hanhuark/mechanical-engineering-research-skill
Plugin Claude Code
Thermal-fluid mechanical engineering research workflow for CFD review, correlation checks, experiment planning, literature review, technical writing, data analysis, presentations, proposals, research coding, and AI/ML-assisted workflows.
hanhuark/mechanical-engineering-research-skill
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Build a graphics-first thermal-fluid research presentation with slide-to-slide logic, visual plans, speaker notes, and backup-slide structure.
hanhuark/mechanical-engineering-research-skill
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Review thermal-fluid CFD setup, boundary conditions, mesh, wall treatment, convergence, validation, and whether the claims are supported.
hanhuark/mechanical-engineering-research-skill
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Perform a full thermal-fluid research-code review covering architecture, reproducibility, units, physics, interfaces, tests, and released artifacts.
hanhuark/mechanical-engineering-research-skill
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Run a fast preflight on thermal-fluid research code for units, baselines, leakage, physics checks, and result traceability.
hanhuark/mechanical-engineering-research-skill
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Check thermal-fluid equations, empirical correlations, and dimensionless groups for validity range, assumptions, units, and claim strength.
hanhuark/mechanical-engineering-research-skill
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Plan thermal-fluid experimental, simulation, CFD, or AI-assisted data analysis around a baseline case, hypothesis-driven DOE, plotting, and validation checks.
hanhuark/mechanical-engineering-research-skill
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Plan thermal-fluid experiments with instrumentation, calibration, uncertainty, repeatability, heat-loss correction, operating envelope, and safety checks.
hanhuark/mechanical-engineering-research-skill
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Write or review thermal-fluid figure discussion with observation, physical mechanism, comparison, uncertainty, and claim limits.
hanhuark/mechanical-engineering-research-skill
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Draft a technical manuscript section in Han Hu manuscript mode using the private calibrated style corpus and evidence-preserving engineering workflow.
hanhuark/mechanical-engineering-research-skill
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Revise an existing technical manuscript in Han Hu manuscript mode while preserving scientific evidence, figures, values, citations, and claim boundaries.
hanhuark/mechanical-engineering-research-skill
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Build a thermal-fluid literature matrix organized by mechanism, method, metric, validity range, benchmark value, and unresolved gap.
hanhuark/mechanical-engineering-research-skill
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Develop a critical thermal-fluid or mechanical-engineering literature review with mechanism-based synthesis, citation grouping, and gap identification.
hanhuark/mechanical-engineering-research-skill
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Rewrite thermal-fluid proposal aims around technical barrier, hypothesis, approach, metrics, risk, and expected impact.
hanhuark/mechanical-engineering-research-skill
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Develop, revise, or review a thermal-fluid mechanical-engineering proposal using solicitation alignment, reviewer logic, preliminary results, proposal figures, milestones, and risk mitigation.
hanhuark/mechanical-engineering-research-skill
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Draft or revise thermal-fluid manuscript, proposal, report, or thesis sections with clear paragraph logic, methods detail, assumptions, and figure-led discussion.
hanhuark/mechanical-engineering-research-skill
Skill Claude CodeCodex
Apply source-aware mechanical-engineering judgment to research, analysis, coding, writing, teaching, research identity, and release work. Use for thermal-fluid systems, heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, piping, multiphase flow, experiments, correlations, CFD…