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bloat-detector

Detect codebase bloat via progressive analysis: dead code, duplication, complexity, and doc bloat

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/athola/nm-conserve-bloat-detector
Or

Night Market Skill — ported from claude-night-market/conserve. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Table of Contents

  • Bloat Categories
  • Quick Start
  • When to Use
  • Confidence Levels
  • Prioritization
  • Module Architecture
  • Safety

Bloat Detector

Systematically detect and eliminate codebase bloat through progressive analysis tiers.

Bloat Categories

CategoryExamples
CodeDead code, God classes, Lava flow, duplication
AI-GeneratedTab-completion bloat, vibe coding, hallucinated deps
DocumentationRedundancy, verbosity, stale content, slop
DependenciesUnused imports, dependency bloat, phantom packages
Git HistoryStale files, low-churn code, massive single commits

Quick Start

Tier 1: Quick Scan (2-5 min, no tools)

/bloat-scan

Detects: Large files, stale code, old TODOs, commented blocks, basic duplication

Tier 2: Targeted Analysis (10-20 min, optional tools)

/bloat-scan --level 2 --focus code   # or docs, deps

Adds: Static analysis (Vulture/Knip), git churn hotspots, doc similarity

Tier 3: Deep Audit (30-60 min, full tooling)

/bloat-scan --level 3 --report audit.md

Adds: Cross-file redundancy, dependency graphs, readability metrics

When To Use

DoDon't
Context usage > 30%Active feature development
Quarterly maintenanceTime-sensitive bugs
Pre-release cleanupCodebase < 1000 lines
Before major refactoringTools unavailable (Tier 2/3)

When NOT To Use

  • Active feature development
  • Time-sensitive bugs
  • Codebase < 1000 lines

Confidence Levels

LevelConfidenceAction
HIGH90-100%Safe to remove
MEDIUM70-89%Review first
LOW50-69%Investigate

Prioritization

Priority = (Token_Savings × 0.4) + (Maintenance × 0.3) + (Confidence × 0.2) + (Ease × 0.1)

Module Architecture

Tier 1 (always available):

  • See modules/quick-scan.md - Heuristics, no tools
  • See modules/git-history-analysis.md - Staleness, churn, vibe coding signatures
  • See modules/growth-analysis.md - Growth velocity, forecasts, threshold alerts

Tier 2 (optional tools):

  • See modules/code-bloat-patterns.md - Anti-patterns (God class, Lava flow)
  • See modules/ai-generated-bloat.md - AI-specific patterns (Tab bloat, hallucinations)
  • See modules/documentation-bloat.md - Redundancy, readability, slop detection
  • See modules/static-analysis-integration.md - Vulture, Knip

Shared:

  • See modules/remediation-types.md - DELETE, REFACTOR, CONSOLIDATE, ARCHIVE

Auto-Exclusions

Metadata

Author@athola
Stars4473
Views0
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-athola-nm-conserve-bloat-detector": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.