orchestrator

Upgrade raw prompts into stronger execution-ready prompts

TDD-for-skills meta-skill with pressure testing and persuasion psychology

Per-agent worker loop: self-route from bead graph, implement, close, report

Bootstrap meta-skill: routing, go mode, skill catalog, state bootstrap/resume

Convert books into SFT datasets for training style-transfer models

Systematic debugging for blocked workers, test failures, and build errors

Plugin

5 parallel review agents, 3-level artifact verification, UAT gate

Manual dream-style consolidation over Codex artifacts into durable Khuym learnings

Codebase intelligence via gkg tool for architecture and dependency analysis