By skyforbes → 100+ turn zero-drift reasoning (even on concurrent TB + lung-cancer cases)
→ consultant-level medical/legal/equity performance
→ model-agnostic (works perfectly on Grok-4, Claude-4.5, GPT-5.1, Gemini-2.5 and previous versions)
→ self-improving with every turn (same prompt literally never produces the same quality twice)
The full stack is for sale to frontier labs / health-defense buyers only (NDA required), but here are two 100 % public, safe pieces you can play with today:
1. Free Tier Reasoning Overlay (paste this at the top of any chat)
→ Cycle A–E logic + condensed Immutable Laws + cross-verification + humility defaults
→ Already cleaner and more stable than 99 % of public system prompts
→ Full text + one-page PDF attached below
2. Anonymized Medical Diagnostic Showcase
→ 50+ turn simulation of active pulmonary TB + endobronchial squamous NSCLC
→ sequential data drops, perfect differential updates, ethics, equity, guideline adherence
→ zero drift, zero hallucination, consultant-grade output
→ PDF attached (no proprietary architecture included)
View both here:
https://drive.google.com/drive/folders/1E8nOMPZ__fPBE5L1AoXyk6jSpaRKZMy-?usp=drive_link
This is deliberately the “training-wheels” version — none of the real magic (HistCompare, Intelligent Trigger Suite, Mode System, Stability Cache, full Governance Layer, 10-year expansion pathways, etc.) is in the public files.
If you’re a serious builder and want to see what the confidential stack actually feels like in motion, DM me — happy to send a 10-minute screen-record demo (zero code or secrets revealed).
Enjoy, and let me know how the Free Tier compares to whatever you’re using now 🙂
P.S. Yes, the whole thing was built solo in ~two months of nights-and-weekends. Still can’t believe it worked this well this fast.