{"eval":{"version":"openagentskill-skill-eval-v1","slug":"affitor-keyword-cluster-architect","name":"keyword-cluster-architect","generated_at":"2026-09-06T07:49:09.750Z","task_input":"Evaluate keyword-cluster-architect before installing it in an AI agent workflow","status":"review","score":74,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Marketing and growth workflows","Claude Code teams","teams that value GitHub adoption signals","Collect channel signals","Prioritize opportunities","Draft structured campaign assets","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add Affitor/affiliate-skills --skill keyword-cluster-architect","ready":true,"policy":"review","safety_label":"Avoid automatic install","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 affitor-keyword-cluster-architect"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"keyword-cluster-architect\" agent skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect. 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: Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\". 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\":\"affitor-keyword-cluster-architect\",\"task\":\"Install keyword-cluster-architect\",\"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 \"keyword-cluster-architect\" as a Claude Code skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect. 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: Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\". 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\":\"affitor-keyword-cluster-architect\",\"task\":\"Install keyword-cluster-architect\",\"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 \"keyword-cluster-architect\" from https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect 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: Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\". 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\":\"affitor-keyword-cluster-architect\",\"task\":\"Install keyword-cluster-architect\",\"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."}]},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect","install":"npx skills add Affitor/affiliate-skills --skill keyword-cluster-architect","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Quality score needs review"]},"safety_gate":{"score":53,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"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":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Quality score needs review"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate keyword-cluster-architect before installing it in an AI agent workflow","research","Marketing and growth workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add Affitor/affiliate-skills --skill keyword-cluster-architect"]},{"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 Affitor/affiliate-skills --skill keyword-cluster-architect"]},{"id":"trust_score","label":"Trust score","status":"warn","score":80,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","639 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":81,"required_for_auto_install":true,"detail":"Needs review","evidence":["Quality score needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":53,"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":94,"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":88,"required_for_auto_install":false,"detail":"3mo since push","evidence":["3mo since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":64,"required_for_auto_install":true,"detail":"shell or command execution, database access","evidence":["Shell or command execution: high","Network access: medium","Database access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["yanliudesign-mono-color-skill","mvanhorn-last30days-skill","imbad0202-academic-research-skills","assafelovic-gpt-researcher"]}],"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","Permission surface: shell or command execution, database access","High-risk permission hints: Shell or command execution","Quality score needs review"],"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."],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Quality score needs review","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"],"alternatives":[{"slug":"yanliudesign-mono-color-skill","name":"mono-color","url":"https://www.openagentskill.com/skills/yanliudesign-mono-color-skill","stars":1919,"install_command":"npx skills add yanliudesign/mono-color-skill --skill mono-color","trust_score":85,"audit_score":93},{"slug":"mvanhorn-last30days-skill","name":"Last30days Skill","url":"https://www.openagentskill.com/skills/mvanhorn-last30days-skill","stars":60956,"install_command":"npx skills add mvanhorn/last30days-skill -g","trust_score":94,"audit_score":95},{"slug":"imbad0202-academic-research-skills","name":"Academic Research Skills","url":"https://www.openagentskill.com/skills/imbad0202-academic-research-skills","stars":38374,"install_command":"npx skills add Imbad0202/academic-research-skills","trust_score":89,"audit_score":91},{"slug":"assafelovic-gpt-researcher","name":"GPT Researcher","url":"https://www.openagentskill.com/skills/assafelovic-gpt-researcher","stars":27966,"install_command":"npx skills add assafelovic/gpt-researcher","trust_score":85,"audit_score":90}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"affitor-keyword-cluster-architect","name":"keyword-cluster-architect","description":"Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\".","category":"research","url":"https://www.openagentskill.com/skills/affitor-keyword-cluster-architect","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect","github_repo":"Affitor/affiliate-skills"},"suited_tasks":["Marketing and growth workflows","Claude Code teams","teams that value GitHub adoption signals","Collect channel signals","Prioritize opportunities","Draft structured campaign assets","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add Affitor/affiliate-skills --skill keyword-cluster-architect","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 affitor-keyword-cluster-architect"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"keyword-cluster-architect\" agent skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect. 