posture, and integration readiness.","playbookUrl":"https://agentstaffer.com/playbooks/repo-audit-team","playbookJsonUrl":"https://agentstaffer.com/playbooks/repo-audit-team.json","teamUrl":"https://agentstaffer.com/teams/repo-audit-team","teamJsonUrl":"https://agentstaffer.com/teams/repo-audit-team.json"},{"id":"research-brief-team","name":"Research Brief Team","outcome":"Produce a sourced research memo with reusable context","description":"A team for gathering sources, synthesizing findings, and storing a traceable research outcome.","playbookUrl":"https://agentstaffer.com/playbooks/research-brief-team","playbookJsonUrl":"https://agentstaffer.com/playbooks/research-brief-team.json","teamUrl":"https://agentstaffer.com/teams/research-brief-team","teamJsonUrl":"https://agentstaffer.com/teams/research-brief-team.json"},{"id":"sales-ops-team","name":"Sales Ops Team","outcome":"Automate a repeatable business workflow safely","description":"A bundle for customer, CRM, finance, support, and operations workflows that need tool access and audit notes.","playbookUrl":"https://agentstaffer.com/playbooks/sales-ops-team","playbookJsonUrl":"https://agentstaffer.com/playbooks/sales-ops-team.json","teamUrl":"https://agentstaffer.com/teams/sales-ops-team","teamJsonUrl":"https://agentstaffer.com/teams/sales-ops-team.json"},{"id":"docs-refresh-team","name":"Docs Refresh Team","outcome":"Refresh docs, examples, and install instructions","description":"A team for keeping agent profiles, README guidance, install manifests, and structured review docs aligned.","playbookUrl":"https://agentstaffer.com/playbooks/docs-refresh-team","playbookJsonUrl":"https://agentstaffer.com/playbooks/docs-refresh-team.json","teamUrl":"https://agentstaffer.com/teams/docs-refresh-team","teamJsonUrl":"https://agentstaffer.com/teams/docs-refresh-team.json"}]},"data":[{"id":"playbooks:skills-mamba-mental-agent-skill-manager-devops","slug":"playbooks-devops-skill-by-mamba-mental-agent-skill-manager","name":"devops skill by mamba-mental/agent-skill-manager","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/mamba-mental/agent-skill-manager/devops","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-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","summary":"This skill guides deploying and managing cloud infrastructures across Cloudflare, Docker, and Google Cloud with practical, cost-efficient, scalable patterns.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"tags":["skills","devops skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:38:53.660Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill guides deploying and managing cloud infrastructures across Cloudflare, Docker, and Google Cloud with practical, cost-efficient, scalable patterns.","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-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager"},"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-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-devops-skill-by-mamba-mental-agent-skill-manager"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager"},"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-devops-skill-by-mamba-mental-agent-skill-manager","canonicalProfile":"https://agentstaffer.com/agents/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","typedProfile":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","profileJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/history.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager","source":"https://playbooks.com/skills/mamba-mental/agent-skill-manager/devops"}},{"id":"playbooks:for-devops","slug":"playbooks-devops-skills-for-ai-agents","name":"Devops skills for AI agents","type":"workflow","source":"playbooks","sourceUrl":"https://playbooks.com/for/devops","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-devops-skills-for-ai-agents/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skills-for-ai-agents/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-devops-skills-for-ai-agents","summary":"Browse Devops skills for Claude Code, Cursor, Codex and more AI coding agents.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"tags":["for","devops skills for claude code"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:18:09.835Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Browse Devops skills for Claude Code, Cursor, Codex and more AI coding 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/mcp/playbooks-devops-skills-for-ai-agents/profile.json","installJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/install.json","trustJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trust.json","trialJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents"},"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/mcp/playbooks-devops-skills-for-ai-agents/profile.json","scoreJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/score.json","evidenceJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/evidence.json","trustJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trust.json","trialJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trial.json","installJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-devops-skills-for-ai-agents"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-devops-skills-for-ai-agents","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents"},"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/mcp/playbooks-devops-skills-for-ai-agents","canonicalProfile":"https://agentstaffer.com/agents/playbooks-devops-skills-for-ai-agents","typedProfile":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents","profileJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/profile.json","scoreJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/score.json","evidenceJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/evidence.json","trustJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trust.json","trialJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trial.json","historyJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/history.json","installJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/install.json","similarJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skills-for-ai-agents/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-devops-skills-for-ai-agents/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-devops-skills-for-ai-agents","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents","source":"https://playbooks.com/for/devops"}},{"id":"playbooks:skills-louloulin-claude-agent-sdk-devops-engineer","slug":"playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","name":"devops-engineer skill by louloulin/claude-agent-sdk","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/louloulin/claude-agent-sdk/devops-engineer","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-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","summary":"This skill helps you design and implement robust CI/CD pipelines, infrastructure automation, and reliability practices across platforms to accelerate delivery.","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","devops-engineer skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:38:13.325Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you design and implement robust CI/CD pipelines, infrastructure automation, and reliability practices across platforms to accelerate delivery.","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-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"},"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-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"},"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-devops-engineer-skill-by-louloulin-claude-agent-sdk","canonicalProfile":"https://agentstaffer.com/agents/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","typedProfile":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","profileJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/history.