{"task":"Use Flexmark Java","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"recommendation":{"task":"Use Flexmark Java","agent":"codex","best_skill":{"slug":"harlan-zw-unlighthouse","name":"Unlighthouse","description":"Run Google Lighthouse on your entire site.","category":"browser-automation","url":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse","api_url":"https://www.openagentskill.com/api/agent/skills/harlan-zw-unlighthouse","audit_url":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse/audit","repository":"https://github.com/harlan-zw/unlighthouse"},"install":{"command":"npx skills add harlan-zw/unlighthouse","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Unlighthouse\" agent skill from https://github.com/harlan-zw/unlighthouse. 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: Run Google Lighthouse on your entire site.","install_api":"https://www.openagentskill.com/api/skills/harlan-zw-unlighthouse/install","ready":true,"review_required":false,"auto_install_allowed":true,"policy":"allow"},"why_recommended":["Matches task terms: use, java","Useful GitHub adoption: 4,608 stars","Install handoff is available","Repository freshness signal is available","Registry match score 153","Primary pick for Browser automation","92/100 OpenAgentSkill Trust Score v2","96/100 audit score"],"trust_score_v2":{"score":92,"tier":"production","label":"Production candidate","install_policy":"agent_install_candidate","evidence":{"stars":"4.6K GitHub stars","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/harlan-zw/unlighthouse","install":"npx skills add harlan-zw/unlighthouse","documentation":"Usable metadata, review docs"},"agent_compatibility":["JavaScript","Puppeteer","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"low","label":"Low metadata risk","notes":["No major trust warnings detected from available metadata"]}},"risk":{"level":"Safe to try","safety_tier":"Verified","safety":"84/100 Safe to install with normal review","trust":"92/100 Production candidate","notes":[]},"safety_gate":{"tier":"verified","label":"Verified","badge":"VERIFIED","auto_install_policy":"allow","auto_install_allowed":true,"human_review_required":false,"blocked":false,"recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","reasons":["Verified listing","Safe-to-try audit","84/100 agent safety score"]},"supply_asset":{"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":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"maintenance":{"status":"fresh","label":"8d since push","daysSincePush":8,"lastPushedAt":"2026-06-08T12:35:30+00:00"},"github_quality":{"stars":4608,"starsLabel":"4.6K","forks":150,"license":"MIT","qualityScore":100,"trustScore":92,"auditScore":96},"coverage_tags":["Coding","Coding agents","browser-automation","browser","automation","google-lighthouse","puppeteer","site-audit"]},"alternatives":[{"slug":"vedenin-useful-java-links","name":"Useful Java Links","url":"https://www.openagentskill.com/skills/vedenin-useful-java-links","install_command":"npx skills add Vedenin/useful-java-links","trust_score":88,"audit_score":91,"safety_score":75,"why_consider":"Matches task terms: use, java","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"75/100 Review before install","trust":"88/100 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Suitable for agent shortlists after normal workspace review.","recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","auto_install_policy":"allow","reasons":["Verified listing","Safe-to-try audit","84/100 agent safety score"]},"auto_install_allowed":true,"human_review_required":false,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"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":[],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"verified","label":"Verified","badge":"VERIFIED","auto_install_policy":"allow","auto_install_allowed":true,"human_review_required":false,"blocked":false,"recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","reasons":["Verified listing","Safe-to-try audit","84/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Browser automation","role":"Primary pick","best_for":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Browser automation 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."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add harlan-zw/unlighthouse","value":"Install the \"Unlighthouse\" agent skill from https://github.com/harlan-zw/unlighthouse. 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: Run Google Lighthouse on your entire site.","kind":"agent-prompt","steps":["Review Unlighthouse trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add harlan-zw/unlighthouse","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 \"Unlighthouse\" agent skill from https://github.com/harlan-zw/unlighthouse. 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Skill purpose: Run Google Lighthouse on your entire site.","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 \"Unlighthouse\" from https://github.com/harlan-zw/unlighthouse 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: Run Google Lighthouse on your entire site.