Debt Sentinel

Debt-Sentinel: Technical Debt Prevention

Overview

Debt-Sentinel is an architectural enforcer that prevents "vibe coding" slop by blocking anti-patterns before they enter the codebase. It uses PreToolUse hooks to intercept problematic code and maintains a debt ledger for accountability.

When to Use

Activate this skill when:

• Writing or editing code files
• Reviewing code for quality issues
• Checking for security vulnerabilities
• Validating architectural compliance
• Before committing changes

Anti-Patterns Detected

Critical (Blocks Edit)

• Hardcoded Secrets: API keys, passwords, tokens in source code
• Inline SQL: SQL injection vulnerabilities via string concatenation
• Direct DOM Manipulation: Bypassing React's virtual DOM

Warning (Logs Debt)

• Inline Styles: Using style={} instead of CSS classes
• Console Logging: Using console.log instead of structured logging
• Magic Numbers: Unnamed numeric literals
• Service Layer Bypass: Direct HTTP calls bypassing abstractions

Info (Tracked)

• TODO Without Tickets: Unreferenced TODO comments
• Poor Naming: Non-descriptive variable names

Usage

Automatic Mode

When integrated with Agent Zero hooks, Debt-Sentinel automatically scans every file edit:

{
  "hooks": {
    "PreToolUse": [
      {
        "matcher": "Edit(*)|Write(*)",
        "command": "python3 /a0/usr/plugins/debt-sentinel/debt-sentinel.py --check"
      }
    ]
  }
}

Manual Mode

# Check a file
python3 /a0/usr/plugins/debt-sentinel/debt-sentinel.py --check 

# View session debt report
python3 /a0/usr/plugins/debt-sentinel/debt-sentinel.py --session-end

Understanding Debt Scores

Each violation has an "Interest Rate" (1-10):

• Critical: 8-10 points
• Warning: 4-7 points
• Info: 1-3 points

Session Debt Score accumulates across all edits. High scores trigger cleanup prompts.

Configuration

Edit /a0/usr/plugins/debt-sentinel/ANTI_PATTERNS.md to customize:

### CUSTOM-001: Your Pattern Name
**Severity:** critical
**Interest Rate:** 9
**Regex:** your-regex-pattern
**Description:** What this pattern detects
**Fix Suggestion:** How to resolve

Debt Ledger

All violations are logged to /a0/usr/plugins/debt-sentinel/DEBT.md:

## Debt Entry - 2026-02-12 12:00:00
**Pattern:** CRITICAL-001
**Severity:** critical
**File:** src/api/auth.js
**Debt Score:** 10
**Description:** Hardcoded API key detected

Integration

Works seamlessly with:

• Red Team Tribunal: Security-focused adversarial review
• Spec-Lock: Documentation synchronization
• Compound Engineering: Multi-stage workflow orchestration

Success Metrics

• Block Rate: % of edits blocked due to critical violations
• Debt Trend: Session debt scores over time
• Resolution Time: Average time to fix violations
• Override Rate: % of blocks that users override (should be <5%)

Troubleshooting

Permission Denied

chmod +x /a0/usr/plugins/debt-sentinel/debt-sentinel.py

Pattern Not Detecting

Check regex syntax in ANTI_PATTERNS.md:

import re
pattern = re.compile(r'your-regex', re.IGNORECASE)

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Part of the Essential 2026 Plugin Suite

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: aegntic
• Source: aegntic/cldcde
• License: MIT
• Homepage: https://cldcde.cc

Install and usage instructions live in the source repository linked above.