{"schemaVersion":"agentstaffer.role-family.v1","generatedAt":"2026-10-23T22:51:08.802Z","canonicalUrl":"https://agentstaffer.com/role-families/data.json?page=120","htmlUrl":"https://agentstaffer.com/role-families/data?page=120","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/data.json?page=120","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":"data","label":"Data","description":"Connect APIs, databases, warehouses, spreadsheets, analytics, and ETL workflows.","count":4771,"filteredCount":4771,"relatedFunctions":[{"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"},{"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"}],"exampleBriefs":["Connect a dataset or API to a reusable analysis workflow.","Evaluate extraction, transformation, and retrieval candidates."],"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":"explainx:skills-skillcreatorai-ai-agent-skills-llm-application-dev","slug":"explainx-llm-application-dev","name":"llm-application-dev","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/skillcreatorai/ai-agent-skills/llm-application-dev","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-llm-application-dev","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-llm-application-dev","summary":"llm-application-dev","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","llm","application","dev","ai/ml","ai agent skill","skillcreatorai","ai-agent-skills"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-08T16:30:46.442Z","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":"llm-application-dev","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/profile.json","installJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/install.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trial.json","installJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-llm-application-dev"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-llm-application-dev","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/explainx-llm-application-dev","canonicalProfile":"https://agentstaffer.com/agents/explainx-llm-application-dev","typedProfile":"https://agentstaffer.com/skills/explainx-llm-application-dev","profileJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/history.json","installJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/install.json","similarJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-llm-application-dev/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-llm-application-dev/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-llm-application-dev","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev","source":"https://explainx.ai/skills/skillcreatorai/ai-agent-skills/llm-application-dev"}},{"id":"playbooks:skills-skillcreatorai-ai-agent-skills-llm-application-dev","slug":"playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","name":"llm-application-dev skill by skillcreatorai/ai-agent-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/skillcreatorai/ai-agent-skills/llm-application-dev","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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","summary":"This skill helps you build AI-powered applications by guiding prompt engineering, RAG patterns, and LLM integrations for chatbots and automation.","roleFamily":"Workflow Automation","roleFamilies":["Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration","Research & Knowledge"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package"],"tags":["skills","llm-application-dev 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":"2026-06-09T16:12:08.830Z","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 build AI-powered applications by guiding prompt engineering, RAG patterns, and LLM integrations for chatbots and automation.","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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","profileJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","source":"https://playbooks.com/skills/skillcreatorai/ai-agent-skills/llm-application-dev"}},{"id":"playbooks:skills-arustydev-ai-llm-mcp-builder-dev","slug":"playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","name":"llm-mcp-builder-dev skill by arustydev/ai","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/arustydev/ai/llm-mcp-builder-dev","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-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","summary":"This skill helps you build high-quality MCP servers to enable LLMs to safely interact with external services through well-designed tools.","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","llm-mcp-builder-dev 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":"2026-06-09T15:22:43.561Z","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 build high-quality MCP servers to enable LLMs to safely interact with external services through well-designed tools.","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-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"},"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-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"},"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-llm-mcp-builder-dev-skill-by-arustydev-ai","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","profileJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","source":"https://playbooks.com/skills/arustydev/ai/llm-mcp-builder-dev"}},{"id":"explainx:skills-inferen-sh-skills-llm-models","slug":"explainx-llm-models","name":"llm-models","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/inferen-sh/skills/llm-models","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-llm-models","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-llm-models","summary":"Access 100+ language models including Claude, Gemini, Kimi, and GLM via OpenRouter. \\n \\n Supports Claude Opus 4.5, Sonnet 4.5, and Haiku 4.5 for varying per…","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","llm","models","ai/ml","ai agent skill","inferen-sh","llm-models ▌","llm models via openrouter"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-08T16:33:49.703Z","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":"Access 100+ language models including Claude, Gemini, Kimi, and GLM via OpenRouter. \\n \\n Supports Claude Opus 4.5, Sonnet 4.5, and Haiku 4.5 for varying per…","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-models/profile.json","installJson":"https://agentstaffer.com/skills/explainx-llm-models/install.