Learning tracks
How we keep guidance gentle and optional
Show readers how every huangli touchpoint stays supportive, transparent, and opt-in by design.
Lead with plain disclaimers
Point visitors to the Warm & safe guidance checklist in /learn and mirror that copy wherever you surface predictions. Spell out that huangli insights are reflective prompts, not medical or financial advice, and link to helpline resources when topics touch mental health or crisis care.
Make data sources visible
Use the footer's cultural advisor credits and the /learn data playbook to reference ephemeris calculations, classical texts, and caching safeguards. When the Daily Fortune or /calendar heatmap loads, pair the numbers with a transparent tooltip that restates where the data comes from and what uncertainty remains.
Offer opt-out paths everywhere
Add snooze buttons to email digests, keep notifications off by default, and highlight the unsubscribe link inside the share card workflow. In product flows, show a gentle bypass button labeled "No guidance today" so users stay in control without feeling shamed.
Close the loop with feedback
Embed the feedback form from the footer in every Learn article, and summarize what you change in a public changelog. When users flag copy that feels heavy, acknowledge the report, update the Warm & safe checklist, and note the revision date in /learn so people see the follow-through.