{"id":"5259bd33-a26d-4471-9545-cc91422f74f0","shortId":"dQWKyc","kind":"skill","title":"Use an escalating scrape strategy in Claude Code before reaching for browser automation","tagline":"Start with cheap static fetches, escalate to a browser only when needed, validate findings, and turn the result into a production-ready scraping approach.","description":"# Use an escalating scrape strategy in Claude Code before reaching for browser automation\n\nStart with cheap static fetches, escalate to a browser only when needed, validate findings, and turn the result into a production-ready scraping approach.\n\n## Prerequisites\n\nClaude Code, standard web access tools, optional browser automation tooling, optional Apify tooling for productionization\n\n## Installation\n\nRequirements and caveats from upstream:\n- ### \"API requires authentication\"\n\nBasic usage or getting-started notes:\n- Add this skill to Claude Code by placing this directory in the skills folder.\n- ### Scenario 1: Scrape a Website\n- User: \"Scrape https://example.com\"\n\n- Source: https://github.com/yfe404/web-scraper\n- Extracted from upstream docs: https://raw.githubusercontent.com/yfe404/web-scraper/HEAD/README.md\n\n## Documentation\n\n- https://github.com/yfe404/web-scraper\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation/)","tags":["use","escalating","scrape","strategy","claude","code","before","reaching","for","browser","automation","skills"],"capabilities":["skill","source-agentskillexchange","skill-use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation","topic-agent-skills","topic-ai-agents","topic-ai-tools","topic-awesome-list","topic-claude-code","topic-codex","topic-cursor","topic-llm","topic-mcp","topic-npx-skills","topic-openclaw","topic-skills-catalog"],"categories":["skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/agentskillexchange/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add agentskillexchange/skills","source_repo":"https://github.com/agentskillexchange/skills","install_from":"skills.sh"}},"qualityScore":"0.454","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (1,044 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:13:00.273Z","embedding":null,"createdAt":"2026-05-18T13:20:10.899Z","updatedAt":"2026-05-18T19:13:00.273Z","lastSeenAt":"2026-05-18T19:13:00.273Z","tsv":"'/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation/)':152 '/yfe404/web-scraper':134,145 '/yfe404/web-scraper/head/readme.md':141 '1':124 'access':82 'add':109 'agent':147 'agentskillexchange.com':151 'agentskillexchange.com/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation/)':150 'api':99 'apifi':89 'approach':38,76 'authent':101 'autom':13,51,86 'basic':102 'browser':12,22,50,60,85 'caveat':96 'cheap':16,54 'claud':7,45,78,113 'code':8,46,79,114 'directori':118 'doc':138 'document':142 'escal':3,19,41,57 'example.com':130 'exchang':149 'extract':135 'fetch':18,56 'find':27,65 'folder':122 'get':106 'getting-start':105 'github.com':133,144 'github.com/yfe404/web-scraper':132,143 'instal':93 'need':25,63 'note':108 'option':84,88 'place':116 'prerequisit':77 'product':35,73 'production':92 'production-readi':34,72 'raw.githubusercontent.com':140 'raw.githubusercontent.com/yfe404/web-scraper/head/readme.md':139 'reach':10,48 'readi':36,74 'requir':94,100 'result':31,69 'scenario':123 'scrape':4,37,42,75,125,129 'skill':111,121,148 'skill-use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation' 'sourc':131,146 'source-agentskillexchange' 'standard':80 'start':14,52,107 'static':17,55 'strategi':5,43 'tool':83,87,90 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'turn':29,67 'upstream':98,137 'usag':103 'use':1,39 'user':128 'valid':26,64 'web':81 'websit':127","prices":[{"id":"60aaaa9c-b660-4317-ae94-7fb2ffc39590","listingId":"5259bd33-a26d-4471-9545-cc91422f74f0","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"agentskillexchange","category":"skills","install_from":"skills.sh"},"createdAt":"2026-05-18T13:20:10.899Z"}],"sources":[{"listingId":"5259bd33-a26d-4471-9545-cc91422f74f0","source":"github","sourceId":"agentskillexchange/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation","sourceUrl":"https://github.com/agentskillexchange/skills/tree/main/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation","isPrimary":false,"firstSeenAt":"2026-05-18T13:20:10.899Z","lastSeenAt":"2026-05-18T19:13:00.273Z"}],"details":{"listingId":"5259bd33-a26d-4471-9545-cc91422f74f0","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"agentskillexchange","slug":"use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation","github":{"repo":"agentskillexchange/skills","stars":8,"topics":["agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex","cursor","llm","mcp","npx-skills","openclaw","skills-catalog"],"license":"mit","html_url":"https://github.com/agentskillexchange/skills","pushed_at":"2026-05-18T19:02:17Z","description":"The open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"7adbea3c00e1e3aea53176317f80b3d1f63fd66e","skill_md_path":"skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"Use an escalating scrape strategy in Claude Code before reaching for browser automation","description":"Start with cheap static fetches, escalate to a browser only when needed, validate findings, and turn the result into a production-ready scraping approach."},"skills_sh_url":"https://skills.sh/agentskillexchange/skills/use-an-escalating-scrape-strategy-in-claude-code-before-reaching-for-browser-automation"},"updatedAt":"2026-05-18T19:13:00.273Z"}}