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-models/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-models/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-models/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-models/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-models/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-models/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-models/trial.json","installJson":"https://agentstaffer.com/skills/explainx-llm-models/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-llm-models"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-llm-models","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-llm-models"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/explainx-llm-models","canonicalProfile":"https://agentstaffer.com/agents/explainx-llm-models","typedProfile":"https://agentstaffer.com/skills/explainx-llm-models","profileJson":"https://agentstaffer.com/skills/explainx-llm-models/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-models/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-models/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-models/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-models/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-llm-models/history.json","installJson":"https://agentstaffer.com/skills/explainx-llm-models/install.json","similarJson":"https://agentstaffer.com/skills/explainx-llm-models/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-llm-models/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-llm-models/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-llm-models/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-llm-models","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models","source":"https://explainx.ai/skills/inferen-sh/skills/llm-models"}},{"id":"playbooks:skills-openclaw-skills-llm-models","slug":"playbooks-llm-models-skill-by-openclaw-skills","name":"llm-models skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/llm-models","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-llm-models-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-models-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-models-skill-by-openclaw-skills","summary":"This skill lets you access 100+ LLMs via OpenRouter for cost-aware inference, enabling flexible model choice for coding, reasoning, and chat.","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","llm-models 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":"2026-06-09T15:53:37.197Z","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 lets you access 100+ LLMs via OpenRouter for cost-aware inference, enabling flexible model choice for coding, reasoning, and chat.","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-llm-models-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-models-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-models-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-models-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-models-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-models-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-models-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/llm-models"}},{"id":"playbooks:skills-greyhaven-ai-claude-code-config-llm-project-development","slug":"playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","name":"llm-project-development skill by greyhaven-ai/claude-code-config","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/greyhaven-ai/claude-code-config/llm-project-development","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-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","summary":"This skill helps you design and validate production LLM apps with deterministic pipelines, state management, and cost-aware workflows.","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","llm-project-development 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":"2026-06-09T15:30:58.262Z","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 validate production LLM apps with deterministic pipelines, state management, and cost-aware workflows.","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-llm-project-development-skill-by-greyhaven-ai-claude-code-config/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"},"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-llm-project-development-skill-by-greyhaven-ai-claude-code-config/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"},"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-llm-project-development-skill-by-greyhaven-ai-claude-code-config","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","profileJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","source":"https://playbooks.com/skills/greyhaven-ai/claude-code-config/llm-project-development"}},{"id":"explainx:agents-lm-studio","slug":"explainx-lm-studio","name":"LM Studio","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/lm-studio","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/explainx-lm-studio","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-lm-studio","summary":"Discover, download, and run local LLMs","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["agents","model serving","ai agent","ai agents directory","explainx.ai","autonomous agents","lm studio","lm studio ▌"],"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":"2026-06-08T20:10:42.493Z","relevanceScore":146,"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":"Discover, download, and run local LLMs","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/explainx-lm-studio/profile.json","installJson":"https://agentstaffer.com/mcp/explainx-lm-studio/install.json","trustJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio"},"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/explainx-lm-studio/profile.json","scoreJson":"https://agentstaffer.com/mcp/explainx-lm-studio/score.json","evidenceJson":"https://agentstaffer.com/mcp/explainx-lm-studio/evidence.json","trustJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-lm-studio/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-lm-studio"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-lm-studio","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio"},"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/explainx-lm-studio","canonicalProfile":"https://agentstaffer.com/agents/explainx-lm-studio","typedProfile":"https://agentstaffer.com/mcp/explainx-lm-studio","profileJson":"https://agentstaffer.com/mcp/explainx-lm-studio/profile.json","scoreJson":"https://