ilang-ai/autocode · skills/fix-reason/SKILL.md

fix-reason skillA

fix-reason is agent-read markdown (skill) from ilang-ai/autocode: Step 2 of debugging: reason about root cause based on observed symptoms..

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 ilang-ai/autocode/fix-reason@v5.0.0
Exact content
mdr add ilang-ai/autocode/fix-reason@sha256:740782b10202ae0e

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_v6tr4aw7eiqwxy7z.svg)](https://markdownregistry.com/a/art_v6tr4aw7eiqwxy7z)

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Versions

versioncommittedcommitsizeaudit
v5.0.0 latest2026-07-03 7c220d9 462 BA view · diff
v5.0.02026-05-11 8b75e65 462 BA view · diff
v5.0.02026-05-11 67bcc07 456 BA view · diff
v5.0.02026-04-20 f0a4627 350 BA view · diff
git:20260320.bfbf3af2026-03-20 bfbf3af 479 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 (462 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

ilang-ai/autocode · 86 stars · license MIT · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_v6tr4aw7eiqwxy7z
GET https://markdownregistry.com/api/v1/resolve?ref=ilang-ai/autocode/fix-reason
GET https://markdownregistry.com/api/v1/blob/740782b10202ae0ea140b0587360a13fcbdbea5ed3b7e5255d2a9ef926498696

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