{"query":"Watcher","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":10,"skills":[{"rank":1,"match_score":99,"raw_match_score":1013.5,"slug":"thalesgroup-cert-watcher","name":"Watcher","description":"Watcher - Open Source AI-powered Cyber Threat Intelligence & Hunting Platform. Developed with Django & React JS.","tagline":"Watcher - Open Source AI-powered Cyber Threat Intelligence & Hunting Platform. 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Skill purpose: Data analysis and OSINT framework for Twitter","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/michenriksen/birdwatcher","github_repo":"michenriksen/birdwatcher","version":"1.0.0","license":"MIT","updated_at":"2026-06-21T06:54:47.685017+00:00","canonical_key":"michenriksen/birdwatcher","recommendation_reasons":["Matches task terms: watcher","Install handoff is available","Repository freshness signal is available","Registry match score 46"],"urls":{"web":"https://www.openagentskill.com/skills/michenriksen-birdwatcher","api":"https://www.openagentskill.com/api/agent/skills/michenriksen-birdwatcher","install_api":"https://www.openagentskill.com/api/skills/michenriksen-birdwatcher/install","audit":"https://www.openagentskill.com/skills/michenriksen-birdwatcher/audit","repository":"https://github.com/michenriksen/birdwatcher"}},{"rank":3,"match_score":10,"raw_match_score":102.3,"slug":"cristianoliveira-funzzy","name":"Funzzy","description":"A lightweight blazingly fast file watcher.","tagline":"A lightweight blazingly fast file watcher.","category":"coding-agents","tags":["developer-tools","automation","coding","cli","cool","dx","linter","rust","tools","unit-testing"],"author":{"name":"cristianoliveira","verified":false,"url":"https://github.com/cristianoliveira"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"cristianoliveira/funzzy","creatorName":"cristianoliveira","creatorUrl":"https://github.com/cristianoliveira","sourceUrl":"https://github.com/cristianoliveira/funzzy","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/cristianoliveira-funzzy#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":289,"forks":12,"downloads":0,"rating":0,"review_count":0,"quality_score":47.94},"quality":{"score":70,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"289","tone":"neutral"},{"label":"Freshness","value":"3mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":72,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"289 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"289 stars, 12 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":50,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add cristianoliveira/funzzy"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":62,"weight":0.07,"status":"info","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/cristianoliveira/funzzy"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"289 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"289 stars, 12 forks; 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issue activity unavailable in current metadata","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":49,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":77,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Documentation summary is thin","Quality score needs review","Stars/forks activity: 289 stars, 12 forks; issue activity unavailable in current metadata","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":70,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"3mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Documentation summary is thin","Quality score needs review","Stars/forks activity: 289 stars, 12 forks; 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Skill purpose: A lightweight blazingly fast file watcher.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Funzzy\" from https://github.com/cristianoliveira/funzzy into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. 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Manage 47 AI agents from a single      Electron app — with Harness Engineering (Skills + Hooks +   FileWatchers) for disciplined, traceable AI workflows.","tagline":"One person, one software company. Manage 47 AI agents from a single      Electron app — with Harness Engineering (Skills + Hooks +   FileWatchers) for disciplined, traceable AI workflows.","category":"coding-agents","tags":["developer-tools","automation","coding","ai-agents","ai-workflow","claude-code","electron","harness-engineering","open-source","team-management"],"author":{"name":"Stanshy","verified":false,"url":"https://github.com/Stanshy"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"Stanshy/AgentHub","creatorName":"Stanshy","creatorUrl":"https://github.com/Stanshy","sourceUrl":"https://github.com/Stanshy/AgentHub","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/stanshy-agenthub#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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Manage 47 AI agents from a single Electron app — with Harness Engineering (Skills + Hooks + FileWatchers) for disciplined, traceable AI workflows."