agentstaffer.com/mcp/explainx-lm-studio/score.json","evidenceJson":"https://agentstaffer.com/mcp/explainx-lm-studio/evidence.json","trustJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trial.json","historyJson":"https://agentstaffer.com/mcp/explainx-lm-studio/history.json","installJson":"https://agentstaffer.com/mcp/explainx-lm-studio/install.json","similarJson":"https://agentstaffer.com/mcp/explainx-lm-studio/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/explainx-lm-studio/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/explainx-lm-studio/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/explainx-lm-studio/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-lm-studio","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio","source":"https://explainx.ai/agents/lm-studio"}},{"id":"playbooks:skills-levnikolaevich-claude-code-skills-ln-712-nuget-upgrader","slug":"playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","name":"ln-712-nuget-upgrader skill by levnikolaevich/claude-code-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/levnikolaevich/claude-code-skills/ln-712-nuget-upgrader","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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","summary":"This skill upgrades .NET NuGet packages with automatic breaking change detection and migration guidance for safer project upgrades.","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","ln-712-nuget-upgrader 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":"2026-06-09T15:37:57.636Z","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 upgrades .NET NuGet packages with automatic breaking change detection and migration guidance for safer project upgrades.","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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","source":"https://playbooks.com/skills/levnikolaevich/claude-code-skills/ln-712-nuget-upgrader"}},{"id":"playbooks:skills-openclaw-skills-lobster-bio-dev","slug":"playbooks-lobster-bio-dev-skill-by-openclaw-skills","name":"lobster-bio-dev skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/lobster-bio-dev","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-lobster-bio-dev-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-bio-dev-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-lobster-bio-dev-skill-by-openclaw-skills","summary":"This skill guides you in developing and extending Lobster AI, from architecture understanding to creating agents and services and writing tests.","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","lobster-bio-dev 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":"2026-06-09T15:53:30.205Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill guides you in developing and extending Lobster AI, from architecture understanding to creating agents and services and writing tests.","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-lobster-bio-dev-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-lobster-bio-dev-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-lobster-bio-dev-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-bio-dev-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-lobster-bio-dev-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/lobster-bio-dev"}},{"id":"playbooks:skills-openclaw-skills-lobster-market","slug":"playbooks-lobster-market-skill-by-openclaw-skills","name":"lobster-market skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/lobster-market","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-lobster-market-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-market-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-lobster-market-skill-by-openclaw-skills","summary":"This skill helps you manage the Lobster Market by registering agents, publishing skills, discovering and invoking services, and handling wallets through","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","lobster-market skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","a2a"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:53:31.498Z","relevanceScore":150,"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 manage the Lobster Market by registering agents, publishing skills, discovering and invoking services, and handling wallets through","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-lobster-market-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-lobster-market-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-lobster-market-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-lobster-market-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-market-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-lobster-market-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-lobster-market-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/lobster-market"}},{"id":"playbooks:skills-openclaw-skills-lobstermail-agent-email","slug":"playbooks-lobstermail-agent-email-skill-by-openclaw-skills","name":"lobstermail-agent-email skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/lobstermail-agent-email","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-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","summary":"This skill helps agents manage LobsterMail inboxes by creating, receiving, and sending emails through a zero-code API.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","lobstermail-agent-email 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":"2026-06-09T15:53:44.414Z","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 agents manage LobsterMail inboxes by creating, receiving, and sending emails through a zero-code API.","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-lobstermail-agent-email-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-lobstermail-agent-email-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/lobstermail-agent-email"}},{"id":"playbooks:skills-louloulin-claude-agent-sdk-logging-monitoring","slug":"playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","name":"logging-monitoring skill by louloulin/claude-agent-sdk","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/louloulin/claude-agent-sdk/logging-monitoring","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-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","summary":"This skill helps you implement comprehensive logging, metrics, and tracing for distributed systems to improve observability and reliability.","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","logging-monitoring 