oracle-debug SKILL.md skillA
oracle-debug from martinffx/atelier is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add martinffx/atelier/oracle-debug@git:20261009.3672e9cPins git:20261009.3672e9c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- martinffx/atelier
- Path
skills/oracle-debug/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261009.3672e9c, committed Oct 9, 2026
- First version recorded
- Jul 17, 2026
- Size
- 9,687 bytes
- Repository stars
- 48
- License
- MIT
Disciplined debugging methodology. Triggers on bug reports, test failures, "debug this", "diagnose this", unexpected behavior, build failures, integration issues, or performance regressions. Find root cause before a permanent corrective fix; contain urgent harm safely first.
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
# Oracle Debug Random fixes waste time and create new bugs. Quick patches mask underlying issues. **Core principle:** find root cause before a permanent corrective fix. Temporary containment is appropriate when needed to limit security, production, or data-loss impact. **Violating the letter of this process is violating the spirit of debugging.** ## The Iron Law ``` NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST ``` If you haven't completed Phase 1, you cannot propose fixes. ## When to Use Use for any technical issue: - Test failures - Bugs in production - Unexpected behavior - Performance regressions - Build or integration failures - Intermittent failures **Use this especially when:** - Under time pressure - "Just one quick fix" seems obvious - You've already tried multiple fixes - The previous fix didn't work - You don't fully understand the issue ## The Four Phases You must complete each phase before proceeding to the next. --- ## Phase 1 — Root Cause Investigation **Before attempting any fix:** Use the project's domain glossary and ADRs to build a clear mental model of the relevant modules before tracing. …
Read the whole file at its exact version.
How to install
mdr add martinffx/atelier/oracle-debug@sha256:eb29077d25d05e17The line at the top of this page pins the label git:20261009.3672e9c, 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_uzmghmya534w4m2y)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 17, 2026 and Oct 9, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261009.3672e9c latest | 2026-10-09 | 3672e9c | 9,687 B | A | view · diff |
| git:20261009.81af084 | 2026-10-09 | 81af084 | 9,556 B | A | view · diff |
| git:20260801.96f6fe8 | 2026-08-01 | 96f6fe8 | 9,381 B | A | view · diff |
| git:20260717.cccb1f8 | 2026-07-17 | cccb1f8 | 8,957 B | A | view · diff |
| git:20260717.72ddf4e | 2026-07-17 | 72ddf4e | 8,666 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 (9687 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
martinffx/atelier · 48 stars · license MIT · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uzmghmya534w4m2y GET https://markdownregistry.com/api/v1/resolve?ref=martinffx/atelier/oracle-debug GET https://markdownregistry.com/api/v1/blob/eb29077d25d05e17a5e124eb43b5faaa2ecf34738cf69677f598d439a1bb2995
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.