air-gapped/skills · .claude/skills/analytical-troubleshooting/SKILL.md

analytical-troubleshooting skillA

analytical-troubleshooting is agent-read markdown (skill) from air-gapped/skills: Structured live troubleshooting for deviation problems: something worked (or should work) and now doesn't, and the cause is unknown. Staged method — quick likelihood-weighted tests first, escalating to a comparative IS/IS-NOT specification with distinctions-and-changes analysis when quick tests fail or the search space is large. Influenced by the problem-analysis tradition of Kepner & Tregoe. Works whether the user runs the tests (agent directs, user executes) or the agent can test directly..

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 air-gapped/skills/analytical-troubleshooting@git:20260809.f9d58a3
Exact content
mdr add air-gapped/skills/analytical-troubleshooting@sha256:40c42e68e3efa75e

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_n2gxr6hhieblgm3z.svg)](https://markdownregistry.com/a/art_n2gxr6hhieblgm3z)

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Versions

versioncommittedcommitsizeaudit
git:20260809.f9d58a3 latest2026-08-09 f9d58a3 14,901 BA view · diff
git:20260729.11cc13c2026-07-29 11cc13c 13,877 BA view · diff
git:20260729.4b814182026-07-29 4b81418 13,734 BA view · diff
git:20260729.55bfc4a2026-07-29 55bfc4a 13,874 BA view · diff
git:20260729.5b414232026-07-29 5b41423 13,800 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 (14901 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

air-gapped/skills · 5 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_n2gxr6hhieblgm3z
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/analytical-troubleshooting
GET https://markdownregistry.com/api/v1/blob/40c42e68e3efa75e39a1cd4ee74c34b09f0e083e69345d5ee004eea16591a431

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