{"slug":"agricidaniel-seo-cluster","name":"seo-cluster","description":"SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\".","long_description":"---\nname: seo-cluster\ndescription: >\n  SERP-based semantic topic clustering for content architecture planning. Groups\n  keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke\n  content clusters with internal link matrices, and generates interactive\n  visualizations. Optionally executes content creation if claude-blog is installed.\n  Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\",\n  \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\",\n  or \"cluster plan\".\nuser-invocable: true\nargument-hint: \"<seed-keyword or url>\"\nlicense: MIT\nmetadata:\n  author: AgriciDaniel\n  original_author: \"Lutfiya Miller (Pro Hub Challenge Winner)\"\n  version: \"2.2.5\"\n  category: seo\n---\n\n# Semantic Topic Clustering\n\nSERP-overlap-driven keyword clustering for content architecture. Groups keywords\nby how Google actually ranks them (shared top-10 results), not by text similarity.\nDesigns hub-and-spoke content clusters with internal link matrices and generates\ninteractive cluster map visualizations.\n\n**Scripts:** Located at the plugin root `scripts/` directory.\n\n---\n\n## Quick Reference\n\n| Command | What it does |\n|---------|-------------|\n| `/seo cluster plan <seed-keyword>` | Full planning workflow: expand, cluster, architect, visualize |\n| `/seo cluster plan --from strategy` | Import from existing `/seo plan` output |\n| `/seo cluster execute` | Execute plan: create content via claude-blog or output briefs |\n| `/seo cluster map` | Regenerate the interactive cluster visualization |\n\n---\n\n## Planning Workflow\n\n### Step 1: Seed Keyword Expansion\n\nExpand the seed keyword into 30-50 variants using WebSearch:\n\n1. **Related searches**: Search the seed, extract \"related searches\" and \"people also search for\"\n2. **People Also Ask (PAA)**: Extract all PAA questions from SERP results\n3. **Long-tail modifiers**: Append common modifiers: \"best\", \"how to\", \"vs\", \"for beginners\", \"tools\", \"examples\", \"guide\", \"template\", \"mistakes\", \"checklist\"\n4. **Question mining**: Generate who/what/when/where/why/how variants\n5. **Intent modifiers**: Add commercial modifiers: \"pricing\", \"review\", \"alternative\", \"comparison\", \"free\", \"top\"\n\n**Deduplication:** Normalize variants (lowercase, strip articles), remove exact duplicates.\nTarget: 30-50 unique keyword variants. If under 30, run a second expansion pass\nwith the top PAA questions as seeds.\n\n### Step 2: SERP Overlap Clustering\n\nThis is the core differentiator. Load `references/serp-overlap-methodology.md` for\nthe full algorithm.\n\n**Process:**\n1. Group keywords by initial intent guess (reduces pairwise comparisons)\n2. For each candidate pair within a group, WebSearch both keywords\n3. Count shared URLs in the top 10 organic results (ignore ads, featured snippets, PAA)\n4. Apply thresholds:\n\n| Shared Results | Relationship | Action |\n|---------------|-------------|--------|\n| 7-10 | Same post | Merge into single target page |\n| 4-6 | Same cluster | Group under same spoke cluster |\n| 2-3 | Interlink | Place in adjacent clusters, add cross-links |\n| 0-1 | Separate | Assign to different clusters or exclude |\n\n**Optimization:** With 40 keywords, full pairwise = 780 comparisons. Instead:\n- Pre-group by intent (4 groups of ~10 = 4 x 45 = 180 comparisons)\n- Only cross-check group boundary keywords\n- Skip pairs where both are long-tail variants of the same head term (assume same cluster)\n\n**DataForSEO integration:** If DataForSEO MCP is available, use `serp_organic_live_advanced`\ninstead of WebSearch for SERP data. Run `claude-seo run dataforseo_costs.py check serp_organic_live_advanced --count N`\nbefore each batch. If `\"status\": \"needs_approval\"`, show cost estimate and ask user.\nIf `\"status\": \"blocked\"`, fall back to WebSearch.\n\n### Step 3: Intent Classification\n\nClassify each keyword into one of four intent categories:\n\n| Intent | Signals | Include in Clusters? |\n|--------|---------|---------------------|\n| Informational | how, what, why, guide, tutorial, learn | Yes |\n| Commercial | best, top, review, comparison, vs, alternative | Yes |\n| Transactional | buy, price, discount, coupon, order, sign up | Yes |\n| Navigational | brand names, specific product names, login | No (exclude) |\n\nRemove navigational keywords from clustering. Flag borderline cases for\nmanual review. Keywords can have mixed intent (e.g., \"best CRM software\" is\nboth commercial and informational) -- classify by dominant intent.\n\n### Step 4: Hub-and-Spoke Architecture\n\nLoad `references/hub-spoke-architecture.md` for full specifications.