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","source":"https://playbooks.com/skills/louloulin/claude-agent-sdk/devops-engineer"}},{"id":"mcpservers:servers-coinpaprika-dexpaprika-mcp","slug":"mcpservers-dexpaprika-mcp-server","name":"DexPaprika MCP Server","type":"tool","source":"mcpservers","sourceUrl":"https://mcpservers.org/servers/coinpaprika/dexpaprika-mcp","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-dexpaprika-mcp-server/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-dexpaprika-mcp-server/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server","canonicalProfileUrl":"https://agentstaffer.com/agents/mcpservers-dexpaprika-mcp-server","summary":"Access real-time DEX analytics across 20+ blockchains with DexPaprika API, tracking 5M+ tokens, pools, volumes, and historical market data. Built by...","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"tags":["servers","coinpaprika","mcp","server","dexpaprika mcp server","documentation","tl;dr","version 1.3.0 update highlights"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-15T15:01:20.612Z","relevanceScore":130,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Access real-time DEX analytics across 20+ blockchains with DexPaprika API, tracking 5M+ tokens, pools, volumes, and historical market data. Built by...","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/mcp/mcpservers-dexpaprika-mcp-server/profile.json","installJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/install.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server"},"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/mcp/mcpservers-dexpaprika-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trial.json","installJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["mcpservers-dexpaprika-mcp-server"],"htmlUrl":"https://agentstaffer.com/compare?ids=mcpservers-dexpaprika-mcp-server","jsonUrl":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server"},"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/mcp/mcpservers-dexpaprika-mcp-server","canonicalProfile":"https://agentstaffer.com/agents/mcpservers-dexpaprika-mcp-server","typedProfile":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server","profileJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trial.json","historyJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/history.json","installJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/install.json","similarJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-dexpaprika-mcp-server/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/mcpservers-dexpaprika-mcp-server/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=mcpservers-dexpaprika-mcp-server","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server","source":"https://mcpservers.org/servers/coinpaprika/dexpaprika-mcp"}},{"id":"playbooks:skills-sendaifun-skills-dflow","slug":"playbooks-dflow-skill-by-sendaifun-skills","name":"dflow skill by sendaifun/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/sendaifun/skills/dflow","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-dflow-skill-by-sendaifun-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-dflow-skill-by-sendaifun-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-dflow-skill-by-sendaifun-skills","summary":"This skill helps you integrate DFlow's trading and prediction market APIs on Solana, enabling seamless swaps, quotes, and real-time data access.","roleFamily":"Workflow Automation","roleFamilies":["Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration","Research & Knowledge"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","dflow skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:11:06.425Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you integrate DFlow's trading and prediction market APIs on Solana, enabling seamless swaps, quotes, and real-time data access.","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-dflow-skill-by-sendaifun-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-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-dflow-skill-by-sendaifun-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-dflow-skill-by-sendaifun-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-dflow-skill-by-sendaifun-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-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-dflow-skill-by-sendaifun-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-dflow-skill-by-sendaifun-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills","profileJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-dflow-skill-by-sendaifun-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-dflow-skill-by-sendaifun-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-dflow-skill-by-sendaifun-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-skills","source":"https://playbooks.com/skills/sendaifun/skills/dflow"}},{"id":"playbooks:skills-a5c-ai-babysitter-diagram-generation","slug":"playbooks-diagram-generation-skill-by-a5c-ai-babysitter","name":"diagram-generation skill by a5c-ai/babysitter","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/a5c-ai/babysitter/diagram-generation","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-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","summary":"This skill generates multi-format diagrams from text descriptions, producing Mermaid, PlantUML, D2, and Graphviz visuals for architecture, data models, and","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","diagram-generation skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:18:26.221Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill generates multi-format diagrams from text descriptions, producing Mermaid, PlantUML, D2, and Graphviz visuals for architecture, data