{"slug":"agricidaniel-seo-firecrawl","name":"seo-firecrawl","description":"Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis.","long_description":"---\nname: seo-firecrawl\ndescription: >\n  Full-site crawling, scraping, and site mapping via Firecrawl MCP.\n  Use when user says \"crawl site\", \"map site\", \"full crawl\",\n  \"find all pages\", \"broken links\", \"site structure\",\n  \"discover pages\", \"JS rendering\", or needs site-wide analysis.\nuser-invocable: true\nargument-hint: \"[command] <url>\"\nlicense: MIT\ncompatibility: \"Requires Firecrawl MCP server\"\nmetadata:\n  author: AgriciDaniel\n  version: \"2.2.5\"\n  category: seo\n---\n\n# Firecrawl Extension for Claude SEO\n\nThis skill requires the Firecrawl extension to be installed:\n```bash\n./extensions/firecrawl/install.sh\n```\n\n**Check availability:** Before using any Firecrawl tool, verify the MCP server\nis connected by checking if `firecrawl_scrape` or any Firecrawl tool\nis available. If tools are not available, inform the user the extension is not\ninstalled and provide install instructions.\n\n## Quick Reference\n\n| Command | Purpose |\n|---------|---------|\n| `/seo firecrawl crawl <url>` | Full-site crawl with content extraction |\n| `/seo firecrawl map <url>` | Discover site structure (URLs only, fast) |\n| `/seo firecrawl scrape <url>` | Single-page scrape with JS rendering |\n| `/seo firecrawl search <query> <url>` | Search within a crawled site |\n\n## Commands\n\n### crawl -- Full-Site Crawl\n\nCrawl an entire website starting from the given URL. Returns page content,\nmetadata, and links for all discovered pages.\n\n**MCP Tool:** `firecrawl_crawl`\n\n**Parameters:**\n- `url` (required): Starting URL to crawl\n- `limit`: Max pages to crawl (default: 100, max: 500)\n- `maxDepth`: Max link depth from start URL (default: 3)\n- `includePaths`: Array of glob patterns to include (e.g., `[\"/blog/*\"]`)\n- `excludePaths`: Array of glob patterns to exclude (e.g., `[\"/admin/*\", \"/api/*\"]`)\n- `scrapeOptions.formats`: Output formats -- `[\"markdown\", \"html\", \"links\"]`\n\n**SEO Usage Patterns:**\n1. **Comprehensive audit crawl**: Crawl full site, extract all pages for subagent analysis\n2. **Section-focused crawl**: Use `includePaths` to audit only `/blog/*` or `/products/*`\n3. **Broken link detection**: Crawl with `[\"links\"]` format, check all hrefs for 404s\n4. **Content inventory**: Extract all page titles, meta descriptions, H1s at scale\n5. **SPA/JS-rendered sites**: Firecrawl renders JavaScript, solving the Issue #11 problem\n\n**Example orchestration for `/seo audit`:**\n```\n1. firecrawl_map(url) -> get all URLs (fast, no content)\n2. Filter to top 50 most important pages (homepage, key sections)\n3. firecrawl_crawl(url, limit=50) -> get full content\n4. Feed content to seo-technical, seo-content, seo-schema agents\n```\n\n**Cost awareness:**\n- Free tier: 500 credits/month\n- 1 credit = 1 page crawled or scraped\n- Map operations are cheaper (0.5 credits per URL discovered)\n- Always inform user of estimated credit usage before large crawls\n\n### map -- Site Structure Discovery\n\nDiscover all URLs on a website without fetching content. Fast and credit-efficient.\n\n**MCP Tool:** `firecrawl_map`\n\n**Parameters:**\n- `url` (required): Website URL to map\n- `limit`: Max URLs to discover (default: 5000)\n- `search`: Optional search term to filter URLs\n\n**SEO Usage Patterns:**\n1. **Sitemap comparison**: Map site, compare discovered URLs vs XML sitemap\n2. **Orphan page detection**: URLs in sitemap but not linked from any page\n3. **Crawl budget analysis**: Total indexable pages vs pages linked from homepage\n4. **URL pattern analysis**: Identify URL structure patterns, duplicates, parameter bloat\n5. **Pre-audit discovery**: Run map first, then targeted crawl on key sections\n\n**Output:** Array of URLs. Present as:\n```\nSite: example.com\nPages discovered: 342\n\nURL Pattern Breakdown:\n  /blog/*          - 128 pages (37%)\n  /products/*      - 89 pages (26%)\n  /category/*      - 45 pages (13%)\n  /pages/*         - 32 pages (9%)\n  / (root pages)   - 48 pages (14%)\n```\n\n### scrape -- Single-Page Deep Scrape\n\nScrape a single page with full JavaScript rendering. More thorough than\n`fetch_page.py` because it executes JS and waits for dynamic content.\n\n**MCP Tool:** `firecrawl_scrape`\n\n**Parameters:**\n- `url` (required): Page URL to scrape\n- `formats`: Output formats -- `[\"markdown\", \"html\", \"links\", \"screenshot\"]`\n- `onlyMainContent`: Strip nav/footer/sidebar (default: true)\n- `waitFor`: CSS selector or milliseconds to wait for content\n- `timeout`: Request timeout in ms (default: 30000)\n- `actions`: Browser actions before scraping (click, scroll, wait)\n\n**SEO Usage Patterns:**\n1. **SPA content extraction**: Scrape JS-rendered React/Vue/Angular pages\n2. **Dynamic content audit**: Pages with lazy-loaded content below the fold\n3. **Paywall/login detection**: Identify content behind authentication walls\n4. **Main content extraction**: Use `onlyMainContent` for clean E-E-A-T analysis\n5. **Screenshot capture**: Use `screenshot` format for visual analysis\n\n**When to use scrape vs fetch_page.py:**\n| Scenario | Use |\n|----------|-----|\n| Static HTML page | `fetch_page.py` (no API cost) |\n| JS-rendered SPA | `firecrawl_scrape` (renders JS) |\n| Need response headers | `fetch_page.py` (returns headers) |\n| Need clean markdown | `firecrawl_scrape` (better extraction) |\n| Rate-limited/blocked | `firecrawl_scrape` (handles anti-bot) |\n\n### search -- Site-Scoped Search\n\nSearch within a website for specific content. Useful for finding pages\nrelated to a topic without crawling everything.