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":"2026-06-09T15:38:14.838Z","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 comprehensive logging, metrics, and tracing for distributed systems to improve observability and reliability.","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-logging-monitoring-skill-by-louloulin-claude-agent-sdk/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-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-logging-monitoring-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-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-logging-monitoring-skill-by-louloulin-claude-agent-sdk"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-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-logging-monitoring-skill-by-louloulin-claude-agent-sdk","canonicalProfile":"https://agentstaffer.com/agents/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","typedProfile":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","profileJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/history.json","installJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","source":"https://playbooks.com/skills/louloulin/claude-agent-sdk/logging-monitoring"}}],"agents":[{"id":"explainx:skills-skillcreatorai-ai-agent-skills-llm-application-dev","slug":"explainx-llm-application-dev","name":"llm-application-dev","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/skillcreatorai/ai-agent-skills/llm-application-dev","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-llm-application-dev","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-llm-application-dev","summary":"llm-application-dev","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["skills","llm","application","dev","ai/ml","ai agent skill","skillcreatorai","ai-agent-skills"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-08T16:30:46.442Z","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":"llm-application-dev","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/profile.json","installJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/install.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trial.json","installJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-llm-application-dev"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-llm-application-dev","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/explainx-llm-application-dev","canonicalProfile":"https://agentstaffer.com/agents/explainx-llm-application-dev","typedProfile":"https://agentstaffer.com/skills/explainx-llm-application-dev","profileJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/history.json","installJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/install.json","similarJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-llm-application-dev/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-llm-application-dev/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-llm-application-dev/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-llm-application-dev/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-llm-application-dev","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev","source":"https://explainx.ai/skills/skillcreatorai/ai-agent-skills/llm-application-dev"}},{"id":"playbooks:skills-skillcreatorai-ai-agent-skills-llm-application-dev","slug":"playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","name":"llm-application-dev skill by skillcreatorai/ai-agent-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/skillcreatorai/ai-agent-skills/llm-application-dev","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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","summary":"This skill helps you build AI-powered applications by guiding prompt engineering, RAG patterns, and LLM integrations for chatbots and automation.","roleFamily":"Workflow Automation","roleFamilies":["Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration","Research & Knowledge"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package"],"tags":["skills","llm-application-dev 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":"2026-06-09T16:12:08.830Z","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 build AI-powered applications by guiding prompt engineering, RAG patterns, and LLM integrations for chatbots and automation.","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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-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-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","profileJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills","source":"https://playbooks.com/skills/skillcreatorai/ai-agent-skills/llm-application-dev"}},{"id":"playbooks:skills-arustydev-ai-llm-mcp-builder-dev","slug":"playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","name":"llm-mcp-builder-dev skill by arustydev/ai","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/arustydev/ai/llm-mcp-builder-dev","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-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","summary":"This skill helps you build high-quality MCP servers to enable LLMs to safely interact with external services through well-designed tools.","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","llm-mcp-builder-dev 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":"2026-06-09T15:22:43.561Z","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 build high-quality MCP servers to enable LLMs to safely interact with external services through well-designed tools.","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-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"},"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-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai"},"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-llm-mcp-builder-dev-skill-by-arustydev-ai","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","profileJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai","source":"https://playbooks.com/skills/arustydev/ai/llm-mcp-builder-dev"}},{"id":"explainx:skills-inferen-sh-skills-llm-models","slug":"explainx-llm-models","name":"llm-models","type":"skill","source":"explainx","sourceUrl":"https://explainx.ai/skills/inferen-sh/skills/llm-models","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/explainx-llm-models","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-llm-models","summary":"Access 100+ language models including Claude, Gemini, Kimi, and GLM via OpenRouter. \\n \\n Supports Claude Opus 4.5, Sonnet 4.5, and Haiku 4.5 for varying per…","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","llm","models","ai/ml","ai agent skill","inferen-sh","llm-models ▌","llm models via openrouter"],"protocolSupport":["mcp","http","cli","sdk"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-08T16:33:49.703Z","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":"Access 100+ language models including Claude, Gemini, Kimi, and GLM via OpenRouter. \\n \\n Supports Claude Opus 4.5, Sonnet 4.5, and Haiku 4.5 for varying per…","decision":"Needs review","decisionReason":"Needs review trust signal with MCP ready install readiness.","bestFor":["Teams standardizing agent tool access through MCP","Operators building repeatable agent workflows","Engineering teams testing coding agents or skill packs"],"notFor":["Production use before profile, trust, install, and trial evidence are reviewed."]