AILANG Sprint Planner

Sprint planning with velocity analysis reads your design docs and recent changelog to estimate realistic timelines and task breakdowns. This Skill generates a detailed markdown plan plus machine-readable JSON progress file, accounting for actual development speed rather than guesswork.

Yes. The Skill analyzes your design documents and current implementation status to propose milestones with LOC estimates and creates detailed day-by-day task breakdowns, making large projects manageable and executable.

Provide design documents describing the roadmap, a changelog showing recent development history, and current implementation status. The Skill uses these inputs to compute velocity and generate accurate sprint estimates.

The Skill outputs a machine-readable JSON progress file alongside the markdown plan. This enables you to track completed tasks and resume the sprint in subsequent sessions without losing context or recalculating estimates.

Yes. The Skill integrates relevant documentation URLs and development best practices directly into the generated sprint plan, ensuring all necessary context and reference material is available during execution.

Manual planning often underestimates timelines and ignores historical velocity. Automated, data-driven planning analyzes your actual development speed from changelogs and design scope to produce realistic estimates and actionable task breakdowns.