systematic-debugging SKILL.md skillA
systematic-debugging from dannykkh/skill-olympus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add dannykkh/skill-olympus/systematic-debugging@git:20261028.a5e37cePins git:20261028.a5e37ce in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- dannykkh/skill-olympus
- Path
skills/systematic-debugging/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261028.a5e37ce, committed Oct 28, 2026
- First version recorded
- Feb 6, 2026
- Size
- 12,049 bytes
- Repository stars
- 7
- License
- MIT
Structured root-cause investigation when explicitly requested, or as an internal reference in Argos/Minos authorized repair loops. Routine diagnosis stays native.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Systematic Debugging ## Invocation and Resource Paths This module is source-only by default. A user request for this workflow is enough; do not assume its slash command is registered. Resolve its exact `SKILL.md` from the project, the current runtime's active skill root, then the matching `SKILLS-CATALOG.md` row. `module_root` is the directory containing that file; read supporting documents relative to it, regardless of the project working directory. ## Harness Integration Argos and Minos read this module when an observed failure enters their authorized repair loop. They retain ownership of scope, issue IDs, reports, retry budgets, and final grades. Reading this module does not start another loop, request TDD, or grant permission to edit. Inspection-only requests remain read-only; a report-only command only displays the existing report. - Reuse the recorded failing check when its code, input, and environment still match. For an exploratory issue without a test, identify a repeatable observation or focused check first. - Separate the current requirement/AC from the actual response or state. An error label is a clue, …
Read the whole file at its exact version.
How to install
mdr add dannykkh/skill-olympus/systematic-debugging@sha256:1d778d9da293d348The line at the top of this page pins the label git:20261028.a5e37ce, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_22cerxhkxwwrltkm)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Feb 6, 2026 and Oct 28, 2026, about one every 53 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.a5e37ce latest | 2026-10-28 | a5e37ce | 12,049 B | A | view · diff |
| git:20260901.8bc747e | 2026-09-01 | 8bc747e | 8,684 B | A | view · diff |
| git:20260812.afc9950 | 2026-08-12 | afc9950 | 8,715 B | A | view · diff |
| git:20260318.4ba4f0c | 2026-03-18 | 4ba4f0c | 8,845 B | A | view · diff |
| git:20260318.9c4aafd | 2026-03-18 | 9c4aafd | 10,116 B | A | view · diff |
| git:20260206.5a50961 | 2026-02-06 | 5a50961 | 9,884 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12049 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
dannykkh/skill-olympus · 7 stars · license MIT · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_22cerxhkxwwrltkm GET https://markdownregistry.com/api/v1/resolve?ref=dannykkh/skill-olympus/systematic-debugging GET https://markdownregistry.com/api/v1/blob/1d778d9da293d34800702df11d8710f72a167e0137304f3c2823bd6789964ee3
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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