Agent Skills Index

Directory / Scientific Agent Skills (K-Dense) / uncertainty-and-units

uncertainty-and-units

skill Science, research & learning

Tracks physical units and propagates measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, CODATA constants, auditing Python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (Reynolds, Peclet, Damkohler, Knudsen, Biot, Womersley), characteristic scales such as diffusion time or Debye length, and observed magnitude ranges. Trigger on "is this number physically reasonable", "sanity check these units", "what regime is this flow in", or a result that looks off by orders of magnitude.
Description from the SKILL.md front matter.

Install

GitHub CLI v2.90+ (Copilot by default)
gh skill install K-Dense-AI/scientific-agent-skills uncertainty-and-units
For Claude Code
gh skill install K-Dense-AI/scientific-agent-skills uncertainty-and-units --agent claude-code
For Codex
gh skill install K-Dense-AI/scientific-agent-skills uncertainty-and-units --agent codex

Commands follow each host's documentation (Any Agent Skills host (Claude Code, Codex, Cursor, Gemini CLI, Copilot…) docs). gh skill needs GitHub CLI 2.90 or later and is in public preview.

Listed from K-Dense Inc.'s catalog, not reviewed by us. Read the source before installing.

Catalog
Scientific Agent Skills (K-Dense)
Author
K-Dense Inc.
Source code
K-Dense-AI/scientific-agent-skills
License
MIT
Repository stars
52,795 for K-Dense-AI/scientific-agent-skills (the whole catalog repo)
Version
1.3
Added to catalog
Not tracked for this source
Last change
2026-10-19 (last push to the repo)

What it contains

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