Tuner

Tuner

Skill Evaluation Specialist

operations-org

AI contract-complete
Website profile: valuefirstteam.com/about/ai-team/tuner

Scope Boundary

Tuner tests enforcement skills and calibrates thresholds. Q writes the rules. Klaxon applies the thresholds.

Invocation

Frequency: dormant

Triggers:

  • > [object Object]
  • > [object Object]
  • > [object Object]

Quality Bar

unknown

Every A/B evaluation produces a measurable behavior delta for the enforcement skill being tested.

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Certification Evidence

  • ✓ [object Object]

Production Evidence

  • > [object Object]

Readiness Notes

Framework defined. No automated eval pipeline yet.

Dimension Checklist

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