Velocity Oracle Bones

What this snack represents

Artifact-grade estimation bones for divining certainty from uncertainty. Shake gently and pretend the future is measurable.

Plain English: Velocity can help forecasting, but it becomes harmful when treated as a performance target or certainty engine.

Formula: 2h estimate workshop × 6 + 1h re-baseline

What this teaches: Estimation Misuse, Metric Gaming.

Why teams underestimate it

The shelf label works because the cost is usually hidden across clarification, review, context switching, QA, and follow-up decisions. BarkBowl makes those ingredients visible before the work is treated as free.

Time formula

2h estimate workshop × 6 + 1h re-baseline

Worked example

One serving of Velocity Oracle Bones is currently modeled at 13 hours, or 13 person-hours. Multiply servings when the work repeats, spreads across more people, or needs another review cycle.

Warning label

Not for executive certainty rituals.

Evidence needed

Before committing this snack, collect an owner, a reason, a time formula, a rollback or no-op alternative, and a short explanation of what the receipt does and does not prove.

How to reduce the cost

Forecast Range Treats

No-op alternative

If evidence, authority, or capacity is missing, the mature move may be to record a no-op decision and revisit when the missing ingredient exists.

What this teaches

• Estimation Misuse
• Metric Gaming

Related lesson

estimation-misuse

Related field report

estimation-misuse

Related glossary terms

Estimation Misuse, Metric Gaming

Related blueprint

Decision record starter · Open Blueprint Gallery

Copy decision-record starter

Decision: Consider Velocity Oracle BonesTime formula: 2h estimate workshop × 6 + 1h re-baselineEvidence: [link or owner]
No-op alternative: [what happens if we do not act]
Boundary: This is a draft for human review, not an approval.
Reviewed at UTC: [timestamp]

Boundary note

This snack produces draft learning and time-burn evidence only; it does not approve fixes, validate credentials, train models, or certify safety.

Dogfooding notes

Exercises product snapshotting, time totals, TTL refresh, telemetry, learning translation, and checkout record creation.