Code Hardcode Audit

When to Use This Skill

Use this skill when the user mentions:

• “hardcoded values”, “hardcodes”, “magic numbers”
• “constant detection”, “find constants”
• “duplicate constants”, “DRY violations”
• “code audit”, “hardcode audit”
• “PLR2004”, “semgrep”, “jscpd”, “gitleaks”
• “secret scanning”, “leaked secrets”, “API keys”
• “passwords in code”, “credential leaks”

Quick Start

# Full audit (all tools, both outputs)
uv run --script scripts/audit_hardcodes.py -- src/

# Python magic numbers only (fastest)
uv run --script scripts/run_ruff_plr.py -- src/

# Pattern-based detection (URLs, ports, paths)
uv run --script scripts/run_semgrep.py -- src/

# Copy-paste detection
uv run --script scripts/run_jscpd.py -- src/

# Secret scanning (API keys, tokens, passwords)
uv run --script scripts/run_gitleaks.py -- src/

Tool Overview

Output Formats

JSON (–output json)

{
  "summary": {
    "total_findings": 42,
    "by_tool": { "ruff": 15, "semgrep": 20, "jscpd": 7 },
    "by_severity": { "high": 5, "medium": 25, "low": 12 }
  },
  "findings": [
    {
      "id": "MAGIC-001",
      "tool": "ruff",
      "rule": "PLR2004",
      "file": "src/config.py",
      "line": 42,
      "column": 8,
      "message": "Magic value used in comparison: 8123",
      "severity": "medium",
      "suggested_fix": "Extract to named constant"
    }
  ],
  "refactoring_plan": [
    {
      "priority": 1,
      "action": "Create constants/ports.py",
      "finding_ids": ["MAGIC-001", "MAGIC-003"]
    }
  ]
}

Compiler-like Text (–output text)

src/config.py:42:8: PLR2004 Magic value used in comparison: 8123 [ruff]
src/probe.py:15:1: hardcoded-url Hardcoded URL detected [semgrep]
src/client.py:20-35: Clone detected (16 lines, 95% similarity) [jscpd]

Summary: 42 findings (ruff: 15, semgrep: 20, jscpd: 7)

CLI Options

--output {json,text,both}  Output format (default: both)
--tools {all,ruff,semgrep,jscpd,gitleaks}  Tools to run (default: all)
--severity {all,high,medium,low}  Filter by severity (default: all)
--exclude PATTERN  Glob pattern to exclude (repeatable)
--parallel  Run tools in parallel (default: true)

References

• Tool Comparison – Detailed tool capabilities
• Output Schema – JSON schema specification
• Troubleshooting – Common issues and fixes

Related

• ADR-0046: Semantic Constants Abstraction
• ADR-0047: Code Hardcode Audit Skill
• code-clone-assistant – PMD CPD-based clone detection (DRY focus)

Troubleshooting