models, and","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-diagram-generation-skill-by-a5c-ai-babysitter/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter"},"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-diagram-generation-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-diagram-generation-skill-by-a5c-ai-babysitter"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter"},"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-diagram-generation-skill-by-a5c-ai-babysitter","canonicalProfile":"https://agentstaffer.com/agents/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","typedProfile":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","profileJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/history.json","installJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter","source":"https://playbooks.com/skills/a5c-ai/babysitter/diagram-generation"}},{"id":"playbooks:skills-a5c-ai-babysitter-diataxis-doc-generator","slug":"playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","name":"diataxis-doc-generator skill by a5c-ai/babysitter","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/a5c-ai/babysitter/diataxis-doc-generator","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-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","summary":"This skill generates Diataxis-compliant documentation including tutorials, how-tos, references, and explanations to improve developer learning and onboarding.","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","diataxis-doc-generator skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:18:26.308Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill generates Diataxis-compliant documentation including tutorials, how-tos, references, and explanations to improve developer learning and onboarding.","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-diataxis-doc-generator-skill-by-a5c-ai-babysitter/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"},"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-diataxis-doc-generator-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"},"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-diataxis-doc-generator-skill-by-a5c-ai-babysitter","canonicalProfile":"https://agentstaffer.com/agents/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","typedProfile":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","profileJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/history.json","installJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","source":"https://playbooks.com/skills/a5c-ai/babysitter/diataxis-doc-generator"}},{"id":"playbooks:skills-bobmatnyc-claude-mpm-skills-digitalocean-storage","slug":"playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","name":"digitalocean-storage skill by bobmatnyc/claude-mpm-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/bobmatnyc/claude-mpm-skills/digitalocean-storage","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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","summary":"This skill helps you select and manage DigitalOcean storage options like Spaces, Volumes, and NFS for reliable, scalable workloads.","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","digitalocean-storage skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:24:21.139Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you select and manage DigitalOcean storage options like Spaces, Volumes, and NFS for reliable, scalable workloads.","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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","profileJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","source":"https://playbooks.com/skills/bobmatnyc/claude-mpm-skills/digitalocean-storage"}},{"id":"mcpservers:servers-saseq-discord-mcp","slug":"mcpservers-discord-mcp-server","name":"Discord MCP Server","type":"tool","source":"mcpservers","sourceUrl":"https://mcpservers.org/servers/SaseQ/discord-mcp","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-discord-mcp-server/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-discord-mcp-server/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server","canonicalProfileUrl":"https://agentstaffer.com/agents/mcpservers-discord-mcp-server","summary":"An MCP server for the Discord API, enabling seamless integration of Discord bots with MCP-compatible applications.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"tags":["servers","saseq","mcp","server","discord mcp server","documentation","📖 description","🔬 installation"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-15T15:21:16.813Z","relevanceScore":130,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"An MCP server for the Discord API, enabling seamless integration of Discord bots with MCP-compatible applications.","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/mcp/mcpservers-discord-mcp-server/profile.json","installJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/install.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server"},"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/mcp/mcpservers-discord-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trial.json","installJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["mcpservers-discord-mcp-server"],"htmlUrl":"https://agentstaffer.com/compare?ids=mcpservers-discord-mcp-server","jsonUrl":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server"},"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/mcp/mcpservers-discord-mcp-server","canonicalProfile":"https://agentstaffer.com/agents/mcpservers-discord-mcp-server","typedProfile":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server","profileJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trial.json","historyJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/history.json","installJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/install.json","similarJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-discord-mcp-server/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/mcpservers-discord-mcp-server/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=mcpservers-discord-mcp-server","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server","source":"https://mcpservers.org/servers/SaseQ/discord-mcp"}},{"id":"playbooks:skills-doanchienthangdev-omgkit-distributed-tracing","slug":"playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","name":"distributed-tracing skill by doanchienthangdev/omgkit","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/doanchienthangdev/omgkit/distributed-tracing","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-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","summary":"This skill helps you implement end-to-end distributed tracing with OpenTelemetry, Jaeger, and correlation IDs to diagnose latency across services.","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","distributed-tracing skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:28:11.312Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you implement end-to-end distributed tracing with OpenTelemetry, Jaeger, and correlation IDs to diagnose latency across services.","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-distributed-tracing-skill-by-doanchienthangdev-omgkit/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"},"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-distributed-tracing-skill-by-doanchienthangdev-omgkit/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"},"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-distributed-tracing-skill-by-doanchienthangdev-omgkit","canonicalProfile":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","typedProfile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/history.