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-correlation-check)<a href="https://agentmods.dev/commands/hanhuark/mechanical-engineering-research-skill/me-correlation-check"><img src="https://agentmods.dev/badge/commands/hanhuark/mechanical-engineering-research-skill/me-correlation-check/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-correlation-check"><img src="https://agentmods.dev/badge/commands/hanhuark/mechanical-engineering-research-skill/me-correlation-check.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 | $0.00024 | $0.00243 |
| Opus 5 | $0.00012 | $0.00121 |
| Sonnet 5 | $0.00005 | $0.00049 |
| Haiku 4.5 | $0.00002 | $0.00024 |
Grade A, and why
me-correlation-check 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 9d 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 Correlation Check
Use mechanical-engineering-research to audit equations, correlations, property models, and dimensionless groups before they are used in a manuscript, proposal, design memo, or code workflow.
Workflow:
- Identify the system, geometry, fluid, boundary conditions, and target metric.
- List every equation, correlation, empirical constant, and dimensionless group being used.
- Check validity limits: Reynolds, Prandtl, Nusselt, Rayleigh, Weber, Bond, Mach, phase-change regime, geometry, roughness, orientation, and property range.
- Check unit consistency and whether properties are evaluated at bulk, wall, film, saturation, or reference temperature.
- Compare the correlation against the claimed mechanism and output metric.
- Mark each use as valid, conditionally valid, unsupported, or invalid.
Expected output:
- correlation inventory
- validity-range table
- assumptions and missing inputs
- claim-strength assessment
- safer wording or replacement checks
- next calculations or source lookups
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.
- 9d ago First seen · 26 lines · 24 tokens per session scan A a0f974de30f1
me-correlation-check is a command published in the GitHub repository hanhuark/mechanical-engineering-research-skill (16 stars, last pushed 11d ago), licensed MIT. It adds 24 tokens to every session and 243 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.