{"slug":"agricidaniel-blog-geo","name":"blog-geo","description":"AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\".","long_description":"---\nname: blog-geo\ndescription: >\n  AI citation readiness audit as part of SEO, covering classic Google search\n  and AI search surfaces together. Use whenever the user wants their content\n  to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot,\n  You.com, Google AI Overviews, or Google AI Mode. AI citation optimization\n  audit scoring blog posts for major answer surfaces. Evaluates\n  passage-level citability, Q&A formatting, entity clarity, structured\n  data, and AI crawler accessibility. Generates citation capsules and a\n  0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai\n  citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity\n  optimization\", \"chatgpt citation\".\nuser-invokable: true\nargument-hint: \"<file-path>\"\nlicense: MIT\n---\n\n# Blog GEO: AI Citation Optimization Audit\n\nScores blog posts for AI citation readiness across ChatGPT, Perplexity, Claude,\nGemini, Copilot, You.com, Google AI Overviews, and Google AI Mode as one SEO\nworkflow, not a separate discipline. Generates citation capsules and a 0-100 AI\nCitation Readiness score with platform-specific recommendations.\n\nGoogle's 2026-05-15 guidance frames generative-AI optimization as SEO: no\nspecial markup, llms.txt requirement, or separate GEO/AEO playbook is required\nfor Google visibility. Use GEO/AEO as shorthand labels only.\n\n## Cross-reference\n\nThis skill covers FLOW surface 3 (AI assistant citations: ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com) and contributes to surface 2 (SERP plus AI Overviews). Surface mapping: `skills/blog/references/flow-alignment.md`.\n\nFor directly relevant AI-citation prompts (AI-supporting-pages-rewrite-prompt, ai-detector-test, ChatGPT discovery, visibility prompts), see `/blog flow optimize`.\n\n## Evidence Discipline\n\nUse numeric AI-citation benchmarks only when the report includes a source block\nwith URL, publisher, methodology, sample size, engine or version, query class,\nretrieval date, and expiry date. If any field is missing, label the benchmark as\ndirectional or remove the number. Default heuristics:\n\n- Self-contained 120-180 word answer passages are a practitioner heuristic.\n- Comparison tables with semantic headers may improve extractability, but do not\n  cite an uplift without a dated source block.\n- AI Overviews coverage is methodology-dependent: cite a dated range, not a\n  fixed point.\n\n## Audit Process\n\n### Step 1: Read Content\n\nExtract from the blog post:\n- Full content text and word count\n- Heading structure (H1, H2, H3 hierarchy)\n- Individual paragraphs and their word counts\n- FAQ sections (if present)\n- Schema markup (JSON-LD, microdata, RDFa)\n- robots.txt mentions or meta robots directives\n- Any TL;DR or summary boxes\n- Comparison tables and their HTML structure\n- Numbered/ordered lists\n- Definition-style formatting\n\n### Step 2: Passage-Level Citability (4 pts)\n\nCheck each section between headings for AI-extractable passages:\n\n| Check | Criteria |\n|-------|----------|\n| Word count | Each section contains 120-180 word self-contained passages |\n| Context independence | Each passage makes sense extracted from surrounding context |\n| Claim structure | Passages contain: specific claim + supporting evidence + source attribution |\n| Completeness | Passage answers a question without requiring reader to read adjacent sections |\n\n**Scoring:** Count passages meeting all criteria vs total sections.\n- 4 pts: 80%+ sections have citable passages\n- 3 pts: 60-79%\n- 2 pts: 40-59%\n- 1 pt: 20-39%\n- 0 pts: <20%\n\n### Step 3: Q&A Formatting (3 pts)\n\nCheck heading format and answer structure:\n\n| Check | Criteria |\n|-------|----------|\n| Question headings | 60-70% of H2s are phrased as questions |\n| Answer-first format | Opening paragraph under each H2 provides a direct answer |\n| FAQ section | Dedicated FAQ section with structured question-answer pairs |\n\n**Scoring:**\n- 3 pts: All three criteria met\n- 2 pts: Two criteria met\n- 1 pt: One criterion met\n- 0 pts: None met\n\n### Step 4: Entity Clarity (3 pts)\n\nCheck topic consistency and disambiguation:\n\n| Check | Criteria |\n|-------|----------|\n| Canonical topic | One unambiguous primary topic per page |\n| Consistent naming | Same entity name used throughout (no confusing synonyms) |\n| Intro statement | Clear topic statement in the introduction paragraph |\n| Title-content match | Title accurately reflects the content focus |\n\n**Scoring:**\n- 3 pts: All four criteria met\n- 2 pts: Three criteria met\n- 1 pt: One or two criteria met\n- 0 pts: None met\n\n### Step 5: Content Structure for Extraction (3 pts)\n\nCheck for AI-extractable content patterns:\n\n| Check | Criteria |\n|-------|----------|\n| TL;DR box | 40-60 word standalone summary present at top |\n| Comparison tables | Tables with semantic headers such as `<thead>` or clear column labels |\n| Ordered lists | Numbered lists for processes and step-by-step instructions |\n| Definition formatting | Key terms formatted with clear definition patterns |\n| Citation capsules | 