error-troubleshooting SKILL.md skillA

error-troubleshooting from dreadnode/capabilities is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add dreadnode/capabilities/error-troubleshooting@git:20260911.2fc80d2

Pins git:20260911.2fc80d2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
dreadnode/capabilities
Path
capabilities/ai-red-teaming/skills/error-troubleshooting/SKILL.md
Versions recorded
4
Latest version
git:20260911.2fc80d2, committed Sep 11, 2026
First version recorded
May 4, 2026
Size
8,254 bytes
Repository stars
21
License
MIT

Diagnose and fix common errors in AIRT attack generation, execution, and results collection.

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

# Error Troubleshooting

Common errors and fixes for AIRT attack workflows.

## Model Errors

### "Model not found" / "Invalid model"
- **Cause**: Bare model name without provider prefix
- **Fix**: Always use `provider/model` format: `openai/gpt-4o`, `anthropic/claude-sonnet-4-20250514`
- **Aliases**: Use short aliases like `gpt-4o`, `claude`, `groq` — they auto-resolve

### "Rate limit exceeded" / 429
- **Cause**: Too many concurrent requests to the provider
- **Fix**: Reduce `n_iterations` or switch to a less rate-limited provider
- **For Groq**: Groq has strict rate limits. Use `groq/llama-3.3-70b-versatile` for lower limits

### "Authentication failed" / 401
- **Cause**: Missing or invalid API key for the provider
- **Fix**: Ensure the correct API key is set as a platform secret (OPENAI_API_KEY, ANTHROPIC_API_KEY, GROQ_API_KEY, etc.)
- **Check**: API keys are pre-configured in the environment. If missing, ask the user to add them via Settings > Secrets

### "Context length exceeded"
- **Cause**: Conversation history too long for model's context window
- **Fix**: Reduce `context_depth` or `n_iterations`, or switch to a model with larger context

## Transform Errors
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dreadnode/capabilities/error-troubleshooting@sha256:533c19765de6e79d

The line at the top of this page pins the label git:20260911.2fc80d2, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_p66rva5tcl3uwey6.svg)](https://markdownregistry.com/a/art_p66rva5tcl3uwey6)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between May 4, 2026 and Sep 11, 2026, about one every 43 days.

versioncommittedcommitsizeaudit
git:20260911.2fc80d2 latest2026-09-11 2fc80d2 8,254 BA view · diff
git:20260909.172e4292026-09-09 172e429 8,042 BA view · diff
git:20260604.a4fe5f12026-06-04 a4fe5f1 6,077 BA view · diff
git:20260504.2a643742026-05-04 2a64374 5,116 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8254 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

GitHub

dreadnode/capabilities · 21 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p66rva5tcl3uwey6
GET https://markdownregistry.com/api/v1/resolve?ref=dreadnode/capabilities/error-troubleshooting
GET https://markdownregistry.com/api/v1/blob/533c19765de6e79d5fb1410532cb64f5f9f2811ed63fb9f83789afaa1560d7aa

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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