tech-debt

name	tech-debt
description	This skill should be used when the user asks to "find dead code", "remove unused code", "clean up tech debt", "find duplicates", "identify unused functions", "kill dead code", or mentions tech debt cleanup, code cruft, or unused exports. Provides automated detection and removal of dead code, duplicates, and code quality issues with archive-based safety. Use when this capability is needed.
metadata	{"author":"dbmcco"}

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:

Marker	Stack	Tools
package.json + tsconfig.json	TypeScript	ts-prune, eslint, knip
package.json (no tsconfig)	JavaScript	eslint, knip
requirements.txt or pyproject.toml	Python	vulture, flake8, pylint
Cargo.toml	Rust	cargo-udeps, clippy
go.mod	Go	staticcheck, deadcode

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",
       
    
  

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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