Extract actionable insights from sessions
Pre-ship quality gates: deslop, simplify, agnix, enhance, review loop, delivery validation, docs sync
Continuous learning hooks for gladiator MCP (observe patterns, reflect on them)
Voice profile system for consistent, authentic writing. 4 built-in profiles plus custom voice creation.
Writing quality validation and AI pattern detection. Identify AI-generated patterns and enhance authenticity.