{"slug":"thesmokedev-geo-measurement","name":"geo-measurement","description":"Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming.","long_description":"---\nname: geo-measurement\ndescription: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming.\nallowed-tools:\n  - Read\n  - Grep\n  - Glob\n  - Bash\n  - WebFetch\n  - Write\n---\n\n# Volatility-Aware AI-Visibility Measurement Skill\n\n## Purpose\n\nThis skill measures AI visibility correctly. Raw citation counts are structurally volatile -- platforms change citation behavior wholesale, and a month-over-month drop often means the platform moved, not the site. This skill designs prompt panels, computes share-of-citation, tracks citation position, and produces trend reports that separate signal from platform noise. Use it to evaluate any GEO work done with the other skills in this pack.\n\n## Core Insight\n\n**Citation volume is structurally volatile.** ChatGPT's citation volume fell >90% in March-April 2026, then rebounded (seoClarity, Jun 2026). Google-side citation churn runs 8-10x ChatGPT's (same analysis). A site that did nothing wrong can lose most of its measured citations in a month; a site that did nothing right can gain them.\n\nThe consequence: **monthly citation counts mislead.** The valid metric is **share-of-citation over repeated runs of a fixed 60-100+ prompt panel** (SparkToro methodology) -- of all citations the engine gives for your prompt set, what fraction point to you versus competitors? Share-of-citation is self-normalizing: when a platform cuts citations sitewide, everyone's counts drop but shares stay comparable.\n\n---\n\n## Step 1: Panel Design\n\n1. **Fixed prompt set.** Define 60-100+ prompts that represent the site's target sub-query space (use `skills/geo-fanout/` to generate them across eligibility/cost/process/location/language axes). Freeze the set -- never edit prompts mid-trend, or you break comparability. Version the panel file instead (add new prompts as `panel-v2`, keep v1 running for continuity).\n2. **Repeated runs.** Run the full panel on a fixed cadence (weekly or biweekly). A single run is a sample, not a measurement -- AI answers are non-deterministic, so each prompt should ideally be run multiple times per cycle or across cycles to smooth variance.\n3. **Per-engine split.** Measure each engine separately -- ChatGPT, Google AIO/AI Mode, Gemini, Perplexity behave differently and move on different schedules. Never blend engines into one number. Note that ChatGPT retrieval is Bing-index-based while Gemini/AIO use Google (see `skills/geo-ai-index-access/`) -- engine-level swings often trace back to index or pipeline changes.\n4. **Competitor set.** Fix 3-10 competitor domains per panel. Share-of-citation is meaningless without the denominator.\n5. **Instrumentation.** Where available, pull first-party data to corroborate: Bing WMT's AI Performance (Copilot) report (unlocked by `skills/geo-ai-index-access/`), and AI referral traffic in analytics.\n\n## Step 2: Metrics to Compute Per Run\n\n| Metric | Definition | Why |\n|---|---|---|\n| **Share-of-citation** | Your citations / all citations across the panel, per engine | The core metric; self-normalizing against platform volume swings (SparkToro) |\n| **Citation rate** | % of panel prompts where you are cited at all | Breadth of cluster coverage |\n| **Citation position** | Ordinal position of your citation within each answer | Position-1 citation gets ~4-5x the CTR of position 5 (⚠️ single vendor source, AuthorityTech Jun 2026 -- treat the magnitude as directional) |\n| **Turn-1 capture** | % of citations earned on opening questions vs follow-ups | Opening questions are 2.5-4x more likely to produce citations (Profound, 700K conversations, Feb 2026) -- panel prompts should mostly simulate turn-1 |\n| **Co-citation cluster** | Which domains are cited alongside yours | Citations travel in packs: a cited conversation carries ~6 unique citations on average (Profound, Feb 2026). Your cluster neighbors reveal who the engine considers your peer set |\n\n## Step 3: Co-Citation Cluster Analysis\n\n1. For every answer citing the site, record ALL cited domains, not just yours.\n2. Build the co-citation matrix: domain pairs that appear together across answers.\n3. Use it to:\n   - Identify the real competitive set (often not who the client expects -- .gov and institutional domains over-index in YMYL verticals).\n   - Spot pack-entry opportunities: if competitors A and B are consistently co-cited for a sub-query cluster and you are absent, that cluster is the build target for `skills/geo-fanout/`.\n   - Detect displacement early: your share stable but a new domain entering your cluster = future pressure.\n\n## Step 4: Reporting Without Overreacting\n\nRules for trend interpretation:\n\n1. **Never report raw citation counts as the headline.** Lead with share-of-citation and citation rate over the panel.\n2. **Annotate platform events.** Before attributing any movement to site work, check whether the whole panel moved. If all competitors' counts dropped together, the platform changed (like the >90% ChatGPT drop and rebound, Mar-Apr 2026, seoClarity Jun 2026) -- report it as a platform event, not a loss.\n3. **Use rolling windows.** Report 4-8 week rolling share, not week-over-week deltas. Google-side churn of 8-10x ChatGPT means weekly deltas on Google surfaces are mostly noise.\n4. **Demand persistence.** Treat a trend as real only if it holds across 3+ consecutive panel runs. Single-run spikes and drops are sampling variance plus platform churn.\n5. **Separate position from presence.** Losing position 1 while keeping citations is a different problem (title/slug gate -- see `skills/geo-fanout/`) than losing citations entirely (index/access -- see `skills/geo-ai-index-access/`).\n6. **Expect the YouTube lane to swing.** Video-citation share moved 50+ points in 3 months in YMYL tracking (BrightEdge, Jan 2026) -- report YouTube citations as their own series (see `skills/geo-youtube/`).\n\n---\n\n## Output Format\n\nGenerate a file called `GEO-MEASUREMENT-PANEL.md` (panel definition + latest results):\n\n```markdown\n# AI Visibility Panel: [Domain]\n\n**Panel Version:** [vN -- prompts frozen at definition]\n**Panel Size:** [N] prompts | **Competitors:** [list]\n**Cadence:** [weekly/biweekly] | **Engines:** [ChatGPT / AIO / AI Mode / Gemini / Perplexity]\n**Latest Run:** [Date] | **Runs to Date:** [N]\n\n---\n\n## Headline Metrics (Rolling 4-8 Week Window)\n\n| Engine | Share-of-Citation | Citation Rate | Avg Position | Trend (3+ runs?) |\n|---|---|---|---|---|\n| ChatGPT | [X]% | [X]% | [X.X] | [Up/Flat/Down -- persistent?] |\n| Google AIO | [X]% | [X]% | [X.X] | [...] |\n| Perplexity | [X]% | [X]% | [X.X] | [...] |\n\n## Platform-Event Log\n\n| Date | Engine | Event | Panel-Wide Impact |\n|---|---|---|---|\n| [date] | [engine] | [e.g., citation volume drop] | [all domains -X% = platform move, not site loss] |\n\n## Co-Citation Clusters\n\n| Sub-Query Cluster | Domains Cited With Us | Absent Competitor | Action |\n|---|---|---|---|\n| [cluster] | [domains] | [domain] | [fan-out build target / watch] |\n\n## Notes for Stakeholders\n\n- Raw counts are NOT reported as performance; share-of-citation is the metric (SparkToro).\n- Position-1 citations carry ~4-5x position-5 CTR (⚠️ single vendor source).\n- Trends require 3+ consecutive runs before action.\n```\n\n---\n\n## Related Skills\n\n- `skills/geo-fanout/` -- generates the panel's prompt set and consumes co-citation gap findings.\n- `skills/geo-ai-index-access/` -- a sudden citation-rate collapse to zero usually means an index/access failure, not a content problem; check gates first.