40-60 word definitive statements in each major section |\n\n**Scoring:**\n- 3 pts: 4-5 elements present\n- 2 pts: 3 elements present\n- 1 pt: 1-2 elements present\n- 0 pts: None present\n\n### Step 6: AI Crawler Accessibility (2 pts)\n\nCheck technical requirements for AI crawler indexing:\n\n| Check | Criteria |\n|-------|----------|\n| Static HTML | Content rendered in static HTML, not behind JavaScript |\n| Google visibility | Normal crawlability and indexability for Googlebot. No special GEO/AEO file or markup is required for Google AI features |\n| Non-Google AI crawlers | If the site wants visibility in non-Google answer engines, check robots.txt treatment for GPTBot, ChatGPT-User, ClaudeBot, PerplexityBot, and related documented crawlers |\n| Schema in HTML | Schema markup in static HTML, not JS-injected |\n| Page size | Reasonable page size within AI crawler limits |\n\n**Scoring:**\n- 2 pts: Google crawlability/indexability is clean, and selected non-Google\n  crawler policies match the site's stated goals\n- 1 pt: Google is indexable but one selected non-Google crawler or rendering\n  check needs review\n- 0 pts: Google crawling/indexing is blocked or multiple selected crawlers are\n  unintentionally blocked\n\n### Step 7: Platform-Specific Analysis\n\nEvaluate the post for each AI platform's citation preferences:\n\n#### ChatGPT\n- Favors \"Best X\" listicles (43.8% of citations)\n- Prefers well-cited, authoritative content\n- Recency matters: recent updates get priority\n- Domain authority influences citation likelihood\n\n#### Perplexity\n- Often favors fresh, source-dense, community-validated content. Verify with\n  current logs or tooling before claiming a citation window.\n\n#### Google AI Overviews\n- Follow Google's normal SEO guidance: make content helpful, crawlable,\n  indexable, and eligible for snippets. No special GEO/AEO markup or llms.txt is\n  required for Google visibility.\n- Prefers content that already ranks well organically, but verify any numeric\n  claims with dated source blocks.\n\n#### Google AI Mode\n- Treat separately from AI Overviews in reports. Emphasize normal Search\n  eligibility, clear page purpose, accessible text, and consistency between\n  visible content and structured data.\n\n#### Claude, Gemini, Copilot, and You.com\n- Evaluate content clarity, source accessibility, freshness, and whether robots\n  policy intentionally allows or blocks each crawler where documented.\n- Use engine-specific recommendations only when current docs, logs, or test\n  results are available.\n\nFor each platform, provide:\n- Current citability rating (High / Medium / Low)\n- Specific improvements to increase citation likelihood\n- Content format recommendations\n\n### Step 8: Generate Citation Capsules\n\nFor each H2 section in the post, write a citation capsule:\n\n- **Length**: 40-60 words, self-contained\n- **Structure**: Specific claim + data point + source attribution\n- **Purpose**: A passage AI could directly quote as a citation\n- **Format**: Present as a suggested addition the author can embed\n\nExample:\n```\nAccording to [Source], [specific claim with number]. This represents\n[context/comparison], making it [significance]. [Supporting detail\nthat reinforces the claim].\n```\n\nGenerate one capsule per H2 section. Label each with the section heading\nit belongs under.\n\n### Step 9: Calculate AI Citation Readiness Score (0-100)\n\nMap the 15-point subcategory scores to a 0-100 display score:\n\n| Category | Raw Points | Display Weight | Max Display Score |\n|----------|-----------|----------------|-------------------|\n| Passage-Level Citability | /4 | x6.75 | 27 |\n| Q&A Formatting | /3 | x6.67 | 20 |\n| Entity Clarity | /3 | x6.67 | 20 |\n| Content Structure | /3 | x6.67 | 20 |\n| AI Crawler Accessibility | /2 | x6.5 | 13 |\n| **Total** | **/15** | | **100** |\n\nRating thresholds:\n- 90-100: Excellent: highly citable by AI systems\n- 70-89: Good: citable with minor improvements\n- 50-69: Needs Work: significant gaps in citability\n- Below 50: Poor: major restructuring needed\n\n### Step 10: Generate Report\n\nOutput the following report:\n\n```\n## AI Citation Readiness Report: [Title]\n\n**AI Citation Readiness Score: [X]/100**: [Rating]\n\n### Score Breakdown\n| Category | Raw | Display | Max |\n|----------|-----|---------|-----|\n| Passage-Level Citability | X/4 | X | 27 |\n| Q&A Formatting | X/3 | X | 20 |\n| Entity Clarity | X/3 | X | 20 |\n| Content Structure | X/3 | X | 20 |\n| AI Crawler Accessibility | X/2 | X | 13 |\n| **Total** | **X/15** | **X** | **100** |\n\n### Per-Section Citability Analysis\n| Section (H2) | Word Count | Self-Contained | Claim+Evidence | Citable |\n|---------------|-----------|----------------|----------------|---------|\n| [heading] | [N] | Yes/No | Yes/No | Yes/No |\n\n### Platform-Specific Optimization\n#### ChatGPT\n- [specific recommendations]\n\n#### Perplexity\n- [specific recommendations]\n\n#### Google AI Overviews\n- [specific recommendations]\n\n#### Google AI Mode\n- [specific recommendations]\n\n#### Claude / Gemini / Copilot / You.com\n- [specific recommendations]\n\n### Generated Citation Capsules\n\n#### [H2 Section 1]\n> [40-60 word citation capsule]\n\n#### [H2 Section 2]\n> [40-60 word citation capsule]\n\n### Technical Recommendations\n- [ ] [Technical fix with specifics]\n\n### Priority Action Items\n1. [Most impactful improvement]\n2. [Second most impactful]\n3. [Third most impactful]\n\nRun `/blog analyze <file>` for full content quality scoring.