{"eval":{"version":"openagentskill-skill-eval-v1","slug":"victordomingos-optimize-images","name":"Optimize Images","generated_at":"2026-07-03T22:10:47.791Z","task_input":"Evaluate Optimize Images before installing it in an AI agent workflow","status":"review","score":78,"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":["Workflow automation workflows","Claude Code teams","builders willing to evaluate younger projects","Move data between tools","Transform files","Trigger repeatable actions","Collect channel signals","Prioritize opportunities"],"suited_agents":["Python","SEO","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add victordomingos/optimize-images","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add victordomingos/optimize-images"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Optimize Images\" agent skill from https://github.com/victordomingos/optimize-images. 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 command-line interface (CLI) utility written in pure Python to help you reduce the file size of images."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Optimize Images\" as a Claude Code skill from https://github.com/victordomingos/optimize-images. 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 command-line interface (CLI) utility written in pure Python to help you reduce the file size of images."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Optimize Images\" from https://github.com/victordomingos/optimize-images 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 command-line interface (CLI) utility written in pure Python to help you reduce the file size of images."}]},"trust":{"score":79,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"293 GitHub stars","repoActivity":"293 stars, 50 forks","lastPushed":"17d since push","license":"MIT","repository":"https://github.com/victordomingos/optimize-images","install":"npx skills add victordomingos/optimize-images","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":85,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review"]},"safety_gate":{"score":57,"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 Optimize Images before installing it in an AI agent workflow","growth-marketing","Workflow automation 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 victordomingos/optimize-images"]},{"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 victordomingos/optimize-images"]},{"id":"trust_score","label":"Trust score","status":"warn","score":79,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","293 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"pass","score":85,"required_for_auto_install":true,"detail":"Safe to try","evidence":["Quality score needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":57,"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":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":"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":"17d since push","evidence":["17d 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.","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"],"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 major risk signals from current metadata","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":"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":"victordomingos-optimize-images","name":"Optimize Images","description":"A command-line interface (CLI) utility written in pure Python to help you reduce the file size of images.","category":"growth-marketing","url":"https://www.openagentskill.com/skills/victordomingos-optimize-images","repository":"https://github.com/victordomingos/optimize-images","github_repo":"victordomingos/optimize-images"},"suited_tasks":["Workflow automation workflows","Claude Code teams","builders willing to evaluate younger projects","Move data between tools","Transform files","Trigger repeatable actions","Collect channel signals","Prioritize opportunities"],"suited_agents":["Python","SEO","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add victordomingos/optimize-images","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add victordomingos/optimize-images"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Optimize Images\" agent skill from https://github.com/victordomingos/optimize-images. 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 command-line interface (CLI) utility written in pure Python to help you reduce the file size of images."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Optimize Images\" as a Claude Code skill from https://github.com/victordomingos/optimize-images. 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 command-line interface (CLI) utility written in pure Python to help you reduce the file size of images."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Optimize Images\" from https://github.com/victordomingos/optimize-images 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 command-line interface (CLI) utility written in pure Python to help you reduce the file size of images."}],"handoff_url":"https://www.openagentskill.com/api/skills/victordomingos-optimize-images/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/victordomingos-optimize-images"},"trust":{"score":79,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"293 GitHub stars","repoActivity":"293 stars, 50 forks","lastPushed":"17d since push","license":"MIT","repository":"https://github.com/victordomingos/optimize-images","install":"npx skills add victordomingos/optimize-images","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","seo","growth","marketing","marketing-seo","image-compression"],"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":85,"risk_level":"safe_to_try","risk_label":"Safe to try","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":82,"label":"Strong"},"supply":{"track":"Marketing and growth automation","scenario":"Marketing and growth","maintenance":"17d since push","risk":"Safe to try"},"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 major risk signals from current metadata","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 Optimize Images 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: 79/100 Strong shortlist","Audit: 85/100 Safe to try","Safety: 57/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"victordomingos-optimize-images (Optimize Images)","install_command":"npx skills add victordomingos/optimize-images","risk_summary":"Safe to try; 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":"victordomingos-optimize-images","task":"Evaluate Optimize Images 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/victordomingos-optimize-images","api":"https://www.openagentskill.com/api/agent/skills/victordomingos-optimize-images","audit":"https://www.openagentskill.com/skills/victordomingos-optimize-images/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=victordomingos-optimize-images&task=Evaluate%20Optimize%20Images%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Optimize%20Images%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Optimize%20Images%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/victordomingos-optimize-images/install","manifest":"https://www.openagentskill.com/api/registry/manifest/victordomingos-optimize-images"}},"endpoints":{"web":"https://www.openagentskill.com/skills/victordomingos-optimize-images","api":"https://www.openagentskill.com/api/agent/skills/victordomingos-optimize-images","eval":"https://www.openagentskill.com/api/agent/evals?slug=victordomingos-optimize-images","audit":"https://www.openagentskill.com/skills/victordomingos-optimize-images/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Optimize%20Images%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":"2026-07-03T22:10:47.791Z"}}