Stop approving shell commands you can't read. When an AI coding agent fires a dense one-liner at your terminal, you either reverse-engineer it or rubber-stamp it blind. This makes the agent format those commands so you can see their intent, steps, and blast radius before they run — and preview anything destructive first.
Works with any agent, in any command language (shell, python -c
, node -e
,
jq
, SQL).
Before — what an agent normally emits:
find . -name "*.log" -mtime +7 -exec gzip {} \; && find . -name "*.gz" -mtime +30 -delete && du -sh .
After — what this produces:
#!/usr/bin/env bash
set -euo pipefail
root="."
compress_after_days=7 # gzip logs older than this
delete_after_days=30 # remove archives older than this
echo "==> Compressing .log files older than ${compress_after_days}d"
find "$root" -name "*.log" -mtime "+${compress_after_days}" -exec gzip {} \;
echo "==> Deleting .gz archives older than ${delete_after_days}d"
find "$root" -name "*.gz" -mtime "+${delete_after_days}" -delete
echo "==> Disk usage after cleanup"
du -sh "$root"
…plus a one-line plain-English summary in chat before it runs. Seven rules do
the work — name values, comment the why, banner each phase, fail loud, preview
deletions, prose first — and the agent knows to skip all of it for a bare ls
. Full rules and per-language mechanics: AGENTS.md. More transforms (
python -c
, SQL): .
EXAMPLES.md
** skills.sh** (recommended — works for every supported agent):
npx skills add a-b/readable-ad-hoc-commands # this project
npx skills add a-b/readable-ad-hoc-commands -g # global: all projects
Claude Code, by hand (bundled skill, auto-discovered on startup):
git clone https://github.com/a-b/readable-ad-hoc-commands.git
cp -r readable-ad-hoc-commands/readable-ad-hoc-commands ~/.claude/skills/ # all projects
Any other agent — the rules are plain Markdown in AGENTS.md; drop them where your tool reads instructions:
| Agent | Where |
|---|---|
| Codex, Amp, Zed, Jules ( | |
AGENTS.md
at repo root.cursor/rules/readable-commands.mdc
.windsurf/rules/
.github/copilot-instructions.md
AGENTS.md
to the system prompt
AGENTS.md # harness-neutral rules (portable source of truth)
EXAMPLES.md # worked transforms for python -c and SQL
readable-ad-hoc-commands/
└── SKILL.md # Claude Code skill adapter (same rules + frontmatter)