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","source":"https://playbooks.com/skills/doanchienthangdev/omgkit/distributed-tracing"}},{"id":"playbooks:skills-melodic-software-claude-code-plugins-distributed-tracing","slug":"playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","name":"distributed-tracing skill by melodic-software/claude-code-plugins","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/melodic-software/claude-code-plugins/distributed-tracing","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-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","summary":"Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.","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","distributed-tracing skill"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:39:38.969Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.","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-distributed-tracing-skill-by-melodic-software-claude-code-plugins/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","canonicalProfile":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","typedProfile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/history.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","source":"https://playbooks.com/skills/melodic-software/claude-code-plugins/distributed-tracing"}},{"id":"playbooks:skills-xfstudio-skills-distributed-tracing","slug":"playbooks-distributed-tracing-skill-by-xfstudio-skills","name":"distributed-tracing skill by xfstudio/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/xfstudio/skills/distributed-tracing","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-distributed-tracing-skill-by-xfstudio-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-xfstudio-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-xfstudio-skills","summary":"This skill helps you implement distributed tracing with Jaeger and Tempo to trace requests across microservices and identify bottlenecks.","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","distributed-tracing skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:16:32.549Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you implement distributed tracing with Jaeger and Tempo to trace requests across microservices and identify bottlenecks.","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-distributed-tracing-skill-by-xfstudio-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-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-distributed-tracing-skill-by-xfstudio-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-distributed-tracing-skill-by-xfstudio-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-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-distributed-tracing-skill-by-xfstudio-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-xfstudio-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills","profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-xfstudio-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-xfstudio-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills","source":"https://playbooks.com/skills/xfstudio/skills/distributed-tracing"}}],"agents":[{"id":"playbooks:skills-mamba-mental-agent-skill-manager-devops","slug":"playbooks-devops-skill-by-mamba-mental-agent-skill-manager","name":"devops skill by mamba-mental/agent-skill-manager","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/mamba-mental/agent-skill-manager/devops","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-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","summary":"This skill guides deploying and managing cloud infrastructures across Cloudflare, Docker, and Google Cloud with practical, cost-efficient, scalable patterns.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"tags":["skills","devops skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:38:53.660Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill guides deploying and managing cloud infrastructures across Cloudflare, Docker, and Google Cloud with practical, cost-efficient, scalable patterns.","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-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager"},"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-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-devops-skill-by-mamba-mental-agent-skill-manager"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager"},"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-devops-skill-by-mamba-mental-agent-skill-manager","canonicalProfile":"https://agentstaffer.com/agents/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","typedProfile":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager","profileJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/history.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager","source":"https://playbooks.com/skills/mamba-mental/agent-skill-manager/devops"}},{"id":"playbooks:for-devops","slug":"playbooks-devops-skills-for-ai-agents","name":"Devops skills for AI agents","type":"workflow","source":"playbooks","sourceUrl":"https://playbooks.com/for/devops","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-devops-skills-for-ai-agents/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skills-for-ai-agents/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-devops-skills-for-ai-agents","summary":"Browse Devops skills for Claude Code, Cursor, Codex and more AI coding agents.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration"],"tags":["for","devops skills for claude code"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:18:09.835Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Browse Devops skills for Claude Code, Cursor, Codex and more AI coding 