\n\n**Design the cluster structure:**\n\n1. **Select the pillar keyword**: Highest volume, broadest intent, most SERP overlap with other keywords\n2. **Group spokes into clusters**: Each cluster is a subtopic area (2-5 clusters per pillar)\n3. **Assign posts to clusters**: Each cluster gets 2-4 spoke posts\n4. **Select templates per post**: Based on intent classification:\n\n| Intent Pattern | Template Options |\n|---------------|-----------------|\n| Informational (broad) | ultimate-guide |\n| Informational (how) | how-to |\n| Informational (list) | listicle |\n| Informational (concept) | explainer |\n| Commercial (compare) | comparison |\n| Commercial (evaluate) | review |\n| Commercial (rank) | best-of |\n| Transactional | landing-page |\n\n5. **Set word count targets:**\n   - Pillar page: 2500-4000 words\n   - Spoke posts: 1200-1800 words\n\n6. **Cannibalization check**: No two posts share the same primary keyword. If SERP\n   overlap is 7+, merge those keywords into a single post targeting both.\n\n### Step 5: Internal Link Matrix\n\nDesign the bidirectional linking structure:\n\n| Link Type | Direction | Requirement |\n|-----------|-----------|-------------|\n| Spoke to pillar | spoke -> pillar | Mandatory (every spoke) |\n| Pillar to spoke | pillar -> spoke | Mandatory (every spoke) |\n| Spoke to spoke (within cluster) | spoke <-> spoke | 2-3 links per post |\n| Cross-cluster | spoke -> spoke (other cluster) | 0-1 links per post |\n\n**Rules:**\n- Every post must have minimum 3 incoming internal links\n- No orphan pages (every post reachable from pillar in 2 clicks)\n- Anchor text must use target keyword or close variant (no \"click here\")\n- Link placement: within body content, not just navigation/sidebar\n\nGenerate the link matrix as a JSON adjacency list:\n```json\n{\n  \"links\": [\n    { \"from\": \"pillar\", \"to\": \"cluster-0-post-0\", \"type\": \"mandatory\", \"anchor\": \"keyword\" },\n    { \"from\": \"cluster-0-post-0\", \"to\": \"pillar\", \"type\": \"mandatory\", \"anchor\": \"keyword\" }\n  ]\n}\n```\n\n### Step 6: Interactive Cluster Map\n\nGenerate `cluster-map.html` using the template at `templates/cluster-map.html`.\n\n1. Read the template file\n2. Build the `CLUSTER_DATA` JSON object from the cluster plan:\n   ```javascript\n   {\n     pillar: { title, keyword, volume, template, wordCount, url },\n     clusters: [{ name, color, posts: [{ title, keyword, volume, template, wordCount, url, status }] }],\n     links: [{ from, to, type }],\n     meta: { totalPosts, totalClusters, totalLinks, estimatedWords }\n   }\n   ```\n3. Replace the `CLUSTER_DATA` placeholder in the template with the actual JSON\n4. Write the completed HTML file to the output directory\n5. Inform user: \"Open `cluster-map.html` in a browser to explore the interactive cluster map.\"\n\n---\n\n## Strategy Import\n\nWhen invoked with `--from strategy`:\n\n1. Look for the most recent `/seo plan` output in the current directory (search for\n   files matching `*SEO*Plan*`, `*strategy*`, `*content-strategy*`)\n2. Parse markdown tables for: keywords, page types, content pillars, URL structures\n3. Validate extracted data: check for duplicates, missing keywords, incomplete entries\n4. Enrich with SERP data: run SERP overlap analysis on extracted keywords\n5. Build cluster plan using the imported keywords as the starting set (skip Step 1)\n\nIf no strategy file is found, prompt the user: \"No existing SEO plan found in the\ncurrent directory. Run `/seo plan` first, or provide a seed keyword for fresh clustering.\"\n\n---\n\n## Execution Workflow\n\nWhen `/seo cluster execute` is invoked:\n\n### Check for claude-blog\n\n```\nTest: Does ~/.claude/skills/blog/SKILL.md exist?\n```\n\n**If claude-blog IS installed:**\n\n1. Load `references/execution-workflow.md` for the full algorithm\n2. Read `cluster-plan.json` from the current directory\n3. Check for resume state: scan output directory for already-written posts\n4. Execute in priority order: pillar first, then spokes by volume (highest first)\n5. For each post, invoke the `blog-write` skill with cluster context:\n   - Cluster role (pillar or spoke)\n   - Position in cluster (cluster index, post index)\n   - Target keyword and secondary keywords\n   - Template type and word count target\n   - Internal links to include (with anchors)\n   - Links to receive from future posts (placeholder markers)\n6. After each post is written, scan previous posts for backward link placeholders\n   and inject the new post's URL\n7. After all posts are written, generate the cluster scorecard\n\n**If claude-blog is NOT installed:**\n\n1. Generate detailed content briefs for each post in the cluster plan\n2. Each brief includes:\n   - Title and meta description\n   - Primary keyword and secondary keywords\n   - Template type and suggested structure (H2/H3 outline)\n   - Word count target\n   - Internal links to include (with anchor text)\n   - Key points to cover\n   - Competing pages to differentiate from\n3. Write briefs to `cluster-briefs/` directory as individual markdown files\n4. Inform user: \"Install [claude-blog](https://github.com/AgriciDaniel/claude-blog)\n   to auto-create content. Briefs saved to `cluster-briefs/`.\"\n\n---\n\n## Cluster Scorecard\n\nPost-execution quality report. Run automatically after `/seo cluster execute` or\non demand via analysis of the output directory.