wshobson/agents · plugins/skill-forge-essentials/skills/ai-debt-detector/SKILL.md

ai-debt-detector skillA

ai-debt-detector is agent-read markdown (skill) from wshobson/agents: Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist. Catches the specific failure patterns AI agents produce that humans would not..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add wshobson/agents/ai-debt-detector@git:20260707.3ea6aad
Exact content
mdr add wshobson/agents/ai-debt-detector@sha256:0109ee12b36b9faf

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_32ug5uoay6w5aqyi.svg)](https://markdownregistry.com/a/art_32ug5uoay6w5aqyi)

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Versions

versioncommittedcommitsizeaudit
git:20260707.3ea6aad latest2026-07-07 3ea6aad 3,398 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3398 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

wshobson/agents · 39,757 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_32ug5uoay6w5aqyi
GET https://markdownregistry.com/api/v1/resolve?ref=wshobson/agents/ai-debt-detector
GET https://markdownregistry.com/api/v1/blob/0109ee12b36b9faf1b586c56f274b142d04bdc909b38d9ad8d119a334850b51b

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.