debug-with-ai SKILL.md skillA
debug-with-ai from latestaiagents/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add latestaiagents/agent-skills/debug-with-ai@git:20260205.a0b8780Pins git:20260205.a0b8780 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- latestaiagents/agent-skills
- Path
plugins/developer-toolkit/skills/code-intelligence/debug-with-ai/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260205.a0b8780, committed Feb 5, 2026
- Size
- 7,536 bytes
- Repository stars
- 6
- License
- MIT
Use this skill when debugging code with AI assistance. Activate when the user has a bug, error, unexpected behavior, needs to understand why code isn't working, wants to analyze stack traces, or is troubleshooting issues in their application.
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
# Debug with AI Structured debugging workflows using AI as your debugging partner. ## When to Use - Code throws an error you don't understand - Feature works sometimes but not always - Unexpected behavior that's hard to trace - Performance issues or memory leaks - Complex stack traces to decipher ## The Debugging Framework ``` ┌───────────────────────────────────────────┐ │ 1. REPRODUCE - Can you trigger it? │ ├───────────────────────────────────────────┤ │ 2. ISOLATE - Where exactly is the issue? │ ├───────────────────────────────────────────┤ │ 3. UNDERSTAND - Why does it happen? │ ├───────────────────────────────────────────┤ │ 4. FIX - Make minimal change to resolve │ ├───────────────────────────────────────────┤ │ 5. VERIFY - Confirm fix, add test │ └───────────────────────────────────────────┘ ``` ## Step 1: Reproduce Before asking AI for help, gather information: ### Collect This Information ```markdown ## Bug Report **What I expected:** [Expected behavior] **What actually happened:** [Actual behavior] **Error message (if any):** ``` [Full error message and stack trace] ``` **Steps to reproduce:** 1. [Step 1] 2. [Step 2] 3. [Step 3] …
Read the whole file at its exact version.
How to install
mdr add latestaiagents/agent-skills/debug-with-ai@sha256:bc987260baea34abThe line at the top of this page pins the label git:20260205.a0b8780, 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_lqcnhk4tgah4j7ox)
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Versions
The registry has recorded 1 version of this file, committed on Feb 5, 2026.
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 (7536 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
latestaiagents/agent-skills · 6 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lqcnhk4tgah4j7ox GET https://markdownregistry.com/api/v1/resolve?ref=latestaiagents/agent-skills/debug-with-ai GET https://markdownregistry.com/api/v1/blob/bc987260baea34abae194e194812653957452dd609c9b52d6f2cc7c6ac9549aa
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.