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mechanical-engineering-research

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, reduced-order models, AI/ML, uncertainty, engineering datasets, literature reviews, citations, manuscripts, reviewer revisions, Overleaf packages, figures, proposals, research software, reproducibility, public releases, engineering teaching materials, or a research-project logo and visual identity.

skills/mechanical-engineering-research/SKILL.md

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# Mechanical Engineering Research

## Skill Suite

Use this skill as the cross-cutting coordinator when a request spans multiple research activities. For a focused deliverable, use the specialist skill that owns it:

- [thermal-fluid-analysis](../thermal-fluid-analysis/SKILL.md): thermal-fluid physics, experiments, CFD, correlations, uncertainty, scaling, and design tradeoffs.
- [research-writing-literature](../research-writing-literature/SKILL.md): literature synthesis, citations, introductions, manuscript sections, and figure-led discussion.
- [research-proposal-development](../research-proposal-development/SKILL.md): solicitation-aligned proposals, review criteria, preliminary results, milestones, risks, and proposal figures.
- [research-data-analysis](../research-data-analysis/SKILL.md): baseline cases, hypothesis-driven DOE, reproducible analysis, plots, CFD/experimental data, and ML evaluation.
- [research-slide-design](../research-slide-design/SKILL.md): research talks, posters, visual logic, speaker notes, and presentation QA.
- [research-schematic-design](../research-schematic-design/SKILL.md): publication-quality editable facility, mechanism, workflow, and graphical-abstract schematics.
- [research-mentor-review](../research-mentor-review/SKILL.md): constructive student-facing feedback with prioritized, actionable next steps.
- [reviewer-author-loop](../reviewer-author-loop/SKILL.md): iterative reviewer critique, author revision, verification, and re-review.