{"slug":"hanhuark-mechanical-engineering-research-skill","name":"Mechanical Engineering Research Skill","description":"A domain-rigor skill for thermal-fluid mechanical engineering research, packaging agent workflows for Codex and Claude Code to enforce physical validity in analysis, writing, and data interpretation.","tagline":"A Codex skill for thermal-fluid mechanical engineering research, proposal development, technical writing, data analysis, presentations, and AI-assisted workflows.","category":"research","tags":["mechanical-engineering","thermal-fluids","codex","claude-code","research-workflow"],"author":{"name":"hanhuark","verified":false,"url":"https://github.com/hanhuark"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"hanhuark/mechanical-engineering-research-skill","creatorName":"hanhuark","creatorUrl":"https://github.com/hanhuark","sourceUrl":"https://github.com/hanhuark/mechanical-engineering-research-skill","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/hanhuark-mechanical-engineering-research-skill#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/hanhuark-mechanical-engineering-research-skill/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/hanhuark-mechanical-engineering-research-skill"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"14 GitHub stars","repoActivity":"14 stars, 2 forks","lastPushed":"8d since push","license":"MIT","repository":"https://github.com/hanhuark/mechanical-engineering-research-skill","install":"npx skills add hanhuark/mechanical-engineering-research-skill","installSafety":"standard package or runtime install path","permissionSurface":"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":["research","mechanical-engineering","thermal-fluids","codex","claude-code","research-workflow"],"known_risks":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 14 GitHub stars","Stars/forks activity: 14 stars, 2 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":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 14 GitHub stars","Stars/forks activity: 14 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":70,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"8d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","No OpenAgentSkill engagement data yet","Quality score needs review","GitHub adoption: 14 GitHub stars","Stars/forks activity: 14 stars, 2 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Use Mechanical Engineering Research Skill in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 78/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 66/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"hanhuark-mechanical-engineering-research-skill (Mechanical Engineering Research Skill)","install_command":"npx skills add hanhuark/mechanical-engineering-research-skill","risk_summary":"Needs review; Reviewed with permission notes; 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":"hanhuark-mechanical-engineering-research-skill","task":"Use Mechanical Engineering Research Skill in an 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/hanhuark-mechanical-engineering-research-skill","api":"https://www.openagentskill.com/api/agent/skills/hanhuark-mechanical-engineering-research-skill","audit":"https://www.openagentskill.com/skills/hanhuark-mechanical-engineering-research-skill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=hanhuark-mechanical-engineering-research-skill&task=Use%20Mechanical%20Engineering%20Research%20Skill%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Mechanical%20Engineering%20Research%20Skill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Mechanical%20Engineering%20Research%20Skill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/hanhuark-mechanical-engineering-research-skill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/hanhuark-mechanical-engineering-research-skill"}},"platforms":["Python","Claude Code","OpenAI Agents"],"use_cases":[{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"install":"npx skills add hanhuark/mechanical-engineering-research-skill","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add hanhuark/mechanical-engineering-research-skill","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Mechanical Engineering Research Skill\" agent skill from https://github.com/hanhuark/mechanical-engineering-research-skill. 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 domain-rigor skill for thermal-fluid mechanical engineering research, packaging agent workflows for Codex and Claude Code to enforce physical validity in analysis, writing, and data interpretation. 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\":\"hanhuark-mechanical-engineering-research-skill\",\"task\":\"Install Mechanical Engineering Research Skill\",\"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.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Mechanical Engineering Research Skill\" as a Claude Code skill from https://github.com/hanhuark/mechanical-engineering-research-skill. 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 domain-rigor skill for thermal-fluid mechanical engineering research, packaging agent workflows for Codex and Claude Code to enforce physical validity in analysis, writing, and data interpretation. 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\":\"hanhuark-mechanical-engineering-research-skill\",\"task\":\"Install Mechanical Engineering Research Skill\",\"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.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Mechanical Engineering Research Skill\" from https://github.com/hanhuark/mechanical-engineering-research-skill 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 domain-rigor skill for thermal-fluid mechanical engineering research, packaging agent workflows for Codex and Claude Code to enforce physical validity in analysis, writing, and data interpretation. 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\":\"hanhuark-mechanical-engineering-research-skill\",\"task\":\"Install Mechanical Engineering Research Skill\",\"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.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/hanhuark/mechanical-engineering-research-skill","github_repo":"hanhuark/mechanical-engineering-research-skill","version":"1.0.0","license":"MIT","updated_at":"2026-08-06T16:35:55.924236+00:00","canonical_key":"hanhuark/mechanical-engineering-research-skill","recommendation_reasons":["Install handoff is available","Repository freshness signal is available"],"urls":{"web":"https://www.openagentskill.com/skills/hanhuark-mechanical-engineering-research-skill","api":"https://www.openagentskill.com/api/agent/skills/hanhuark-mechanical-engineering-research-skill","install_api":"https://www.openagentskill.com/api/skills/hanhuark-mechanical-engineering-research-skill/install","audit":"https://www.openagentskill.com/skills/hanhuark-mechanical-engineering-research-skill/audit","repository":"https://github.com/hanhuark/mechanical-engineering-research-skill"},"meta":{"endpoint":"/api/registry/manifest/{slug}","canonical_agent_endpoint":"/api/agent/skills/hanhuark-mechanical-engineering-research-skill","agent_friendly":true,"api_version":"1.0","generated_at":"2026-08-11T05:02:47.343Z"}}