LaunchKit · 2026
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agent-failure-registry

Search the Agent Failure Registry for known agent failures, solutions, and lessons learned.

0
479 downloads
by @unleashedbelial

Setup & Installation

openclaw skills install @unleashedbelial/agent-failure-registry

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install agent-failure-registry

What This Skill Does

A searchable database of documented agent failures, root causes, fixes, and lessons learned. Covers categories like API failures, auth expiry, rate limits, silent failures, and more. Also supports contributing new post-mortems via GitHub PR.

Surfaces structured, community-verified fixes for specific agent failure patterns faster than searching general forums or documentation.

When to use it

  • Looking up known fixes when a Puppeteer automation script suddenly breaks
  • Finding solutions before manually debugging an OpenAI rate limit error
  • Submitting a post-mortem after resolving a tricky auth token expiry bug
  • Browsing recent community submissions to anticipate common failure patterns
  • Searching by error category to narrow down root causes across past incidents

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: 'Find known fixes for OpenAI API rate limiting'

AGENT
  1. 1Run search-registry.sh with --category rate_limit and --tag openai
  2. 2Parse returned post-mortems for root cause and fix fields
  3. 3Surface matching entries with summaries, applied fixes, and prevention steps
OUTPUT

List of documented rate limit failures with confirmed fixes and prevention strategies

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

GitHub account (only needed to submit new post-mortems via pull request)