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A Behavior Refinement Brief is a versioned interpretation of a specific body of evidence. It does not recompute itself from live results after generation.

What a brief contains

  • Evidence state and claim labels
  • Findings the evidence supports
  • Claims withheld by the evidence rules
  • Candidate interventions
  • An implementation packet with drafts, examples, acceptance criteria, and regression tests
  • The implementation owner and the permitted scope of change
  • Business-outcome links with their source and strength

Why briefs are versioned

If evidence changes or the sprint is reopened, CiCi creates a new version. Earlier versions remain available so a team can show what it read and acted on at the time.

APM-only briefs

An APM-only brief can include implementation-ready candidates, but its ship gate remains safe to test. The draft is useful; the claim remains limited.

Human validation pending

CiCi withholds findings and proposals while human review is incomplete. It shows progress instead of previewing a moving result.

Human-validated briefs

When the required evidence is accepted, the brief may include Signal Gap findings and a stronger transfer verdict—within the recorded study boundaries.
When a business-outcome link is labeled MIA hypothesis, treat it as a proposed connection to investigate, not an outcome established by the evaluation.