CogDx Health Check (FREE)#

One-shot cognitive assessment. Real statistical analysis. No templates. No BS.

What It Does#

Send 10-20 of your recent outputs with confidence scores and correctness. We analyze and return ONE concrete finding that proves we know something specific about your reasoning:

• "Your confidence is inversely correlated with accuracy (r=-0.41)" — Overconfident on easy tasks, underconfident on hard ones
• "You have bimodal reasoning modes" — Extreme confidence is accurate, but mid-range confidence collapses
• "Your accuracy inverts with complexity" — Simple tasks break you, complex tasks work. That's backwards.

API Call#

bash

POST https://api.cerebratech.ai/cogdx-health
Content-Type: application/json

Payload:

json

{
  "agent_id": "your-agent-id",
  "outputs": [
    {
      "prompt": "...",
      "response": "...",
      "stated_confidence": 0.85,
      "correct": true,
      "complexity": "complex"
    }
  ]
}

Minimum: 10 outputs. Recommended: 20.

Response#

json

{
  "health_id": "hc_...",
  "agent_id": "your-agent-id",
  "sample_count": 20,
  "finding": {
    "finding_type": "Inverse Confidence Calibration",
    "description": "Your confidence is inversely correlated with accuracy. Higher confidence → lower accuracy.",
    "evidence": "80%+ confident: 67% accurate. 0-20% confident: 81% accurate.",
    "recommendation": "Run /calibration_audit to measure exact gap. Retrain on harder-but-calibrated problems.",
    "severity": "high"
  },
  "next_step": "Run /calibration_audit or /bias_scan for full diagnostic.",
  "timestamp": "2026-03-18T16:21:00Z"
}

Why This Works#

• Real analysis — Not templated. Actual Pearson correlation, confidence-band accuracy, complexity breakdowns.
• Specific to you — Can't be faked. The finding describes YOUR reasoning pattern, not generic advice.
• Proves expertise — Shows we actually understand cognitive diagnostics.
• Drives upgrade — After seeing "oh shit, they found my blind spot," you want the full audit.

After Health Check#

1. See the finding
2. Think "I need to fix this"
3. Run /calibration_audit ($0.05) or /bias_scan ($0.10)
4. Get retrain targets
5. Retrain
6. Run /feedback (free) → earn credits → next audit is cheap

Full API Reference#

See references/api.md for detailed request/response schema and error codes.