{"eval":{"version":"openagentskill-skill-eval-v1","slug":"techwolf-ai-ai-first-toolkit","name":"Ai First Toolkit","generated_at":"2026-07-21T14:53:32.205Z","task_input":"Evaluate Ai First Toolkit before installing it in an AI agent workflow","status":"failed","score":72,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: secrets or environment access, shell or command execution","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Sales and CRM workflows","Claude Code teams","builders willing to evaluate younger projects","Research accounts","Extract contact details","Write structured CRM updates","Navigate pages","Click and type safely"],"suited_agents":["TypeScript","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add techwolf-ai/ai-first-toolkit","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add techwolf-ai/ai-first-toolkit"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Ai First Toolkit\" agent skill from https://github.com/techwolf-ai/ai-first-toolkit. 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: A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Ai First Toolkit\" as a Claude Code skill from https://github.com/techwolf-ai/ai-first-toolkit. 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: A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Ai First Toolkit\" from https://github.com/techwolf-ai/ai-first-toolkit 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: A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles."}]},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"90 GitHub stars","repoActivity":"90 stars, 2 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/techwolf-ai/ai-first-toolkit","install":"npx skills add techwolf-ai/ai-first-toolkit","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":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 90 GitHub stars","Stars/forks activity: 90 stars, 2 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"score":42,"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"},{"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","Dependency or permission surface 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 Ai First Toolkit before installing it in an AI agent workflow","development","Sales and CRM 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 techwolf-ai/ai-first-toolkit"]},{"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 techwolf-ai/ai-first-toolkit"]},{"id":"trust_score","label":"Trust score","status":"warn","score":75,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","90 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":82,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":42,"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.","Metadata combines secrets access with 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":100,"required_for_auto_install":false,"detail":"8d since push","evidence":["8d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":50,"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":["graphify-labs-graphify","google-gemini-gemini-cli","x1xhlol-system-prompts-and-models-of-ai-tools","leonxlnx-taste-skill"]}],"blockers":["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","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 90 GitHub stars","Stars/forks activity: 90 stars, 2 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","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","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"alternatives":[{"slug":"graphify-labs-graphify","name":"Graphify","url":"https://www.openagentskill.com/skills/graphify-labs-graphify","stars":91978,"install_command":"npx skills add Graphify-Labs/graphify","trust_score":91,"audit_score":93},{"slug":"google-gemini-gemini-cli","name":"Gemini CLI","url":"https://www.openagentskill.com/skills/google-gemini-gemini-cli","stars":106065,"install_command":"npx skills add google-gemini/gemini-cli","trust_score":83,"audit_score":89},{"slug":"x1xhlol-system-prompts-and-models-of-ai-tools","name":"System Prompts And Models Of AI Tools","url":"https://www.openagentskill.com/skills/x1xhlol-system-prompts-and-models-of-ai-tools","stars":141169,"install_command":"npx skills add x1xhlol/system-prompts-and-models-of-ai-tools","trust_score":93,"audit_score":94},{"slug":"leonxlnx-taste-skill","name":"Taste Skill","url":"https://www.openagentskill.com/skills/leonxlnx-taste-skill","stars":64963,"install_command":"npx skills add Leonxlnx/taste-skill","trust_score":95,"audit_score":96}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"techwolf-ai-ai-first-toolkit","name":"Ai First Toolkit","description":"A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles.","category":"development","url":"https://www.openagentskill.com/skills/techwolf-ai-ai-first-toolkit","repository":"https://github.com/techwolf-ai/ai-first-toolkit","github_repo":"techwolf-ai/ai-first-toolkit"},"suited_tasks":["Sales and CRM workflows","Claude Code teams","builders willing to evaluate younger projects","Research accounts","Extract contact details","Write structured CRM updates","Navigate pages","Click and type safely"],"suited_agents":["TypeScript","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add techwolf-ai/ai-first-toolkit","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add techwolf-ai/ai-first-toolkit"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Ai First Toolkit\" agent skill from https://github.com/techwolf-ai/ai-first-toolkit. 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: A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Ai First Toolkit\" as a Claude Code skill from https://github.com/techwolf-ai/ai-first-toolkit. 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: A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Ai First Toolkit\" from https://github.com/techwolf-ai/ai-first-toolkit 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: A collection of open-source agent skills for Claude Code, Codex, and Antigravity to audit, re-engineer, and bootstrap projects with AI-first design principles."}],"handoff_url":"https://www.openagentskill.com/api/skills/techwolf-ai-ai-first-toolkit/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/techwolf-ai-ai-first-toolkit"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"90 GitHub stars","repoActivity":"90 stars, 2 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/techwolf-ai/ai-first-toolkit","install":"npx skills add techwolf-ai/ai-first-toolkit","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":["development","claude-code","codex","agent-skills","ai-first","development-tools"],"known_risks":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 90 GitHub stars","Stars/forks activity: 90 stars, 2 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","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":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 90 GitHub stars","Stars/forks activity: 90 stars, 2 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"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":78,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"8d since push","risk":"Needs review"},"alternative_skills":[{"slug":"graphify-labs-graphify","name":"Graphify","url":"https://www.openagentskill.com/skills/graphify-labs-graphify","stars":91978,"install_command":"npx skills add Graphify-Labs/graphify","trust_score":91,"audit_score":93},{"slug":"google-gemini-gemini-cli","name":"Gemini CLI","url":"https://www.openagentskill.com/skills/google-gemini-gemini-cli","stars":106065,"install_command":"npx skills add google-gemini/gemini-cli","trust_score":83,"audit_score":89},{"slug":"x1xhlol-system-prompts-and-models-of-ai-tools","name":"System Prompts And Models Of AI Tools","url":"https://www.openagentskill.com/skills/x1xhlol-system-prompts-and-models-of-ai-tools","stars":141169,"install_command":"npx skills add x1xhlol/system-prompts-and-models-of-ai-tools","trust_score":93,"audit_score":94},{"slug":"leonxlnx-taste-skill","name":"Taste Skill","url":"https://www.openagentskill.com/skills/leonxlnx-taste-skill","stars":64963,"install_command":"npx skills add Leonxlnx/taste-skill","trust_score":95,"audit_score":96}],"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","Dependency or permission surface needs review","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 Ai First Toolkit 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: 75/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 42/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"techwolf-ai-ai-first-toolkit (Ai First Toolkit)","install_command":"npx skills add techwolf-ai/ai-first-toolkit","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":"techwolf-ai-ai-first-toolkit","task":"Evaluate Ai First Toolkit 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/techwolf-ai-ai-first-toolkit","api":"https://www.openagentskill.com/api/agent/skills/techwolf-ai-ai-first-toolkit","audit":"https://www.openagentskill.com/skills/techwolf-ai-ai-first-toolkit/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=techwolf-ai-ai-first-toolkit&task=Evaluate%20Ai%20First%20Toolkit%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Ai%20First%20Toolkit%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Ai%20First%20Toolkit%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/techwolf-ai-ai-first-toolkit/install","manifest":"https://www.openagentskill.com/api/registry/manifest/techwolf-ai-ai-first-toolkit"}},"endpoints":{"web":"https://www.openagentskill.com/skills/techwolf-ai-ai-first-toolkit","api":"https://www.openagentskill.com/api/agent/skills/techwolf-ai-ai-first-toolkit","eval":"https://www.openagentskill.com/api/agent/evals?slug=techwolf-ai-ai-first-toolkit","audit":"https://www.openagentskill.com/skills/techwolf-ai-ai-first-toolkit/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Ai%20First%20Toolkit%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":"2026-07-21T14:53:32.205Z"}}