khuym

Launch and tend parallel worker agents via Agent Mail

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

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

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

Upgrade raw prompts into stronger execution-ready prompts