{"eval":{"version":"openagentskill-skill-eval-v1","slug":"manimozaffar-linkedin-scraper","name":"LinkedIn Scraper","generated_at":"2026-07-03T22:04:34.454Z","task_input":"Evaluate LinkedIn Scraper before installing it in an AI agent workflow","status":"failed","score":56,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Audit score: Risky","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Web scraping workflows","Claude Code teams","builders willing to evaluate younger projects","Crawl target URLs","Extract tables and metadata","Normalize messy page content","Navigate pages","Click and type safely"],"suited_agents":["Python","Playwright","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","Browser agents"]},"install":{"command":"npx skills add ManiMozaffar/linkedIn-scraper","ready":true,"policy":"block","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add ManiMozaffar/linkedIn-scraper"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"LinkedIn Scraper\" agent skill from https://github.com/ManiMozaffar/linkedIn-scraper. 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: A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"LinkedIn Scraper\" as a Claude Code skill from https://github.com/ManiMozaffar/linkedIn-scraper. 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: A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"LinkedIn Scraper\" from https://github.com/ManiMozaffar/linkedIn-scraper 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: A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel"}]},"trust":{"score":66,"label":"Manual review","version":"trust-score-v4","evidence":{"stars":"268 GitHub stars","repoActivity":"268 stars, 27 forks","lastPushed":"2y since push","license":"Unknown","repository":"https://github.com/ManiMozaffar/linkedIn-scraper","install":"npx skills add ManiMozaffar/linkedIn-scraper","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":58,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review","Permission surface needs review: filesystem or document access, network or browser access","Stars/forks activity: 268 stars, 27 forks; issue activity unavailable in current metadata","Recent maintenance: 2y since push"]},"safety_gate":{"score":34,"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","blocked":true,"permission_hints":[{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["Audit risk risky exceeds max_risk=medium","License is unclear"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate LinkedIn Scraper before installing it in an AI agent workflow","browser-automation","Web scraping workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add ManiMozaffar/linkedIn-scraper"]},{"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 ManiMozaffar/linkedIn-scraper"]},{"id":"trust_score","label":"Trust score","status":"warn","score":66,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","268 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"fail","score":58,"required_for_auto_install":true,"detail":"Risky","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":34,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Audit risk exceeds the requested agent policy"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"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":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"fail","score":22,"required_for_auto_install":false,"detail":"2y since push","evidence":["2y since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":60,"required_for_auto_install":true,"detail":"filesystem or document access, network or browser access","evidence":["Browser automation: medium","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["microsoft-playwright","apify-crawlee","microsoft-playwright-python","flaresolverr-flaresolverr"]}],"blockers":["Audit score: Risky","Agent safety gate: This skill should not be selected by an agent without explicit human security review."],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","License clarity: Unknown","Permission surface: filesystem or document access, network or browser access","Audit risk risky exceeds max_risk=medium","License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review","Permission surface needs review: filesystem or document access, network or browser access","Stars/forks activity: 268 stars, 27 forks; issue activity unavailable in current metadata","Recent maintenance: 2y since push"],"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."],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","Audit risk risky exceeds max_risk=medium","License is unclear","Permission surface may require sandboxing","Repository appears stale","Quality score needs review"],"alternatives":[{"slug":"microsoft-playwright","name":"Playwright","url":"https://www.openagentskill.com/skills/microsoft-playwright","stars":91270,"install_command":"npx skills add microsoft/playwright","trust_score":93,"audit_score":95},{"slug":"apify-crawlee","name":"Crawlee","url":"https://www.openagentskill.com/skills/apify-crawlee","stars":24036,"install_command":"npx skills add apify/crawlee","trust_score":92,"audit_score":94},{"slug":"microsoft-playwright-python","name":"Playwright Python","url":"https://www.openagentskill.com/skills/microsoft-playwright-python","stars":14791,"install_command":"npx skills add microsoft/playwright-python","trust_score":91,"audit_score":94},{"slug":"flaresolverr-flaresolverr","name":"FlareSolverr","url":"https://www.openagentskill.com/skills/flaresolverr-flaresolverr","stars":14496,"install_command":"npx skills add FlareSolverr/FlareSolverr","trust_score":89,"audit_score":93}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"manimozaffar-linkedin-scraper","name":"LinkedIn Scraper","description":"A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel","category":"browser-automation","url":"https://www.openagentskill.com/skills/manimozaffar-linkedin-scraper","repository":"https://github.com/ManiMozaffar/linkedIn-scraper","github_repo":"ManiMozaffar/linkedIn-scraper"},"suited_tasks":["Web scraping workflows","Claude Code teams","builders willing to evaluate younger projects","Crawl target URLs","Extract tables and metadata","Normalize messy page content","Navigate pages","Click and type safely"],"suited_agents":["Python","Playwright","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","Browser agents"],"install":{"command":"npx skills add ManiMozaffar/linkedIn-scraper","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add ManiMozaffar/linkedIn-scraper"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"LinkedIn Scraper\" agent skill from https://github.com/ManiMozaffar/linkedIn-scraper. 