{"slug":"thesmokedev-geo-llmstxt","name":"geo-llmstxt","description":"Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site.","long_description":"---\nname: geo-llmstxt\ndescription: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site.\nallowed-tools:\n  - Read\n  - Grep\n  - Glob\n  - Bash\n  - WebFetch\n  - Write\n---\n\n# llms.txt Standard Analysis and Generation Skill\n\n## Purpose\n\nThis skill handles everything related to the `llms.txt` convention (proposed by Jeremy Howard in September 2024) -- a single Markdown file at the domain root that states your canonical business facts and points at your most important pages.\n\n**Positioning as of August 2026: llms.txt is a 30-minute anti-hallucination facts hedge, NOT an AI-visibility lever.** Do not sell it to clients as a ranking or citation play -- the evidence says it does not move citations:\n\n- **Google Search Central, 2026 (official):** \"You don't need to create new machine readable files... to appear in generative AI search.\" Google has stated plainly that no AI-specific file is required or rewarded.\n- **Zyppy meta-analysis of 54 studies (via digitalapplied.com, Jun 2026):** llms.txt scores **2.0 out of 10 -- the lowest of all 23 measured GEO factors**.\n- **SE Ranking (seranking.com/blog/llms-txt, Nov 2025):** found **zero correlation** between having an llms.txt file and AI citation/visibility.\n\n## What llms.txt Is Actually For\n\nWhat remains is real but modest. A well-crafted llms.txt is worth roughly 30 minutes of effort because it:\n\n1. **Reduces misrepresentation:** Key facts (pricing, features, locations, founding date) are stated explicitly in one place, reducing AI hallucination about your business when a system does consult the file.\n2. **Controls the narrative:** You choose which pages and facts are presented as canonical, rather than leaving inference to a crawler.\n3. **Costs almost nothing:** It is a single static Markdown file. There is no maintenance burden beyond updating it when facts change.\n\nWhat it does **not** do: improve rankings, increase citation rates, or substitute for indexation, crawlability, or content quality. Treat it as hygiene -- like a favicon or a humans.txt with a purpose -- and never present it in an audit as a visibility win.\n\n---\n\n## The llms.txt Specification\n\n### File Location\n\nThe file MUST be located at the root of the domain:\n```\nhttps://example.com/llms.txt\n```\n\n### Format Specification\n\nThe file uses Markdown formatting with specific conventions:\n\n```markdown\n# [Site Name]\n\n> [One-sentence description of what the site/business does. Keep under 200 characters.]\n\n## Docs\n\n- [Page Title](https://example.com/page-url): Concise description of what this page covers and why it matters.\n- [Another Page](https://example.com/another-page): Description of content.\n\n## Optional\n\n- [Less Critical Page](https://example.com/optional-page): Description.\n```\n\n### Detailed Format Rules\n\n**1. Title (Required)**\n```markdown\n# Site Name\n```\n- Must be the first line of the file.\n- Should be the official business/site name.\n- Use the H1 heading format (single `#`).\n\n**2. Description (Required)**\n```markdown\n> Brief description of the site/business\n```\n- Must appear immediately after the title.\n- Use Markdown blockquote format (`>`).\n- Keep under 200 characters.\n- Should clearly state what the business does and who it serves.\n- Avoid marketing fluff -- be factual and specific.\n\n**3. Main Sections (Required -- at least one)**\n\nUse H2 headings (`##`) to organize pages by category. Common section names:\n\n| Section Name | Purpose | Example Content |\n|---|---|---|\n| `## Docs` | Primary documentation or key pages | Product pages, service descriptions, core content |\n| `## Optional` | Secondary pages worth knowing about | Blog posts, supplementary resources |\n| `## API` | API documentation | API reference, authentication guides |\n| `## Blog` | Blog or news content | Recent/popular articles |\n| `## Products` | Product catalog | Product pages, pricing |\n| `## Services` | Service offerings | Service descriptions, process pages |\n| `## About` | Company information | About page, team, mission |\n| `## Resources` | Educational/reference content | Guides, tutorials, whitepapers |\n| `## Legal` | Legal documents | Terms of service, privacy policy |\n| `## Contact` | Contact information | Contact page, support channels |\n\n**4. Page Entries (Required)**\n\nEach entry follows the format:\n```markdown\n- [Page Title](URL): Description of page content\n```\n\nRules for page entries:\n- **Title:** Use the actual page title or a clear descriptive title.\n- **URL:** Must be a full, absolute URL (not relative paths).\n- **Description:** 10-30 words describing what the page covers. Be specific about the information available.\n- **Order:** List pages in order of importance within each section.\n- **Limit:** Include 10-30 page entries total. Prioritize your most authoritative and useful pages.\n\n**5. Key Facts Section (Recommended)**\n\n```markdown\n## Key Facts\n- Founded in [year] by [founder(s)]\n- Headquarters: [City, Country]\n- [X] customers/users in [Y] countries\n- Key products: [Product A], [Product B], [Product C]\n- Industry: [Industry classification]\n```\n\nThis section provides quick reference data that AI systems frequently need to answer user queries about your business.\n\n**6. Contact Section (Recommended)**\n\n```markdown\n## Contact\n- Website: https://example.com\n- Email: hello@example.com\n- Support: support@example.com\n- Phone: +1-555-123-4567\n- Address: 123 Main St, City, State, ZIP, Country\n```\n\n---\n\n## llms-full.txt (Extended Version)\n\nIn addition to `llms.txt`, sites can provide `/llms-full.txt` -- an extended version with more detail.