← All skills

nonlinear-solvers

95 / 100 · Low risk

Fine to try.

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

Select and configure nonlinear solvers for f(x)=0 or min F(x). Use for Newton methods, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson acceleration, diagnosing convergence issues, choosing line search vs trust region, and analyzing Jacobian quality.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'nonlinear-solvers' ] || [ -L ~/.agents/skills/'nonlinear-solvers' ]; then echo 'A skill folder named nonlinear-solvers 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 "$d" checkout --quiet '908229c955510a1841b216e8bf58f6b22818d4dc' -- 'skills/nonlinear-solvers' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/nonlinear-solvers' ~/.agents/skills/'nonlinear-solvers' && 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/'nonlinear-solvers' ~/.claude/skills/'nonlinear-solvers' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for lilinji/GeneTind-Life-Skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/lilinji/GeneTind-Life-Skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/lilinji/GeneTind-Life-Skills/)

Score history

Also found in

Identical copies of this skill exist at:

• BioTender-max/awesome-bio-agent-skills/skills/openclaw/nonlinear-solvers