}],"handoff_url":"https://www.openagentskill.com/api/skills/stanshy-agenthub/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/stanshy-agenthub"},"trust":{"score":77,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"193 GitHub stars","repoActivity":"193 stars, 22 forks","lastPushed":"4mo since push","license":"MIT","repository":"https://github.com/Stanshy/AgentHub","install":"npx skills add Stanshy/AgentHub","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["coding-agents","developer-tools","automation","coding","ai-agents","ai-workflow"],"known_risks":["Quality score needs review","Documentation summary is thin","Stars/forks activity: 193 stars, 22 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Quality score needs review","Documentation summary is thin","Stars/forks activity: 193 stars, 22 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":68,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"4mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Quality score needs review","Documentation summary is thin","Stars/forks activity: 193 stars, 22 forks; 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Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: One person, one software company. Manage 47 AI agents from a single Electron app — with Harness Engineering (Skills + Hooks + FileWatchers) for disciplined, traceable AI workflows.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"AgentHub\" as a Claude Code skill from https://github.com/Stanshy/AgentHub. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: One person, one software company. 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Manage 47 AI agents from a single Electron app — with Harness Engineering (Skills + Hooks + FileWatchers) for disciplined, traceable AI workflows.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Stanshy/AgentHub","github_repo":"Stanshy/AgentHub","version":"1.0.0","license":"MIT","updated_at":"2026-06-21T03:00:02.13352+00:00","canonical_key":"stanshy/agenthub","recommendation_reasons":["Matches task terms: watcher","Install handoff is available","Repository freshness signal is available","Registry match score 10"],"urls":{"web":"https://www.openagentskill.com/skills/stanshy-agenthub","api":"https://www.openagentskill.com/api/agent/skills/stanshy-agenthub","install_api":"https://www.openagentskill.com/api/skills/stanshy-agenthub/install","audit":"https://www.openagentskill.com/skills/stanshy-agenthub/audit","repository":"https://github.com/Stanshy/AgentHub"}},{"rank":5,"match_score":10,"raw_match_score":98.2,"slug":"harisekhon-devops-perl-tools","name":"DevOps Perl Tools","description":"25+ DevOps CLI Tools - Anonymizer, SQL ReCaser (MySQL, PostgreSQL, AWS Redshift, Snowflake, Apache Drill, Hive, Impala, Cassandra CQL, Microsoft SQL Server, Oracle, Couchbase N1QL, Dockerfiles), Hadoop HDFS & Hive tools, Solr/SolrCloud CLI, Nginx stats & HTTP(S) URL watchers for load-balanced web farms, Linux tools etc.","tagline":"25+ DevOps CLI Tools - Anonymizer, SQL ReCaser (MySQL, PostgreSQL, AWS Redshift, Snowflake, Apache Drill, Hive, Impala, Cassandra CQL, Microsoft SQL Server, Oracle, Couchbase N1QL, Dockerfiles), Hadoop HDFS & Hive tools, Solr/SolrCloud CLI, Nginx stats & HTTP(S) URL watchers for load-balanced web farms, Linux tools etc.","category":"data-analysis","tags":["sql","data-analysis","data","anonymize","apache-drill","cassandra","couchbase","docker","hacktoberfest","hadoop"],"author":{"name":"HariSekhon","verified":false,"url":"https://github.com/HariSekhon"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"HariSekhon/DevOps-Perl-tools","creatorName":"HariSekhon","creatorUrl":"https://github.com/HariSekhon","sourceUrl":"https://github.com/HariSekhon/DevOps-Perl-tools","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/harisekhon-devops-perl-tools#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":62,"weight":0.14,"status":"info","detail":"6mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":46,"weight":0.12,"status":"warn","detail":"command execution surface, external package install surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add HariSekhon/DevOps-Perl-tools"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":50,"weight":0.07,"status":"warn","detail":"shell or command execution, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/HariSekhon/DevOps-Perl-tools"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"100 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"100 stars, 42 forks; 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