What problem does it solve?
This skill provides a systematic, CLI-first debugging workflow for the non-linear video editor, eliminating the need for manual dashboard checks and enabling efficient root cause analysis for bugs, errors, and unexpected behavior.
Core Features & Use Cases
- CLI-First Debugging: Strictly uses CLI commands (Vercel, Supabase, Axiom, GitHub, Jest) and MCP tools (Chrome DevTools, Firecrawl) to gather information, never asking the user to check dashboards.
- Systematic Workflow: Guides investigation from understanding context, checking Axiom/Sentry logs, to inspecting API endpoints, database, and recent code changes.
- Targeted Issue Resolution: Focuses debugging efforts on the specific bug, leveraging detailed query patterns and component-to-file mappings for efficient diagnosis.
- Use Case: When a user reports "video export fails at 50% progress," the skill will automatically query Axiom for export-related errors, check FFmpeg logs, identify memory limits as the root cause, and suggest implementing chunked encoding, all through direct CLI/MCP interactions.
Quick Start
Debug the video export failure at 50% progress.