sprint-planner

Installation
SKILL.md

Sprint Planner

Decompose complex implementation plans into focused, autonomous agent sprints. Each sprint is self-contained, has measurable acceptance criteria, and can execute without human intervention.

When invoked with arguments, decompose: $ARGUMENTS

When to Use

Plan Characteristics Action
>15 discrete steps or >8K tokens Decompose into sprints
Cross-domain work (multiple categories, services, or layers) Decompose into sprints
Long-running work requiring checkpoints Decompose into sprints
<10 steps, single domain, clear scope Execute directly — decomposition adds overhead
Exploratory or research work Execute directly — fluid reasoning needs cross-domain context

When uncertain, decompose. The cost of unnecessary decomposition is low; the cost of context collapse mid-execution is high.

Workflow

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11
First Seen
Feb 16, 2026