Editorial Decision Rules
Source precedence (default)
frompat (most mature; preserve key info and examples)
neuroAI (stable but narrower; preserve technical claims and citations)
assets_outreach (historical/contextual; use selectively and modernize wording)
Conflict resolution
- If
frompat conflicts with other sources on morphology/proofreading interpretation,
retain frompat as primary and annotate alternatives in notes.
- If
neuroAI conflicts with older outreach framing, keep neuroAI for methods/tooling
and move outreach material to historical context callouts.
- Mark uncertain statements as
VERIFY and queue for source check.
Rewrite constraints
- Keep facts and core teaching intent; rewrite tone/structure for learner clarity.
- Separate historical claims (e.g., dated 2021 context) from current framing.
- Preserve attribution/citation lineage for every reused figure.
Output constraints
- Every unit doc must include:
- website-ready summary blocks
- slide-ready sequence
- selected figure candidates with attribution notes
- open questions / verification items