- Align agent files with on-disk workplan prefixes (infer from workplan ids)
- Set workplan domain to registered domain_slug; add topic_slug where applicable
- Repair frontmatter delimiter formatting; migrate legacy task status literals
- Regenerate AGENTS.md, CLAUDE.md, and .claude/rules from State Hub templates
Define interactive cya shell mode with opt-in shell history, State Hub
orientation, session learning, and weakness hints. Pair with llm-connect
adapter integration for production multi-turn assistance.