{"slug":"devopschina-lab","name":"Lab","description":"We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","tagline":"We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","category":"devops","tags":["devops","automation","ansible","argocd","atlassian","gitlab","jenkins","k3s","liquibase","teamcity"],"author":{"name":"DevopsChina","verified":false,"url":"https://github.com/DevopsChina"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"DevopsChina/lab","creatorName":"DevopsChina","creatorUrl":"https://github.com/DevopsChina","sourceUrl":"https://github.com/DevopsChina/lab","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/devopschina-lab#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":115,"forks":48,"downloads":0,"rating":0,"review_count":0,"quality_score":33.15},"quality":{"score":42,"tier":"review","label":"Needs review","summary":"Inspect the repository carefully before adding it to an agent workflow.","signals":[{"label":"GitHub stars","value":"115","tone":"neutral"},{"label":"Freshness","value":"3y ago","tone":"warning"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Unknown","tone":"neutral"}],"warnings":["Repository looks stale"]},"trust":{"version":"trust-score-v4","score":66,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"115 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"115 stars, 48 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":22,"weight":0.14,"status":"fail","detail":"3y since push"},{"id":"license","label":"License clarity","score":42,"weight":0.09,"status":"warn","detail":"Unknown"},{"id":"documentation","label":"README/SKILL.md completeness","score":90,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add DevopsChina/lab"},{"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":60,"weight":0.07,"status":"warn","detail":"secrets or environment access, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/DevopsChina/lab"},{"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":"115 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"115 stars, 48 forks; issue activity unavailable in current metadata"},{"status":"fail","label":"Recent maintenance","detail":"3y since push"},{"status":"warn","label":"License clarity","detail":"Unknown"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add DevopsChina/lab"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/DevopsChina/lab"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Install command has no obvious high-risk pattern"],"warnings":["License is unclear","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata","Recent maintenance: 3y since push","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"],"evidence":{"stars":"115 GitHub stars","repoActivity":"115 stars, 48 forks","lastPushed":"3y since push","license":"Unknown","repository":"https://github.com/DevopsChina/lab","install":"npx skills add DevopsChina/lab","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add DevopsChina/lab","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is unclear","No Agent Proven outcome evidence yet","3y since push"]},"agentCompatibility":["DevOps","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["License is unclear","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["devops","automation","ansible","argocd","atlassian","gitlab"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Commercial reuse before clarifying license terms"],"knownRisks":["License is unclear","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata","Recent maintenance: 3y since push","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"safety":{"score":29,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Audit risk exceeds the requested agent policy","Audit classified this skill as risky","Audit risk risky exceeds max_risk=medium"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"risky","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["Audit risk risky exceeds max_risk=medium","High-risk permission hints: Secrets or environment access","License is unclear"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Audit risk exceeds the requested agent policy","Audit classified this skill as risky","Audit risk risky exceeds max_risk=medium"]},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"sports-analytics","title":"Sports analytics"},{"slug":"github-automation","title":"GitHub automation"},{"slug":"coding-agents","title":"Coding agents"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor","DevOps"],"install":{"ready":true,"command":"npx skills add DevopsChina/lab","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":115,"starsLabel":"115","forks":48,"license":"Unknown","qualityScore":42,"trustScore":66,"auditScore":57},"maintenance":{"status":"stale","label":"3y since push","daysSincePush":1242,"lastPushedAt":"2023-02-07T13:13:51+00:00"},"risk":{"level":"risky","label":"Risky","requiresReview":true,"notes":["License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review"]},"coverageTags":["Coding","GitHub automation","devops","automation","ansible","argocd","atlassian","gitlab"]},"audit":{"audit_score":57,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review"]},"decision":{"readiness_score":32,"readiness_label":"Needs manual review","headline":"Needs validation for Sports analytics","role":"Needs validation","primary_fit":"Sports analytics","best_for":["Sports analytics workflows","Claude Code teams","builders willing to evaluate younger projects"],"risks":["Repository looks stale","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Sports analytics task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"devopschina-lab","name":"Lab","description":"We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","category":"devops","url":"https://www.openagentskill.com/skills/devopschina-lab","repository":"https://github.com/DevopsChina/lab","github_repo":"DevopsChina/lab"},"suited_tasks":["Sports analytics workflows","Claude Code teams","builders willing to evaluate younger projects","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect repository metadata","Compare code changes"],"suited_agents":["DevOps","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add DevopsChina/lab","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add DevopsChina/lab"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Lab\" agent skill from https://github.com/DevopsChina/lab. 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: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Lab\" as a Claude Code skill from https://github.com/DevopsChina/lab. 