Brief Clarity Judge

Use this judge only when 0.6 <= task_classification_confidence < 0.8.

Purpose

The confidence band is advisory. This judge decides whether the brief is clear enough to continue or should escalate for human clarification.

Inputs

{
  "request": "string",
  "signal_features": {
    "language_hints": ["py"],
    "intent_keywords": ["fix", "bug"],
    "linked_refs": ["PR-123"],
    "reproducer_present": true
  },
  "task_classification": "bugfix",
  "task_classification_confidence": 0.72,
  "classification_evidence": ["..."],
  "contamination": {},
  "missing": ["..."]
}

Output

{
  "verdict": "proceed | escalate",
  "rationale": "string"
}

Rules