{"eval":{"version":"openagentskill-skill-eval-v1","slug":"awslabs-agent-plugins","name":"Agent Plugins","generated_at":"2026-07-03T23:48:29.914Z","task_input":"Evaluate Agent Plugins before installing it in an AI agent workflow","status":"review","score":79,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect source files","Explain architecture","Patch bugs and verify changes","Chunk documents","Create embeddings"],"suited_agents":["Shell","AI Agents","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add awslabs/agent-plugins","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add awslabs/agent-plugins"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Agent Plugins\" agent skill from https://github.com/awslabs/agent-plugins. 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: Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Agent Plugins\" as a Claude Code skill from https://github.com/awslabs/agent-plugins. 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: Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Agent Plugins\" from https://github.com/awslabs/agent-plugins 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: Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS."}]},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"787 GitHub stars","repoActivity":"787 stars, 114 forks","lastPushed":"21d since push","license":"Apache-2.0","repository":"https://github.com/awslabs/agent-plugins","install":"npx skills add awslabs/agent-plugins","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":87,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review"]},"safety_gate":{"score":59,"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"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"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Quality score needs review"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate Agent Plugins before installing it in an AI agent workflow","agent-skills","Coding agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add awslabs/agent-plugins"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add awslabs/agent-plugins"]},{"id":"trust_score","label":"Trust score","status":"warn","score":81,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","787 GitHub stars","Apache-2.0"]},{"id":"audit_score","label":"Audit score","status":"pass","score":87,"required_for_auto_install":true,"detail":"Safe to try","evidence":["Quality score needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":59,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"Apache-2.0","evidence":["Apache-2.0"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"21d since push","evidence":["21d since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":62,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["anthropics-skills","obra-superpowers","nexu-io-open-design","addyosmani-agent-skills"]}],"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Permission surface: shell or command execution, filesystem or document access","High-risk permission hints: Shell or command execution","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Quality score needs review","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"],"alternatives":[{"slug":"anthropics-skills","name":"Skills","url":"https://www.openagentskill.com/skills/anthropics-skills","stars":157739,"install_command":"npx skills add anthropics/skills","trust_score":88,"audit_score":92},{"slug":"obra-superpowers","name":"Superpowers","url":"https://www.openagentskill.com/skills/obra-superpowers","stars":244345,"install_command":"npx skills add obra/superpowers","trust_score":88,"audit_score":92},{"slug":"nexu-io-open-design","name":"Open Design","url":"https://www.openagentskill.com/skills/nexu-io-open-design","stars":74565,"install_command":"npx skills add nexu-io/open-design","trust_score":94,"audit_score":95},{"slug":"addyosmani-agent-skills","name":"Agent Skills","url":"https://www.openagentskill.com/skills/addyosmani-agent-skills","stars":68660,"install_command":"npx skills add addyosmani/agent-skills","trust_score":88,"audit_score":92}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"awslabs-agent-plugins","name":"Agent Plugins","description":"Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.","category":"agent-skills","url":"https://www.openagentskill.com/skills/awslabs-agent-plugins","repository":"https://github.com/awslabs/agent-plugins","github_repo":"awslabs/agent-plugins"},"suited_tasks":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect source files","Explain architecture","Patch bugs and verify changes","Chunk documents","Create embeddings"],"suited_agents":["Shell","AI Agents","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add awslabs/agent-plugins","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add awslabs/agent-plugins"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Agent Plugins\" agent skill from https://github.com/awslabs/agent-plugins. 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: Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Agent Plugins\" as a Claude Code skill from https://github.com/awslabs/agent-plugins. 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: Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Agent Plugins\" from https://github.com/awslabs/agent-plugins 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: Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS."}],"handoff_url":"https://www.openagentskill.com/api/skills/awslabs-agent-plugins/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/awslabs-agent-plugins"},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"787 GitHub stars","repoActivity":"787 stars, 114 forks","lastPushed":"21d since push","license":"Apache-2.0","repository":"https://github.com/awslabs/agent-plugins","install":"npx skills add awslabs/agent-plugins","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, 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":["agent-skills","skills","agent-plugins","agents","aws","coding-agent-skills"],"known_risks":["Quality score needs review"]},"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":87,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review"]},"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":86,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"21d since push","risk":"Safe to try"},"alternative_skills":[{"slug":"anthropics-skills","name":"Skills","url":"https://www.openagentskill.com/skills/anthropics-skills","stars":157739,"install_command":"npx skills add anthropics/skills","trust_score":88,"audit_score":92},{"slug":"obra-superpowers","name":"Superpowers","url":"https://www.openagentskill.com/skills/obra-superpowers","stars":244345,"install_command":"npx skills add obra/superpowers","trust_score":88,"audit_score":92},{"slug":"nexu-io-open-design","name":"Open Design","url":"https://www.openagentskill.com/skills/nexu-io-open-design","stars":74565,"install_command":"npx skills add nexu-io/open-design","trust_score":94,"audit_score":95},{"slug":"addyosmani-agent-skills","name":"Agent Skills","url":"https://www.openagentskill.com/skills/addyosmani-agent-skills","stars":68660,"install_command":"npx skills add addyosmani/agent-skills","trust_score":88,"audit_score":92}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Quality score needs review","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"],"agent_contract":{"task_input":"Evaluate Agent Plugins before installing it in an AI agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 81/100 Strong shortlist","Audit: 87/100 Safe to try","Safety: 59/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"awslabs-agent-plugins (Agent Plugins)","install_command":"npx skills add awslabs/agent-plugins","risk_summary":"Safe to try; Reviewed with permission notes; 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":"awslabs-agent-plugins","task":"Evaluate Agent Plugins before installing it in an AI 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/awslabs-agent-plugins","api":"https://www.openagentskill.com/api/agent/skills/awslabs-agent-plugins","audit":"https://www.openagentskill.com/skills/awslabs-agent-plugins/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=awslabs-agent-plugins&task=Evaluate%20Agent%20Plugins%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Agent%20Plugins%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Agent%20Plugins%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/awslabs-agent-plugins/install","manifest":"https://www.openagentskill.com/api/registry/manifest/awslabs-agent-plugins"}},"endpoints":{"web":"https://www.openagentskill.com/skills/awslabs-agent-plugins","api":"https://www.openagentskill.com/api/agent/skills/awslabs-agent-plugins","eval":"https://www.openagentskill.com/api/agent/evals?slug=awslabs-agent-plugins","audit":"https://www.openagentskill.com/skills/awslabs-agent-plugins/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Agent%20Plugins%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-07-03T23:48:29.914Z"}}