debt-hunter

debt-hunter is a command for Claude Code from agentsea/flashbacker. It costs 0 tokens per session (693 once invoked), scanned A, original, MIT.

A codebase scanner that finds common signs of technical debt—unfinished work, debug leftovers, empty functions, dead code, and weak naming—and then suggests cleanup priorities.

In plain words
What is it for?
Use it to scan a project for TODO or FIXME comments, debug statements, placeholder implementations, commented-out code, empty functions, and possible duplicate functions.
Why use it?
It helps reveal small problems that are easy to overlook and can make code harder to understand or maintain.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution. Also seen: positional $N argument.

Good fit Use it to scan a project for TODO or FIXME comments, debug statements, placeholder implementations, commented-out code, empty functions, and possible duplicate functions.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/agentsea/flashbacker/debt-hunter
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/agentsea/flashbacker

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for debt-hunter

README.md
[![agentmods](https://agentmods.dev/badge/commands/agentsea/flashbacker/debt-hunter/github.svg)](https://agentmods.dev/commands/agentsea/flashbacker/debt-hunter)
Your own site
<a href="https://agentmods.dev/commands/agentsea/flashbacker/debt-hunter"><img src="https://agentmods.dev/badge/commands/agentsea/flashbacker/debt-hunter/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for debt-hunter

Your own site · 80×15
<a href="https://agentmods.dev/commands/agentsea/flashbacker/debt-hunter"><img src="https://agentmods.dev/badge/commands/agentsea/flashbacker/debt-hunter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 693 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00693
Opus 5.5 $0.00000 $0.00277
Sonnet 5.5 $0.00000 $0.00139
Haiku 4.5 $0.00000 $0.00069

Measured 1mo ago against content hash ba0a488c4566, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

debt-hunter scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

templates/.claude/commands/fb/debt-hunter.md · 64 lines

How it starts

The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Technical Debt Hunter

Ruthlessly hunt down technical debt, code quality issues, and lazy implementations using the hybrid AI+Computer operations pattern.

Description

Scans the codebase for technical debt patterns using programmatic detection (ripgrep), then provides intelligent analysis and prioritized recommendations for cleanup.

Hybrid Pattern: CLI handles consistent pattern scanning, AI provides expert analysis and cleanup strategies.

Detection Patterns

Basic Technical Debt

  • TODO/FIXME comments - Incomplete work markers
  • Console debug logs - Debug artifacts left in code
  • Not implemented functions - Empty or placeholder implementations
  • Commented code blocks - Dead code that should be removed
  • Generic variable names - Lazy naming (data, item, thing, stuff)
  • Empty functions - Functions with no implementation
  • Debugger statements - Breakpoints left in production code
  • AI naming patterns - Similar function names (handle*, process*, manage*)

Duplicate Function Detection (Limited Heuristics)

  • Exact duplicates - MD5 hash comparison of function signatures
  • Similar names - AI-generated patterns like handleData/processData/manageData
  • Near-duplicates - 80%+ text similarity in function bodies
  • ⚠️ Limitations: Cannot detect semantic similarity or refactored duplicates

Usage

/fb:debt-hunter [scan_focus]

Examples:

  • /fb:debt-hunter - Full technical debt scan and analysis
  • /fb:debt-hunter high-priority - Focus on high-severity issues only
  • /fb:debt-hunter duplicates - Focus on duplicate function detection
  • /fb:debt-hunter comprehensive - Run both basic patterns and duplicate detection

CLI Commands Available:

  • flashback debt-hunter --scan - Basic technical debt patterns
  • flashback debt-hunter --duplicates - Duplicate/similar function detection (realistic heuristics only)
  • flashback debt-hunter --context - Output structured context for AI analysis

Read the full file on GitHub · 64 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 64 lines · 0 tokens per session scan A ba0a488c4566

Subscribe to this mod's changes

debt-hunter is a command published in the GitHub repository agentsea/flashbacker (57 stars, last pushed 9mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 693 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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