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"
Install / Use
npx skills add DietrichGebert/ponytail --skill ponytail-debtInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of ponytail-debt
ponytail-debt scores 78/100 on our quality scale, 494th of 1,453 Development & Engineering skills we index (top 34%).
Its SKILL.md is 1.7 KB long, split into 3 sections and no code examples: moderately detailed.
With 145,162 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 10 days ago, so ponytail-debt is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
ponytail-debt compared with similar skills
All 4 of these similar skills score higher than ponytail-debt; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ponytail-debt (this skill)by DietrichGebert | 78 | 145.2k | 10d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 43.9k | 3d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 5d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
Frequently asked questions
- How do I install ponytail-debt?
- Run
npx skills add DietrichGebert/ponytail --skill ponytail-debt. The install tabs above show the steps for each supported agent. - Which AI agents does ponytail-debt work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is ponytail-debt safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is ponytail-debt still maintained?
- The repository was last updated 10 days ago, so ponytail-debt is actively maintained.
Skill content
View source on GitHubname: ponytail-debt
description: >
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.
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.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.