defect-diagnosis SKILL.md skillB
defect-diagnosis from ccoalm/ccl-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ccoalm/ccl-skills/defect-diagnosis@git:20261031.7c87cf9Pins git:20261031.7c87cf9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ccoalm/ccl-skills
- Path
skills/defect-diagnosis/SKILL.md- Versions recorded
- 15
- Latest version
- git:20261031.7c87cf9, committed Oct 31, 2026
- First version recorded
- Sep 2, 2026
- Size
- 34,797 bytes
- Repository stars
- 6
- License
- Apache-2.0
bug / 报错 / test 挂了 / 线上问题 / 接口变慢·性能退化 / 复现 / 找根因 / debug → diagnose first-hand failure evidence, isolate cause, verify before fixing, add regression proof, and route prevention. Also use for AI-proposed causes or fixes.
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
# Defect Diagnosis Diagnose and fix from evidence; route prevention to product, architecture, development, testing, release or tooling. - Code/test changes require self-checks; invoke `code-review` automatically before completion. ## Non-Negotiable Rules - Required failures, including inherited debt: diagnose, safely repair and rerun that check before handoff. Read [repair-before-handoff](../product-rd-workflow/references/refactoring-discipline.md#responding-to-quality-gates). Working alternatives never close defects. - Do not delete, comment out, or weaken a failing test just to make the suite pass. - Do not call a workaround the fix unless the owner explicitly accepts the tradeoff and residual risk is recorded. - Do not start broad refactoring while the cause is unknown. Isolate and fix first; refactor after the behavior is understood. - Do not stop at "this line was wrong" when the defect reveals a missing contract, guardrail, test, review check, or skill rule. …
Read the whole file at its exact version.
How to install
mdr add ccoalm/ccl-skills/defect-diagnosis@sha256:cd076e48923fc5d2The line at the top of this page pins the label git:20261031.7c87cf9, 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_k3ybsfr3ipza4qj2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 15 versions of this file, between Sep 2, 2026 and Oct 31, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.7c87cf9 latest | 2026-10-31 | 7c87cf9 | 34,797 B | B | view · diff |
| git:20261031.b46c666 | 2026-10-31 | b46c666 | 34,831 B | B | view · diff |
| git:20261031.2f8c0ce | 2026-10-31 | 2f8c0ce | 34,773 B | B | view · diff |
| git:20261031.f5e8725 | 2026-10-31 | f5e8725 | 34,751 B | B | view · diff |
| git:20261031.3621914 | 2026-10-31 | 3621914 | 34,750 B | B | view · diff |
| git:20261003.4808a50 | 2026-10-03 | 4808a50 | 34,401 B | B | view · diff |
| git:20261003.7faeb8b | 2026-10-03 | 7faeb8b | 34,310 B | B | view · diff |
| git:20260907.87995ee | 2026-09-07 | 87995ee | 34,921 B | B | view · diff |
| git:20260907.2a1553a | 2026-09-07 | 2a1553a | 34,716 B | B | view · diff |
| git:20260907.78d410b | 2026-09-07 | 78d410b | 34,712 B | B | view · diff |
| git:20260905.260c603 | 2026-09-05 | 260c603 | 34,734 B | B | view · diff |
| git:20260902.206a4ef | 2026-09-02 | 206a4ef | 34,705 B | B | view · diff |
| git:20260902.28c1492 | 2026-09-02 | 28c1492 | 34,715 B | B | view · diff |
| git:20260902.4adf8f5 | 2026-09-02 | 4adf8f5 | 34,780 B | B | view · diff |
| git:20260902.2910d9e | 2026-09-02 | 2910d9e | 34,700 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (34797 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
ccoalm/ccl-skills · 6 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_k3ybsfr3ipza4qj2 GET https://markdownregistry.com/api/v1/resolve?ref=ccoalm/ccl-skills/defect-diagnosis GET https://markdownregistry.com/api/v1/blob/cd076e48923fc5d2977a310913aa8952987552a8a09b07e1a60e38d4814e4afa
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.