{"eval":{"version":"openagentskill-skill-eval-v1","slug":"itbrowser-net-undetectable-fingerprint-browser","name":"Undetectable Fingerprint Browser","generated_at":"2026-07-04T02:54:08.876Z","task_input":"Evaluate Undetectable Fingerprint Browser before installing it in an AI agent workflow","status":"review","score":62,"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":84,"suited_tasks":["Testing and QA workflows","Claude Code teams","teams that value GitHub adoption signals","Run test suites","Capture failures","Report what changed after a fix","Navigate pages","Click and type safely"],"suited_agents":["Playwright","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"]},"install":{"command":"npx skills add itbrowser-net/undetectable-fingerprint-browser","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add itbrowser-net/undetectable-fingerprint-browser"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Undetectable Fingerprint Browser\" agent skill from https://github.com/itbrowser-net/undetectable-fingerprint-browser. 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: Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Undetectable Fingerprint Browser\" as a Claude Code skill from https://github.com/itbrowser-net/undetectable-fingerprint-browser. 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: Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Undetectable Fingerprint Browser\" from https://github.com/itbrowser-net/undetectable-fingerprint-browser 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: Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing"}]},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"798 GitHub stars","repoActivity":"798 stars, 141 forks","lastPushed":"1y since push","license":"Unknown","repository":"https://github.com/itbrowser-net/undetectable-fingerprint-browser","install":"npx skills add itbrowser-net/undetectable-fingerprint-browser","installSafety":"standard package or runtime install path","permissionSurface":"network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":65,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 1y since push","License clarity: Unknown"]},"safety_gate":{"score":49,"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"}],"policy_warnings":["License is unclear"]},"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 Undetectable Fingerprint Browser before installing it in an AI agent workflow","browser-automation","Testing and QA 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 itbrowser-net/undetectable-fingerprint-browser"]},{"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 itbrowser-net/undetectable-fingerprint-browser"]},{"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","798 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":65,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":49,"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.","License is unclear"]},{"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":38,"required_for_auto_install":false,"detail":"1y since push","evidence":["1y since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":86,"required_for_auto_install":true,"detail":"network or browser access","evidence":["Browser automation: medium","Network 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":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","License clarity: Unknown","License is unclear","Repository appears stale","Repository looks stale","Quality score needs review","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","License is unclear","Repository appears stale","Quality score needs review","Recent maintenance: 1y since push","License clarity: Unknown"],"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":"itbrowser-net-undetectable-fingerprint-browser","name":"Undetectable Fingerprint Browser","description":"Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing","category":"browser-automation","url":"https://www.openagentskill.com/skills/itbrowser-net-undetectable-fingerprint-browser","repository":"https://github.com/itbrowser-net/undetectable-fingerprint-browser","github_repo":"itbrowser-net/undetectable-fingerprint-browser"},"suited_tasks":["Testing and QA workflows","Claude Code teams","teams that value GitHub adoption signals","Run test suites","Capture failures","Report what changed after a fix","Navigate pages","Click and type safely"],"suited_agents":["Playwright","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add itbrowser-net/undetectable-fingerprint-browser","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add itbrowser-net/undetectable-fingerprint-browser"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Undetectable Fingerprint Browser\" agent skill from https://github.com/itbrowser-net/undetectable-fingerprint-browser. 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: Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Undetectable Fingerprint Browser\" as a Claude Code skill from https://github.com/itbrowser-net/undetectable-fingerprint-browser. 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: Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Undetectable Fingerprint Browser\" from https://github.com/itbrowser-net/undetectable-fingerprint-browser 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: Free open-source Multilogin/Incogniton/Kameleo alternative for fingerprint spoofing (Canvas/WebGL/User-Agent). Perfect for Selenium/Playwright/Puppeteer automation, web scraping, social media bots, ads verification, and multi-accounting based on chromium. Avoid bans, bypass anti-bot systems, and prevent tracking with customizable stealth browsing"}],"handoff_url":"https://www.openagentskill.com/api/skills/itbrowser-net-undetectable-fingerprint-browser/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/itbrowser-net-undetectable-fingerprint-browser"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"798 GitHub stars","repoActivity":"798 stars, 141 forks","lastPushed":"1y since push","license":"Unknown","repository":"https://github.com/itbrowser-net/undetectable-fingerprint-browser","install":"npx skills add itbrowser-net/undetectable-fingerprint-browser","installSafety":"standard package or runtime install path","permissionSurface":"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","adspower-free","anti-bot-detection"],"known_risks":["License is unclear","Repository looks stale","Quality score needs review","Recent maintenance: 1y since push","License clarity: Unknown"]},"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":65,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 1y since push","License clarity: Unknown"]},"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":"Coding and developer agents","scenario":"Testing and QA","maintenance":"1y since push","risk":"Needs review"},"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","License is unclear","Repository appears stale","Quality score needs review","Recent maintenance: 1y since push","License clarity: Unknown"],"agent_contract":{"task_input":"Evaluate Undetectable Fingerprint Browser before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 73/100 Strong shortlist","Audit: 65/100 Needs review","Safety: 49/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"itbrowser-net-undetectable-fingerprint-browser (Undetectable Fingerprint Browser)","install_command":"npx skills add itbrowser-net/undetectable-fingerprint-browser","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":"itbrowser-net-undetectable-fingerprint-browser","task":"Evaluate Undetectable Fingerprint Browser 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/itbrowser-net-undetectable-fingerprint-browser","api":"https://www.openagentskill.com/api/agent/skills/itbrowser-net-undetectable-fingerprint-browser","audit":"https://www.openagentskill.com/skills/itbrowser-net-undetectable-fingerprint-browser/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=itbrowser-net-undetectable-fingerprint-browser&task=Evaluate%20Undetectable%20Fingerprint%20Browser%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Undetectable%20Fingerprint%20Browser%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Undetectable%20Fingerprint%20Browser%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/itbrowser-net-undetectable-fingerprint-browser/install","manifest":"https://www.openagentskill.com/api/registry/manifest/itbrowser-net-undetectable-fingerprint-browser"}},"endpoints":{"web":"https://www.openagentskill.com/skills/itbrowser-net-undetectable-fingerprint-browser","api":"https://www.openagentskill.com/api/agent/skills/itbrowser-net-undetectable-fingerprint-browser","eval":"https://www.openagentskill.com/api/agent/evals?slug=itbrowser-net-undetectable-fingerprint-browser","audit":"https://www.openagentskill.com/skills/itbrowser-net-undetectable-fingerprint-browser/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Undetectable%20Fingerprint%20Browser%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":"2026-07-04T02:54:08.876Z"}}