{"task":"Use Agent Java Offer","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"recommendation":{"task":"Use Agent Java Offer","agent":"codex","best_skill":{"slug":"pguso-ai-agents-from-scratch","name":"AI Agents From Scratch","description":"Demystify AI agents by building them yourself. 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context"},"agent_compatibility":["JavaScript","LLM","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":"89/100 Safe to install with normal review","trust":"96/100 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","89/100 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 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risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add pguso/ai-agents-from-scratch"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/pguso/ai-agents-from-scratch"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal"],"warnings":[],"evidence":{"stars":"4.3K GitHub stars","lastPushed":"16d since push","license":"MIT","repository":"https://github.com/pguso/ai-agents-from-scratch","install":"npx skills add pguso/ai-agents-from-scratch","documentation":"Strong README/SKILL.md context"},"installReadiness":{"ready":true,"command":"npx 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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","89/100 agent safety score"]},"auto_install_allowed":true,"human_review_required":false,"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":[],"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","89/100 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 major risk signals from current metadata"],"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 pguso/ai-agents-from-scratch","value":"Install the \"AI Agents From Scratch\" agent skill from https://github.com/pguso/ai-agents-from-scratch. 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Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.","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":"browser-automation","title":"Browser 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","category":"agent-frameworks","repository":"https://github.com/jackwener/OpenCLI","github_repo":"jackwener/OpenCLI"},"recommendation_reasons":["Matches task terms: use, agent, java","Strong GitHub adoption: 24,278 stars","Quality score 74/100","Install handoff is available","Repository freshness signal is available"],"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":"browser-automation","title":"Browser automation"},{"slug":"web-scraping","title":"Web scraping"},{"slug":"coding-agents","title":"Coding agents"}]},"applicableAgents":["Claude Code","Browser agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add jackwener/OpenCLI","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":24278,"starsLabel":"24K","forks":2433,"license":"Apache-2.0","qualityScore":100,"trustScore":92,"auditScore":95},"maintenance":{"status":"fresh","label":"2d since push","daysSincePush":2,"lastPushedAt":"2026-06-13T20:29:17+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":false,"notes":["No major risk signals from available metadata"]},"coverageTags":["Coding","Coding agents","agent-frameworks","agents","ai-agents","ai-agent","ai-tools","browser-automation"]},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"24K","tone":"positive"},{"label":"Freshness","value":"2d ago","tone":"positive"},{"label":"Install 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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: 🌐 Make websites accessible for AI agents. Automate tasks online with ease.","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 \"Browser Use\" as a Claude Code skill from https://github.com/browser-use/browser-use. 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: 🌐 Make websites accessible for AI agents. Automate tasks online with ease.","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 \"Browser Use\" from https://github.com/browser-use/browser-use 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: 🌐 Make websites accessible for AI agents. Automate tasks online with ease.","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 agents","url":"https://www.openagentskill.com/use-cases/coding-agents"}],"urls":{"web":"https://www.openagentskill.com/skills/browser-use-browser-use","api":"https://www.openagentskill.com/api/agent/skills/browser-use-browser-use","install_api":"https://www.openagentskill.com/api/skills/browser-use-browser-use/install","audit":"https://www.openagentskill.com/skills/browser-use-browser-use/audit","badge":"https://www.openagentskill.com/api/badge/browser-use-browser-use?metric=audit","repository":"https://github.com/browser-use/browser-use"}}],"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":"pguso-ai-agents-from-scratch","name":"AI Agents From Scratch","url":"https://www.openagentskill.com/skills/pguso-ai-agents-from-scratch","repository":"https://github.com/pguso/ai-agents-from-scratch"},"install":{"target":"codex","label":"Codex install prompt","kind":"agent-prompt","command":"npx skills add pguso/ai-agents-from-scratch","value":"Install the \"AI Agents From Scratch\" agent skill from https://github.com/pguso/ai-agents-from-scratch. 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: Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.","api":"https://www.openagentskill.com/api/skills/pguso-ai-agents-from-scratch/install"},"copy_paste_prompt":"Task: Use Agent Java Offer\nUse AI Agents From Scratch from https://www.openagentskill.com/skills/pguso-ai-agents-from-scratch.\nReview the audit first: https://www.openagentskill.com/skills/pguso-ai-agents-from-scratch/audit\nInstall handoff: https://www.openagentskill.com/api/skills/pguso-ai-agents-from-scratch/install\nInstall command: npx skills add pguso/ai-agents-from-scratch\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%20Agent%20Java%20Offer&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/pguso-ai-agents-from-scratch"},{"step":3,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/pguso-ai-agents-from-scratch/install"},{"step":4,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/pguso-ai-agents-from-scratch/audit"}],"review_checklist":["Safety tier: Verified","Safety score: 89/100 Safe to install with normal review","Audit score: 97/100 Safe to try","Trust score: 96/100 Production candidate","Readiness: 100/100 Production-ready"],"fallback_strategy":[{"slug":"vercel-labs-agent-skills","name":"Agent Skills","reason":"Matches task terms: use, agent, java","url":"https://www.openagentskill.com/skills/vercel-labs-agent-skills","install_api":"https://www.openagentskill.com/api/skills/vercel-labs-agent-skills/install"},{"slug":"jackwener-opencli","name":"OpenCLI","reason":"Matches task terms: use, agent, java","url":"https://www.openagentskill.com/skills/jackwener-opencli","install_api":"https://www.openagentskill.com/api/skills/jackwener-opencli/install"},{"slug":"steipete-agent-scripts","name":"Agent Scripts","reason":"Matches task terms: use, agent, java","url":"https://www.openagentskill.com/skills/steipete-agent-scripts","install_api":"https://www.openagentskill.com/api/skills/steipete-agent-scripts/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 Agent Java Offer","recommended_skill":{"slug":"pguso-ai-agents-from-scratch","name":"AI Agents From Scratch","url":"https://www.openagentskill.com/skills/pguso-ai-agents-from-scratch","audit_url":"https://www.openagentskill.com/skills/pguso-ai-agents-from-scratch/audit","repository":"https://github.com/pguso/ai-agents-from-scratch","safety_tier":"Verified","auto_install_policy":"allow"},"alternative_skills":[{"slug":"vercel-labs-agent-skills","name":"Agent Skills","url":"https://www.openagentskill.com/skills/vercel-labs-agent-skills","install_command":"npx skills add vercel-labs/agent-skills","why_consider":"Matches task terms: use, agent, java","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"78/100 Review before install","trust":"91/100 Production candidate","notes":["License is unclear","License clarity: Unknown"]}},{"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, agent, 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"]}},{"slug":"steipete-agent-scripts","name":"Agent Scripts","url":"https://www.openagentskill.com/skills/steipete-agent-scripts","install_command":"npx skills add steipete/agent-scripts","why_consider":"Matches task terms: use, agent, java","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"84/100 Review before install","trust":"93/100 Production candidate","notes":["Documentation summary is thin"]}}],"install_command":"npx skills add pguso/ai-agents-from-scratch","install_target":"Codex install prompt","why_recommended":["Matches task terms: use, agent, java","Useful GitHub adoption: 4,265 stars","Install handoff is available","Repository freshness signal is available","Registry match score 177","Primary pick for Coding agents"],"risk_summary":{"level":"Safe to try","safety_tier":"Verified","safety":"89/100 Safe to install with normal review","trust":"96/100 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 pguso/ai-agents-from-scratch","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":"2026-06-16T13:21:30.605Z","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"}}}