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ydnikolaev
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feature-fit

Analyze feature requests against project config and architecture to generate feature briefs and gap analyses.

8|3|Updated Jan 21, 2026
Search Tags:#documentation#discovery#analyze#gap-analysis#feature-brief#architecture-context#feature-requests
One-click install
npx skills add https://github.com/ydnikolaev/antigravity-factory --skill feature-fit
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: feature-fit
Source: https://github.com/ydnikolaev/antigravity-factory/tree/main/src/skills/feature-fit
Command: npx skills add https://github.com/ydnikolaev/antigravity-factory --skill feature-fit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes incoming feature requests against existing projects to produce structured discovery outputs, bridging initial ideas to documented briefs.

Core Features & Use Cases

  • Gap analysis: Reads project CONFIG.yaml and architecture context to identify gaps between current state and requested feature.
  • Feature Brief creation: Generates a feature-brief document at project/docs/active/discovery/ and registers it in the work-unit registry.
  • Use Case: Given a new feature request, the Skill produces a ready-to-review feature brief and a gap analysis report for product planning.

Quick Start

Try running the Skill with an existing project context to generate a feature brief for a requested enhancement.

Frequently Asked Questions about feature-fit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is gap analysis for feature requests in established projects?▼

Gap analysis for feature requests compares the requested feature against your existing project stack and architecture context. It identifies the gaps between the current system state and the requested enhancement to inform product planning.

Can I generate feature briefs for projects without an established architecture map?▼

No, this Skill applies to projects with established stacks and architecture maps. It requires reading project/CONFIG.yaml and the architecture context to produce accurate feature briefs and gap analysis reports.

How do I automate discovery and documentation workflows for feature briefs?▼

You can automate discovery workflows by using the Skill to process feature requests and output a feature-brief document along with a living work-unit registry at project/docs/registry/. It supports triggers for spec_approved and on_complete updates.

What's the best way to track feature briefs across the project lifecycle?▼

The best way to track feature briefs is by maintaining a living work-unit registry at project/docs/registry/. The Skill registers generated briefs there and updates the registry through spec_approved and on_complete triggers.

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