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context-tax-audit

100 / 100 · Low risk

Fine to try.

By MiniMax-AI/mcode-stack (GitHub) · coding · 704 stars · scanned at commit 0db1b4f

Inventory everything an agent injects into each request besides the user's message, such as system prompt, environment info, skill list, tool definitions, per-turn context blocks and reminders, and check necessity, frequency, precision, position and prompt-cache impact. Use when reviewing an agent's prompt assembly, chasing low cache hit rates, or trimming per-turn overhead.

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/'context-tax-audit' ] || [ -L ~/.agents/skills/'context-tax-audit' ]; then echo 'A skill folder named context-tax-audit already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/MiniMax-AI/mcode-stack' "$d" && git -C "$d" checkout --quiet '0db1b4fb3b6270e173080d87b72c28516b299ddd' -- 'stacks/ronny/skills/context-tax-audit' && mkdir -p ~/.agents/skills && cp -R "$d"/'stacks/ronny/skills/context-tax-audit' ~/.agents/skills/'context-tax-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/'context-tax-audit' ~/.claude/skills/'context-tax-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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Score history

DateVersionScore
2026-11-120db1b4f100
2026-11-0888f84be100
2026-11-0788f84be100