\n\n**Differences from llms.txt:**\n\n| Feature | llms.txt | llms-full.txt |\n|---|---|---|\n| **Length** | Concise (50-150 lines) | Comprehensive (150-500+ lines) |\n| **Page entries** | 10-30 key pages | 30-100+ pages |\n| **Descriptions** | 10-30 words per entry | 30-100 words per entry, may include key facts from each page |\n| **Audience** | Quick AI comprehension | Deep AI analysis |\n| **Sections** | 3-6 sections | 8-15 sections |\n| **Key facts** | Business-level facts | Page-level facts and data points |\n\nBoth files can coexist. The convention is that AI systems that choose to consult llms.txt may optionally follow the link to `llms-full.txt` for deeper detail -- but note there is no evidence (as of Aug 2026) that major AI platforms fetch either file systematically, which is why this skill frames llms.txt as a facts hedge rather than a visibility lever.\n\n---\n\n## Analysis Mode\n\nWhen checking an existing llms.txt file:\n\n### Step 1: Fetch the File\n\n1. Use WebFetch to retrieve `[domain]/llms.txt`.\n2. Also check for `[domain]/llms-full.txt`.\n3. Record HTTP status code:\n   - **200:** File exists -- proceed to validation.\n   - **404:** File does not exist -- recommend generation.\n   - **403:** File exists but is blocked -- flag as misconfiguration.\n   - **301/302:** Redirect -- follow and note the redirect.\n\n### Step 2: Validate Format\n\nCheck each structural element:\n\n| Element | Check | Severity if Missing |\n|---|---|---|\n| H1 Title | Present, matches business name | Critical |\n| Blockquote description | Present, under 200 chars, factual | High |\n| At least one H2 section | Present | Critical |\n| Page entries with URLs | At least 5 entries present | High |\n| URLs are absolute | All URLs use full https:// paths | High |\n| URLs are valid | All URLs return 200 status | Medium |\n| Descriptions present | Every entry has a description after the colon | Medium |\n| Key Facts section | Present with business information | Medium |\n| Contact section | Present with at least email | Low |\n| Reasonable length | 30-200 lines | Low |\n| No broken Markdown | Proper formatting throughout | Medium |\n\n### Step 3: Assess Content Quality\n\nRate the llms.txt on these dimensions:\n\n**Completeness (0-100):**\n- Does it cover all major site sections visible in the navigation?\n- Are the most important/highest-traffic pages included?\n- Is the Key Facts section present with accurate business data?\n- Does it include recent/updated content?\n\n**Accuracy (0-100):**\n- Do descriptions accurately reflect page content?\n- Are URLs valid and pointing to the correct pages?\n- Are Key Facts verifiable and current?\n- Is the business description accurate?\n\n**Usefulness (0-100):**\n- Would an AI system understand the site's purpose from this file alone?\n- Are descriptions specific enough to differentiate pages?\n- Are the most citation-worthy pages highlighted?\n- Is the organization logical and intuitive?\n\n**Overall llms.txt Score** = (Completeness * 0.40) + (Accuracy * 0.35) + (Usefulness * 0.25)\n\n### Step 4: Compare Against Site Content\n\n1. Crawl the site's main navigation and sitemap.\n2. Identify important pages NOT listed in llms.txt.\n3. Check if any listed URLs are broken or redirected.\n4. Verify that the business description matches current homepage messaging.\n5. Flag stale entries (pages that have been significantly updated since the llms.txt was written).\n\n---\n\n## Generation Mode\n\nWhen creating a new llms.txt file from scratch:\n\n**Generator script:** `skills/geo/scripts/llmstxt_generator.py` automates the crawl-and-assemble flow below. Use it as the fast path for the facts hedge -- its output is a canonical-facts file to keep AI systems from hallucinating your basics, not a ranking play. Budget ~30 minutes total including review.\n\n### Step 1: Site Discovery\n\n1. Fetch the homepage and extract:\n   - Site name (from `<title>`, `<meta property=\"og:site_name\">`, or H1)\n   - Business description (from meta description or hero section)\n   - Main navigation links\n   - Footer links\n2. Fetch `/sitemap.xml` to discover all public pages.\n3. Identify the site's primary business type (SaaS, E-commerce, Local, Publisher, Agency).\n\n### Step 2: Page Prioritization\n\nCategorize all discovered pages and select the most important ones:\n\n**Always Include:**\n- Homepage\n- About / Company page\n- Pricing page (if exists)\n- Primary product/service pages (top 3-5)\n- Contact page\n- Documentation landing page (if exists)\n\n**Include if High Quality:**\n- Top blog posts (by apparent importance, recency, or comprehensiveness)\n- Case studies or customer stories\n- Key resource/guide pages\n- FAQ page\n- Careers page (for large companies)\n\n**Skip:**\n- Thin category/tag pages\n- Pagination pages\n- Login/signup pages\n- Legal boilerplate (unless specifically relevant)\n- Duplicate or near-duplicate content\n- Pages with minimal unique content\n\n### Step 3: Write Descriptions\n\nFor each selected page:\n\n1. Fetch the page content using WebFetch.\n2. Read the H1, meta description, and first 2-3 paragraphs.\n3. Write a description that:\n   - Is 10-30 words long\n   - States what information is on the page\n   - Mentions specific topics, data, or features covered\n   - Avoids marketing language (\"best,\" \"leading,\" \"revolutionary\")\n   - Uses factual, informative language\n\n**Good description examples:**\n- `Explains the three pricing tiers (Free, Pro, Enterprise) with feature comparison and annual/monthly costs.`\n- `Details the company's founding in 2018, team of 45 employees, and office locations in Austin and London.