{"slug":"pupok462-open-geo","name":"Open Geo","description":"A Claude Code skill that measures brand visibility in AI-generated answers by running a logged-in browser agent across engines like Google AI Overview, ChatGPT, Claude, Gemini, and Yandex Alice.","tagline":"Measure brand visibility in AI answers by reading the rendered answer a logged-in user actually sees (agent in a real browser). Google AI Overview, ChatGPT, Claude, Gemini, Yandex Alice. 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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":80,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 17 GitHub stars","Stars/forks activity: 17 stars, 2 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document 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":69,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"2d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","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, filesystem or document access"],"agent_contract":{"task_input":"Use Open Geo 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: 75/100 Strong shortlist","Audit: 80/100 Needs review","Safety: 44/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"pupok462-open-geo (Open Geo)","install_command":"npx skills add Pupok462/open-geo","risk_summary":"Needs review; 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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 Claude Code skill that measures brand visibility in AI-generated answers by running a logged-in browser agent across engines like Google AI Overview, ChatGPT, Claude, Gemini, and Yandex Alice.","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 \"Open Geo\" as a Claude Code skill from https://github.com/Pupok462/open-geo. 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 Claude Code skill that measures brand visibility in AI-generated answers by running a logged-in browser agent across engines like Google AI Overview, ChatGPT, Claude, Gemini, and Yandex Alice.","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 \"Open Geo\" from https://github.com/Pupok462/open-geo 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 Claude Code skill that measures brand visibility in AI-generated answers by running a logged-in browser agent across engines like Google AI Overview, ChatGPT, Claude, Gemini, and Yandex Alice.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Pupok462/open-geo","github_repo":"Pupok462/open-geo","version":"1.0.0","license":"MIT","updated_at":"2026-08-02T17:35:49.44738+00:00","canonical_key":"pupok462/open-geo","recommendation_reasons":["Install handoff is available","Repository freshness signal is available"],"urls":{"web":"https://www.openagentskill.com/skills/pupok462-open-geo","api":"https://www.openagentskill.com/api/agent/skills/pupok462-open-geo","install_api":"https://www.openagentskill.com/api/skills/pupok462-open-geo/install","audit":"https://www.openagentskill.com/skills/pupok462-open-geo/audit","repository":"https://github.com/Pupok462/open-geo"},"meta":{"endpoint":"/api/registry/manifest/{slug}","canonical_agent_endpoint":"/api/agent/skills/pupok462-open-geo","agent_friendly":true,"api_version":"1.0","generated_at":"2026-08-04T17:15:25.206Z"}}