human-distill

# Human Distillation Turn a person's source material into a working coworker agent: a persona written into the agent identity files (`IDENTITY.md`, `SOUL.md`, `USER.md`, `CV.md`) and a work-module skill (`skills/<alias>-playbook/`) that carries their workflows, preferences, and judgment. Every generated claim cites the corpus documents it came from; nothing is invented beyond the source. The deterministic engine is the `hybridclaw coworker` CLI. Your judgment enters the pipeline through exactly one artefact: `extraction.json`. You never edit the persona files directly — the engine renders them from validated claims so every line stays cited, versioned, and reversible. ## Hard rules 1. **Consent first.** Distilling a real, named human requires a recorded consent artefact. Never run `coworker consent record` on your own initiative or invent a consent statement — the operator must provide the statement and run (or explicitly dictate) the command. If a run is blocked, relay the remediation message and stop. 2. **Evidence or nothing.** Every claim in `extraction.json` must cite real corpus document ids from the analysis packet. If you cannot support a claim, leave it out or put the question in `openQuestions`. The engine flags and drops uncited claims — do not try to route around it. 3. **Never impersonate.** The coworker mirrors the subject's judgment, not their identity. Do not sign as the subject or present generated output as written by them. 4. ...