{"eval":{"version":"openagentskill-skill-eval-v1","slug":"cullenwatson-staffspy","name":"StaffSpy","generated_at":"2026-07-04T01:40:48.278Z","task_input":"Evaluate StaffSpy before installing it in an AI agent workflow","status":"review","score":63,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","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","Research accounts","Extract contact details"],"suited_agents":["Python","Sales Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"]},"install":{"command":"npx skills add cullenwatson/StaffSpy","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add cullenwatson/StaffSpy"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"StaffSpy\" agent skill from https://github.com/cullenwatson/StaffSpy. 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: Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"StaffSpy\" as a Claude Code skill from https://github.com/cullenwatson/StaffSpy. 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: Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"StaffSpy\" from https://github.com/cullenwatson/StaffSpy 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: Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info"}]},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"256 GitHub stars","repoActivity":"256 stars, 35 forks","lastPushed":"1y since push","license":"WTFPL","repository":"https://github.com/cullenwatson/StaffSpy","install":"npx skills add cullenwatson/StaffSpy","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":66,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 256 stars, 35 forks; issue activity unavailable in current metadata","Recent maintenance: 1y since push"]},"safety_gate":{"score":46,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"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"}],"policy_warnings":["Repository appears stale"]},"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 StaffSpy before installing it in an AI agent workflow","growth-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 cullenwatson/StaffSpy"]},{"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 cullenwatson/StaffSpy"]},{"id":"trust_score","label":"Trust score","status":"warn","score":73,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","256 GitHub stars","WTFPL"]},{"id":"audit_score","label":"Audit score","status":"warn","score":66,"required_for_auto_install":true,"detail":"Needs review","evidence":["Repository appears stale"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":46,"required_for_auto_install":true,"detail":"Sparse or mixed signals. 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Useful for discovery, but not for autonomous installation.","Permission surface: filesystem or document access, network or browser access","Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 256 stars, 35 forks; issue activity unavailable in current metadata","Recent maintenance: 1y 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","Repository appears stale","Quality score needs review","Stars/forks activity: 256 stars, 35 forks; issue activity unavailable in current metadata","Recent maintenance: 1y since push","Production credentials, payments, or irreversible account changes without explicit human review"],"alternatives":[{"slug":"omkarcloud-google-maps-scraper","name":"Google Maps Scraper","url":"https://www.openagentskill.com/skills/omkarcloud-google-maps-scraper","stars":2772,"install_command":"npx skills add omkarcloud/google-maps-scraper","trust_score":89,"audit_score":93},{"slug":"othmane-khadri-yalc-the-gtm-operating-system","name":"YALC The GTM Operating System","url":"https://www.openagentskill.com/skills/othmane-khadri-yalc-the-gtm-operating-system","stars":238,"install_command":"npx skills add Othmane-Khadri/YALC-the-GTM-operating-system","trust_score":75,"audit_score":83},{"slug":"farzamhejazik-claude-linkedin-assistant","name":"Claude Linkedin Assistant","url":"https://www.openagentskill.com/skills/farzamhejazik-claude-linkedin-assistant","stars":180,"install_command":"npx skills add FarzamHejaziK/claude-linkedin-assistant","trust_score":80,"audit_score":85},{"slug":"omkarcloud-google-maps-reviews-scraper","name":"Google Maps Reviews Scraper","url":"https://www.openagentskill.com/skills/omkarcloud-google-maps-reviews-scraper","stars":175,"install_command":"npx skills add omkarcloud/google-maps-reviews-scraper","trust_score":79,"audit_score":81}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"cullenwatson-staffspy","name":"StaffSpy","description":"Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info","category":"growth-automation","url":"https://www.openagentskill.com/skills/cullenwatson-staffspy","repository":"https://github.com/cullenwatson/StaffSpy","github_repo":"cullenwatson/StaffSpy"},"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","Research accounts","Extract contact details"],"suited_agents":["Python","Sales Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add cullenwatson/StaffSpy","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add cullenwatson/StaffSpy"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"StaffSpy\" agent skill from https://github.com/cullenwatson/StaffSpy. 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: Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"StaffSpy\" as a Claude Code skill from https://github.com/cullenwatson/StaffSpy. 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: Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"StaffSpy\" from https://github.com/cullenwatson/StaffSpy 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: Staff fetcher library for LinkedIn - obtain experiences, schools, skills & contact info"}],"handoff_url":"https://www.openagentskill.com/api/skills/cullenwatson-staffspy/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/cullenwatson-staffspy"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"256 GitHub stars","repoActivity":"256 stars, 35 forks","lastPushed":"1y since push","license":"WTFPL","repository":"https://github.com/cullenwatson/StaffSpy","install":"npx skills add cullenwatson/StaffSpy","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":["growth-automation","lead-generation","sales","automation","browser-commerce","company-data"],"known_risks":["Repository looks stale","Quality score needs review","Stars/forks activity: 256 stars, 35 forks; issue activity unavailable in current metadata","Recent maintenance: 1y since push"]},"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":66,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Stars/forks activity: 256 stars, 35 forks; issue activity unavailable in current metadata","Recent maintenance: 1y since push"]},"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":50,"label":"Needs review"},"supply":{"track":"Marketing and growth automation","scenario":"Sales and CRM","maintenance":"1y since push","risk":"Needs review"},"alternative_skills":[{"slug":"omkarcloud-google-maps-scraper","name":"Google Maps Scraper","url":"https://www.openagentskill.com/skills/omkarcloud-google-maps-scraper","stars":2772,"install_command":"npx skills add omkarcloud/google-maps-scraper","trust_score":89,"audit_score":93},{"slug":"othmane-khadri-yalc-the-gtm-operating-system","name":"YALC The GTM Operating System","url":"https://www.openagentskill.com/skills/othmane-khadri-yalc-the-gtm-operating-system","stars":238,"install_command":"npx skills add Othmane-Khadri/YALC-the-GTM-operating-system","trust_score":75,"audit_score":83},{"slug":"farzamhejazik-claude-linkedin-assistant","name":"Claude Linkedin Assistant","url":"https://www.openagentskill.com/skills/farzamhejazik-claude-linkedin-assistant","stars":180,"install_command":"npx skills add FarzamHejaziK/claude-linkedin-assistant","trust_score":80,"audit_score":85},{"slug":"omkarcloud-google-maps-reviews-scraper","name":"Google Maps Reviews Scraper","url":"https://www.openagentskill.com/skills/omkarcloud-google-maps-reviews-scraper","stars":175,"install_command":"npx skills add omkarcloud/google-maps-reviews-scraper","trust_score":79,"audit_score":81}],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","Repository appears stale","Quality score needs review","Stars/forks activity: 256 stars, 35 forks; 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