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/mcp/playbooks-devops-skills-for-ai-agents/profile.json","installJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/install.json","trustJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trust.json","trialJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents"},"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/mcp/playbooks-devops-skills-for-ai-agents/profile.json","scoreJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/score.json","evidenceJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/evidence.json","trustJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trust.json","trialJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trial.json","installJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-devops-skills-for-ai-agents"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-devops-skills-for-ai-agents","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents"},"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/mcp/playbooks-devops-skills-for-ai-agents","canonicalProfile":"https://agentstaffer.com/agents/playbooks-devops-skills-for-ai-agents","typedProfile":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents","profileJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/profile.json","scoreJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/score.json","evidenceJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/evidence.json","trustJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trust.json","trialJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/trial.json","historyJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/history.json","installJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/install.json","similarJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-skills-for-ai-agents/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/playbooks-devops-skills-for-ai-agents/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-devops-skills-for-ai-agents/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-devops-skills-for-ai-agents","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents","source":"https://playbooks.com/for/devops"}},{"id":"playbooks:skills-louloulin-claude-agent-sdk-devops-engineer","slug":"playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","name":"devops-engineer skill by louloulin/claude-agent-sdk","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/louloulin/claude-agent-sdk/devops-engineer","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-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","summary":"This skill helps you design and implement robust CI/CD pipelines, infrastructure automation, and reliability practices across platforms to accelerate delivery.","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","devops-engineer skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:38:13.325Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you design and implement robust CI/CD pipelines, infrastructure automation, and reliability practices across platforms to accelerate delivery.","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-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"},"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-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk"},"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-devops-engineer-skill-by-louloulin-claude-agent-sdk","canonicalProfile":"https://agentstaffer.com/agents/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","typedProfile":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","profileJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/history.json","installJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk","source":"https://playbooks.com/skills/louloulin/claude-agent-sdk/devops-engineer"}},{"id":"mcpservers:servers-coinpaprika-dexpaprika-mcp","slug":"mcpservers-dexpaprika-mcp-server","name":"DexPaprika MCP Server","type":"tool","source":"mcpservers","sourceUrl":"https://mcpservers.org/servers/coinpaprika/dexpaprika-mcp","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-dexpaprika-mcp-server/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-dexpaprika-mcp-server/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server","canonicalProfileUrl":"https://agentstaffer.com/agents/mcpservers-dexpaprika-mcp-server","summary":"Access real-time DEX analytics across 20+ blockchains with DexPaprika API, tracking 5M+ tokens, pools, volumes, and historical market data. Built by...","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"tags":["servers","coinpaprika","mcp","server","dexpaprika mcp server","documentation","tl;dr","version 1.3.0 update highlights"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-15T15:01:20.612Z","relevanceScore":130,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Access real-time DEX analytics across 20+ blockchains with DexPaprika API, tracking 5M+ tokens, pools, volumes, and historical market data. Built by...","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/mcp/mcpservers-dexpaprika-mcp-server/profile.json","installJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/install.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server"},"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/mcp/mcpservers-dexpaprika-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trial.json","installJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["mcpservers-dexpaprika-mcp-server"],"htmlUrl":"https://agentstaffer.com/compare?ids=mcpservers-dexpaprika-mcp-server","jsonUrl":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server"},"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/mcp/mcpservers-dexpaprika-mcp-server","canonicalProfile":"https://agentstaffer.com/agents/mcpservers-dexpaprika-mcp-server","typedProfile":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server","profileJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/trial.json","historyJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/history.json","installJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/install.json","similarJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-dexpaprika-mcp-server/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/mcpservers-dexpaprika-mcp-server/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/mcpservers-dexpaprika-mcp-server/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=mcpservers-dexpaprika-mcp-server","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server","source":"https://mcpservers.org/servers/coinpaprika/dexpaprika-mcp"}},{"id":"playbooks:skills-sendaifun-skills-dflow","slug":"playbooks-dflow-skill-by-sendaifun-skills","name":"dflow skill by sendaifun/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/sendaifun/skills/dflow","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-dflow-skill-by-sendaifun-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-dflow-skill-by-sendaifun-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-dflow-skill-by-sendaifun-skills","summary":"This skill helps you integrate DFlow's trading and prediction market APIs on Solana, enabling seamless swaps, quotes, and real-time data access.","roleFamily":"Workflow Automation","roleFamilies":["Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration","Research & Knowledge"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","dflow skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:11:06.425Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you integrate DFlow's trading and prediction market APIs on Solana, enabling seamless swaps, quotes, and real-time data