ai-fixing-errors

Installation
SKILL.md

Fix Your Broken AI

Systematic approach to diagnosing and fixing AI features that aren't working.

Step 1 — Gather context

Before debugging, ask the user:

  1. What error message or unexpected behavior are you seeing? (paste the traceback or describe the output)
  2. Did this work before, or is it a new feature that has never worked?
  3. Are you using an optimizer, or is this a zero-shot / few-shot program?
  4. What LM provider and model are you using?

Step 2 — Quick Diagnostic Checklist

1. Is the AI provider configured?

import dspy
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First Seen
Feb 8, 2026