How do I install the Ponytail Debt skill?

Run npx skillmds add thedixitjain/ponytail-debt in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Ponytail Debt safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Ponytail Debt?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Ponytail Debt free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Ponytail Debt?

thedixitjain (@thedixitjain) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ponytail Debt by thedixitjain — Agent Skill

Name: Ponytail Debt
Rating: 4.5 (4 reviews)
Author: thedixitjain

Ponytail Debt

> Harvest every `ponytail:` comment in the codebase into a debt ledger, so the deliberate shortcuts and deferrals ponytail leaves behind get tracked instead of rotting into "later means never". Use when the user says "ponytail debt", "/ponytail-debt", "what did ponytail defer", "list the shortcuts", "ponytail ledger", or "what did we mark to do later". One-shot report, changes nothing.

thedixitjain eb05a00 1.9 KB Updated Sep 9, 2026 2 repo stars

File contents

Every deliberate ponytail shortcut is marked with a ponytail: comment naming its ceiling and upgrade path. This collects them into one ledger so a deferral can't quietly become permanent.

Scan

Grep the repo for comment markers, skipping node_modules, .git, and build output:

grep -rnE '(#|//) ?ponytail:' . (add other comment prefixes if your stack uses them)

Each hit is one ledger row. The comment prefix keeps prose that merely mentions the convention out of the ledger.

Output

One row per marker, grouped by file:

<file>:<line>, <what was simplified>. ceiling: <the limit named>. upgrade: <the trigger to revisit>.

The convention is ponytail: <ceiling>, <upgrade path>, so pull the ceiling and the trigger straight from the comment. Want an owner per row too? add git blame -L<line>,<line>.

Flag the rot risk: any ponytail: comment that names no upgrade path or trigger gets a no-trigger tag, those are the ones that silently rot.

End with <N> markers, <M> with no trigger. Nothing found: No ponytail: debt. Clean ledger.

Boundaries

Reads and reports only, changes nothing. To persist it, ask and it writes the ledger to a file (e.g. PONYTAIL-DEBT.md). One-shot. "stop ponytail-debt" or "normal mode" to revert.

Source: DietrichGebert/ponytail → skills/ponytail-debt/SKILL.md

Also appears in: DietrichGebert/ponytail/.openclaw/skills/ponytail-debt/SKILL.md

Frequently asked questions