access.","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-dflow-skill-by-sendaifun-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-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-dflow-skill-by-sendaifun-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-dflow-skill-by-sendaifun-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-dflow-skill-by-sendaifun-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-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-dflow-skill-by-sendaifun-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-dflow-skill-by-sendaifun-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills","profileJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-dflow-skill-by-sendaifun-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-dflow-skill-by-sendaifun-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-dflow-skill-by-sendaifun-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-dflow-skill-by-sendaifun-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-dflow-skill-by-sendaifun-skills","source":"https://playbooks.com/skills/sendaifun/skills/dflow"}},{"id":"playbooks:skills-a5c-ai-babysitter-diagram-generation","slug":"playbooks-diagram-generation-skill-by-a5c-ai-babysitter","name":"diagram-generation skill by a5c-ai/babysitter","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/a5c-ai/babysitter/diagram-generation","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-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","summary":"This skill generates multi-format diagrams from text descriptions, producing Mermaid, PlantUML, D2, and Graphviz visuals for architecture, data models, and","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","diagram-generation skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:18:26.221Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill generates multi-format diagrams from text descriptions, producing Mermaid, PlantUML, D2, and Graphviz visuals for architecture, data models, and","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-diagram-generation-skill-by-a5c-ai-babysitter/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter"},"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-diagram-generation-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-diagram-generation-skill-by-a5c-ai-babysitter"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter"},"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-diagram-generation-skill-by-a5c-ai-babysitter","canonicalProfile":"https://agentstaffer.com/agents/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","typedProfile":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter","profileJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/history.json","installJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-diagram-generation-skill-by-a5c-ai-babysitter/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diagram-generation-skill-by-a5c-ai-babysitter","source":"https://playbooks.com/skills/a5c-ai/babysitter/diagram-generation"}},{"id":"playbooks:skills-a5c-ai-babysitter-diataxis-doc-generator","slug":"playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","name":"diataxis-doc-generator skill by a5c-ai/babysitter","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/a5c-ai/babysitter/diataxis-doc-generator","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-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","summary":"This skill generates Diataxis-compliant documentation including tutorials, how-tos, references, and explanations to improve developer learning and onboarding.","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","diataxis-doc-generator skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:18:26.308Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill generates Diataxis-compliant documentation including tutorials, how-tos, references, and explanations to improve developer learning and onboarding.","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-diataxis-doc-generator-skill-by-a5c-ai-babysitter/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"},"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-diataxis-doc-generator-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"},"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-diataxis-doc-generator-skill-by-a5c-ai-babysitter","canonicalProfile":"https://agentstaffer.com/agents/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","typedProfile":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","profileJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/history.json","installJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter","source":"https://playbooks.com/skills/a5c-ai/babysitter/diataxis-doc-generator"}},{"id":"playbooks:skills-bobmatnyc-claude-mpm-skills-digitalocean-storage","slug":"playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","name":"digitalocean-storage skill by bobmatnyc/claude-mpm-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/bobmatnyc/claude-mpm-skills/digitalocean-storage","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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","summary":"This skill helps you select and manage DigitalOcean storage options like Spaces, Volumes, and NFS for reliable, scalable workloads.","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","digitalocean-storage skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:24:21.139Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you select and manage DigitalOcean storage options like Spaces, Volumes, and NFS for reliable, scalable workloads.","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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-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-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","profileJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-digitalocean-storage-skill-by-bobmatnyc-claude-mpm-skills","source":"https://playbooks.com/skills/bobmatnyc/claude-mpm-skills/digitalocean-storage"}},{"id":"mcpservers:servers-saseq-discord-mcp","slug":"mcpservers-discord-mcp-server","name":"Discord MCP Server","type":"tool","source":"mcpservers","sourceUrl":"https://mcpservers.org/servers/SaseQ/discord-mcp","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-discord-mcp-server/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-discord-mcp-server/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server","canonicalProfileUrl":"https://agentstaffer.com/agents/mcpservers-discord-mcp-server","summary":"An MCP server for the Discord API, enabling seamless integration of Discord bots with MCP-compatible applications.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"tags":["servers","saseq","mcp","server","discord mcp server","documentation","📖 description","🔬 installation"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-15T15:21:16.813Z","relevanceScore":130,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"An MCP server for the Discord API, enabling seamless integration of Discord bots with MCP-compatible applications.","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/mcp/mcpservers-discord-mcp-server/profile.json","installJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/install.