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.
git 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/commands/hanhuark/mechanical-engineering-research-skill/me-figure-discussion)<a href="https://agentmods.dev/commands/hanhuark/mechanical-engineering-research-skill/me-figure-discussion"><img src="https://agentmods.dev/badge/commands/hanhuark/mechanical-engineering-research-skill/me-figure-discussion/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/commands/hanhuark/mechanical-engineering-research-skill/me-figure-discussion"><img src="https://agentmods.dev/badge/commands/hanhuark/mechanical-engineering-research-skill/me-figure-discussion.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 | $0.00021 | $0.00199 |
| Opus 5 | $0.00010 | $0.00100 |
| Sonnet 5 | $0.00004 | $0.00040 |
| Haiku 4.5 | $0.00002 | $0.00020 |
Grade A, and why
me-figure-discussion 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 11d 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.
What it actually says
Thermal-Fluid Figure Discussion
Use mechanical-engineering-research to turn a plot, image, table, or figure caption into a physically meaningful results discussion.
Workflow:
- Identify what the figure actually shows: axes, units, cases, uncertainty, images, contours, or data-processing outputs.
- State the main observation without overinterpreting.
- Explain the dominant physical mechanism using the appropriate regime, dimensionless groups, transport balances, or scaling logic.
- Compare against baseline, correlation, literature, model, or expected trend.
- State uncertainty, limitations, and what the figure cannot prove.
- End with the implication for design, model validity, mechanism understanding, or the next experiment.
Expected output:
- revised caption or paragraph
- claim-strength notes
- missing comparison or uncertainty checks
- figure-specific next steps
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.
- 11d ago First seen · 24 lines · 21 tokens per session scan A e32f6a7f6c0a
me-figure-discussion is a command published in the GitHub repository hanhuark/mechanical-engineering-research-skill (16 stars, last pushed 2d ago), licensed MIT. It adds 21 tokens to every session and 199 once invoked, about $0.0001 per session on Opus 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.
Other commands, from other repositories
research
Start or resume an academic research project — idea through literature, methodology, writing, feedback, and publishing.
openehr-explain
One-stop router that explains or looks up any openEHR thing — auto-detects an archetype, a template, an RM/AM/BASE type, an RM structural concept, an ADL idiom, an AQL query or keyword, or a terminology code (replaces /archetype-explain, /template-explain, /type-spec, /rm-structure, /adl-idiom, /terminology).
gpd:write-paper
Structure and write a physics paper from project research results or a bounded external-authoring intake.
gpd:derive-equation
Perform a rigorous physics derivation with systematic verification at each step.
gpd:limiting-cases
Systematically identify and verify all relevant limiting cases for a result or phase.
external-review
Run a single external code review via an external LLM API on the full branch diff vs main. Standalone usage — no aggregation with internal review.