parameter-optimization

95 / 100 · Low risk

Fine to try.

By lilinji/GeneTind-Life-Skills (GitHub) · design · 17 stars · scanned at commit 908229c

Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selection. Use for calibration, uncertainty studies, parameter sweeps, LHS sampling, Sobol analysis, surrogate modeling, or Bayesian optimization setup.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this.

Found in 4 places.

skills/parameter-optimization/SKILL.md, line 84python3 scripts/doe_generator.py --params 3 --budget 20 --method lhs --json
skills/parameter-optimization/SKILL.md, line 105python3 scripts/doe_generator.py --params 2 --budget 30 --method lhs --json
skills/parameter-optimization/SKILL.md, line 109python3 scripts/sensitivity_summary.py --scores 0.7,0.3 --names conductivity,diffusivity --json

Show 1 more

skills/parameter-optimization/SKILL.md, line 113python3 scripts/optimizer_selector.py --dim 2 --budget 30 --noise low --json

Install

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

if [ -e ~/.agents/skills/'parameter-optimization' ] || [ -L ~/.agents/skills/'parameter-optimization' ]; then echo 'A skill folder named parameter-optimization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/lilinji/GeneTind-Life-Skills' "$d" && git -C "$d" checkout --quiet '908229c955510a1841b216e8bf58f6b22818d4dc' -- 'skills/parameter-optimization' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/parameter-optimization' ~/.agents/skills/'parameter-optimization' && 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/'parameter-optimization' ~/.claude/skills/'parameter-optimization' (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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Score history

Date	Version	Score
2026-11-11	`908229c`	95

Also found in

Identical copies of this skill exist at:

BioTender-max/awesome-bio-agent-skills/skills/openclaw/parameter-optimization