thermal-fluid-research-workflow
Modular thermal-fluid research skills for analysis, writing, proposals, data, slides, editable schematics, mentoring, and manuscript revision.
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Plugin thermal-fluid-research-workflow in hanhuark/mechanical-engineering-research-skill. Commands read from the repo's manifest — 6 days ago.
What it installs
Skills (9)
mechanical-engineering-researchApply 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, correla
research-data-analysisDesign 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.
research-mentor-reviewProvide 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.
research-proposal-developmentDevelop 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.
research-schematic-designCreate 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.
research-slide-designDesign 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.
research-writing-literatureWrite 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.
reviewer-author-loopIterative 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, resubmi
thermal-fluid-analysisAnalyze 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.
Slash commands (18)
/thermal-fluid-research-workflow:me-author-guided-writingUse a repeatable author-guided workflow to draft or revise technical writing with AI while preserving the scientific story, evidence boundaries, and reader clarity.
/thermal-fluid-research-workflow:me-build-schematicCreate a publication-quality, editable engineering schematic from a structured technical brief, using image generation only for controlled visual concepts when appropriate.
/thermal-fluid-research-workflow:me-build-slidesBuild a graphics-first thermal-fluid research presentation with slide-to-slide logic, visual plans, speaker notes, and backup-slide structure.
/thermal-fluid-research-workflow:me-cfd-reviewReview thermal-fluid CFD setup, boundary conditions, mesh, wall treatment, convergence, validation, and whether the claims are supported.
/thermal-fluid-research-workflow:me-code-reviewPerform a full thermal-fluid research-code review covering architecture, reproducibility, units, physics, interfaces, tests, and released artifacts.
/thermal-fluid-research-workflow:me-code-sanityRun a fast preflight on thermal-fluid research code for units, baselines, leakage, physics checks, and result traceability.
/thermal-fluid-research-workflow:me-correlation-checkCheck thermal-fluid equations, empirical correlations, and dimensionless groups for validity range, assumptions, units, and claim strength.
/thermal-fluid-research-workflow:me-data-analysisPlan thermal-fluid experimental, simulation, CFD, or AI-assisted data analysis around a baseline case, hypothesis-driven DOE, plotting, and validation checks.
/thermal-fluid-research-workflow:me-experiment-planPlan thermal-fluid experiments with instrumentation, calibration, uncertainty, repeatability, heat-loss correction, operating envelope, and safety checks.
/thermal-fluid-research-workflow:me-figure-discussionWrite or review thermal-fluid figure discussion with observation, physical mechanism, comparison, uncertainty, and claim limits.
/thermal-fluid-research-workflow:me-han-hu-draftDraft a technical manuscript section in Han Hu manuscript mode using the private calibrated style corpus and evidence-preserving engineering workflow.
/thermal-fluid-research-workflow:me-han-hu-reviseRevise an existing technical manuscript in Han Hu manuscript mode while preserving scientific evidence, figures, values, citations, and claim boundaries.
/thermal-fluid-research-workflow:me-lit-matrixBuild a thermal-fluid literature matrix organized by mechanism, method, metric, validity range, benchmark value, and unresolved gap.
/thermal-fluid-research-workflow:me-lit-reviewDevelop a critical thermal-fluid or mechanical-engineering literature review with mechanism-based synthesis, citation grouping, and gap identification.
/thermal-fluid-research-workflow:me-proposal-aimsRewrite thermal-fluid proposal aims around technical barrier, hypothesis, approach, metrics, risk, and expected impact.
/thermal-fluid-research-workflow:me-proposalDevelop, revise, or review a thermal-fluid mechanical-engineering proposal using solicitation alignment, reviewer logic, preliminary results, proposal figures, milestones, and risk mitigation.
/thermal-fluid-research-workflow:me-write-sectionDraft or revise thermal-fluid manuscript, proposal, report, or thesis sections with clear paragraph logic, methods detail, assumptions, and figure-led discussion.
/thermal-fluid-research-workflow:reviewer-author-loopRun an iterative reviewer-author manuscript improvement loop until acceptance or human input is needed.
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