Context Hunter

Before writing code, investigate how similar problems are already solved in this codebase.

Before Implementation

Discover Existing Patterns

1. Find analogous features: Search for code that solves similar problems. Study it before proposing your approach.
2. Trace data flow: How does similar data move through the system? Note caching, validation, and error handling patterns.
3. Identify utilities: Search for existing helpers before creating new ones.

Detect Unwritten Conventions

Look for implicit rules encoded in the codebase:

• Schema patterns: deleted_at columns indicate soft-deletion. Audit columns indicate tracking requirements.
• Naming patterns: Note consistency in user_id vs userId vs userID.
• Test patterns: What's tested thoroughly reveals team priorities.