\n\n**MCP Tool:** `firecrawl_search`\n\n**Parameters:**\n- `query` (required): Search query\n- `url` (required): Website to search within\n- `limit`: Max results (default: 10)\n- `scrapeOptions.formats`: Output format for matched pages\n\n**SEO Usage Patterns:**\n1. **Content gap validation**: Search for a keyword on the site to check if content exists\n2. **Internal linking opportunities**: Find pages mentioning a topic that could link to each other\n3. **Duplicate content detection**: Search for key phrases to find near-duplicates\n4. **Competitor content research**: Search competitor site for specific topics\n\n## Cross-Skill Integration\n\n### With seo-audit (full audit)\nWhen Firecrawl is available during `/seo audit`:\n1. Use `firecrawl_map` to discover all site URLs\n2. Compare with XML sitemap (seo-sitemap) to find orphan/missing pages\n3. Select top pages for deep analysis\n4. Feed crawled content to all subagents (technical, content, schema, geo)\n5. Report total crawlable pages, URL patterns, and crawl depth\n\n### With seo-technical\n- Broken link detection: crawl all internal links, check for 404s\n- Redirect chain mapping: follow all redirects, flag chains > 2 hops\n- Mixed content detection: check HTTP resources on HTTPS pages\n- Canonical verification: compare canonical URLs with actual URLs\n\n### With seo-sitemap\n- Sitemap coverage: % of crawled pages present in sitemap\n- Orphan pages: pages found by crawl but missing from sitemap\n- Stale sitemap entries: URLs in sitemap that return 404/410\n\n### With seo-content\n- Content extraction: feed clean markdown to E-E-A-T analysis\n- Thin content detection: identify pages with < 300 words at scale\n- Duplicate content: compare content across pages for near-duplicates\n\n### With seo-schema\n- Schema extraction: pull JSON-LD from all crawled pages\n- Schema coverage: % of pages with structured data\n- Schema validation: batch-validate extracted schemas\n\n## Error Handling\n\n| Error | Cause | Resolution |\n|-------|-------|-----------|\n| `FIRECRAWL_API_KEY not set` | MCP not configured | Run `./extensions/firecrawl/install.sh` |\n| `402 Payment Required` | Credits exhausted | Check usage at firecrawl.dev/app, upgrade plan |\n| `429 Too Many Requests` | Rate limited | Wait 60s, reduce crawl concurrency |\n| `408 Timeout` | Page too slow to render | Increase `timeout`, try without JS rendering |\n| `403 Forbidden` | Site blocks crawling | Check robots.txt, may need to skip this site |\n\n**Graceful fallback:** If Firecrawl is unavailable, inform the user and suggest:\n1. Use `fetch_page.py` for single-page analysis (no API cost)\n2. Use `WebFetch` tool for basic HTML retrieval\n3. Install Firecrawl: `./extensions/firecrawl/install.sh`\n","tagline":"Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis.","category":"automation","tags":["agent-skill"],"author":"AgriciDaniel","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"AgriciDaniel/claude-seo","creatorName":"AgriciDaniel","creatorUrl":"https://github.com/AgriciDaniel","sourceUrl":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":16032,"forks":2346,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":52.54},"quality":{"score":89,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"16K","tone":"positive"},{"label":"Freshness","value":"9d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":75,"base_score":83,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["75/100 Trust Score v5","83/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human 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"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"16K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"16K stars, 2.3K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"9d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install 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stars"},{"status":"pass","label":"Stars/forks activity","detail":"16K stars, 2.3K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"9d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository 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access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 2.3K forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","install":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is 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yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude 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irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":83,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v5":{"version":"trust-score-v5","score":75,"base_score":83,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["75/100 Trust Score v5","83/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human 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"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"16K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"16K stars, 2.3K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"9d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install 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stars"},{"status":"pass","label":"Stars/forks activity","detail":"16K stars, 2.3K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"9d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository 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access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 