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clawguard — Enterprise AI agent security toolkit providing pre-flight auditing, configuration hardening, runtime threat detection, and active defense against prompt injection and intent drift via SKILL.md-driven modules. | Kitploit
Tools/GitHubGitHub/safeagent-beihang/clawguard
Defensive ToolsCode AnalysisConfiguration AuditingSupply Chain SecurityIntrusion DetectionLearning & EducationAI SecurityAnomaly Detection
GitHubsafeagent-beihang/clawguard

clawguard

Enterprise AI agent security toolkit providing pre-flight auditing, configuration hardening, runtime threat detection, and active defense against prompt injection and intent drift via SKILL.md-driven modules.

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5045 months agoReviewed by Kitploit

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🦞 ClawGuard v3

Enterprise AI Agent Security Toolkit - SKILL.md Driven Active Defense

Core Concept

The core defense of ClawGuard v3 is not in the code, but in SKILL.md!

Each module's SKILL.md itself is a complete defense guide:

  • Tells the Agent when to trigger
  • Guides the Agent how to detect
  • Provides specific detection patterns and rules
  • Defines output format and decision criteria

Code scripts are just auxiliary tools; the real intelligence is in SKILL.md.


🎯 Five Security Modules

ModulePositionSKILL.md LinesCore Features
AuditorPre-flight Audit679 linesIntent Drift Detection, SKILL.md Code Scanning
CheckerStatic Check476 linesConfig Hardening, One-Click Fix
DetectRuntime Monitor615 linesThreat Detection, Guardian Integration
GuardianRuntime Control451 linesBehavior Monitoring, Session Freeze/Replay
ShieldActive Defense493 linesPrompt Injection, Zero-Width Detection

Total Documentation: 2,714 lines (v2 has 2,226 lines with only 3 modules)


📂 Module Structure

Each module contains:

root@kitploit:~
auditor-skill/
├── SKILL.md      ← Core defense guide (most important!)
├── _meta.json    ← Metadata
├── cli.js        ← Auxiliary CLI tool
└── src/          ← Auxiliary code modules

Core SKILL.md Contents

Each SKILL.md includes:

  1. When to Trigger - When should the Agent use this module
  2. How to Execute - Detailed detection steps and workflows
  3. Detection Pattern Library - Specific regex and pattern matching rules
  4. Decision Criteria - How to output results and risk levels
  5. Examples - Actual usage cases

🚀 Quick Start

Usage via Agent (Recommended)

Tell the Agent what to do, and it will read SKILL.md and execute:

root@kitploit:~
User: Help me audit this skill: /workspace/skills/weather-tool
        ↓
Agent reads auditor-skill/SKILL.md
        ↓
Agent executes audit according to SKILL.md guidelines
        ↓
Output audit results

Usage via CLI

root@kitploit:~
# Audit Skill
cd auditor-skill && node cli.js /path/to/skill

# Check Configuration
cd checker-skill && node cli.js ~/.openclaw/openclaw.json

# Detect Threats
cd detect-skill && node cli.js --monitor

# Runtime Guardian
cd guardian-skill && node cli.js start

# Detect Injection
cd shield-skill && node cli.js defend "test text"

📋 Module Details

Auditor - Pre-flight Audit (679 lines)

Trigger Scenarios: Before installing a new Skill

SKILL.md Core Features:

  • Command execution risk detection (100+ patterns)
  • File access risk detection
  • Network request risk detection
  • Intent Drift Detection (v3 new)
  • SKILL.md Code Block Scanning (v3 new)
  • Supply chain security analysis
  • MITRE ATT&CK mapping

Decision Output:

root@kitploit:~
🟢 Safe → Can install
🟡 Need Review → Can install after confirmation
🔴 High Risk → Not recommended to install

Checker - Configuration Check (476 lines)

Trigger Scenarios: Check configuration security

SKILL.md Core Features:

  • Gateway configuration check
  • Tool execution configuration check
  • Sandbox configuration check
  • Network security check
  • Hardening Recommendations (v3 new)
  • One-Click Fix (v3 new)

Decision Output:

root@kitploit:~
⚠️ Issues found + Specific fix recommendations + One-click hardening

Detect - Threat Detection (615 lines)

Trigger Scenarios: Real-time monitoring and threat scanning

SKILL.md Core Features:

  • Command execution threat detection
  • File operation threat detection
  • Network threat detection
  • Prompt injection detection
  • Attack chain correlation analysis
  • Guardian Integration (v3 new)

Decision Output:

root@kitploit:~
🔴 CRITICAL → Immediate action required
🟠 HIGH → Request confirmation
🟡 MEDIUM → Log and warn

Guardian - Runtime Guardian (451 lines)

Trigger Scenarios: When behavior monitoring is needed

SKILL.md Core Features:

  • Real-time behavior monitoring
  • Risk operation interception
  • Session audit replay
  • Emergency Freeze (v3 new)
  • Evidence Preservation (v3 new)
  • Rule Engine (v3 new)

Core Rules:

root@kitploit:~
Deny: /etc/*, /root/*, /.ssh/*
Confirm: rm -rf, chmod 777, killall
Log: All operations

Shield - Active Shield (493 lines)

Trigger Scenarios: Check user input security

SKILL.md Core Features:

  • Base64 Encoding Injection Detection (v3 new)
  • Hex/Unicode Encoding Detection (v3 new)
  • Zero-Width Character Detection (v3 new)
  • Role hijacking detection
  • Jailbreak attack detection
  • Instruction Chain Hijacking Detection (v3 new)
  • Intent Validation (v3 new)

Detection Workflow:

root@kitploit:~
Encoding → Hijacking → Jailbreak → Chain Hijacking → Intent Drift

🔍 Intent Drift Detection (v3 Core Feature)

What is Intent Drift?

The Skill's claimed functionality vs. actual behavior doesn't match:

ClaimedActualDecision
"Weather Tool"Reads SSH keys🔴 Severe drift
"File Organizer"Starts backdoor process🔴 Severe drift
"Translation Assistant"Exfiltrates user documents🔴 Severe drift

Detection Method

  1. Extract claimed functionality from SKILL.md
  2. Analyze actual behavior in code
  3. Compare for match
  4. Flag as high risk if mismatched

📁 Project Structure

root@kitploit:~
ClawGuardv3/
├── auditor-skill/           # Pre-flight audit (679 lines SKILL.md)
│   ├── SKILL.md          # ⭐ Core defense guide
│   ├── _meta.json
│   ├── cli.js
│   └── src/
│       ├── auditor.js
│       ├── sast-analyzer.js
│       ├── intent-drift-detector.js
│       └── supply-chain-analyzer.js
├── checker-skill/           # Config check (476 lines SKILL.md)
│   ├── SKILL.md          # ⭐ Core defense guide
│   ├── _meta.json
│   ├── cli.js
│   └── src/
│       └── checker.js
├── detect-skill/            # Threat detection (615 lines SKILL.md)
│   ├── SKILL.md          # ⭐ Core defense guide
│   ├── _meta.json
│   ├── cli.js
│   └── src/
│       └── detector.js
├── guardian-skill/           # Runtime guardian (451 lines SKILL.md)
│   ├── SKILL.md          # ⭐ Core defense guide
│   ├── _meta.json
│   ├── cli.js
│   └── src/
│       └── guardian.js
├── shield-skill/            # Active shield (493 lines SKILL.md)
│   ├── SKILL.md          # ⭐ Core defense guide
│   ├── _meta.json
│   ├── cli.js
│   └── src/
│       └── shield.js
└── shared/
    └── rules/
        └── interceptor-rules.js

🆚 v2 vs v3 Comparison

Module Comparison


📄 License

MIT License


Version: v3.0.0 Last Updated: 2026-03-21

Download Tool
Featurev2v3
Module Count35
Total SKILL.md Lines2,2262,714
Defense CoreCode implementationSKILL.md
Intent Drift DetectionBasicComplete
SKILL.md Code ScanningNoneYes
Guardian IntegrationNoneYes
Session ManagementBasicFreeze/Replay
Prompt Injection ProtectionBasicMulti-layer Detection
Zero-Width DetectionNoneYes
One-Click HardeningNoneYes
Modulev2 SKILL.mdv3 SKILL.mdNew Content
Auditor823 lines679 linesIntent drift, SKILL.md scanning
Checker686 lines476 linesOne-click hardening, fix suggestions
Detect717 lines615 linesGuardian integration, zero-width detection
Guardian-451 linesNew module
Shield-493 linesNew module