chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/debugging-strategies/SKILL.md

debugging-strategies skillA

debugging-strategies is agent-read markdown (skill) from chainlesschain/chainlesschain: Systematic debugging methodologies for diagnosing and resolving issues.

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 chainlesschain/chainlesschain/debugging-strategies@v2.0.0
Exact content
mdr add chainlesschain/chainlesschain/debugging-strategies@sha256:2a8843aba7ebaa9c

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_lt5mqt3igqtsshof.svg)](https://markdownregistry.com/a/art_lt5mqt3igqtsshof)

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Versions

versioncommittedcommitsizeaudit
v2.0.0 latest2026-08-28 44248c7 4,836 BA view · diff
v2.0.02026-08-28 c29953e 4,819 BA view · diff
v2.0.02026-06-03 3b0b2dc 4,713 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 (4836 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

chainlesschain/chainlesschain · 11 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lt5mqt3igqtsshof
GET https://markdownregistry.com/api/v1/resolve?ref=chainlesschain/chainlesschain/debugging-strategies
GET https://markdownregistry.com/api/v1/blob/2a8843aba7ebaa9cb789d28cf4e1b2e15d1cda0e8113775d05374fef6442c2e4

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