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Educational satire No money Priced in time Human review required
BarkBowlTime-commerce dogfooding

Seed, expand, constrain, compare, package, review

Creative Expansion Loop

A deterministic six-step dogfood loop for CreativeExpansion draft packets.

Six-step constrained ideation

Creative Expansion Loop

Creative Expansion Loop is a deterministic dogfood teaching surface. It does not run an autonomous agent, approve drafts, mutate protected anchors, or publish content.

Package
1.29.0
Seed
2026.06.11.031
Surface
creative-expansion-loop

Seed

Purpose: Ingest a goal, source context, constraint set, or creative tension.

DogfoodMetric: seedCompleteness

UnsafeFailure: unscoped prompt enters review queue

Expand

Purpose: Generate multiple deterministic draft directions.

DogfoodMetric: generativeVarianceWithinBounds

UnsafeFailure: single authoritative answer or runtime action claim

Constrain

Purpose: Remove options that widen claims, collapse lanes, or overstate authority.

DogfoodMetric: boundaryRejectionRate

UnsafeFailure: certify/publish/probe/train/approve language survives

Compare

Purpose: Score usefulness, novelty, semantic stability, implementation burden, and review risk.

DogfoodMetric: reviewableComparisonMatrix

UnsafeFailure: novelty outruns evidence

Package

Purpose: Produce UAIX-compatible draft handoff JSON and Markdown.

DogfoodMetric: schemaStrictness

UnsafeFailure: draft packet lacks claimBoundary or noOpRule

Review

Purpose: Human disposition: draft, emerging, stable, rejected, or no-op.

DogfoodMetric: timeToDisposition

UnsafeFailure: approval implied without human review