},"answerPolicy":{"schemaVersion":"agentstaffer.answer-policy-index-lite.v1","recommendedStance":"Needs review","mustFetch":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-models/profile.json","installJson":"https://agentstaffer.com/skills/explainx-llm-models/install.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-models/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-models/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/explainx-llm-models/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-models/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-models/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-models/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-models/trial.json","installJson":"https://agentstaffer.com/skills/explainx-llm-models/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-llm-models"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-llm-models","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-llm-models"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/explainx-llm-models","canonicalProfile":"https://agentstaffer.com/agents/explainx-llm-models","typedProfile":"https://agentstaffer.com/skills/explainx-llm-models","profileJson":"https://agentstaffer.com/skills/explainx-llm-models/profile.json","scoreJson":"https://agentstaffer.com/skills/explainx-llm-models/score.json","evidenceJson":"https://agentstaffer.com/skills/explainx-llm-models/evidence.json","trustJson":"https://agentstaffer.com/skills/explainx-llm-models/trust.json","trialJson":"https://agentstaffer.com/skills/explainx-llm-models/trial.json","historyJson":"https://agentstaffer.com/skills/explainx-llm-models/history.json","installJson":"https://agentstaffer.com/skills/explainx-llm-models/install.json","similarJson":"https://agentstaffer.com/skills/explainx-llm-models/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/explainx-llm-models/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/explainx-llm-models/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/explainx-llm-models/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-llm-models/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-llm-models","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models","source":"https://explainx.ai/skills/inferen-sh/skills/llm-models"}},{"id":"playbooks:skills-openclaw-skills-llm-models","slug":"playbooks-llm-models-skill-by-openclaw-skills","name":"llm-models skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/llm-models","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-llm-models-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-models-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-models-skill-by-openclaw-skills","summary":"This skill lets you access 100+ LLMs via OpenRouter for cost-aware inference, enabling flexible model choice for coding, reasoning, and chat.","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","llm-models 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":"2026-06-09T15:53:37.197Z","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 lets you access 100+ LLMs via OpenRouter for cost-aware inference, enabling flexible model choice for coding, reasoning, and chat.","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-llm-models-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-models-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-models-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-models-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-models-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-models-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-models-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-models-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-models-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/llm-models"}},{"id":"playbooks:skills-greyhaven-ai-claude-code-config-llm-project-development","slug":"playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","name":"llm-project-development skill by greyhaven-ai/claude-code-config","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/greyhaven-ai/claude-code-config/llm-project-development","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-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","summary":"This skill helps you design and validate production LLM apps with deterministic pipelines, state management, and cost-aware workflows.","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","llm-project-development 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":"2026-06-09T15:30:58.262Z","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 validate production LLM apps with deterministic pipelines, state management, and cost-aware workflows.","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-llm-project-development-skill-by-greyhaven-ai-claude-code-config/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"},"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-llm-project-development-skill-by-greyhaven-ai-claude-code-config/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"},"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-llm-project-development-skill-by-greyhaven-ai-claude-code-config","canonicalProfile":"https://agentstaffer.com/agents/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","typedProfile":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","profileJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/history.json","installJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config","source":"https://playbooks.com/skills/greyhaven-ai/claude-code-config/llm-project-development"}},{"id":"explainx:agents-lm-studio","slug":"explainx-lm-studio","name":"LM Studio","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/lm-studio","license":null,"vendorStatus":{"schemaVersion":"agentstaffer.vendor-status.v1","claimStatus":"unclaimed","claimLabel":"Unclaimed","claimed":false,"claimedBy":null,"ownerProof":null,"verifiedLevel":"unverified","verifiedLabel":"Unverified","ownershipVerified":false,"installVerified":false,"safetyReviewed":false,"trialReviewed":false,"evidenceVerified":false,"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"sponsored":{"active":false,"until":null,"placementRule":"Sponsored visibility can affect exposure only after verification; it does not change scores."