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feat(classify): introduce incident taxonomy and risk tier scoring #2

@sonwr

Description

@sonwr

Goal

Define and implement incident classification contract for runtime failures.

Scope

  • Base taxonomy: payload_invalid, auth_error, rate_limit, runtime_noise, state_drift
  • Risk tier output: none/low/moderate/high
  • Confidence score in [0,1]

Acceptance Criteria

  • Deterministic mapping tests
  • JSON output contract documented
  • Unknown errors fall back to safe default classification

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