SkillsAdd

michaelboeding/skills

auto-permissions-review-install

Install an AI-powered permission review hook that uses Claude Haiku to evaluate tool call safety before execution.

First seen Apr 7, 2026

Installation

$ npx skills add michaelboeding/skills --skill auto-permissions-review-install
View on skills.sh ↗ GitHub repository ↗

Summary

  • Install an AI-powered permission review hook that uses Claude Haiku to evaluate tool call safety before execution.
  • Per-session, auto-approves read-only operations, sends ambiguous Bash commands to Haiku, and only reviews edits in accept-edits mode.
  • Use when setting up auto-approve with AI review, reducing permission fatigue, or wanting Claude to review its own tool calls.

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 26
License LICENSE
Default branch master
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 4,202 B
  • docs SUMMARY.md 413 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 16 installs

SKILL.md

Auto Permissions Review

Installs a PreToolUse hook that reduces permission prompt fatigue by auto-approving safe operations and sending ambiguous commands to Claude Haiku for review.

Behavior

Tool Default mode Accept-edits mode
Read, Glob, Grep, LS, etc. instant allow instant allow
Simple Bash (ls, cat, find, git status) instant allow instant allow
Complex Bash (pipes, substitution) Haiku reviews Haiku reviews
Edit, Write normal prompt (you decide) Haiku reviews

Key design choices:

  • Per-session -- each terminal session independently enables/disables. Multiple sessions can run simultaneously without conflicts.
  • Read-only operations never prompt -- Read, Glob, Grep, and common Bash reads are auto-approved instantly with no API call.
  • Ambiguous Bash always goes to Haiku -- piped commands, subshells, and anything not in the read-only pattern list gets reviewed regardless of mode.
  • Edits respect your permission mode -- in default mode you still approve edits manually. In accept-edits mode (Shift+Tab), Haiku reviews them.

Related Commands

Command What It Does
/auto-permissions-review-install Install the hook (run once)
/auto-permissions-review-enable Turn on for this session
/auto-permissions-review-disable Turn off for this session

How It Works

  1. User runs /auto-permissions-review-enable -- hook creates ~/.claude/ai-review-sessions/<session_id>
  2. Tool call triggers PreToolUse hook
  3. Hook checks if a file for this session's ID exists
  4. Read-only tools and simple Bash reads are auto-approved instantly
  5. Complex Bash commands go to claude -p --model claude-haiku-4-5-20251001 --permission-mode plan
  6. Write tools check permission mode -- Haiku in accept-edits, normal prompt in default
  7. Haiku responds ALLOW or BLOCK: <reason>
  8. Hook returns the decision to Claude Code

Installation

Run the install script to set everything up:

bash "${CLAUDE_PLUGIN_ROOT}/skills/auto-permissions-review-install/scripts/install.sh"

This will:

  1. Copy ai-review.sh to ~/.claude/hooks/
  2. Register the PreToolUse hook in ~/.claude/settings.json

Workflow

Step 1: Check If Already Installed

[ -f ~/.claude/hooks/ai-review.sh ] && echo "Already installed" || echo "Not installed"

If already installed, tell the user and ask if they want to reinstall.

Step 2: Run the Installer

bash "${CLAUDE_PLUGIN_ROOT}/skills/auto-permissions-review-install/scripts/install.sh"

Step 3: Confirm and Explain

After installation, tell the user:

Auto Permissions Review hook installed.

Usage:
  /auto-permissions-review-enable   -- turn on (this session only)
  /auto-permissions-review-disable  -- turn off (this session only)

Read-only operations are auto-approved instantly.
Ambiguous Bash commands are reviewed by Haiku.
Edits only go through Haiku when accept-edits mode is on (Shift+Tab).
Each session enables independently.

Customization

The hook script is at ~/.claude/hooks/ai-review.sh. Users can:

  • Change the model (swap claude-haiku-4-5-20251001 for any model)
  • Add patterns to the read-only Bash allowlist
  • Modify the Haiku evaluation prompt/rules
  • Set DEBUG=0 to disable logging

Debug Log

When DEBUG=1 (default), all hook activity is logged to ~/.claude/ai-review.log:

cat ~/.claude/ai-review.log

Requirements

  • Claude Code CLI (claude command available)
  • jq installed (brew install jq)