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: A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"LinkedIn Scraper\" as a Claude Code skill from https://github.com/ManiMozaffar/linkedIn-scraper. 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: A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"LinkedIn Scraper\" from https://github.com/ManiMozaffar/linkedIn-scraper 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: A playwright bot which is implemented to scrape linkedin and store advertisement data in a database and telegram channel"}],"handoff_url":"https://www.openagentskill.com/api/skills/manimozaffar-linkedin-scraper/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/manimozaffar-linkedin-scraper"},"trust":{"score":66,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"268 GitHub stars","repoActivity":"268 stars, 27 forks","lastPushed":"2y since push","license":"Unknown","repository":"https://github.com/ManiMozaffar/linkedIn-scraper","install":"npx skills add ManiMozaffar/linkedIn-scraper","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, 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":["browser-automation","browser","testing","automation","bot","browser-fingerprint"],"known_risks":["License is unclear","Repository looks stale","Quality score needs review","Permission surface needs review: filesystem or document access, network or browser access","Stars/forks activity: 268 stars, 27 forks; issue activity unavailable in current metadata","Recent maintenance: 2y since push","License clarity: Unknown","Permission surface: filesystem or document access, 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":58,"risk_level":"risky","risk_label":"Risky","warnings":["License is unclear","Permission surface may require sandboxing","Repository appears stale","Repository looks stale","Quality score needs review","Permission surface needs review: filesystem or document access, network or browser access","Stars/forks activity: 268 stars, 27 forks; issue activity unavailable in current metadata","Recent maintenance: 2y since push"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":45,"label":"Needs review"},"supply":{"track":"Coding and developer agents","scenario":"Testing and QA","maintenance":"2y since push","risk":"Risky"},"alternative_skills":[{"slug":"microsoft-playwright","name":"Playwright","url":"https://www.openagentskill.com/skills/microsoft-playwright","stars":91270,"install_command":"npx skills add microsoft/playwright","trust_score":93,"audit_score":95},{"slug":"apify-crawlee","name":"Crawlee","url":"https://www.openagentskill.com/skills/apify-crawlee","stars":24036,"install_command":"npx skills add apify/crawlee","trust_score":92,"audit_score":94},{"slug":"microsoft-playwright-python","name":"Playwright Python","url":"https://www.openagentskill.com/skills/microsoft-playwright-python","stars":14791,"install_command":"npx skills add microsoft/playwright-python","trust_score":91,"audit_score":94},{"slug":"flaresolverr-flaresolverr","name":"FlareSolverr","url":"https://www.openagentskill.com/skills/flaresolverr-flaresolverr","stars":14496,"install_command":"npx skills add FlareSolverr/FlareSolverr","trust_score":89,"audit_score":93}],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","Audit risk risky exceeds max_risk=medium","License is unclear","Permission surface may require sandboxing","Repository appears stale","Quality score needs review"],"agent_contract":{"task_input":"Evaluate LinkedIn Scraper before installing it in an AI agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 66/100 Manual review","Audit: 58/100 Risky","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"manimozaffar-linkedin-scraper (LinkedIn Scraper)","install_command":"npx skills add ManiMozaffar/linkedIn-scraper","risk_summary":"Risky; Blocked for auto-install; 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":"manimozaffar-linkedin-scraper","task":"Evaluate LinkedIn Scraper before installing it in an AI 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/manimozaffar-linkedin-scraper","api":"https://www.openagentskill.com/api/agent/skills/manimozaffar-linkedin-scraper","audit":"https://www.openagentskill.com/skills/manimozaffar-linkedin-scraper/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=manimozaffar-linkedin-scraper&task=Evaluate%20LinkedIn%20Scraper%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20LinkedIn%20Scraper%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20LinkedIn%20Scraper%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/manimozaffar-linkedin-scraper/install","manifest":"https://www.openagentskill.com/api/registry/manifest/manimozaffar-linkedin-scraper"}},"endpoints":{"web":"https://www.openagentskill.com/skills/manimozaffar-linkedin-scraper","api":"https://www.openagentskill.com/api/agent/skills/manimozaffar-linkedin-scraper","eval":"https://www.openagentskill.com/api/agent/evals?slug=manimozaffar-linkedin-scraper","audit":"https://www.openagentskill.com/skills/manimozaffar-linkedin-scraper/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20LinkedIn%20Scraper%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-07-03T22:04:34.454Z"}}