\n\n| Metric | Target | How Measured |\n|--------|--------|-------------|\n| Coverage | 100% | Posts written / posts planned |\n| Link Density | 3+ per post | Count internal links per post |\n| Orphan Pages | 0 | Posts with < 1 incoming link |\n| Cannibalization | 0 conflicts | Check for duplicate primary keywords |\n| Image Count | 1+ per post | Posts with at least one image |\n| Pillar Links | 100% | All spokes link to pillar and vice versa |\n| Cross-Links | 80%+ | Recommended spoke-to-spoke links implemented |\n| Content Gaps | 0 | Planned posts that were skipped or incomplete |\n\n---\n\n## Map Regeneration\n\nWhen `/seo cluster map` is invoked:\n\n1. Read `cluster-plan.json` from the current directory\n2. Scan output directory and update post statuses (planned vs written)\n3. Regenerate `cluster-map.html` with updated statuses\n4. Report: posts written vs planned, link completion percentage\n\n---\n\n## Output Files\n\nAll outputs are written to the current working directory:\n\n| File | Description |\n|------|-------------|\n| `cluster-plan.json` | Machine-readable cluster plan (full data) |\n| `cluster-plan.md` | Human-readable cluster plan summary |\n| `cluster-map.html` | Interactive SVG visualization |\n| `cluster-briefs/` | Content briefs (if no claude-blog) |\n| `cluster-scorecard.md` | Post-execution quality report |\n\n---\n\n## Cross-Skill Integration\n\n| Skill | Relationship |\n|-------|-------------|\n| `seo-plan` | Import source: strategy import reads seo-plan output |\n| `seo-content` | Quality check: E-E-A-T validation of generated content |\n| `seo-schema` | Schema markup: Article, BreadcrumbList, ItemList for cluster pages |\n| `seo-dataforseo` | Data source: SERP data when DataForSEO MCP is available |\n| `seo-google` | Reporting: generate PDF report of cluster plan and scorecard |\n\nAfter cluster planning or execution completes, offer:\n\"Generate a PDF report? Use `/seo google report`\"\n\n---\n\n## Error Handling\n\n| Error | Cause | Resolution |\n|-------|-------|------------|\n| \"No seed keyword provided\" | Missing argument | Prompt user for seed keyword or URL |\n| \"Insufficient keyword variants\" | Expansion yielded < 15 keywords | Run second expansion pass with PAA questions |\n| \"SERP data unavailable\" | WebSearch","tagline":"SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content c","category":"design-creative","tags":["agent-skill"],"author":"AgriciDaniel","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github candidate review","sourceDetail":"AgriciDaniel/claude-seo","creatorName":"AgriciDaniel","creatorUrl":"https://github.com/AgriciDaniel","sourceUrl":"https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/agricidaniel-seo-cluster#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. 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":88,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","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":89,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"10d 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","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"agent_contract":{"task_input":"Use seo-cluster 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: 84/100 Strong shortlist","Audit: 88/100 Needs review","Safety: 52/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-seo-cluster (seo-cluster)","install_command":"npx skills add AgriciDaniel/claude-seo --skill seo-cluster","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-seo-cluster","task":"Use seo-cluster 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-seo-cluster","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-seo-cluster","audit":"https://www.openagentskill.com/skills/agricidaniel-seo-cluster/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-seo-cluster&task=Use%20seo-cluster%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-cluster%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20seo-cluster%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-seo-cluster/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-cluster"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"agricidaniel-seo-cluster","name":"seo-cluster","description":"SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\".","category":"design-creative","url":"https://www.openagentskill.com/skills/agricidaniel-seo-cluster","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster","github_repo":"AgriciDaniel/claude-seo"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-seo --skill seo-cluster","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-seo-cluster"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"seo-cluster\" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster. 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: SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". 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-seo-cluster\",\"task\":\"Install seo-cluster\",\"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 \"seo-cluster\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster. 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: SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". 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-seo-cluster\",\"task\":\"Install seo-cluster\",\"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 \"seo-cluster\" from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster 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: SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". 