khuym:validating

Research codebase, write a phase contract and story map, then decompose into executable beads

Convert books into SFT datasets for training style-transfer models

Codebase intelligence via gkg tool for architecture and dependency analysis

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

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

Plugin

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

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

Upgrade raw prompts into stronger execution-ready prompts

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