spec-refiner

Vague project requests are refined into concrete, verifiable task specs by applying spec-refinement to generate a structured Task Brief with clear goals and acceptance criteria. This enforces consistent documentation format for project scoping.

Creating a handoff note for implementers in a tasks workflow is best handled by generating a file-based protocol that produces a structured 00_task_brief.md and related concise notes. This improves alignment between stakeholders and implementers.

Structuring a task brief for project management involves refining raw requests into a file-based workflow document at tasks/<date>_<slug>/00_task_brief.md. This produces verifiable specs and consistent handoff notes for implementers.

Spec-refinement can be used for official project handoffs by applying it to product briefs and project scoping tasks. It produces a structured Task Brief and a concise handoff note following the file-based tasks/ workflow protocol.

Generating a task brief requires no specific dependencies or components. You provide a raw task request, and the spec-refiner generates the structured task brief and handoff note following the file-based tasks/ protocol.

A structured task brief is needed when a raw request lacks clear goals and verifiable acceptance criteria. Refining it into a structured format ensures stakeholder alignment and provides consistent documentation for implementers.