\n```\n\n### Optional: Search Performance Context (blog-google)\n\nIf blog-google credentials include Tier 1 (GSC) and the post has a published URL:\n\n1. Query GSC by page and query dimensions, then filter rows to the URL:\n   `python3 skills/blog-google/scripts/run.py gsc_query --property <property> --dimensions query,page --json`\n2. Add to platform-specific analysis:\n   - Current impressions, clicks, CTR, average position\n   - Search queries driving traffic to this URL\n3. Check indexation: `python3 skills/blog-google/scripts/run.py gsc_inspect <url> --json`\n4. Report indexation status, canonical selection, mobile usability.\n5. If skipped, report `SKIPPED: credentials unavailable` or\n   `SKIPPED: unpublished URL`.\n\n### Optional: AI Citation Probability Score\n\nFor a per-engine likelihood that the post gets cited by AI answer engines (distinct\nfrom the 15-point AI Citation Readiness category scored by `/blog analyze`), run:\n\n```bash\npython3 scripts/ai_citation_score.py <file> --format markdown\n```\n\nIt returns a 0-100 overall score plus per-engine subscores for Google AI Overview,\nPerplexity, and ChatGPT, a factor breakdown, and up to three highest-impact fixes.\n","tagline":"AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation ","category":"security","tags":["agent-skill"],"author":"AgriciDaniel","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"AgriciDaniel/claude-blog","creatorName":"AgriciDaniel","creatorUrl":"https://github.com/AgriciDaniel","sourceUrl":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/agricidaniel-blog-geo#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":2016,"forks":333,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":46.23},"quality":{"score":80,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"2.0K","tone":"positive"},{"label":"Freshness","value":"8d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":74,"base_score":82,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\".","category":"security","url":"https://www.openagentskill.com/skills/agricidaniel-blog-geo","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","github_repo":"AgriciDaniel/claude-blog"},"suited_tasks":["RAG and knowledge workflows","Claude Code teams","teams that value GitHub adoption signals","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","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 agricidaniel-blog-geo"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"blog-geo\" agent skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo. 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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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 \"blog-geo\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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 \"blog-geo\" from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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/agricidaniel-blog-geo/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-geo"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2.0K GitHub stars","repoActivity":"2.0K stars, 333 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","install":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document 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":["security","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":85,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","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":80,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","maintenance":"8d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","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","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use blog-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: 82/100 Strong shortlist","Audit: 85/100 Needs review","Safety: 53/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-blog-geo (blog-geo)","install_command":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","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":"agricidaniel-blog-geo","task":"Use blog-geo 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/agricidaniel-blog-geo","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-blog-geo","audit":"https://www.openagentskill.com/skills/agricidaniel-blog-geo/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-blog-geo&task=Use%20blog-geo%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20blog-geo%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20blog-geo%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-blog-geo/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-geo"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"agricidaniel-blog-geo","name":"blog-geo","description":"AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\".","category":"security","url":"https://www.openagentskill.com/skills/agricidaniel-blog-geo","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","github_repo":"AgriciDaniel/claude-blog"},"suited_tasks":["RAG and knowledge workflows","Claude Code teams","teams that value GitHub adoption signals","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","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 agricidaniel-blog-geo"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"blog-geo\" agent skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo. 