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: Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\". 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\":\"affitor-keyword-cluster-architect\",\"task\":\"Install keyword-cluster-architect\",\"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 \"keyword-cluster-architect\" as a Claude Code skill from https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect. 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: Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\". 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\":\"affitor-keyword-cluster-architect\",\"task\":\"Install keyword-cluster-architect\",\"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 \"keyword-cluster-architect\" from https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect 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: Map 50-200+ keywords into topical clusters for SEO domination. Build content roadmaps for topical authority. Triggers on: \"keyword research\", \"keyword clustering\", \"topical authority\", \"keyword map\", \"keyword strategy\", \"content roadmap for SEO\", \"keyword grouping\", \"topic clusters\", \"SEO keyword plan\", \"map my keywords\", \"keyword cluster\", \"hub and spoke content\", \"build topical authority\", \"SEO content plan\", \"keyword universe\". 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\":\"affitor-keyword-cluster-architect\",\"task\":\"Install keyword-cluster-architect\",\"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/affitor-keyword-cluster-architect/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/affitor-keyword-cluster-architect"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"639 GitHub stars","repoActivity":"639 stars, 199 forks","lastPushed":"3mo since push","license":"MIT","repository":"https://github.com/Affitor/affiliate-skills/tree/main/skills/blog/keyword-cluster-architect","install":"npx skills add Affitor/affiliate-skills --skill keyword-cluster-architect","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, database 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":["research","affiliate-marketing","blogging","seo","content-writing","keywords"],"known_risks":["Quality score needs review"]},"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":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Quality score needs review"]},"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":73,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"3mo since push","risk":"Needs review"},"alternative_skills":[{"slug":"yanliudesign-mono-color-skill","name":"mono-color","url":"https://www.openagentskill.com/skills/yanliudesign-mono-color-skill","stars":1919,"install_command":"npx skills add yanliudesign/mono-color-skill --skill mono-color","trust_score":85,"audit_score":93},{"slug":"mvanhorn-last30days-skill","name":"Last30days Skill","url":"https://www.openagentskill.com/skills/mvanhorn-last30days-skill","stars":60956,"install_command":"npx skills add mvanhorn/last30days-skill -g","trust_score":94,"audit_score":95},{"slug":"imbad0202-academic-research-skills","name":"Academic Research Skills","url":"https://www.openagentskill.com/skills/imbad0202-academic-research-skills","stars":38374,"install_command":"npx skills add Imbad0202/academic-research-skills","trust_score":89,"audit_score":91},{"slug":"assafelovic-gpt-researcher","name":"GPT Researcher","url":"https://www.openagentskill.com/skills/assafelovic-gpt-researcher","stars":27966,"install_command":"npx skills add assafelovic/gpt-researcher","trust_score":85,"audit_score":90}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Quality score needs review","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"],"agent_contract":{"task_input":"Evaluate keyword-cluster-architect before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 80/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 53/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"affitor-keyword-cluster-architect (keyword-cluster-architect)","install_command":"npx skills add Affitor/affiliate-skills --skill keyword-cluster-architect","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":"affitor-keyword-cluster-architect","task":"Evaluate keyword-cluster-architect before installing it in an AI 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/affitor-keyword-cluster-architect","api":"https://www.openagentskill.com/api/agent/skills/affitor-keyword-cluster-architect","audit":"https://www.openagentskill.com/skills/affitor-keyword-cluster-architect/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=affitor-keyword-cluster-architect&task=Evaluate%20keyword-cluster-architect%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20keyword-cluster-architect%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20keyword-cluster-architect%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/affitor-keyword-cluster-architect/install","manifest":"https://www.openagentskill.com/api/registry/manifest/affitor-keyword-cluster-architect"}},"endpoints":{"web":"https://www.openagentskill.com/skills/affitor-keyword-cluster-architect","api":"https://www.openagentskill.com/api/agent/skills/affitor-keyword-cluster-architect","eval":"https://www.openagentskill.com/api/agent/evals?slug=affitor-keyword-cluster-architect","audit":"https://www.openagentskill.com/skills/affitor-keyword-cluster-architect/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20keyword-cluster-architect%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-09-06T07:49:09.750Z"}}