Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add hanhuark/mechanical-engineering-research-skill --skill mechanical-engineering-researchgit clone --depth 1 https://github.com/hanhuark/mechanical-engineering-research-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research)<a href="https://agentmods.dev/skills/hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research"><img src="https://agentmods.dev/badge/skills/hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research"><img src="https://agentmods.dev/badge/skills/hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00122 | $0.02377 |
| Opus 5.5 | $0.00049 | $0.00951 |
| Sonnet 5.5 | $0.00024 | $0.00475 |
| Haiku 4.5 | $0.00012 | $0.00238 |
Grade A, and why
mechanical-engineering-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 physics, experiments, CFD, correlations, uncertainty, scaling, and design tradeoffs.
- research-writing-literature: literature synthesis, citations, introductions, manuscript sections, and figure-led discussion.
- research-proposal-development: solicitation-aligned proposals, review criteria, preliminary results, milestones, risks, and proposal figures.
- research-data-analysis: baseline cases, hypothesis-driven DOE, reproducible analysis, plots, CFD/experimental data, and ML evaluation.
- research-slide-design: research talks, posters, visual logic, speaker notes, and presentation QA.
- research-schematic-design: publication-quality editable facility, mechanism, workflow, and graphical-abstract schematics.
- research-mentor-review: constructive student-facing feedback with prioritized, actionable next steps.
- reviewer-author-loop: iterative reviewer critique, author revision, verification, and re-review.
The coordinator retains the evidence and integrity gates below. Do not load all specialist skills by default; select the smallest combination that fits the actual deliverable.
For a substantial manuscript, review article, proposal, thesis chapter, or major revision, use the integrated workflow in research-workflow-and-revision.md. It coordinates the specialist skills around a shared evidence map, narrative architecture, revision roadmap, and final verification. Do not force a focused task through the full workflow.
What ships with it
39 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/openai.yaml 371 B
- assets/templates/benchmark-dataset-readme.md 1.4 KB
- assets/templates/claim-evidence-ledger.csv 146 B
- assets/templates/data-rights-manifest.csv 202 B
- assets/templates/reproducibility-manifest.json 353 B
- assets/templates/response-to-reviewers.md 1.5 KB
- assets/templates/reviewer-response-matrix.csv 146 B
- assets/templates/symbol-unit-convention-ledger.csv 156 B
- references/ai-tools-thermal-fluids.md 7.1 KB
- references/anti-formulaic-writing.md 8.3 KB
- references/author-guided-ai-writing.md 9.3 KB
- references/brief-template.md 1.4 KB
- references/budget-and-justification.md 7.1 KB
- references/citation-integrity.md 3.8 KB
- references/data-provenance-and-release.md 3.9 KB
- references/dataset-software-review.md 3.0 KB
- references/experimental-design-and-uncertainty.md 3.8 KB
- references/han-hu-research-style.md 16 KB
- references/han-hu-style-calibration-protocol.md 2.1 KB
- references/innovation-commercialization.md 13 KB
- references/literature-review.md 13 KB
- references/manuscript-revision-submission.md 6.8 KB
- references/model-verification-and-ml-credibility.md 3.7 KB
- references/paper-writing-style.md 14 KB
- references/presentation-slides.md 14 KB
- references/proposal-development.md 21 KB
- references/research-coding.md 8.1 KB
- references/research-logo-and-identity.md 5.2 KB
- references/research-toolchain.md 6.8 KB
- references/research-workflow-and-revision.md 7.4 KB
- references/result-change-and-construct-audit.md 2.2 KB
- references/review-article-workflow.md 8.1 KB
- references/scientific-figure-and-artifact-qa.md 5.9 KB
- references/teaching-mechanical-engineering.md 1.6 KB
- references/technical-writing-analysis.md 8.5 KB
- scripts/audit_data_manifest.py 3.5 KB runs code
- scripts/audit_latex_project.py 9.1 KB runs code
- scripts/audit_style_calibration.py 3.6 KB runs code
- scripts/audit_technical_writing.py 8.0 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago Changed · +1 lines 95751ab65c9f
- 18d ago Changed · +3 lines 740a7250a8f2
- 19d ago Changed · +3 lines 3e2d9c1f8d24
- 20d ago Changed · +2 lines e715c084b12b
- 1mo ago Changed · +17 lines 625afe04f270
- 1mo ago First seen · 87 lines · 122 tokens per session scan A 89b1d16810d0
mechanical-engineering-research is a skill published in the GitHub repository hanhuark/mechanical-engineering-research-skill (22 stars, last pushed yesterday), licensed MIT. It adds 122 tokens to every session and 2,377 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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