Culture & Values
Stories, curricula, and norms. Teach truth, competence, and mutual respect; archive history with sources.
Healthy uses
- Transparent sourcing and citations.
- Curricula that build skill and agency.
- Inclusive, respectful dialogue norms.
Risks to avoid
- Revisionism without sources.
- Performative virtue over competence.
- Exclusionary or demeaning content.
Controls & guardrails
- Editorial standards and peer review.
- Diverse author panels and mentorship.
- Open archives with stable links.
- Clear code of conduct.
Signals & metrics
- Citations per article
- Reader trust/feedback
- Contributor diversity
Tech hooks
Information architecture (libraries), Experience (education UX), Data (digital archive), Compliance (IP/attribution).
Related playbooks
Point A → Point B, Fast
Architecture Sprint (1–2 weeks): Current → Target → 1–90-day plan. D1 maps, D2 target, D3 plan, D4 exec brief.