diagnosing-bugs SKILL.md skillA
diagnosing-bugs from jellydn/my-ai-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jellydn/my-ai-tools/diagnosing-bugs@git:20261007.a4a976fPins git:20261007.a4a976f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jellydn/my-ai-tools
- Path
skills/diagnosing-bugs/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261007.a4a976f, committed Oct 7, 2026
- First version recorded
- Oct 6, 2026
- Size
- 5,967 bytes
- Repository stars
- 123
- License
- MIT
Build a tight, red-capable feedback loop before diagnosing failures, then minimize, test ranked hypotheses, and lock the fix with a regression test.
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
# Diagnosing Bugs Use this workflow for bugs, flaky failures, and performance regressions. The central rule is simple: do not start with a theory. First build a feedback loop that can go red on the user's actual symptom. ## When to Use Use when: - A test, command, request, or UI flow is failing. - Behavior is incorrect but the failure is not yet understood. - A bug is intermittent or timing-sensitive. - A performance regression needs measurement before optimization. Do not claim a diagnosis from code inspection alone when the symptom has not been reproduced or captured. ## Process ### 1. Redact and gather context Redact secrets from commands, logs, screenshots, traces, and environment output before showing or storing them. Read the relevant project instructions, glossary, ADRs, issue, and recent changes. Record the exact user-visible symptom, not a nearby error. ### 2. Build a tight feedback loop Prefer the smallest unattended command that exercises the real path and asserts the symptom: 1. A failing unit, integration, or end-to-end test at the correct public seam. 2. A curl or HTTP script against a running service. 3. A CLI fixture and expected-output comparison. …
Read the whole file at its exact version.
How to install
mdr add jellydn/my-ai-tools/diagnosing-bugs@sha256:c429a420bc375edaThe line at the top of this page pins the label git:20261007.a4a976f, 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_giqmt3xhobe3tfb3)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 6, 2026 and Oct 7, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.a4a976f latest | 2026-10-07 | a4a976f | 5,967 B | A | view · diff |
| git:20261006.f663cbc | 2026-10-06 | f663cbc | 5,627 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 (5967 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
jellydn/my-ai-tools · 123 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_giqmt3xhobe3tfb3 GET https://markdownregistry.com/api/v1/resolve?ref=jellydn/my-ai-tools/diagnosing-bugs GET https://markdownregistry.com/api/v1/blob/c429a420bc375eda2d22709cc9b738f64ee8a0e727b559d984e9df92e7cd2bd5
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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