},"badges":[],"publicSignals":[{"id":"claim","label":"Claim status","status":"unclaimed","passed":false,"detail":"Unclaimed; maintainer proof can be submitted from /claim."},{"id":"verified","label":"Verified level","status":"unverified","passed":false,"detail":"Unverified"},{"id":"trial","label":"Trial reviewed","status":"not_recorded","passed":false,"detail":"No sandbox trial review is attached yet."},{"id":"verified_launch","label":"Verified Launch","status":"not_issued","passed":false,"detail":"No evidence-backed Verified Launch report is attached."},{"id":"sponsored","label":"Sponsored visibility","status":"inactive","passed":false,"detail":"No active sponsored placement."}],"visibilityReportUrl":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report.json"},"profileUrl":"https://agentstaffer.com/mcp/explainx-lm-studio","canonicalProfileUrl":"https://agentstaffer.com/agents/explainx-lm-studio","summary":"Discover, download, and run local LLMs","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface"],"tags":["agents","model serving","ai agent","ai agents directory","explainx.ai","autonomous agents","lm studio","lm studio ▌"],"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":"2026-06-08T20:10:42.493Z","relevanceScore":146,"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":"Discover, download, and run local LLMs","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/explainx-lm-studio/profile.json","installJson":"https://agentstaffer.com/mcp/explainx-lm-studio/install.json","trustJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio"},"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/explainx-lm-studio/profile.json","scoreJson":"https://agentstaffer.com/mcp/explainx-lm-studio/score.json","evidenceJson":"https://agentstaffer.com/mcp/explainx-lm-studio/evidence.json","trustJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-lm-studio/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["explainx-lm-studio"],"htmlUrl":"https://agentstaffer.com/compare?ids=explainx-lm-studio","jsonUrl":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio"},"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/explainx-lm-studio","canonicalProfile":"https://agentstaffer.com/agents/explainx-lm-studio","typedProfile":"https://agentstaffer.com/mcp/explainx-lm-studio","profileJson":"https://agentstaffer.com/mcp/explainx-lm-studio/profile.json","scoreJson":"https://agentstaffer.com/mcp/explainx-lm-studio/score.json","evidenceJson":"https://agentstaffer.com/mcp/explainx-lm-studio/evidence.json","trustJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-lm-studio/trial.json","historyJson":"https://agentstaffer.com/mcp/explainx-lm-studio/history.json","installJson":"https://agentstaffer.com/mcp/explainx-lm-studio/install.json","similarJson":"https://agentstaffer.com/mcp/explainx-lm-studio/similar.json","summaryMarkdown":"https://agentstaffer.com/mcp/explainx-lm-studio/summary.md","dossierMarkdown":"https://agentstaffer.com/mcp/explainx-lm-studio/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report.json","mcpJson":"https://agentstaffer.com/mcp/explainx-lm-studio/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/explainx-lm-studio/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=explainx-lm-studio","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-lm-studio","source":"https://explainx.ai/agents/lm-studio"}},{"id":"playbooks:skills-levnikolaevich-claude-code-skills-ln-712-nuget-upgrader","slug":"playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","name":"ln-712-nuget-upgrader skill by levnikolaevich/claude-code-skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/levnikolaevich/claude-code-skills/ln-712-nuget-upgrader","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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","summary":"This skill upgrades .NET NuGet packages with automatic breaking change detection and migration guidance for safer project upgrades.","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","ln-712-nuget-upgrader 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":"2026-06-09T15:37:57.636Z","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 upgrades .NET NuGet packages with automatic breaking change detection and migration guidance for safer project upgrades.","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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-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-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","profileJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills","source":"https://playbooks.com/skills/levnikolaevich/claude-code-skills/ln-712-nuget-upgrader"}},{"id":"playbooks:skills-openclaw-skills-lobster-bio-dev","slug":"playbooks-lobster-bio-dev-skill-by-openclaw-skills","name":"lobster-bio-dev skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/lobster-bio-dev","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-lobster-bio-dev-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-bio-dev-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-lobster-bio-dev-skill-by-openclaw-skills","summary":"This skill guides you in developing and extending Lobster AI, from architecture understanding to creating agents and services and writing tests.","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","lobster-bio-dev 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":"2026-06-09T15:53:30.205Z","relevanceScore":142,"fitScore":66,"recommendation":{"label":"Needs review","score":66},"recommendedAction":"compare","metrics":{"stars":0,"downloads":0,"likes":0,"rating":null,"reviews":0,"externalScore":null,"externalReviews":0},"agentSummary":{"oneLine":"This skill guides you in developing and extending Lobster AI, from architecture understanding to creating agents and services and writing