What problem does it solve?
This Skill helps debug and repair concrete lfg or GrokBuild adapter defects by turning a reported failure into a verified, minimal patch with proof that the fix works.
Core Features & Use Cases
- Reproduce real failures: Capture failing-before evidence from the actual lfg setup or adapter surface before changing code.
- Implement focused fixes: Add a regression test, apply the smallest correct source change, and keep the patch narrowly scoped.
- Verify end to end: Run targeted tests plus real setup verification to confirm the repair holds in practical lfg workflows.
- Use case: When a user reports a broken hook, agent, MCP entry, model sync, or setup issue, this Skill produces a clean, evidence-backed fix ready for an issue, branch, or pull request.
Quick Start
Ask the assistant to investigate the lfg bug, reproduce it, apply the smallest verified fix, and return the test evidence and setup verification.