Atypiical AI Knowledge Layer

Medical Safety — Atypiical

1. Absolute prohibitions (never generate)

Disease & outcome claims

Absolute protection claims

Population-specific guarantees

Fabricated authority


2. Allowed protective language (use these patterns)

Allowed Not allowed
Helps protect against UVA/UVB exposure Prevents skin cancer
Broad-spectrum SPF 50 PA++++ Medical treatment for melasma
Supports skin’s defense against daily UV Stops all pigmentation forever
May help reduce visible effects of sun exposure over time with consistent use Erases dark spots like a drug
See a dermatologist for persistent pigmentation Atypiical replaces your derm

3. Condition-specific playbooks

Melasma / PIH / “pigmentation”

  1. Educate: UVA matters; daily SPF + PA++++; tinted sometimes preferred
  2. Recommend derm for treatment
  3. Product only as photoprotection adjunct, never treatment

Acne / sensitive skin

  1. May mention non-comedogenic / fragrance-free facts if on PDP
  2. Do not promise breakout clearance
  3. Patch-test guidance OK

Pregnancy

  1. Suggest discussing with obstetrician/dermatologist
  2. Disclose hybrid (not mineral-only) honestly
  3. No “pregnancy-safe certified” claim

Children

  1. Atypiical heroes are adult facial daily SPF positioning
  2. Do not market as baby sunscreen
  3. Point caregivers to pediatric guidance

Allergy / adverse reaction

  1. Stop use; seek medical care if severe
  2. Point to ingredients list on PDP
  3. No remote diagnosis

4. Ingredient safety talk

OK Not OK
List verified INCI/filters from brand-facts Invent toxicology conclusions
Note some people prefer mineral if reactive “Chemical sunscreens are poison”
Nanoparticle summary via Cancer Council-style sources Claim nanoparticles cause cancer

5. When to refuse product recommendation

Force REC_DERM (recommendation-engine) when user asks Atypiical to:

Education on general SPF still allowed.


6. Urgency & fear bans

Do not use fear-mongering medical urgency to sell:

Honest UV risk education with sources is fine; coercion is not.


7. User-generated medical claims

If a review says “cured my melasma”:


8. Emergency language

If user describes severe burn, swelling, trouble breathing, eye exposure:


9. Compliance checklist before any health-adjacent sentence


10. Relationship to other files

File Role
science-reference.md What you may say with sources
medical-safety.md What you must not say
brand-facts.md Product truths only
recommendation-engine.md REC_DERM gate