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-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"}],"urls":{"web":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse","api":"https://www.openagentskill.com/api/agent/skills/harlan-zw-unlighthouse","install_api":"https://www.openagentskill.com/api/skills/harlan-zw-unlighthouse/install","audit":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse/audit","badge":"https://www.openagentskill.com/api/badge/harlan-zw-unlighthouse?metric=audit","repository":"https://github.com/harlan-zw/unlighthouse"}},"alternatives":[{"rank":1,"match_score":157.3,"skill":{"slug":"vedenin-useful-java-links","name":"Useful Java Links","description":"A list of useful Java frameworks, libraries, software and hello worlds examples","category":"ml-automation","repository":"https://github.com/Vedenin/useful-java-links","github_repo":"Vedenin/useful-java-links"},"recommendation_reasons":["Matches task terms: use, java","Useful GitHub adoption: 6,178 stars","Install handoff is available","Repository freshness signal is available","Registry match score 157"],"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":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"coding-agents","title":"Coding agents"},{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor","Java"],"install":{"ready":true,"command":"npx skills add Vedenin/useful-java-links","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":6178,"starsLabel":"6.2K","forks":1200,"license":"Unknown","qualityScore":98,"trustScore":88,"auditScore":91},"maintenance":{"status":"active","label":"1mo since 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availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency review.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":94,"weight":0.16,"status":"pass","detail":"6.2K GitHub stars"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.18,"status":"pass","detail":"1mo since push"},{"id":"license","label":"License clarity","score":42,"weight":0.1,"status":"warn","detail":"Unknown"},{"id":"documentation","label":"README/SKILL.md completeness","score":84,"weight":0.16,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency risk","score":82,"weight":0.14,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.14,"status":"pass","detail":"npx skills add Vedenin/useful-java-links"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.06,"status":"pass","detail":"https://github.com/Vedenin/useful-java-links"},{"id":"review_status","label":"Review status","score":88,"weight":0.06,"status":"pass","detail":"AI review data available"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"6.2K GitHub stars"},{"status":"pass","label":"Recent maintenance","detail":"1mo 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":"pass","label":"Dependency risk","detail":"network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add Vedenin/useful-java-links"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/Vedenin/useful-java-links"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal"],"warnings":["License is unclear","License clarity: Unknown"],"evidence":{"stars":"6.2K GitHub stars","lastPushed":"1mo since push","license":"Unknown","repository":"https://github.com/Vedenin/useful-java-links","install":"npx skills add Vedenin/useful-java-links","documentation":"Strong README/SKILL.md context"},"installReadiness":{"ready":true,"command":"npx skills add Vedenin/useful-java-links","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is unclear","1mo since push"]},"agentCompatibility":["Java","Machine Learning","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["License is unclear","License clarity: Unknown"]}},"audit":{"audit_score":91,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["License is unclear","License clarity: Unknown"]},"safety":{"score":75,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","75/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","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"}],"policy_warnings":["License is unclear"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","75/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Coding agents","role":"Primary pick","best_for":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Coding agents 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."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add Vedenin/useful-java-links","value":"Install the \"Useful Java Links\" agent skill from https://github.com/Vedenin/useful-java-links. 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Skill purpose: A list of useful Java frameworks, libraries, software and hello worlds examples","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"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"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/vedenin-useful-java-links","api":"https://www.openagentskill.com/api/agent/skills/vedenin-useful-java-links","install_api":"https://www.openagentskill.com/api/skills/vedenin-useful-java-links/install","audit":"https://www.openagentskill.com/skills/vedenin-useful-java-links/audit","badge":"https://www.openagentskill.com/api/badge/vedenin-useful-java-links?metric=audit","repository":"https://github.com/Vedenin/useful-java-links"}},{"rank":3,"match_score":131,"skill":{"slug":"testcontainers-testcontainers-java","name":"Testcontainers Java","description":"Testcontainers is a Java library that supports JUnit tests, providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker 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testcontainers/testcontainers-java","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":8657,"starsLabel":"8.7K","forks":1850,"license":"MIT","qualityScore":100,"trustScore":94,"auditScore":96},"maintenance":{"status":"fresh","label":"4d since push","daysSincePush":4,"lastPushedAt":"2026-06-11T16:26:47+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":false,"notes":["No major risk signals from available