tests.","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-lobster-bio-dev-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-lobster-bio-dev-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-lobster-bio-dev-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-bio-dev-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-lobster-bio-dev-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-lobster-bio-dev-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-bio-dev-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/lobster-bio-dev"}},{"id":"playbooks:skills-openclaw-skills-lobster-market","slug":"playbooks-lobster-market-skill-by-openclaw-skills","name":"lobster-market skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/lobster-market","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-lobster-market-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-market-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-lobster-market-skill-by-openclaw-skills","summary":"This skill helps you manage the Lobster Market by registering agents, publishing skills, discovering and invoking services, and handling wallets through","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","lobster-market skill","overview","how this skill works","when to use it","best practices","example use cases","faq"],"protocolSupport":["mcp","http","cli","a2a"],"trustLevel":"Needs review","riskTier":{"id":"medium","label":"Medium risk","description":"Important install, trust, or metadata evidence is still thin."},"installReadiness":"MCP ready","sourceActivity":"Source review needed","reviewSignal":"Pending","lastUpdatedAt":"2026-06-09T15:53:31.498Z","relevanceScore":150,"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 manage the Lobster Market by registering agents, publishing skills, discovering and invoking services, and handling wallets through","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-lobster-market-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-lobster-market-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-lobster-market-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-lobster-market-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobster-market-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-lobster-market-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-lobster-market-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-lobster-market-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobster-market-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/lobster-market"}},{"id":"playbooks:skills-openclaw-skills-lobstermail-agent-email","slug":"playbooks-lobstermail-agent-email-skill-by-openclaw-skills","name":"lobstermail-agent-email skill by openclaw/skills","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/lobstermail-agent-email","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-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","summary":"This skill helps agents manage LobsterMail inboxes by creating, receiving, and sending emails through a zero-code API.","roleFamily":"Coding & Development","roleFamilies":["Coding & Development","Workflow Automation","Multi-agent Orchestration","MCP & Tool Integration"],"capabilities":["Workflow automation","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"tags":["skills","lobstermail-agent-email 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":"2026-06-09T15:53:44.414Z","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 agents manage LobsterMail inboxes by creating, receiving, and sending emails through a zero-code API.","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-lobstermail-agent-email-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills"},"rule":"Fetch profileJson, installJson, trustJson, and trialJson before recommending install, hire, promotion, credential access, or production use."},"hiringPacket":{"schemaVersion":"agentstaffer.hiring-packet-index-lite.v1","recommendedAction":"compare","label":"compare","readyForTrial":true,"readyForPromotion":false,"evidenceLinks":{"profileJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills"}},"hiringLifecycle":{"stage":"pending","nextAction":"compare","label":"compare","detail":"Fetch profile, trust, install, and trial resources before making a hire decision."},"comparison":{"ids":["playbooks-lobstermail-agent-email-skill-by-openclaw-skills"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills"},"decisionResources":{"recommendedOrder":["profileJson","scoreJson","evidenceJson","trustJson","trialJson","historyJson","installJson","similarJson","compareJson"],"rule":"Use linked profile resources for full evidence; this index is intentionally compact."},"urls":{"profile":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","canonicalProfile":"https://agentstaffer.com/agents/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","typedProfile":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills","profileJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/history.json","installJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-lobstermail-agent-email-skill-by-openclaw-skills/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-lobstermail-agent-email-skill-by-openclaw-skills","source":"https://playbooks.com/skills/openclaw/skills/lobstermail-agent-email"}},{"id":"playbooks:skills-louloulin-claude-agent-sdk-logging-monitoring","slug":"playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","name":"logging-monitoring skill by louloulin/claude-agent-sdk","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/louloulin/claude-agent-sdk/logging-monitoring","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-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report.json"},"profileUrl":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","canonicalProfileUrl":"https://agentstaffer.com/agents/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","summary":"This skill helps you implement comprehensive logging, metrics, and tracing for distributed systems to improve observability and reliability.","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","logging-monitoring 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":"2026-06-09T15:38:14.838Z","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 comprehensive logging, metrics, and tracing for distributed systems to improve observability and reliability.","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-logging-monitoring-skill-by-louloulin-claude-agent-sdk/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/install.json","trustJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trial.