bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
OpenClaw Arbiter
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install atlaspa/openclaw-arbiterInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Audits installed skills to report exactly what system resources each one accesses — network, subprocess, file I/O, environment variables, and unsafe operations.
You install skills and trust them blindly. A skill that claims to format markdown could also open network connections, execute shell commands, or read your environment variables. Nothing reports what permissions each skill actually uses.
Deep audit of all installed skills with line-level findings.
python3 {baseDir}/scripts/arbiter.py audit --workspace /path/to/workspace
python3 {baseDir}/scripts/arbiter.py audit openclaw-warden --workspace /path/to/workspace
Compact table showing permission categories per skill.
python3 {baseDir}/scripts/arbiter.py report --workspace /path/to/workspace
One-line summary of permission risk.
python3 {baseDir}/scripts/arbiter.py status --workspace /path/to/workspace
| Category | Risk | Examples |
|---|---|---|
| Serialization | CRITICAL | pickle, eval(), exec(), import |
| Subprocess | HIGH | subprocess, os.system, Popen, command substitution |
| Network | HIGH | urllib, requests, curl, wget, hardcoded URLs |
| File Write | MEDIUM | open('w'), shutil.copy, os.remove, rm |
| Environment | MEDIUM | os.environ, os.getenv, os.putenv |
| Crypto | LOW | hashlib, hmac, ssl |
| File Read | LOW | open('r'), os.walk, glob |
0 — Clean, all skills within normal bounds1 — Elevated permissions detected (review needed)2 — Critical permissions detected (action needed)Python standard library only. No pip install. No network calls. Everything runs locally.
Works with OpenClaw, Claude Code, Cursor, and any tool using the Agent Skills specification.
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
Permission auditor for OpenClaw, Claude Code, and any Agent Skills-compatible tool.
Reports exactly what system resources each installed skill accesses: network, subprocess, file I/O, environment variables, and unsafe operations like eval/pickle.
git clone https://github.com/AtlasPA/openclaw-arbiter.git
cp -r openclaw-arbiter ~/.openclaw/workspace/skills/
# Full audit of all skills
python3 scripts/arbiter.py audit
# Audit a specific skill
python3 scripts/arbiter.py audit openclaw-warden
# Permission matrix (compact table)
python3 scripts/arbiter.py report
# Quick status
python3 scripts/arbiter.py status
| Category | Risk | Examples |
|---|---|---|
| Serialization | CRITICAL | pickle, eval(), exec(), import |
| Subprocess | HIGH | subprocess, os.system, Popen |
| Network | HIGH | urllib, requests, curl, wget, URLs |
| File Write | MEDIUM | open('w'), shutil, os.remove |
| Environment | MEDIUM | os.environ, os.getenv |
| Crypto | LOW | hashlib, hmac, ssl |
| File Read | LOW | open('r'), os.walk, glob |
|---------|------|-----| | Permission detection | Yes | Yes | | Permission matrix | Yes | Yes | | Line-level findings | Yes | Yes | | Revoke excess permissions | - | Yes | | Quarantine over-privileged skills | - | Yes | | Enforce permission policies | - | Yes | | Pre-install permission gate | - | Yes |
MIT
# OpenClaw Arbiter
Audits installed skills to report exactly what system resources each one accesses — network, subprocess, file I/O, environment variables, and unsafe operations.
## The Problem
You install skills and trust them blindly. A skill that claims to format markdown could also open network connections, execute shell commands, or read your environment variables. Nothing reports what permissions each skill actually uses.
## Commands
### Full Audit
Deep audit of all installed skills with line-level findings.
```bash
python3 {baseDir}/scripts/arbiter.py audit --workspace /path/to/workspace
```
### Audit Single Skill
```bash
python3 {baseDir}/scripts/arbiter.py audit openclaw-warden --workspace /path/to/workspace
```
### Permission Matrix
Compact table showing permission categories per skill.
```bash
python3 {baseDir}/scripts/arbiter.py report --workspace /path/to/workspace
```
### Quick Status
One-line summary of permission risk.
```bash
python3 {baseDir}/scripts/arbiter.py status --workspace /path/to/workspace
```
## What It Detects
| Category | Risk | Examples |
|----------|------|----------|
| **Serialization** | CRITICAL | pickle, eval(), exec(), __import__ |
| **Subprocess** | HIGH | subprocess, os.system, Popen, command substitution |
| **Network** | HIGH | urllib, requests, curl, wget, hardcoded URLs |
| **File Write** | MEDIUM | open('w'), shutil.copy, os.remove, rm |
| **Environment** | MEDIUM | os.environ, os.getenv, os.putenv |
| **Crypto** | LOW | hashlib, hmac, ssl |
| **File Read** | LOW | open('r'), os.walk, glob |
## Exit Codes
- `0` — Clean, all skills within normal bounds
- `1` — Elevated permissions detected (review needed)
- `2` — Critical permissions detected (action needed)
## No External Dependencies
Python standard library only. No pip install. No network calls. Everything runs locally.
## Cross-Platform
Works with OpenClaw, Claude Code, Cursor, and any tool using the Agent Skills specification.# OpenClaw Arbiter
Permission auditor for [OpenClaw](https://github.com/openclaw/openclaw), [Claude Code](https://docs.anthropic.com/en/docs/claude-code), and any Agent Skills-compatible tool.
Reports exactly what system resources each installed skill accesses: network, subprocess, file I/O, environment variables, and unsafe operations like eval/pickle.
## Install
```bash
git clone https://github.com/AtlasPA/openclaw-arbiter.git
cp -r openclaw-arbiter ~/.openclaw/workspace/skills/
```
## Usage
```bash
# Full audit of all skills
python3 scripts/arbiter.py audit
# Audit a specific skill
python3 scripts/arbiter.py audit openclaw-warden
# Permission matrix (compact table)
python3 scripts/arbiter.py report
# Quick status
python3 scripts/arbiter.py status
```
## What It Detects
| Category | Risk | Examples |
|----------|------|----------|
| Serialization | CRITICAL | pickle, eval(), exec(), __import__ |
| Subprocess | HIGH | subprocess, os.system, Popen |
| Network | HIGH | urllib, requests, curl, wget, URLs |
| File Write | MEDIUM | open('w'), shutil, os.remove |
| Environment | MEDIUM | os.environ, os.getenv |
| Crypto | LOW | hashlib, hmac, ssl |
| File Read | LOW | open('r'), os.walk, glob |
|---------|------|-----|
| Permission detection | Yes | Yes |
| Permission matrix | Yes | Yes |
| Line-level findings | Yes | Yes |
| **Revoke excess permissions** | - | Yes |
| **Quarantine over-privileged skills** | - | Yes |
| **Enforce permission policies** | - | Yes |
| **Pre-install permission gate** | - | Yes |
## Requirements
- Python 3.8+
- No external dependencies (stdlib only)
- Cross-platform: Windows, macOS, Linux
## License
MITBambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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