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: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Lab\" from https://github.com/DevopsChina/lab 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. Skill purpose: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享"}],"handoff_url":"https://www.openagentskill.com/api/skills/devopschina-lab/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/devopschina-lab"},"trust":{"score":66,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"115 GitHub stars","repoActivity":"115 stars, 48 forks","lastPushed":"3y since push","license":"Unknown","repository":"https://github.com/DevopsChina/lab","install":"npx skills add DevopsChina/lab","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, filesystem or document access","documentation":"Strong README/SKILL.md context","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":["devops","automation","ansible","argocd","atlassian","gitlab"],"known_risks":["License is unclear","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata","Recent maintenance: 3y since push","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"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":57,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata","Recent maintenance: 3y since push"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":42,"label":"Needs review"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"3y since push","risk":"Risky"},"alternative_skills":[],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Audit risk risky exceeds max_risk=medium","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Use Lab in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 66/100 Manual review","Audit: 57/100 Risky","Safety: 29/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"devopschina-lab (Lab)","install_command":"npx skills add DevopsChina/lab","risk_summary":"Risky; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"devopschina-lab","task":"Use Lab in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/devopschina-lab","api":"https://www.openagentskill.com/api/agent/skills/devopschina-lab","audit":"https://www.openagentskill.com/skills/devopschina-lab/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=devopschina-lab&task=Use%20Lab%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Lab%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Lab%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/devopschina-lab/install","manifest":"https://www.openagentskill.com/api/registry/manifest/devopschina-lab"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"devopschina-lab","name":"Lab","description":"We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","category":"devops","url":"https://www.openagentskill.com/skills/devopschina-lab","repository":"https://github.com/DevopsChina/lab","github_repo":"DevopsChina/lab"},"suited_tasks":["Sports analytics workflows","Claude Code teams","builders willing to evaluate younger projects","Load football datasets","Compare teams and players","Explain match and tournament signals","Inspect repository metadata","Compare code changes"],"suited_agents":["DevOps","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add DevopsChina/lab","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add DevopsChina/lab"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Lab\" agent skill from https://github.com/DevopsChina/lab. 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: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Lab\" as a Claude Code skill from https://github.com/DevopsChina/lab. 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: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Lab\" from https://github.com/DevopsChina/lab 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. Skill purpose: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享"}],"handoff_url":"https://www.openagentskill.com/api/skills/devopschina-lab/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/devopschina-lab"},"trust":{"score":66,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"115 GitHub stars","repoActivity":"115 stars, 48 forks","lastPushed":"3y since push","license":"Unknown","repository":"https://github.com/DevopsChina/lab","install":"npx skills add DevopsChina/lab","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, filesystem or document access","documentation":"Strong README/SKILL.md context","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":["devops","automation","ansible","argocd","atlassian","gitlab"],"known_risks":["License is unclear","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata","Recent maintenance: 3y since push","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"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":57,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 115 stars, 48 forks; issue activity unavailable in current metadata","Recent maintenance: 3y since push"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":42,"label":"Needs review"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"3y since push","risk":"Risky"},"alternative_skills":[],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Audit risk risky exceeds max_risk=medium","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Use Lab in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 66/100 Manual review","Audit: 57/100 Risky","Safety: 29/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"devopschina-lab (Lab)","install_command":"npx skills add DevopsChina/lab","risk_summary":"Risky; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"devopschina-lab","task":"Use Lab in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/devopschina-lab","api":"https://www.openagentskill.com/api/agent/skills/devopschina-lab","audit":"https://www.openagentskill.com/skills/devopschina-lab/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=devopschina-lab&task=Use%20Lab%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Lab%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Lab%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/devopschina-lab/install","manifest":"https://www.openagentskill.com/api/registry/manifest/devopschina-lab"}},"platforms":["DevOps","Claude Code"],"use_cases":[{"slug":"sports-analytics","title":"Sports analytics","url":"https://www.openagentskill.com/use-cases/sports-analytics"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"install":"npx skills add DevopsChina/lab","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add DevopsChina/lab","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Lab\" agent skill from https://github.com/DevopsChina/lab. 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: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","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 \"Lab\" as a Claude Code skill from https://github.com/DevopsChina/lab. 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: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","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 \"Lab\" from https://github.com/DevopsChina/lab 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. Skill purpose: We hope all friends who are holding a fresh secret technique in the DevOps toolchain sign up for the online sharing in the community. 希望所有在 DevOps 工具链方面怀揣着一招鲜秘技的朋友们都报名社区的线上分享","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/DevopsChina/lab","github_repo":"DevopsChina/lab","version":"1.0.0","license":"Unknown","updated_at":"2026-06-21T02:11:20.235183+00:00","canonical_key":"devopschina/lab","recommendation_reasons":["Install handoff is available","Repository freshness signal is available"],"urls":{"web":"https://www.openagentskill.com/skills/devopschina-lab","api":"https://www.openagentskill.com/api/agent/skills/devopschina-lab","install_api":"https://www.openagentskill.com/api/skills/devopschina-lab/install","audit":"https://www.openagentskill.com/skills/devopschina-lab/audit","repository":"https://github.com/DevopsChina/lab"},"meta":{"endpoint":"/api/registry/manifest/{slug}","canonical_agent_endpoint":"/api/agent/skills/devopschina-lab","agent_friendly":true,"api_version":"1.0","generated_at":"2026-07-03T22:35:19.788Z"}}