Tech Debt

Tech Debt Hunter

Overview

Automatically detect and remove technical debt from codebases: dead code, unused exports, duplicate functions, accumulated TODOs, and complexity hotspots. All removals are archived for safety—aggressive action with a recovery net.

Core principle: Detect the stack, use appropriate tools, archive before removing, report what was killed.

When to Use

• Starting a refactor or cleanup sprint
• Codebase feels bloated with unused code
• Before major feature work to reduce noise
• User mentions "tech debt", "dead code", "cleanup", "unused"

Stack Detection

Detect project type by checking for marker files:

For mixed repos, run appropriate tools for each detected stack.

Detection Categories

Tier 1: Auto-Kill (100% safe)

Remove immediately, archive for safety:

• Unused imports - Detected by linters, never referenced
• Unreachable code - After return/throw, dead branches
• Commented-out code blocks - // old implementation cruft
• Empty files - Source files with no exports/definitions
• Unused private functions - Private/unexported, zero internal refs

Tier 2: Archive (High confidence)

Remove with archive, report in summary:

• Unused exports - Exported but never imported elsewhere
• Dead functions - Defined but never called
• Duplicate code blocks - >20 lines with >90% similarity
• Unused variables - Declared but never read
• Deprecated API usage - Using removed/deprecated APIs

Tier 3: Report Only (Needs review)

Flag for manual review, do not auto-remove:

• High complexity functions - Cyclomatic complexity >15
• TODO/FIXME accumulation - Files with >5 outstanding items
• Missing type coverage - Functions without type annotations
• Large files - Source files >500 lines
• Deeply nested code - Nesting depth >5 levels

Archive Structure

/Users/braydon/projects/archive/tech-debt/
├── 2026-02-03-143022-projectname/
│   ├── metadata.json
│   └── [preserved file structure]

Metadata Format

{
  "timestamp": "2026-02-03T14:30:22Z",
  "project": "/Users/braydon/projects/experiments/foo",
  "stack": ["typescript", "python"],
  "summary": {
    "tier1_removed": 23,
    "tier2_removed": 12,
    "tier3_flagged": 8,
    "lines_removed": 847
  },
  "files": [
    {
      "path": "src/utils/old-helper.ts",
      "action": "deleted",
      "tier": 1,
      "reason": "unused_export",
      "details": "Exported but never imported"
    }
  ]
}

Execution Workflow

1. Detect Stack

# Check for project markers
[[ -f "tsconfig.json" ]] && STACK+=("typescript")
[[ -f "package.json" ]] && [[ ! -f "tsconfig.json" ]] && STACK+=("javascript")
[[ -f "requirements.txt" ]] || [[ -f "pyproject.toml" ]] && STACK+=("python")
[[ -f "Cargo.toml" ]] && STACK+=("rust")
[[ -f "go.mod" ]] && STACK+=("go")

2. Run Detection Tools

For each detected stack, run appropriate analysis. See references/tool-commands.md for specific commands.

TypeScript/JavaScript:

• npx knip - Comprehensive unused detection
• npx ts-prune - Unused exports (TS only)
• npx eslint --rule 'no-unused-vars: error'

Python:

• vulture . --min-confidence 80
• flake8 --select=F401,F841 (unused imports/vars)
• pylint --disable=all --enable=W0611,W0612

Rust:

• cargo +nightly udeps
• cargo clippy -- -W dead_code

Go:

• staticcheck ./...
• deadcode ./...

3. Analyze Results

Parse tool output and categorize by tier:

• Tier 1: Pattern match known safe removals
• Tier 2: Cross-reference to confirm unused
• Tier 3: Complexity/quality metrics

4. Create Archive

ARCHIVE_DIR="/Users/braydon/projects/archive/tech-debt/$(date +%Y-%m-%d-%H%M%S)-$(basename $PWD)"
mkdir -p "$ARCHIVE_DIR"

5. Execute Removals

For Tier 1 and Tier 2 items:

1. Copy file to archive preserving structure
2. Apply removal (delete file, remove function, etc.)
3. Log to metadata.json

6. Generate Report

🔪 Tech Debt Hunter - /Users/braydon/projects/foo
Stack: TypeScript, Python | Scanning...

📊 Results:

TIER 1 - Auto-killed (100% safe):
  ✓ 8 unused imports removed
  ✓ 3 unreachable code blocks removed
  ✓ 2 empty files deleted
  ✓ 4 commented code blocks removed

TIER 2 - Archived & removed:
  ✓ 5 unused exports removed
  ✓ 3 dead functions removed
  ✓ 2 duplicate code blocks consolidated

TIER 3 - Flagged for review:
  ⚠ src/services/auth.ts - complexity 23 (threshold: 15)
  ⚠ src/utils/helpers.py - 7 TODO items
  ⚠ src/legacy/old-api.ts - 612 lines (threshold: 500)

📦 Archive: /Users/braydon/projects/archive/tech-debt/2026-02-03-143022-foo/
   847 lines removed | 17 files modified | 2 files deleted

💡 Run '/tech-debt --report' for detailed breakdown

Usage

/tech-debt                    # Full scan + removal
/tech-debt --report           # Report only, no changes
/tech-debt --tier1-only       # Only auto-kill safe items
/tech-debt src/               # Scope to directory
/tech-debt --restore <id>     # Restore from archive

Protected Patterns

Never touch:

• .git/, node_modules/, .venv/, dist/, build/
• package.json, requirements.txt, *.lock
• CLAUDE.md, README.md, .env*
• Files with uncommitted changes
• Test files (unless explicitly included)

Tool Installation

Before first run, ensure tools are available. See scripts/install-tools.sh for installation commands.

Common Mistakes

Running without reading output first

• Always use --report first on unfamiliar codebases
• Review Tier 3 items manually

Ignoring test coverage

• Dead code detection may miss dynamically-called code
• Ensure tests pass after cleanup

Not checking git status

• Only run on clean working directory
• Commit or stash changes first

Additional Resources

Reference Files

• references/tool-commands.md - Detailed tool commands per language
• references/detection-patterns.md - Regex patterns for code detection

Scripts

• scripts/install-tools.sh - Install all detection tools
• scripts/detect-stack.sh - Stack detection utility

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