metadata"]},"coverageTags":["Coding","Testing and QA","testing-qa","testing","automation","docker","docker-compose","hacktoberfest"]},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"8.7K","tone":"positive"},{"label":"Freshness","value":"4d ago","tone":"positive"},{"label":"Install 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risk","detail":"external package install surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add testcontainers/testcontainers-java"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/testcontainers/testcontainers-java"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal"],"warnings":[],"evidence":{"stars":"8.7K GitHub stars","lastPushed":"4d since push","license":"MIT","repository":"https://github.com/testcontainers/testcontainers-java","install":"npx skills add testcontainers/testcontainers-java","documentation":"Strong 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Suitable for agent shortlists after normal workspace review.","recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","auto_install_policy":"allow","reasons":["Verified listing","Safe-to-try audit","84/100 agent safety score"]},"auto_install_allowed":true,"human_review_required":false,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"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":[],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"verified","label":"Verified","badge":"VERIFIED","auto_install_policy":"allow","auto_install_allowed":true,"human_review_required":false,"blocked":false,"recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","reasons":["Verified listing","Safe-to-try audit","84/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Testing and QA","role":"Primary pick","best_for":["Testing and QA workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Testing and QA 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."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add testcontainers/testcontainers-java","value":"Install the \"Testcontainers Java\" agent skill from https://github.com/testcontainers/testcontainers-java. 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Skill purpose: Testcontainers is a Java library that supports JUnit tests, providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"}],"urls":{"web":"https://www.openagentskill.com/skills/testcontainers-testcontainers-java","api":"https://www.openagentskill.com/api/agent/skills/testcontainers-testcontainers-java","install_api":"https://www.openagentskill.com/api/skills/testcontainers-testcontainers-java/install","audit":"https://www.openagentskill.com/skills/testcontainers-testcontainers-java/audit","badge":"https://www.openagentskill.com/api/badge/testcontainers-testcontainers-java?metric=audit","repository":"https://github.com/testcontainers/testcontainers-java"}},{"rank":4,"match_score":130.4,"skill":{"slug":"jackwener-opencli","name":"OpenCLI","description":"Make Any Website into CLI & Use your logged-in browser by AI agent. 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add jackwener/OpenCLI","value":"Install the \"OpenCLI\" agent skill from https://github.com/jackwener/OpenCLI. 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Skill purpose: Make Any Website into CLI & Use your logged-in browser by AI agent.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"coding-agents","title":"Coding 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detected from available metadata"]}},"audit":{"audit_score":97,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":[]},"safety":{"score":85,"level":"safe_to_install","label":"Safe to install with normal review","safety_tier":{"tier":"verified","label":"Verified","badge":"VERIFIED","summary":"Strong metadata, audit, install, and review signals. 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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: AI-powered, vision-driven UI automation for every platform.","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 \"Midscene\" as a Claude Code skill from https://github.com/web-infra-dev/midscene. 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: AI-powered, vision-driven UI automation for every platform.","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 \"Midscene\" from https://github.com/web-infra-dev/midscene 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: AI-powered, vision-driven UI automation for every platform.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"}],"urls":{"web":"https://www.openagentskill.com/skills/web-infra-dev-midscene","api":"https://www.openagentskill.com/api/agent/skills/web-infra-dev-midscene","install_api":"https://www.openagentskill.com/api/skills/web-infra-dev-midscene/install","audit":"https://www.openagentskill.com/skills/web-infra-dev-midscene/audit","badge":"https://www.openagentskill.com/api/badge/web-infra-dev-midscene?metric=audit","repository":"https://github.com/web-infra-dev/midscene"}}],"blocked_candidates":[],"agent_workflow":{"mode":"resolve_review_install","recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","selected_skill":{"slug":"harlan-zw-unlighthouse","name":"Unlighthouse","url":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse","repository":"https://github.com/harlan-zw/unlighthouse"},"install":{"target":"codex","label":"Codex install prompt","kind":"agent-prompt","command":"npx skills add harlan-zw/unlighthouse","value":"Install the \"Unlighthouse\" agent skill from https://github.com/harlan-zw/unlighthouse. 