ponytail-debt

Harvest ponytail comments from codebase and generate a debt ledger.

3|1|Updated Mar 23, 2026

Search Tags:#static-analysis #shortcuts #code-comments #debt-tracking #ponytail #debt-ledger

Ready to run

npx skills add https://github.com/malinskibeniamin/skills --skill ponytail-debt

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ponytail-debt
Source: https://github.com/malinskibeniamin/skills/tree/main/ponytail-debt
Command: npx skills add https://github.com/malinskibeniamin/skills --skill ponytail-debt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Harvest ponytail comments from codebase and convert them into a debt ledger to surface deferred shortcuts for future work.

Core Features & Use Cases

Collects ponytail: comments from source files and aggregates them into a centralized ledger.
Groups entries by file, counts occurrences, and records ceilings and upgrade triggers to guide prioritization.
Use Case: During code reviews or planning sessions, generate a ledger to track what was deferred and what needs follow-up.

Quick Start

Run the ponytail-debt analyzer on your repository to produce the debt ledger for ponytail comments.

Frequently Asked Questions about ponytail-debt

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I generate a debt ledger from code comments in my repository?▼

The analyzer performs a read-only static analysis on your repository to harvest ponytail comments, grouping entries by file and outputting a concise debt ledger.

What are ponytail comments and how do they help track technical debt?▼

Ponytail comments are code annotations marking deferred shortcuts or tasks. They help surface technical debt by aggregating these entries into a ledger for code reviews and planning sessions.

Can I use static analysis to count deferred code shortcuts grouped by file?▼

Yes, static analysis collects ponytail comments from source files, counts occurrences per file, and records ceilings and upgrade triggers to guide prioritization of deferred shortcuts.

How do I surface deferred tasks during code reviews and planning sessions?▼

Generate a debt ledger from ponytail comments before code reviews or planning sessions to track what was deferred, identify follow-up needs, and prioritize refactoring work.

Does the debt ledger analysis modify my source files during scanning?▼

No, the debt ledger analysis implements a read-only scan of your codebase, harvesting ponytail comments and generating an output ledger without modifying any source files.

What is the best way to prioritize refactoring when there are many deferred shortcuts across files?▼

The best way to prioritize refactoring is to generate a debt ledger that groups entries by file, counts occurrences, and defines ceilings and upgrade triggers to guide task prioritization.