`\n- `Covers integration setup for Slack, Salesforce, and HubSpot with step-by-step guides and API endpoints.`\n\n**Bad description examples:**\n- `Our amazing pricing page!` (marketing language, no specifics)\n- `Learn more about our company.` (too vague)\n- `Click here for details.` (not descriptive)\n\n### Step 4: Compile Key Facts\n\nGather key business facts from the site:\n\n- Year founded\n- Founder name(s)\n- Headquarters location\n- Number of employees (if public)\n- Number of customers/users (if public)\n- Key products or services (list top 3-5)\n- Industry classification\n- Notable clients or partnerships (if public)\n- Key differentiators (what makes this business unique)\n- Recent milesto","tagline":"Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or gen","category":"business","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-llmstxt","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/thesmokedev-geo-llmstxt#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":32.78},"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":"3d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal"]},"trust":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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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":["business","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","trust_score":63,"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":["business","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":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"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":71,"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":"3d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt"},{"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":48,"weight":0.07,"status":"warn","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-llmstxt"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","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":"3d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","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-llmstxt"},{"status":"pass","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":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"evidence":{"stars":"22 GitHub stars","repoActivity":"22 stars, 6 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt","install":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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"},"installReadiness":{"ready":true,"command":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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","3d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","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":["business","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":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","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"]},"outcome_stats":null,"safety":{"score":48,"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","48/100 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"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Permission surface may require sandboxing"],"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","48/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":66,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, filesystem or document access"],"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.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"],"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-llmstxt before installing it in an agent workflow","business","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-llmstxt"]},{"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-llmstxt"]},{"id":"trust_score","label":"Trust score","status":"warn","score":71,"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":76,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":48,"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":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"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":"3d since push","evidence":["3d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"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-llmstxt/evals","api":"/api/agent/evals?slug=thesmokedev-geo-llmstxt","text":"/api/agent/evals?slug=thesmokedev-geo-llmstxt&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"thesmokedev-geo-llmstxt","name":"geo-llmstxt","description":"Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). 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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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt\" as a Claude Code skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt. 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt\" from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-llmstxt"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"22 GitHub stars","repoActivity":"22 stars, 6 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt","install":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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":["business","agent-skill"],"known_risks":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","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":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":60,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use geo-llmstxt 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: 71/100 Manual review","Audit: 76/100 Needs review","Safety: 48/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"thesmokedev-geo-llmstxt (geo-llmstxt)","install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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-llmstxt","task":"Use geo-llmstxt 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-llmstxt","api":"https://www.openagentskill.com/api/agent/skills/thesmokedev-geo-llmstxt","audit":"https://www.openagentskill.com/skills/thesmokedev-geo-llmstxt/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=thesmokedev-geo-llmstxt&task=Use%20geo-llmstxt%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20geo-llmstxt%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20geo-llmstxt%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/thesmokedev-geo-llmstxt/install","manifest":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-llmstxt"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"thesmokedev-geo-llmstxt","name":"geo-llmstxt","description":"Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site.","category":"business","url":"https://www.openagentskill.com/skills/thesmokedev-geo-llmstxt","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt","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","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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-llmstxt"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"geo-llmstxt\" agent skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt. 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt\" as a Claude Code skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt. 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt\" from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-llmstxt"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"22 GitHub stars","repoActivity":"22 stars, 6 forks","lastPushed":"3d since push","license":"MIT","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt","install":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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":["business","agent-skill"],"known_risks":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","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":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":60,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use geo-llmstxt 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: 71/100 Manual review","Audit: 76/100 Needs review","Safety: 48/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"thesmokedev-geo-llmstxt (geo-llmstxt)","install_command":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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-llmstxt","task":"Use geo-llmstxt 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-llmstxt","api":"https://www.openagentskill.com/api/agent/skills/thesmokedev-geo-llmstxt","audit":"https://www.openagentskill.com/skills/thesmokedev-geo-llmstxt/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=thesmokedev-geo-llmstxt&task=Use%20geo-llmstxt%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20geo-llmstxt%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20geo-llmstxt%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/thesmokedev-geo-llmstxt/install","manifest":"https://www.openagentskill.com/api/registry/manifest/thesmokedev-geo-llmstxt"}},"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":"document-processing","title":"Document processing"},{"slug":"sales-crm","title":"Sales and CRM"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":22,"starsLabel":"22","forks":6,"license":"MIT","qualityScore":60,"trustScore":71,"auditScore":76},"maintenance":{"status":"fresh","label":"3d since push","daysSincePush":3,"lastPushedAt":"2026-09-03T13:13:04+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars"]},"coverageTags":["Research","Research agents","business","agent-skill"]},"audit":{"audit_score":76,"risk_level":"needs_review","risk_label":"Needs review","quality_score":60,"trust_score":71,"maintenance_score":100,"security_score":79,"install_score":92,"warnings":["Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 22 GitHub stars","Stars/forks activity: 22 stars, 6 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":9.53,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"sales-crm","title":"Sales and CRM","url":"https://www.openagentskill.com/use-cases/sales-crm"},{"slug":"legal-compliance","title":"Legal and compliance","url":"https://www.openagentskill.com/use-cases/legal-compliance"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"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"}],"install":"npx skills add TheSmokeDev/geo-skills --skill geo-llmstxt","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-llmstxt","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-llmstxt\" agent skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt. 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt\" as a Claude Code skill from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt. 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt\" from https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt 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: Analyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site. 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-llmstxt\",\"task\":\"Install geo-llmstxt\",\"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-llmstxt","github_repo":"TheSmokeDev/geo-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/thesmokedev-geo-llmstxt","repository":"https://github.com/TheSmokeDev/geo-skills/tree/main/skills/geo-llmstxt","api":"/api/agent/skills/thesmokedev-geo-llmstxt","install_api":"/api/skills/thesmokedev-geo-llmstxt/install"},"meta":{"created_at":"2026-09-06T14:46:45.510947+00:00","updated_at":"2026-09-06T14:46:45.597495+00:00","agent_friendly":true}}