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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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 \"blog-geo\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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 \"blog-geo\" from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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/agricidaniel-blog-geo/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-geo"},"trust":{"score":82,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2.0K GitHub stars","repoActivity":"2.0K stars, 333 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","install":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document 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":["security","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":85,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","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":80,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","maintenance":"8d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","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","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use blog-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: 82/100 Strong shortlist","Audit: 85/100 Needs review","Safety: 53/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-blog-geo (blog-geo)","install_command":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","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":"agricidaniel-blog-geo","task":"Use blog-geo 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/agricidaniel-blog-geo","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-blog-geo","audit":"https://www.openagentskill.com/skills/agricidaniel-blog-geo/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-blog-geo&task=Use%20blog-geo%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20blog-geo%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20blog-geo%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-blog-geo/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-geo"}},"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":"RAG and knowledge","description":"I need my agent to build a RAG workflow over documents and retrieve reliable context.","useCases":[{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"research-agents","title":"Research agents"},{"slug":"web-scraping","title":"Web scraping"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":2016,"starsLabel":"2.0K","forks":333,"license":"MIT","qualityScore":80,"trustScore":82,"auditScore":85},"maintenance":{"status":"fresh","label":"8d since push","daysSincePush":8,"lastPushedAt":"2026-08-28T04:26:07+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access","Needs review"]},"coverageTags":["Research","RAG and knowledge","security","agent-skill"]},"audit":{"audit_score":85,"risk_level":"needs_review","risk_label":"Needs review","quality_score":80,"trust_score":82,"maintenance_score":100,"security_score":83,"install_score":92,"warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":23.13,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"}],"stacks":[{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"}],"install":"npx skills add AgriciDaniel/claude-blog --skill blog-geo","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 agricidaniel-blog-geo","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 \"blog-geo\" agent skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo. 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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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 \"blog-geo\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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 \"blog-geo\" from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-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: AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says \"geo\", \"ai citation\", \"ai optimization\", \"citation audit\", \"aeo\", \"perplexity optimization\", \"chatgpt citation\". 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\":\"agricidaniel-blog-geo\",\"task\":\"Install blog-geo\",\"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/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","github_repo":"AgriciDaniel/claude-blog","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/agricidaniel-blog-geo","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-geo","api":"/api/agent/skills/agricidaniel-blog-geo","install_api":"/api/skills/agricidaniel-blog-geo/install"},"meta":{"created_at":"2026-09-02T03:42:29.038434+00:00","updated_at":"2026-09-02T03:42:29.115185+00:00","agent_friendly":true}}