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-seo-cluster\",\"task\":\"Install seo-cluster\",\"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-seo-cluster/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-cluster"},"trust":{"score":84,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 2.3K forks","lastPushed":"10d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster","install":"npx skills add AgriciDaniel/claude-seo --skill seo-cluster","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":["design-creative","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","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":88,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","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":89,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"10d 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","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"agent_contract":{"task_input":"Use seo-cluster 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: 84/100 Strong shortlist","Audit: 88/100 Needs review","Safety: 52/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-seo-cluster (seo-cluster)","install_command":"npx skills add AgriciDaniel/claude-seo --skill seo-cluster","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-seo-cluster","task":"Use seo-cluster 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-seo-cluster","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-seo-cluster","audit":"https://www.openagentskill.com/skills/agricidaniel-seo-cluster/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-seo-cluster&task=Use%20seo-cluster%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20seo-cluster%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20seo-cluster%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-seo-cluster/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-seo-cluster"}},"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":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","Browser agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add AgriciDaniel/claude-seo --skill seo-cluster","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":16033,"starsLabel":"16K","forks":2346,"license":"MIT","qualityScore":89,"trustScore":84,"auditScore":88},"maintenance":{"status":"fresh","label":"10d since push","daysSincePush":10,"lastPushedAt":"2026-08-26T12:16:22+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"]},"coverageTags":["Research","Research agents","design-creative","agent-skill"]},"audit":{"audit_score":88,"risk_level":"needs_review","risk_label":"Needs review","quality_score":89,"trust_score":84,"maintenance_score":100,"security_score":83,"install_score":92,"warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","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":29.44,"usage_score":0,"review_score":5.4,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","Browser agents"],"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":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"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":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add AgriciDaniel/claude-seo --skill seo-cluster","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-seo-cluster","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 \"seo-cluster\" agent skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster. 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: SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". 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-seo-cluster\",\"task\":\"Install seo-cluster\",\"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 \"seo-cluster\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster. 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: SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". 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-seo-cluster\",\"task\":\"Install seo-cluster\",\"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 \"seo-cluster\" from https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster 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: SERP-based semantic topic clustering for content architecture planning. Groups keywords by actual Google SERP overlap (not text similarity), designs hub-and-spoke content clusters with internal link matrices, and generates interactive visualizations. Optionally executes content creation if claude-blog is installed. Use when user says \"topic cluster\", \"content cluster\", \"semantic clustering\", \"pillar page\", \"hub and spoke\", \"content architecture\", \"keyword grouping\", or \"cluster plan\". 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-seo-cluster\",\"task\":\"Install seo-cluster\",\"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-seo/tree/main/skills/seo-cluster","github_repo":"AgriciDaniel/claude-seo","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/agricidaniel-seo-cluster","repository":"https://github.com/AgriciDaniel/claude-seo/tree/main/skills/seo-cluster","api":"/api/agent/skills/agricidaniel-seo-cluster","install_api":"/api/skills/agricidaniel-seo-cluster/install"},"meta":{"created_at":"2026-09-01T16:41:38.058138+00:00","updated_at":"2026-09-01T16:41:38.216996+00:00","agent_friendly":true}}