2.3K forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","install":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is 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yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude 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irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":83,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":83,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"16K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"16K stars, 2.3K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"9d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":50,"weight":0.07,"status":"warn","detail":"shell or command execution, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"16K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"16K stars, 2.3K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"9d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"],"evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 2.3K forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","install":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","9d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["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"],"knownRisks":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"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"]},"outcome_stats":null,"safety":{"score":52,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","52/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"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"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Permission surface may require sandboxing"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","52/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":79,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, network or browser access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, network or browser access"],"warnings":["Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"],"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."],"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 seo-firecrawl before installing it in an agent workflow","automation","Web scraping 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 AgriciDaniel/claude-seo --skill seo-firecrawl"]},{"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 AgriciDaniel/claude-seo --skill seo-firecrawl"]},{"id":"trust_score","label":"Trust score","status":"pass","score":83,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","16K GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":88,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":52,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"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":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"9d since push","evidence":["9d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":50,"required_for_auto_install":true,"detail":"shell or command execution, network or browser access","evidence":["Shell or command execution: high","Browser automation: medium","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl/evals","api":"/api/agent/evals?slug=agricidaniel-seo-firecrawl","text":"/api/agent/evals?slug=agricidaniel-seo-firecrawl&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"agricidaniel-seo-firecrawl","name":"seo-firecrawl","description":"Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis.","category":"automation","url":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","github_repo":"AgriciDaniel/claude-seo"},"suited_tasks":["Web scraping workflows","Claude Code teams","teams that value GitHub adoption signals","Crawl target URLs","Extract tables and metadata","Normalize messy page content","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add agricidaniel-seo-firecrawl"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"seo-firecrawl\" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl. 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"seo-firecrawl\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl. 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"seo-firecrawl\" from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/agricidaniel-seo-firecrawl/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-firecrawl"},"trust":{"score":83,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 2.3K forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","install":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser 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":["automation","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"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":88,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":89,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"9d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"],"agent_contract":{"task_input":"Use seo-firecrawl in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 83/100 Strong shortlist","Audit: 88/100 Needs review","Safety: 52/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-seo-firecrawl (seo-firecrawl)","install_command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","risk_summary":"Needs review; Experimental; 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":"agricidaniel-seo-firecrawl","task":"Use seo-firecrawl in an 