increment

Installation
SKILL.md

MANDATORY PREPARATION

Invoke /product-thinking — it contains the Context Gathering Protocol and the AI Slop Test. Follow the protocol before proceeding.


Mindset

An increment is a commitment to ship a complete user outcome. Not a feature request. Not a brainstorm. Not a backlog item with aspirations. It is the document that says: "This is what we are building, why, for whom, and how we know it worked." If you cannot fill every section with specific, grounded information, the increment is not ready to build.

A spec is a thinking tool, not a documentation exercise. The competitive context should shape the scope. The persona reactions should challenge the solution. The user signal should validate the problem. If these inputs don't change what you write, you are not using them.

Scope by outcome, not by time. "What can we build in two weeks?" produces mediocre features. "What is the minimum that changes user behavior?" produces focused ones. Cut features, not corners.

Sizing

Determine the increment size based on scope, not effort. Ask the PM if unclear, but default to your best judgment:

  • Big — New capability or major expansion. Touches multiple product surfaces. Use the complete template below.
Related skills
Installs
8
Repository
vgrss/acumen
GitHub Stars
9
First Seen
Apr 27, 2026