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server"},"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/mcp/mcpservers-discord-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trial.json","installJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["mcpservers-discord-mcp-server"],"htmlUrl":"https://agentstaffer.com/compare?ids=mcpservers-discord-mcp-server","jsonUrl":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server"},"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/mcp/mcpservers-discord-mcp-server","canonicalProfile":"https://agentstaffer.com/agents/mcpservers-discord-mcp-server","typedProfile":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server","profileJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/profile.json","scoreJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/score.json","evidenceJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/evidence.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/trial.json","historyJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/history.json","installJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/install.json","similarJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/mcpservers-discord-mcp-server/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/mcpservers-discord-mcp-server/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/mcpservers-discord-mcp-server/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=mcpservers-discord-mcp-server","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-discord-mcp-server","source":"https://mcpservers.org/servers/SaseQ/discord-mcp"}},{"id":"playbooks:skills-doanchienthangdev-omgkit-distributed-tracing","slug":"playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","name":"distributed-tracing skill by doanchienthangdev/omgkit","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/doanchienthangdev/omgkit/distributed-tracing","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-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","summary":"This skill helps you implement end-to-end distributed tracing with OpenTelemetry, Jaeger, and correlation IDs to diagnose latency across services.","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","distributed-tracing skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:28:11.312Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you implement end-to-end distributed tracing with OpenTelemetry, Jaeger, and correlation IDs to diagnose latency across services.","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-distributed-tracing-skill-by-doanchienthangdev-omgkit/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"},"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-distributed-tracing-skill-by-doanchienthangdev-omgkit/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit"},"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-distributed-tracing-skill-by-doanchienthangdev-omgkit","canonicalProfile":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","typedProfile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/history.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-doanchienthangdev-omgkit","source":"https://playbooks.com/skills/doanchienthangdev/omgkit/distributed-tracing"}},{"id":"playbooks:skills-melodic-software-claude-code-plugins-distributed-tracing","slug":"playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","name":"distributed-tracing skill by melodic-software/claude-code-plugins","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/melodic-software/claude-code-plugins/distributed-tracing","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-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","summary":"Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.","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","distributed-tracing skill"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:39:38.969Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.","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-distributed-tracing-skill-by-melodic-software-claude-code-plugins/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","canonicalProfile":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","typedProfile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/history.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-melodic-software-claude-code-plugins","source":"https://playbooks.com/skills/melodic-software/claude-code-plugins/distributed-tracing"}},{"id":"playbooks:skills-xfstudio-skills-distributed-tracing","slug":"playbooks-distributed-tracing-skill-by-xfstudio-skills","name":"distributed-tracing skill by xfstudio/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/xfstudio/skills/distributed-tracing","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-distributed-tracing-skill-by-xfstudio-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-xfstudio-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-xfstudio-skills","summary":"This skill helps you implement distributed tracing with Jaeger and Tempo to trace requests across microservices and identify bottlenecks.","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","distributed-tracing skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T16:16:32.549Z","relevanceScore":134,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill helps you implement distributed tracing with Jaeger and Tempo to trace requests across microservices and identify bottlenecks.","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-distributed-tracing-skill-by-xfstudio-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-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-distributed-tracing-skill-by-xfstudio-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-distributed-tracing-skill-by-xfstudio-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-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-distributed-tracing-skill-by-xfstudio-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-distributed-tracing-skill-by-xfstudio-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills","profileJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-xfstudio-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-distributed-tracing-skill-by-xfstudio-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-distributed-tracing-skill-by-xfstudio-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-distributed-tracing-skill-by-xfstudio-skills","source":"https://playbooks.com/skills/xfstudio/skills/distributed-tracing"}}],"pagination":{"page":83,"pageSize":12,"totalItems":4731,"totalPages":395,"nextPageUrl":"https://agentstaffer.com/role-families/research.json?page=84","prevPageUrl":"https://agentstaffer.com/role-families/research.json?page=82"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4724},{"value":"cli","label":"CLI","count":4621},{"value":"http","label":"HTTP","count":4568},{"value":"sdk","label":"SDK","count":2070},{"value":"a2a","label":"A2A","count":127}],"trust":[{"value":"needs-review","label":"Needs review","count":4554},{"value":"high-traction","label":"High traction","count":151},{"value":"verified-source","label":"Verified source","count":26}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4724},{"value":"source-guide","label":"Source guide","count":4},{"value":"cli-likely","label":"CLI likely","count":2},{"value":"cli-ready","label":"CLI ready","count":1}]},"sortModes":["relevance","trust","updated","popularity","install_readiness","trial_readiness"],"rankingGuidance":{"best":{"preferredSort":"trust","secondarySort":"trial_readiness","rule":"For broad best-agent questions, prefer trusted candidates that are ready for a sandbox trial or promotion."