{"eval":{"version":"openagentskill-skill-eval-v1","slug":"gbessoni-seobuild-onpage","name":"Seobuild Onpage","generated_at":"2026-07-04T04:54:54.544Z","task_input":"Evaluate Seobuild Onpage before installing it in an AI agent workflow","status":"failed","score":70,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Navigate pages","Click and type safely"],"suited_agents":["Python","SEO","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add gbessoni/seobuild-onpage","ready":true,"policy":"block","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add gbessoni/seobuild-onpage"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Seobuild Onpage\" agent skill from https://github.com/gbessoni/seobuild-onpage. 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: SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Seobuild Onpage\" as a Claude Code skill from https://github.com/gbessoni/seobuild-onpage. 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: SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Seobuild Onpage\" from https://github.com/gbessoni/seobuild-onpage 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: SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex"}]},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"218 GitHub stars","repoActivity":"218 stars, 38 forks","lastPushed":"30d since push","license":"Unknown","repository":"https://github.com/gbessoni/seobuild-onpage","install":"npx skills add gbessoni/seobuild-onpage","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":80,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 218 stars, 38 forks; issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"score":40,"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","blocked":true,"permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear"]},"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 Seobuild Onpage before installing it in an AI agent workflow","growth-marketing","Coding 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 gbessoni/seobuild-onpage"]},{"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 gbessoni/seobuild-onpage"]},{"id":"trust_score","label":"Trust score","status":"warn","score":73,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","218 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":80,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":40,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"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":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"30d since push","evidence":["30d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":36,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["twentyhq-twenty","umami-software-umami","posthog-posthog","joshbuchea-head"]}],"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","License clarity: Unknown","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 218 stars, 38 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, shell or command execution"],"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, Secrets or environment access","License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"alternatives":[{"slug":"twentyhq-twenty","name":"Twenty","url":"https://www.openagentskill.com/skills/twentyhq-twenty","stars":50089,"install_command":"npx skills add twentyhq/twenty","trust_score":88,"audit_score":92},{"slug":"umami-software-umami","name":"Umami","url":"https://www.openagentskill.com/skills/umami-software-umami","stars":37187,"install_command":"npx skills add umami-software/umami","trust_score":94,"audit_score":95},{"slug":"posthog-posthog","name":"Posthog","url":"https://www.openagentskill.com/skills/posthog-posthog","stars":35057,"install_command":"npx skills add PostHog/posthog","trust_score":91,"audit_score":93},{"slug":"joshbuchea-head","name":"HEAD","url":"https://www.openagentskill.com/skills/joshbuchea-head","stars":30257,"install_command":"npx skills add joshbuchea/HEAD","trust_score":87,"audit_score":90}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"gbessoni-seobuild-onpage","name":"Seobuild Onpage","description":"SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex","category":"growth-marketing","url":"https://www.openagentskill.com/skills/gbessoni-seobuild-onpage","repository":"https://github.com/gbessoni/seobuild-onpage","github_repo":"gbessoni/seobuild-onpage"},"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Navigate pages","Click and type safely"],"suited_agents":["Python","SEO","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add gbessoni/seobuild-onpage","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add gbessoni/seobuild-onpage"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Seobuild Onpage\" agent skill from https://github.com/gbessoni/seobuild-onpage. 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: SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Seobuild Onpage\" as a Claude Code skill from https://github.com/gbessoni/seobuild-onpage. 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: SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Seobuild Onpage\" from https://github.com/gbessoni/seobuild-onpage 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: SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex"}],"handoff_url":"https://www.openagentskill.com/api/skills/gbessoni-seobuild-onpage/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/gbessoni-seobuild-onpage"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"218 GitHub stars","repoActivity":"218 stars, 38 forks","lastPushed":"30d since push","license":"Unknown","repository":"https://github.com/gbessoni/seobuild-onpage","install":"npx skills add gbessoni/seobuild-onpage","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","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":["growth-marketing","seo","growth","marketing","marketing-seo","aeo"],"known_risks":["License is unclear","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 218 stars, 38 forks; issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, shell or command execution"]},"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":80,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 218 stars, 38 forks; issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":76,"label":"Strong"},"supply":{"track":"Marketing and growth automation","scenario":"Marketing and growth","maintenance":"30d since push","risk":"Needs review"},"alternative_skills":[{"slug":"twentyhq-twenty","name":"Twenty","url":"https://www.openagentskill.com/skills/twentyhq-twenty","stars":50089,"install_command":"npx skills add twentyhq/twenty","trust_score":88,"audit_score":92},{"slug":"umami-software-umami","name":"Umami","url":"https://www.openagentskill.com/skills/umami-software-umami","stars":37187,"install_command":"npx skills add umami-software/umami","trust_score":94,"audit_score":95},{"slug":"posthog-posthog","name":"Posthog","url":"https://www.openagentskill.com/skills/posthog-posthog","stars":35057,"install_command":"npx skills add PostHog/posthog","trust_score":91,"audit_score":93},{"slug":"joshbuchea-head","name":"HEAD","url":"https://www.openagentskill.com/skills/joshbuchea-head","stars":30257,"install_command":"npx skills add joshbuchea/HEAD","trust_score":87,"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, Secrets or environment access","License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Evaluate Seobuild Onpage before installing it in an AI agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 73/100 Strong shortlist","Audit: 80/100 Needs review","Safety: 40/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"gbessoni-seobuild-onpage (Seobuild Onpage)","install_command":"npx skills add gbessoni/seobuild-onpage","risk_summary":"Needs review; Blocked for auto-install; 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":"gbessoni-seobuild-onpage","task":"Evaluate Seobuild Onpage 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/gbessoni-seobuild-onpage","api":"https://www.openagentskill.com/api/agent/skills/gbessoni-seobuild-onpage","audit":"https://www.openagentskill.com/skills/gbessoni-seobuild-onpage/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=gbessoni-seobuild-onpage&task=Evaluate%20Seobuild%20Onpage%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Seobuild%20Onpage%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Seobuild%20Onpage%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/gbessoni-seobuild-onpage/install","manifest":"https://www.openagentskill.com/api/registry/manifest/gbessoni-seobuild-onpage"}},"endpoints":{"web":"https://www.openagentskill.com/skills/gbessoni-seobuild-onpage","api":"https://www.openagentskill.com/api/agent/skills/gbessoni-seobuild-onpage","eval":"https://www.openagentskill.com/api/agent/evals?slug=gbessoni-seobuild-onpage","audit":"https://www.openagentskill.com/skills/gbessoni-seobuild-onpage/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Seobuild%20Onpage%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":"2026-07-04T04:54:54.544Z"}}