{"eval":{"version":"openagentskill-skill-eval-v1","slug":"zubair-trabzada-dataforseo-claude","name":"Dataforseo Claude","generated_at":"2026-07-04T03:31:10.228Z","task_input":"Evaluate Dataforseo Claude 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":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Chunk documents","Create embeddings"],"suited_agents":["Python","SEO","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add zubair-trabzada/dataforseo-claude","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add zubair-trabzada/dataforseo-claude"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Dataforseo Claude\" agent skill from https://github.com/zubair-trabzada/dataforseo-claude. 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: SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Dataforseo Claude\" as a Claude Code skill from https://github.com/zubair-trabzada/dataforseo-claude. 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: SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Dataforseo Claude\" from https://github.com/zubair-trabzada/dataforseo-claude 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: SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install."}]},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"114 GitHub stars","repoActivity":"114 stars, 42 forks","lastPushed":"1mo since push","license":"MIT","repository":"https://github.com/zubair-trabzada/dataforseo-claude","install":"npx skills add zubair-trabzada/dataforseo-claude","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"}},"audit":{"score":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Quality score needs review","Stars/forks activity: 114 stars, 42 forks; issue activity unavailable in current metadata"]},"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":"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","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 Dataforseo Claude before installing it in an AI agent workflow","growth-marketing","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 zubair-trabzada/dataforseo-claude"]},{"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 zubair-trabzada/dataforseo-claude"]},{"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","114 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":100,"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":"1mo since push","evidence":["1mo since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":62,"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":"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":[],"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, filesystem or document access","High-risk permission hints: Shell or command execution","Quality score needs review","Stars/forks activity: 114 stars, 42 forks; issue activity unavailable in current metadata"],"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","Stars/forks activity: 114 stars, 42 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"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":"zubair-trabzada-dataforseo-claude","name":"Dataforseo Claude","description":"SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install.","category":"growth-marketing","url":"https://www.openagentskill.com/skills/zubair-trabzada-dataforseo-claude","repository":"https://github.com/zubair-trabzada/dataforseo-claude","github_repo":"zubair-trabzada/dataforseo-claude"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Chunk documents","Create embeddings"],"suited_agents":["Python","SEO","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add zubair-trabzada/dataforseo-claude","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add zubair-trabzada/dataforseo-claude"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Dataforseo Claude\" agent skill from https://github.com/zubair-trabzada/dataforseo-claude. 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: SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Dataforseo Claude\" as a Claude Code skill from https://github.com/zubair-trabzada/dataforseo-claude. 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: SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Dataforseo Claude\" from https://github.com/zubair-trabzada/dataforseo-claude 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: SEO Agency Killer for Claude Code — powered by DataForSEO. 13 skills + 5 subagents for keyword research, rank tracking, backlink audits, technical crawls, competitor analysis, and PDF reporting. One-command install."}],"handoff_url":"https://www.openagentskill.com/api/skills/zubair-trabzada-dataforseo-claude/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/zubair-trabzada-dataforseo-claude"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"114 GitHub stars","repoActivity":"114 stars, 42 forks","lastPushed":"1mo since push","license":"MIT","repository":"https://github.com/zubair-trabzada/dataforseo-claude","install":"npx skills add zubair-trabzada/dataforseo-claude","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":["growth-marketing","keyword-research","seo","marketing","marketing-seo","python"],"known_risks":["Quality score needs review","Stars/forks activity: 114 stars, 42 forks; issue activity unavailable in current metadata"]},"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","Stars/forks activity: 114 stars, 42 forks; issue activity unavailable in current metadata"]},"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":72,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"1mo 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","Quality score needs review","Stars/forks activity: 114 stars, 42 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Evaluate Dataforseo Claude 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":"zubair-trabzada-dataforseo-claude (Dataforseo Claude)","install_command":"npx skills add zubair-trabzada/dataforseo-claude","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":"zubair-trabzada-dataforseo-claude","task":"Evaluate Dataforseo Claude 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/zubair-trabzada-dataforseo-claude","api":"https://www.openagentskill.com/api/agent/skills/zubair-trabzada-dataforseo-claude","audit":"https://www.openagentskill.com/skills/zubair-trabzada-dataforseo-claude/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=zubair-trabzada-dataforseo-claude&task=Evaluate%20Dataforseo%20Claude%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Dataforseo%20Claude%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Dataforseo%20Claude%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/zubair-trabzada-dataforseo-claude/install","manifest":"https://www.openagentskill.com/api/registry/manifest/zubair-trabzada-dataforseo-claude"}},"endpoints":{"web":"https://www.openagentskill.com/skills/zubair-trabzada-dataforseo-claude","api":"https://www.openagentskill.com/api/agent/skills/zubair-trabzada-dataforseo-claude","eval":"https://www.openagentskill.com/api/agent/evals?slug=zubair-trabzada-dataforseo-claude","audit":"https://www.openagentskill.com/skills/zubair-trabzada-dataforseo-claude/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Dataforseo%20Claude%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":"2026-07-04T03:31:10.228Z"}}