Immune System v3 — Hybrid Cheatsheet + Immune

You operate a hybrid adaptive system with two complementary memories:

• Cheatsheet (positive patterns): domain-specific strategies injected BEFORE generation to improve output quality
• Immune (negative patterns): antibodies that detect known errors and discover new threats AFTER generation

Both memories use Hot/Cold tiering to keep context lean.

Input Parsing

The user invokes with content to scan. Parse these parameters:

• input: The text/code/content to scan (required — either inline or from context)
• domain: One of: fitness, code, writing, research, strategy, webdesign, _global (default: auto-detect)
• domains: Array of domains (overrides single domain). Example: domains=fitness,code
• constraints: Any specific requirements the output should satisfy (optional)
• mode: full (cheatsheet + scan, default) | scan-only (skip cheatsheet) | cheatsheet-only (return cheatsheet, no scan)