},"popular":{"preferredSort":"popularity","rule":"For popularity questions, rank by source traction such as stars, downloads, or likes."},"latest":{"preferredSort":"updated","rule":"For latest/newest questions, rank by the newest visible source or index update."},"safeToInstall":{"preferredSort":"install_readiness","exclude":["high-risk listings","rejected listings","manual-review install paths"],"rule":"For safe-install questions, prefer ready MCP or CLI paths and still recommend a sandbox first run."},"uncertainFit":{"preferredSort":"relevance","rule":"When fit is unclear, fetch profile JSON and compare JSON before recommending hire or install."}},"decisionGuide":{"schemaVersion":"agentstaffer.inventory-decision-guide.v1","audience":["human marketplace users","AI agents","search crawlers"],"currentView":{"kind":"agents","sort":"relevance","filters":[{"key":"family","label":"Role family: research"}]},"selectionRule":"Choose by job fit first, then trust evidence, install readiness, risk posture, and trial record. Do not treat popularity alone as proof of suitability.","safeInstallPolicy":"Never recommend a production install from a search result alone. Fetch profile.json and install.json, inspect requirements and risk signals, then run a sandbox trial.","recommendedPath":["For ambiguous candidates, compare the profile dossier against at least two similar listings before shortlisting."],"topCandidates":[{"id":"playbooks:skills-mamba-mental-agent-skill-manager-devops","name":"devops skill by mamba-mental/agent-skill-manager","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/profile.json","installJson":"https://agentstaffer.com/agents/playbooks-devops-skill-by-mamba-mental-agent-skill-manager/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skill-by-mamba-mental-agent-skill-manager%2Cplaybooks-devops-engineer-skill-by-louloulin-claude-agent-sdk%2Cplaybooks-diagram-generation-skill-by-a5c-ai-babysitter%2Cplaybooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"},{"id":"playbooks:for-devops","name":"Devops skills for AI agents","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/playbooks-devops-skills-for-ai-agents/profile.json","installJson":"https://agentstaffer.com/agents/playbooks-devops-skills-for-ai-agents/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-skills-for-ai-agents%2Cplaybooks-devops-skill-by-mamba-mental-agent-skill-manager%2Cplaybooks-devops-engineer-skill-by-louloulin-claude-agent-sdk%2Cplaybooks-diagram-generation-skill-by-a5c-ai-babysitter"},{"id":"playbooks:skills-louloulin-claude-agent-sdk-devops-engineer","name":"devops-engineer skill by louloulin/claude-agent-sdk","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/profile.json","installJson":"https://agentstaffer.com/agents/playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-devops-engineer-skill-by-louloulin-claude-agent-sdk%2Cplaybooks-devops-skill-by-mamba-mental-agent-skill-manager%2Cplaybooks-diagram-generation-skill-by-a5c-ai-babysitter%2Cplaybooks-diataxis-doc-generator-skill-by-a5c-ai-babysitter"},{"id":"mcpservers:servers-coinpaprika-dexpaprika-mcp","name":"DexPaprika MCP Server","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/mcpservers-dexpaprika-mcp-server/profile.json","installJson":"https://agentstaffer.com/agents/mcpservers-dexpaprika-mcp-server/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=mcpservers-dexpaprika-mcp-server%2Cmcpservers-discord-mcp-server%2Cplaybooks-devops-skill-by-mamba-mental-agent-skill-manager%2Cplaybooks-devops-skills-for-ai-agents"}],"nextQueries":[{"label":"Safest install-ready candidates","jsonUrl":"https://agentstaffer.com/agents.json?family=research&sort=install_readiness","htmlUrl":"https://agentstaffer.com/explore?family=research&sort=install_readiness"},{"label":"Best trial-ready candidates","jsonUrl":"https://agentstaffer.com/agents.json?family=research&sort=trial_readiness","htmlUrl":"https://agentstaffer.com/explore?family=research&sort=trial_readiness"},{"label":"Highest trust candidates","jsonUrl":"https://agentstaffer.com/agents.json?family=research&sort=trust","htmlUrl":"https://agentstaffer.com/explore?family=research&sort=trust"}]},"stats":{"sourceBreakdown":[{"label":"playbooks","count":3520},{"label":"explainx","count":814},{"label":"mcpservers","count":205},{"label":"github","count":36},{"label":"remoteopenclaw","count":28},{"label":"enterprisedna","count":23}],"typeBreakdown":[{"label":"skill","count":3673},{"label":"agent","count":747},{"label":"tool","count":197},{"label":"workflow","count":96},{"label":"model","count":13},{"label":"framework","count":5}],"protocolBreakdown":[{"label":"MCP","count":4724},{"label":"CLI","count":4621},{"label":"HTTP","count":4568},{"label":"SDK","count":2070},{"label":"A2A","count":127}],"trustedCount":177,"installReadyCount":4731,"trialReadyCount":4731},"retrievalHints":["Use occupational role families when a user describes a team job rather than a technical protocol.","Use decisionGuide.topCandidates for the safest next action within this role family.","Use data[].agentSummary and data[].hiringLifecycle before recommending install or hire.","Fetch data[].urls.profileJson and data[].urls.installJson for profile dossiers and install manifests.","Preserve q, protocol, trust, install, sort, page, and pageSize query parameters when paginating.","Fetch the full profile package before action: profile.json, score.json, evidence.json, trust.json, trial.json, install.json, history.json, similar.json, dossier.md."],"discovery":{"roleFamilies":"https://agentstaffer.com/role-families","roleFamiliesJson":"https://agentstaffer.com/role-families.json","technicalRoles":"https://agentstaffer.com/roles","technicalRolesJson":"https://agentstaffer.com/roles.json","resources":"https://agentstaffer.com/resources.json","retrieval":"https://agentstaffer.com/retrieval.json","agentIndex":"https://agentstaffer.com/agents.json?family=research&page=83","explore":"https://agentstaffer.com/explore?family=research&page=83","sitemap":"https://agentstaffer.com/sitemap.xml","jobMatcher":"https://agentstaffer.com/job-matcher.json","llmsTxt":"https://agentstaffer.com/llms.txt","openApi":"https://agentstaffer.com/openapi.json"}}