Use cases
Wellness and health
Wellness and Ayurveda products read the chart for a discussion starter. Health and telehealth products read it as a structural, prevention-oriented lens beside real screening. Both are supplementary, never diagnostic, and that line is not decorative here.
Wellness, Ayurveda and beauty
| Product | Tool chain | Constraint |
|---|---|---|
| Prakriti quiz replacement | get_full_chart, get_ayurvedic_constitution, get_shadbala, get_boundary_warnings | Wellness framing, not medical |
| Seasonal regimen switching | get_ayurvedic_constitution, get_seasonal_outlook, get_panchang | The weather layer is an astrological lens, not a forecast |
| Skin and hair concern mapping | get_ayurvedic_constitution, get_health_organ_panel, get_shadbala | Cosmetic claims only. get_health_organ_panel is Vedic Parashari, label it |
| Fasting, cleanse and rest calendar | get_panchang, get_tara_bala, get_chidra_dasha, get_moon_transit | Wellness guidance |
| Practice recommender | get_chara_karakas, get_ishta_devata, get_mantra_recommendation, get_past_life_karmic_panel | Spiritual framing |
| Corporate wellness cohort dashboard | get_vitality_index, get_chronic_disease_panel, get_health_transit_alerts | Aggregate only. Individual output never reaches a manager |
Why it beats a survey
No quiz fatigue, deterministic, and reproducible for the same user forever, with a data-quality pill from get_boundary_warnings.
Health and telehealth
| Product | Tool chain | Constraint |
|---|---|---|
| Constitutional risk profile at intake | run_pre_verdict_audit, analyze_natal_promise, get_health_cusp_panel, get_vitality_index, get_chronic_disease_panel, get_health_organ_panel, get_d6_chart | Supplementary lens, not diagnostic. No condition is ever asserted |
| Screening-reminder scheduler | get_chronic_disease_panel, get_health_transit_alerts (paged), get_medical_timing | "Consider a check", never "you will develop X" |
| Second-opinion prompt | get_misdiagnosis_risk, get_disease_nature, get_treatment_modality | Argues for more medical contact, never less |
| Recovery-window companion | get_cure_window, get_medical_timing, get_current_health_status | A promise gate runs first, so it can honestly say "not indicated" |
| Elective-procedure scheduling | get_surgery_success, find_surgery_time, get_hospitalization_window | Clinician-facing. Elected on the cure houses, not the disease houses |
| Mental-wellbeing reflection journal | get_mental_health_panel, get_addiction_indicators, get_moon_transit, get_tara_bala | Never a diagnosis. Crisis resources present |
| Ask-now triage, no birth data | get_medical_horary, get_horary_serial | Supplementary, never a substitute for triage |
Longevity rule, absolute
get_longevity_balarishta returns a qualitative band. Never a date, never a number of years, in any surface, ever.
Where to next
- wellness-matcher is the worked example for the prakriti-quiz row.
- health-risk-analyzer is the worked example for the constitutional risk profile and screening rows, roughly 29 tool calls across a 7-step protocol.
- Responsible use for the full health and longevity disclaimer language.