{"task":"Use Python Web","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"recommendation":{"task":"Use Python Web","agent":"codex","best_skill":{"slug":"scrapy-scrapy","name":"Scrapy","description":"Scrapy, a fast high-level web crawling & scraping framework for Python.","category":"web-automation","url":"https://www.openagentskill.com/skills/scrapy-scrapy","api_url":"https://www.openagentskill.com/api/agent/skills/scrapy-scrapy","audit_url":"https://www.openagentskill.com/skills/scrapy-scrapy/audit","repository":"https://github.com/scrapy/scrapy"},"install":{"command":"npx skills add scrapy/scrapy","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Scrapy\" agent skill from https://github.com/scrapy/scrapy. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. 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automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/browser-use-workflow-use","api":"https://www.openagentskill.com/api/agent/skills/browser-use-workflow-use","install_api":"https://www.openagentskill.com/api/skills/browser-use-workflow-use/install","audit":"https://www.openagentskill.com/skills/browser-use-workflow-use/audit","badge":"https://www.openagentskill.com/api/badge/browser-use-workflow-use?metric=audit","repository":"https://github.com/browser-use/workflow-use"}},{"rank":3,"match_score":170.9,"skill":{"slug":"mherrmann-helium","name":"Helium","description":"Lighter web automation with Python","category":"web-automation","repository":"https://github.com/mherrmann/helium","github_repo":"mherrmann/helium"},"recommendation_reasons":["Matches task terms: use, python, web","Useful GitHub adoption: 8,304 stars","Install handoff is available","Repository freshness signal is available","Registry match 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Skill purpose: A code for extracting best-selling items, search results, and currently available deals from Amazon using Python and Oxylabs E-Commerce Scraper API.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"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"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/oxylabs-how-to-scrape-amazon-prices","api":"https://www.openagentskill.com/api/agent/skills/oxylabs-how-to-scrape-amazon-prices","install_api":"https://www.openagentskill.com/api/skills/oxylabs-how-to-scrape-amazon-prices/install","audit":"https://www.openagentskill.com/skills/oxylabs-how-to-scrape-amazon-prices/audit","badge":"https://www.openagentskill.com/api/badge/oxylabs-how-to-scrape-amazon-prices?metric=audit","repository":"https://github.com/oxylabs/how-to-scrape-amazon-prices"}}],"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":"scrapy-scrapy","name":"Scrapy","url":"https://www.openagentskill.com/skills/scrapy-scrapy","repository":"https://github.com/scrapy/scrapy"},"install":{"target":"codex","label":"Codex install prompt","kind":"agent-prompt","command":"npx skills add scrapy/scrapy","value":"Install the \"Scrapy\" agent skill from https://github.com/scrapy/scrapy. 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: Scrapy, a fast high-level web crawling & scraping framework for Python.","api":"https://www.openagentskill.com/api/skills/scrapy-scrapy/install"},"copy_paste_prompt":"Task: Use Python Web\nUse Scrapy from https://www.openagentskill.com/skills/scrapy-scrapy.\nReview the audit first: https://www.openagentskill.com/skills/scrapy-scrapy/audit\nInstall handoff: https://www.openagentskill.com/api/skills/scrapy-scrapy/install\nInstall command: npx skills add scrapy/scrapy\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%20Python%20Web&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/scrapy-scrapy"},{"step":3,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/scrapy-scrapy/install"},{"step":4,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/scrapy-scrapy/audit"}],"review_checklist":["Safety tier: Verified","Safety score: 85/100 Safe to install with normal review","Audit score: 97/100 Safe to try","Trust score: 95/100 Production candidate","Readiness: 100/100 Production-ready"],"fallback_strategy":[{"slug":"browser-use-workflow-use","name":"Workflow Use","reason":"Matches task terms: use, python, web","url":"https://www.openagentskill.com/skills/browser-use-workflow-use","install_api":"https://www.openagentskill.com/api/skills/browser-use-workflow-use/install"},{"slug":"mherrmann-helium","name":"Helium","reason":"Matches task terms: use, python, web","url":"https://www.openagentskill.com/skills/mherrmann-helium","install_api":"https://www.openagentskill.com/api/skills/mherrmann-helium/install"},{"slug":"browser-use-browser-use","name":"Browser Use","reason":"Matches task terms: use, python, web","url":"https://www.openagentskill.com/skills/browser-use-browser-use","install_api":"https://www.openagentskill.com/api/skills/browser-use-browser-use/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 Python Web","recommended_skill":{"slug":"scrapy-scrapy","name":"Scrapy","url":"https://www.openagentskill.com/skills/scrapy-scrapy","audit_url":"https://www.openagentskill.com/skills/scrapy-scrapy/audit","repository":"https://github.com/scrapy/scrapy","safety_tier":"Verified","auto_install_policy":"allow"},"alternative_skills":[{"slug":"browser-use-workflow-use","name":"Workflow Use","url":"https://www.openagentskill.com/skills/browser-use-workflow-use","install_command":"npx skills add browser-use/workflow-use","why_consider":"Matches task terms: use, python, web","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"79/100 Review before install","trust":"88/100 Production candidate","notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"mherrmann-helium","name":"Helium","url":"https://www.openagentskill.com/skills/mherrmann-helium","install_command":"npx skills add mherrmann/helium","why_consider":"Matches task terms: use, python, web","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"79/100 Review before install","trust":"89/100 Production candidate","notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"browser-use-browser-use","name":"Browser Use","url":"https://www.openagentskill.com/skills/browser-use-browser-use","install_command":"npx skills add browser-use/browser-use","why_consider":"Matches task terms: use, python, web","risk":{"level":"Safe to try","safety_tier":"Verified","safety":"89/100 Safe to install with normal review","trust":"94/100 Production candidate","notes":[]}}],"install_command":"npx skills add scrapy/scrapy","install_target":"Codex install prompt","why_recommended":["Matches task terms: use, python, web","Strong GitHub adoption: 62,204 stars","Quality score 77/100","Install handoff is available","Repository freshness signal is available","Primary pick for Browser automation"],"risk_summary":{"level":"Safe to try","safety_tier":"Verified","safety":"85/100 Safe to install with normal review","trust":"95/100 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 scrapy/scrapy","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":"2026-06-16T13:13:55.997Z","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"}}}