Updated 2d ago
by hanhuark
mechanical-engineering-research-skill
A Codex/Claude skill for thermal-fluid mechanical engineering research, proposal development, technical writing, data analysis, presentations, and AI-assisted workflows.
22 GitHub stars (22)
+4 in 16 days
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- 9 skills (9 skills found in its SKILL.md files)
- 2 forks (2 forks)
- 2d ago last update (Last updated 2d ago)
Install
Skills CLI
npx skills add hanhuark/mechanical-engineering-research-skill
Asks which skills and agents to install. Just one: npx skills add hanhuark/mechanical-engineering-research-skill --skill mechanical-engineering-research — add -g for every project.
Claude Code
git clone https://github.com/hanhuark/mechanical-engineering-research-skillcp -r "mechanical-engineering-research-skill/skills/mechanical-engineering-research" ~/.claude/skills/
Copies the mechanical-engineering-research skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add hanhuark/mechanical-engineering-research-skill
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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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, cit…
skills/mechanical-engineering-research/SKILL.md on GitHub (opens in a new tab) -
research-data-analysis
Design and analyze engineering experiments or simulations using baseline cases, hypothesis-driven DOE, traceable data processing, defensible plots, uncertainty, and validation. Use for CFD, laboratory data, ML workflows, parameter studies, or research code.
skills/research-data-analysis/SKILL.md on GitHub (opens in a new tab) -
research-mentor-review
Provide constructive, evidence-based research mentoring feedback on student manuscripts, proposals, analyses, code, figures, and presentations. Use for advisor-style review that teaches the next improvement without impersonating an advisor or making unsupported scientific judgments.
skills/research-mentor-review/SKILL.md on GitHub (opens in a new tab) -
research-proposal-development
Develop research proposals with solicitation alignment, reviewer-focused logic, evidence-bounded preliminary results, milestones, risks, and compelling figures. Use for federal, foundation, equipment, partnership, or internal research proposals.
skills/research-proposal-development/SKILL.md on GitHub (opens in a new tab) -
research-schematic-design
Create publication-quality, editable scientific and engineering schematics with explicit physical meaning, exact labels, visual hierarchy, and provenance. Use for experimental facilities, thermal-fluid mechanisms, workflows, graphical abstracts, system architectures, or research diagrams.
skills/research-schematic-design/SKILL.md on GitHub (opens in a new tab) -
research-slide-design
Design clean, graphics-first technical presentations and posters with logical slide progression, visual hierarchy, purposeful motion, and complementary speaker notes. Use for research talks, conference slides, seminars, defenses, posters, or figure-focused presentations.
skills/research-slide-design/SKILL.md on GitHub (opens in a new tab) -
research-writing-literature
Write and revise rigorous research narratives, literature reviews, manuscript sections, citations, and figure discussions. Use for technical introductions, methods, results, discussions, review articles, abstracts, or related-work sections.
skills/research-writing-literature/SKILL.md on GitHub (opens in a new tab) -
reviewer-author-loop
Iterative manuscript improvement workflow where a reviewer agent critiques, an author agent revises, a verifier checks the revision, and the loop repeats until acceptance or a human-pause condition is reached. Use for virtual peer review, reviewer-author revision loops, rebuttal preparation, resubmission polishing, journal paper improvement, response-to-reviewers drafting, and deciding when addit…
skills/reviewer-author-loop/SKILL.md on GitHub (opens in a new tab) -
thermal-fluid-analysis
Analyze thermal-fluid engineering systems, experiments, CFD, and correlations with explicit assumptions, validity limits, uncertainty, and mechanism-based interpretation. Use for heat transfer, fluid mechanics, phase change, HVAC, energy systems, turbomachinery, piping, or thermal management.
skills/thermal-fluid-analysis/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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