
Lightweight self-supervision that piggybacks on your existing memory system. Adds a simple rubric to SOUL.md and a daily review cron job — no new infrastructure, no parallel systems. Your agent reviews its own day in ~200 tokens, writes findings to memory where they compound naturally, and surfaces issues that need your attention. Use after installing to add the rubric to SOUL.md and set up the daily review. Use when the user asks about quality, performance, or improving how you work.
Integrate AI agents with Wayfound's supervision and observability platform. Sends session transcripts for analysis, compliance monitoring, and performance evaluation. Use when the user wants to add Wayfound to their agent, send conversations to Wayfound, set up agent supervision, or monitor AI agent performance. Supports Python SDK, JavaScript SDK, and REST API.