Khuym: multi-agent coordination skills for agentic software development
Per-agent worker loop: self-route from bead graph, implement, close, report
Bootstrap meta-skill: routing, go mode, skill catalog, state bootstrap/resume
Plan verification (8 dimensions), spike execution for HIGH risk, bead polishing
Extract locked decisions via Socratic dialogue before planning begins
Research codebase, synthesize approach, decompose into executable beads
Capture learnings (patterns/decisions/failures) into history/learnings/
Manual dream-style consolidation over Codex artifacts into durable Khuym learnings
Systematic debugging for blocked workers, test failures, and build errors
Codebase intelligence via gkg tool for architecture and dependency analysis
TDD-for-skills meta-skill with pressure testing and persuasion psychology
Convert books into SFT datasets for training style-transfer models