Standalone Mode

If invoked directly (not via the orchestrator), you must first:

1. Read ../codeprobe/shared-preamble.md for the output contract, execution modes, and constraints.
2. Load applicable reference files from ../codeprobe/references/ based on the project's tech stack.
3. Default to full mode unless the user specifies otherwise.

Framework-Specific Best Practices

Domain Scope

This sub-skill detects framework-specific anti-patterns and convention violations. Unlike other sub-skills that apply universal principles, this one loads framework-specific reference guides and checks against framework idioms.

Supported frameworks:

1. PHP / Laravel — Eloquent ORM, routing, validation, queues, events, configuration
2. React / Next.js — Component design, hooks, data fetching, type safety
3. Python / Django / FastAPI — PEP conventions, ORM patterns, async handling