- Encode transcript requirements for model discovery and Pentagon boundary
- Add KB read/propose skill for Hermes, OpenClaw, and Claude-style agents
- Extend LLM contract checks; verify with 422-test suite
`.agents/skills/living-ip-kb-interop/SKILL.md`
`.agents/skills/nousresearch-hermes-agent/SKILL.md`
`.agents/skills/openclaw-agent/SKILL.md`
`docs/llm-refinement-decision-engine.md`
`scripts/check_llm_refinement_contract.py`