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/agricidaniel-seo-firecrawl","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-seo-firecrawl","audit":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-seo-firecrawl&task=Use%20seo-firecrawl%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-firecrawl%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20seo-firecrawl%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-seo-firecrawl/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-firecrawl"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"agricidaniel-seo-firecrawl","name":"seo-firecrawl","description":"Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis.","category":"automation","url":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","github_repo":"AgriciDaniel/claude-seo"},"suited_tasks":["Web scraping workflows","Claude Code teams","teams that value GitHub adoption signals","Crawl target URLs","Extract tables and metadata","Normalize messy page content","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add agricidaniel-seo-firecrawl"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"seo-firecrawl\" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl. 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"seo-firecrawl\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl. 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"seo-firecrawl\" from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/agricidaniel-seo-firecrawl/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-firecrawl"},"trust":{"score":83,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 2.3K forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","install":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser 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":["automation","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"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":88,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":89,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"9d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"],"agent_contract":{"task_input":"Use seo-firecrawl in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 83/100 Strong shortlist","Audit: 88/100 Needs review","Safety: 52/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-seo-firecrawl (seo-firecrawl)","install_command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","risk_summary":"Needs review; Experimental; 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":"agricidaniel-seo-firecrawl","task":"Use seo-firecrawl in an 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/agricidaniel-seo-firecrawl","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-seo-firecrawl","audit":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-seo-firecrawl&task=Use%20seo-firecrawl%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-firecrawl%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20seo-firecrawl%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-seo-firecrawl/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-firecrawl"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"web-scraping","title":"Web scraping"},{"slug":"research-agents","title":"Research agents"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","Browser agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":16032,"starsLabel":"16K","forks":2346,"license":"MIT","qualityScore":89,"trustScore":83,"auditScore":88},"maintenance":{"status":"fresh","label":"9d since push","daysSincePush":9,"lastPushedAt":"2026-08-26T12:16:22+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access","Needs review"]},"coverageTags":["Research","Research agents","automation","agent-skill"]},"audit":{"audit_score":88,"risk_level":"needs_review","risk_label":"Needs review","quality_score":89,"trust_score":83,"maintenance_score":100,"security_score":82,"install_score":92,"warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","Permission surface: shell or command execution, network or browser access"]},"quality_signals":{"model":"v2","star_score":29.44,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","Browser agents"],"use_cases":[{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"stacks":[{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add AgriciDaniel/claude-seo --skill seo-firecrawl","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add agricidaniel-seo-firecrawl","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"seo-firecrawl\" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl. 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"seo-firecrawl\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl. 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"seo-firecrawl\" from https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl 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: Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says \"crawl site\", \"map site\", \"full crawl\", \"find all pages\", \"broken links\", \"site structure\", \"discover pages\", \"JS rendering\", or needs site-wide analysis. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-seo-firecrawl\",\"task\":\"Install seo-firecrawl\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","github_repo":"AgriciDaniel/claude-seo","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/agricidaniel-seo-firecrawl","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/extensions/firecrawl/skills/seo-firecrawl","api":"/api/agent/skills/agricidaniel-seo-firecrawl","install_api":"/api/skills/agricidaniel-seo-firecrawl/install"},"meta":{"created_at":"2026-09-01T16:11:10.931513+00:00","updated_at":"2026-09-01T16:11:10.994295+00:00","agent_friendly":true}}