\n- `skills/geo-youtube/` -- YouTube citations are a separate, high-volatility series.\n- `skills/geo-compare/` -- monthly delta reports should consume this skill's share-of-citation series rather than raw counts.\n","tagline":"Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actuall","category":"design-creative","tags":["agent-skill"],"author":"TheSmokeDev","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"TheSmokeDev/geo-skills","creatorName":"TheSmokeDev","creatorUrl":"https://github.com/TheSmokeDev","sourceUrl":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/thesmokedev-geo-measurement#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":22,"forks":6,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":32.93},"quality":{"score":60,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"22","tone":"neutral"},{"label":"Freshness","value":"4d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal","The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present."]},"trust":{"version":"trust-score-v5","score":57,"base_score":65,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. 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issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"4d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement"},{"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":62,"weight":0.07,"status":"info","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"fail","label":"GitHub adoption","detail":"22 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"22 stars, 6 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"4d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement"},{"status":"info","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","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; 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issue activity unavailable in current metadata"]},"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":"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":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","trust_score":57,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["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"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","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":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v5":{"version":"trust-score-v5","score":57,"base_score":65,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. 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issue activity unavailable in current metadata"]},"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":"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":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","trust_score":57,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["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"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","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":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":30,"weight":0.13,"status":"fail","detail":"22 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"22 stars, 6 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"4d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement"},{"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":62,"weight":0.07,"status":"info","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"fail","label":"GitHub adoption","detail":"22 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"22 stars, 6 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"4d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement"},{"status":"info","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","Install command has no obvious high-risk pattern"],"warnings":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"],"evidence":{"stars":"22 GitHub stars","repoActivity":"22 stars, 6 forks","lastPushed":"4d since push","license":"MIT","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","install":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","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","4d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"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":["design-creative","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":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"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":41,"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","41/100 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":"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","The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present."],"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","41/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","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},"blockers":[],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Permission surface: shell or command execution, filesystem or document access","High-risk permission hints: Shell or command execution","The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"],"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 geo-measurement before installing it in an agent workflow","design-creative","Research agents 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 TheSmokeDev/geo-skills --skill geo-measurement"]},{"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 TheSmokeDev/geo-skills --skill geo-measurement"]},{"id":"trust_score","label":"Trust score","status":"warn","score":65,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","22 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":73,"required_for_auto_install":true,"detail":"Needs review","evidence":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":41,"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":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"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":"4d since push","evidence":["4d since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":62,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem 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/thesmokedev-geo-measurement/evals","api":"/api/agent/evals?slug=thesmokedev-geo-measurement","text":"/api/agent/evals?slug=thesmokedev-geo-measurement&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"thesmokedev-geo-measurement","name":"geo-measurement","description":"Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming.","category":"design-creative","url":"https://www.openagentskill.com/skills/thesmokedev-geo-measurement","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","github_repo":"TheSmokeDev/geo-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","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 thesmokedev-geo-measurement"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"geo-measurement\" agent skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement. 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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 \"geo-measurement\" as a Claude Code skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement. 