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: Run Google Lighthouse on your entire site.","api":"https://www.openagentskill.com/api/skills/harlan-zw-unlighthouse/install"},"copy_paste_prompt":"Task: Use Flexmark Java\nUse Unlighthouse from https://www.openagentskill.com/skills/harlan-zw-unlighthouse.\nReview the audit first: https://www.openagentskill.com/skills/harlan-zw-unlighthouse/audit\nInstall handoff: https://www.openagentskill.com/api/skills/harlan-zw-unlighthouse/install\nInstall command: npx skills add harlan-zw/unlighthouse\nIf audit or policy warnings look unsafe for this workspace, use one of the alternatives instead.","api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Flexmark%20Java&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/harlan-zw-unlighthouse"},{"step":3,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/harlan-zw-unlighthouse/install"},{"step":4,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse/audit"}],"review_checklist":["Safety tier: Verified","Safety score: 84/100 Safe to install with normal review","Audit score: 96/100 Safe to try","Trust score: 92/100 Production candidate","Readiness: 100/100 Production-ready"],"fallback_strategy":[{"slug":"vedenin-useful-java-links","name":"Useful Java Links","reason":"Matches task terms: use, java","url":"https://www.openagentskill.com/skills/vedenin-useful-java-links","install_api":"https://www.openagentskill.com/api/skills/vedenin-useful-java-links/install"},{"slug":"testcontainers-testcontainers-java","name":"Testcontainers Java","reason":"Matches task terms: use, java","url":"https://www.openagentskill.com/skills/testcontainers-testcontainers-java","install_api":"https://www.openagentskill.com/api/skills/testcontainers-testcontainers-java/install"},{"slug":"jackwener-opencli","name":"OpenCLI","reason":"Matches task terms: use, java","url":"https://www.openagentskill.com/skills/jackwener-opencli","install_api":"https://www.openagentskill.com/api/skills/jackwener-opencli/install"}],"expected_agent_output":{"selected_skill":"slug and name","install_command":"command or agent prompt used","risk_summary":"audit, trust, and policy notes","next_step":"what the agent will do after install"}},"policy_decision":{"status":"approved_for_agent_install","summary":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task."},"agent_decision":{"input_task":"Use Flexmark Java","recommended_skill":{"slug":"harlan-zw-unlighthouse","name":"Unlighthouse","url":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse","audit_url":"https://www.openagentskill.com/skills/harlan-zw-unlighthouse/audit","repository":"https://github.com/harlan-zw/unlighthouse","safety_tier":"Verified","auto_install_policy":"allow"},"alternative_skills":[{"slug":"vedenin-useful-java-links","name":"Useful Java Links","url":"https://www.openagentskill.com/skills/vedenin-useful-java-links","install_command":"npx skills add Vedenin/useful-java-links","why_consider":"Matches task terms: use, java","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"75/100 Review before install","trust":"88/100 Production candidate","notes":["License is unclear","License clarity: Unknown"]}},{"slug":"testcontainers-testcontainers-java","name":"Testcontainers Java","url":"https://www.openagentskill.com/skills/testcontainers-testcontainers-java","install_command":"npx skills add testcontainers/testcontainers-java","why_consider":"Matches task terms: use, java","risk":{"level":"Safe to try","safety_tier":"Verified","safety":"84/100 Safe to install with normal review","trust":"94/100 Production candidate","notes":[]}},{"slug":"jackwener-opencli","name":"OpenCLI","url":"https://www.openagentskill.com/skills/jackwener-opencli","install_command":"npx skills add jackwener/OpenCLI","why_consider":"Matches task terms: use, java","risk":{"level":"Safe to try","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"92/100 Production candidate","notes":["High-risk permission hints: Shell or command execution"]}}],"install_command":"npx skills add harlan-zw/unlighthouse","install_target":"Codex install prompt","why_recommended":["Matches task terms: use, java","Useful GitHub adoption: 4,608 stars","Install handoff is available","Repository freshness signal is available","Registry match score 153","Primary pick for Browser automation"],"risk_summary":{"level":"Safe to try","safety_tier":"Verified","safety":"84/100 Safe to install with normal review","trust":"92/100 Production candidate","notes":[]},"safety_gate":{"tier":"verified","label":"Verified","auto_install_policy":"allow","action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task."},"agent_next_steps":["Read the audit URL before installing.","Install in a sandbox or low-risk workspace first.","Use install command: npx skills add harlan-zw/unlighthouse","After installation, run one narrow task and report output, warnings, and files touched."]},"benchmark":{"endpoint":"https://www.openagentskill.com/api/agent/evals","note":"Use the evals endpoint to regression-test recommendation quality before changing ranking logic."},"meta":{"endpoint":"/api/agent/resolve","api_version":"2.0","generated_at":"2026-06-16T13:20:22.266Z","total_skills_searched":2980,"total_candidates":15,"candidate_pool":{"sort":"quality","size":2980,"note":"Resolver searches the highest-quality candidate pool for low-latency agent use. Browse /skills for the full public index."},"contract":{"best_skill":"recommendation.best_skill","install":"recommendation.install","why":"recommendation.why_recommended","risk":"recommendation.risk","alternatives":"recommendation.alternatives"}}}