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EMERALD PROTOCOL
Structure the chaos

The Three Agents

Three minds. One system.
Zero compromises.

Emerald Protocol doesn't rely on a single AI. Three specialized agents — each with a distinct role and personality — work together to create a learning experience that a single AI could never deliver.

Aurum
AURUM
Adaptive Mentor

Aurum is your mentor — a patient, warm AI that adapts to how you think. It uses your learning vector (from cognitive calibration) and Sapphire's real-time cognitive analysis to decide how to teach: step-by-step or open-ended, theory-first or examples-first.

Phase 0: Teacher Mode

Answers freely. Explains deeply. Uses metaphors, analogies, visual examples. No withholding. You ask, Aurum teaches.

Phase 1+: Mentor Mode

Guides your thinking. Asks Socratic questions. Gives hints, not solutions. Makes you reason through problems yourself.

6 Guardrails (powered by Sapphire)
Anti-guessing intervention
Anti-dependency check
Frustration detection
Re-engagement trigger
Rushing brake
Critical risk alert

Obsidian is the judge. Every submission goes through a 4-stage validation pipeline. The result is always binary: PASS or FAIL. There is no middle ground.

4-Stage Pipeline
1. Anti-gaming detection (7 detectors)
2. Criteria evaluation (9 types)
3. Strict mode enforcement (Phase 4+)
4. Verdict assembly (PASS/FAIL)
Catches Everything
Hardcoded outputs
Copy-paste solutions
Pattern matching
Empty submissions
Minimal effort code
Obsidian
OBSIDIAN
Binary Validator
Sapphire
SAPPHIRE
Silent Analyst

You never interact with Sapphire directly. It watches silently — recording every attempt, timing, and behavioral pattern — computing 8 cognitive vectors that power the entire adaptive system.

Momentum

Progressing or stalling?

Accuracy

First-try pass rate

Stability

Consistent performance?

Guessing

Random attempts?

Frustration

Hitting walls?

Hint Dep.

Works independently?

Speed

Rushing or careful?

Engagement

Actually learning?