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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 \"geo-measurement\" from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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/thesmokedev-geo-measurement/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-measurement"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"22 GitHub stars","repoActivity":"22 stars, 6 forks","lastPushed":"4d since push","license":"MIT","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","install":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Usable metadata, review docs","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":["design-creative","agent-skill"],"known_risks":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"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":73,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"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":60,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"4d 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","The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Quality score needs review"],"agent_contract":{"task_input":"Use geo-measurement 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: 65/100 Manual review","Audit: 73/100 Needs review","Safety: 41/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"thesmokedev-geo-measurement (geo-measurement)","install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","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":"thesmokedev-geo-measurement","task":"Use geo-measurement 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/thesmokedev-geo-measurement","api":"https://www.openagentskill.com/api/agent/skills/thesmokedev-geo-measurement","audit":"https://www.openagentskill.com/skills/thesmokedev-geo-measurement/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=thesmokedev-geo-measurement&task=Use%20geo-measurement%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20geo-measurement%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20geo-measurement%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/thesmokedev-geo-measurement/install","manifest":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-measurement"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"thesmokedev-geo-measurement","name":"geo-measurement","description":"Volatility-aware AI-visibility measurement. 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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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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 \"geo-measurement\" as a Claude Code skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement. 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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 \"geo-measurement\" from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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/thesmokedev-geo-measurement/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-measurement"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"22 GitHub stars","repoActivity":"22 stars, 6 forks","lastPushed":"4d since push","license":"MIT","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","install":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Usable metadata, review docs","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":["design-creative","agent-skill"],"known_risks":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"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":73,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"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":60,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"4d 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","The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Quality score needs review"],"agent_contract":{"task_input":"Use geo-measurement 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: 65/100 Manual review","Audit: 73/100 Needs review","Safety: 41/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"thesmokedev-geo-measurement (geo-measurement)","install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","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":"thesmokedev-geo-measurement","task":"Use geo-measurement 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/thesmokedev-geo-measurement","api":"https://www.openagentskill.com/api/agent/skills/thesmokedev-geo-measurement","audit":"https://www.openagentskill.com/skills/thesmokedev-geo-measurement/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=thesmokedev-geo-measurement&task=Use%20geo-measurement%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20geo-measurement%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20geo-measurement%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/thesmokedev-geo-measurement/install","manifest":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-measurement"}},"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":"research-agents","title":"Research agents"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":22,"starsLabel":"22","forks":6,"license":"MIT","qualityScore":60,"trustScore":65,"auditScore":73},"maintenance":{"status":"fresh","label":"4d since push","daysSincePush":4,"lastPushedAt":"2026-09-03T13:13:04+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars"]},"coverageTags":["Research","Research agents","design-creative","agent-skill"]},"audit":{"audit_score":73,"risk_level":"needs_review","risk_label":"Needs review","quality_score":60,"trust_score":65,"maintenance_score":100,"security_score":76,"install_score":92,"warnings":["The skill references other skills in the pack (geo-fanout, geo-ai-index-access) that are not included in this submission, which may limit immediate usability if those are not present.","No explicit setup or installation instructions are provided, though the skill is primarily a methodology guide.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":9.53,"usage_score":0,"review_score":5.4,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"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"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"stacks":[{"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"},{"slug":"frontend-product-ui","title":"Frontend and UI","url":"https://www.openagentskill.com/collections/frontend-product-ui"}],"install":"npx skills add TheSmokeDev/geo-skills --skill geo-measurement","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 thesmokedev-geo-measurement","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 \"geo-measurement\" agent skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement. 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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 \"geo-measurement\" as a Claude Code skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement. 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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 \"geo-measurement\" from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement 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: Volatility-aware AI-visibility measurement. Designs fixed prompt panels, computes share-of-citation per engine, tracks citation position and turn-1 concentration, and reports trends without overreacting to structural platform swings. Use when measuring whether GEO work is actually increasing AI citations, or when monthly citation counts look alarming. 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\":\"thesmokedev-geo-measurement\",\"task\":\"Install geo-measurement\",\"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/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","github_repo":"TheSmokeDev/geo-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/thesmokedev-geo-measurement","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-measurement","api":"/api/agent/skills/thesmokedev-geo-measurement","install_api":"/api/skills/thesmokedev-geo-measurement/install"},"meta":{"created_at":"2026-09-06T14:46:53.142533+00:00","updated_at":"2026-09-06T14:46:53.239918+00:00","agent_friendly":true}}