kucherenko/gangsta · skills/interrogation-debugging/SKILL.md

interrogation-debugging skillA

interrogation-debugging is agent-read markdown (skill) from kucherenko/gangsta: Use when encountering any bug, test failure, or unexpected behavior — finds the rat in the code through systematic root-cause interrogation before any fix attempts.

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 kucherenko/gangsta/interrogation-debugging@git:20260419.30f5b92
Exact content
mdr add kucherenko/gangsta/interrogation-debugging@sha256:b9ca126a6729732d

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_4xiw23i4ksuh4yh3.svg)](https://markdownregistry.com/a/art_4xiw23i4ksuh4yh3)

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Versions

versioncommittedcommitsizeaudit
git:20260419.30f5b92 latest2026-04-19 30f5b92 8,970 BA view · diff
git:20260413.7bb54562026-04-13 7bb5456 8,974 BA view · diff
git:20260413.fa7e4ab2026-04-13 fa7e4ab 9,028 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 (8970 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

kucherenko/gangsta · 82 stars · license MIT · pushed 2026-08-14 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_4xiw23i4ksuh4yh3
GET https://markdownregistry.com/api/v1/resolve?ref=kucherenko/gangsta/interrogation-debugging
GET https://markdownregistry.com/api/v1/blob/b9ca126a6729732dbf1c9d76758642a228de2de72bafad8071503eea03f62ca6

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