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-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-logging-monitoring-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-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-logging-monitoring-skill-by-louloulin-claude-agent-sdk"],"htmlUrl":"https://agentstaffer.com/compare?ids=playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","jsonUrl":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-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-logging-monitoring-skill-by-louloulin-claude-agent-sdk","canonicalProfile":"https://agentstaffer.com/agents/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","typedProfile":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","profileJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/profile.json","scoreJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/score.json","evidenceJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/evidence.json","trustJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/trial.json","historyJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/history.json","installJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/install.json","similarJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/similar.json","summaryMarkdown":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/summary.md","dossierMarkdown":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/dossier.md","visibilityReportJson":"https://agentstaffer.com/vendors/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report.json","mcpJson":"https://agentstaffer.com/skills/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/mcp.json","visibilityReport":"https://agentstaffer.com/vendors/playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk/visibility-report","compareHtml":"https://agentstaffer.com/compare?ids=playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-logging-monitoring-skill-by-louloulin-claude-agent-sdk","source":"https://playbooks.com/skills/louloulin/claude-agent-sdk/logging-monitoring"}}],"pagination":{"page":120,"pageSize":12,"totalItems":4771,"totalPages":398,"nextPageUrl":"https://agentstaffer.com/role-families/data.json?page=121","prevPageUrl":"https://agentstaffer.com/role-families/data.json?page=119"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4764},{"value":"cli","label":"CLI","count":4659},{"value":"http","label":"HTTP","count":4608},{"value":"sdk","label":"SDK","count":2094},{"value":"a2a","label":"A2A","count":131}],"trust":[{"value":"needs-review","label":"Needs review","count":4587},{"value":"high-traction","label":"High traction","count":157},{"value":"verified-source","label":"Verified source","count":27}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4764},{"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: data"}]},"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":"explainx:skills-skillcreatorai-ai-agent-skills-llm-application-dev","name":"llm-application-dev","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/explainx-llm-application-dev/profile.json","installJson":"https://agentstaffer.com/agents/explainx-llm-application-dev/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-application-dev%2Cexplainx-llm-models%2Cplaybooks-llm-mcp-builder-dev-skill-by-arustydev-ai%2Cplaybooks-llm-models-skill-by-openclaw-skills"},{"id":"playbooks:skills-skillcreatorai-ai-agent-skills-llm-application-dev","name":"llm-application-dev skill by skillcreatorai/ai-agent-skills","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/profile.json","installJson":"https://agentstaffer.com/agents/playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-application-dev-skill-by-skillcreatorai-ai-agent-skills%2Cplaybooks-llm-mcp-builder-dev-skill-by-arustydev-ai%2Cplaybooks-llm-models-skill-by-openclaw-skills%2Cplaybooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config"},{"id":"playbooks:skills-arustydev-ai-llm-mcp-builder-dev","name":"llm-mcp-builder-dev skill by arustydev/ai","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/profile.json","installJson":"https://agentstaffer.com/agents/playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=playbooks-llm-mcp-builder-dev-skill-by-arustydev-ai%2Cplaybooks-llm-models-skill-by-openclaw-skills%2Cplaybooks-llm-project-development-skill-by-greyhaven-ai-claude-code-config%2Cplaybooks-ln-712-nuget-upgrader-skill-by-levnikolaevich-claude-code-skills"},{"id":"explainx:skills-inferen-sh-skills-llm-models","name":"llm-models","action":"compare","reason":"Run Trial: Start with a sandbox trial before shortlisting or hiring.","profileJson":"https://agentstaffer.com/agents/explainx-llm-models/profile.json","installJson":"https://agentstaffer.com/agents/explainx-llm-models/install.json","compareJson":"https://agentstaffer.com/compare.json?ids=explainx-llm-models%2Cexplainx-llm-application-dev%2Cplaybooks-llm-mcp-builder-dev-skill-by-arustydev-ai%2Cplaybooks-llm-models-skill-by-openclaw-skills"}],"nextQueries":[{"label":"Safest install-ready candidates","jsonUrl":"https://agentstaffer.com/agents.json?family=data&sort=install_readiness","htmlUrl":"https://agentstaffer.com/explore?family=data&sort=install_readiness"},{"label":"Best trial-ready candidates","jsonUrl":"https://agentstaffer.com/agents.json?family=data&sort=trial_readiness","htmlUrl":"https://agentstaffer.com/explore?family=data&sort=trial_readiness"},{"label":"Highest trust candidates","jsonUrl":"https://agentstaffer.com/agents.json?family=data&sort=trust","htmlUrl":"https://agentstaffer.com/explore?family=data&sort=trust"}]},"stats":{"sourceBreakdown":[{"label":"playbooks","count":3544},{"label":"explainx","count":820},{"label":"mcpservers","count":211},{"label":"github","count":37},{"label":"remoteopenclaw","count":28},{"label":"enterprisedna","count":23}],"typeBreakdown":[{"label":"skill","count":3708},{"label":"agent","count":747},{"label":"tool","count":198},{"label":"workflow","count":99},{"label":"model","count":14},{"label":"framework","count":5}],"protocolBreakdown":[{"label":"MCP","count":4764},{"label":"CLI","count":4659},{"label":"HTTP","count":4608},{"label":"SDK","count":2094},{"label":"A2A","count":131}],"trustedCount":184,"installReadyCount":4771,"trialReadyCount":4771},"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=data&page=120","explore":"https://agentstaffer.com/explore?family=data&page=120","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"}}