Adaptive Harness Self-Customization Skill

Automatically detects project context and optimizes the oh-my-customcode harness (agents, skills, rules) to fit the project. Generates a persistent project profile that drives agent activation decisions and records learned patterns over time.

Usage

/omcustom:adaptive-harness              # Full scan + optimize
/omcustom:adaptive-harness --scan       # Scan only (generate/update project profile)
/omcustom:adaptive-harness --optimize   # Deactivate unused, suggest missing
/omcustom:adaptive-harness --learn      # Analyze failure patterns, update profile
/omcustom:adaptive-harness --export     # Export profile as portable bundle
/omcustom:adaptive-harness --import <path>  # Import profile from another project
/omcustom:adaptive-harness --dry-run    # Show what would change without modifying

Default (no flag): runs --scan then --optimize in sequence.

Project Profile Format