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jev-audit

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By OneWave-AI/claude-skills (GitHub) · coding · 421 stars · scanned at commit b2267d9

Audit a codebase for LLM calls that are really classifications in disguise, then produce a costed swap plan for a System One model. Use when asked to cut AI inference cost or latency, when scoping a performance engagement for a client, when reviewing an agent loop that feels slow, or when asked "where could we use Jev here". Produces a ranked table of candidates with measured latency and dollar deltas.

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/'jev-audit' ] || [ -L ~/.agents/skills/'jev-audit' ]; then echo 'A skill folder named jev-audit already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/OneWave-AI/claude-skills' "$d" && git -C "$d" checkout --quiet 'b2267d9171af4f56848d82992381b20b89b44056' -- 'jev-audit' && mkdir -p ~/.agents/skills && cp -R "$d"/'jev-audit' ~/.agents/skills/'jev-audit' && 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/'jev-audit' ~/.claude/skills/'jev-audit' (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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