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first-order-model-fitting

100 / 100 · Low risk

Fine to try.

By stanfish06/skillquarium (GitHub) · data · 12 stars · scanned at commit f748ea9

Fit first-order and first-order-plus-dead-time (FOPDT) models to experimental step response data and extract K (gain), tau (time constant), and theta (dead time), using a measured pre-step baseline, two-point estimates, and scipy curve_fit with bounds.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'first-order-model-fitting' ] || [ -L ~/.agents/skills/'first-order-model-fitting' ]; then echo 'A skill folder named first-order-model-fitting already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/stanfish06/skillquarium' "$d" && git -C "$d" checkout --quiet 'f748ea91aa51ce8fc42c27c809dba73a8377b1d5' -- 'skills/first-order-model-fitting' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/first-order-model-fitting' ~/.agents/skills/'first-order-model-fitting' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'first-order-model-fitting' ~/.claude/skills/'first-order-model-fitting' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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