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feature-optimizer

Generate and refine feature.json entries for Automaker from rough descriptions.

1|Updated Feb 25, 2026
Search Tags:#workflow#planning#optimization#feature#ai-agent#feature-card
One-click install
npx skills add https://github.com/jbactad/claude-plugins --skill feature-optimizer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: feature-optimizer
Source: https://github.com/jbactad/claude-plugins/tree/main/automaker-skills/skills/feature-optimizer
Command: npx skills add https://github.com/jbactad/claude-plugins --skill feature-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Automations teams often struggle to convert vague feature ideas into precise, actionable feature.json entries that align with project standards and planning workflows.

Core Features & Use Cases

  • Create and refine .automaker/features/{featureId}/feature.json templates that adhere to the Feature Schema.
  • Optimize feature descriptions, dependencies, planning modes, and milestones to improve AI agent execution.
  • Reuse and export/import feature definitions to ensure consistency across projects and teams.

Quick Start

Create and refine a feature.json entry for a new feature in the .automaker/features/ directory.

Frequently Asked Questions about feature-optimizer

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

FAQPage Schema
How do I convert rough feature ideas into structured feature.json entries?▼

To convert rough feature ideas into feature.json entries, the Skill generates a complete Feature object with id, category, description, dependencies, planningMode, model, thinkingLevel, and status, ensuring alignment with the Feature Schema and planning workflows.

What is the best way to optimize feature descriptions for AI agent execution?▼

Optimizing feature descriptions for AI agent execution involves refining high-quality feature.json entries by adjusting dependencies, planning modes, and milestones to align with the Feature Schema and improve automated planning workflows.

Can I reuse and export feature definitions across different software projects?▼

Yes, you can reuse and export or import feature definitions across projects and teams to ensure consistency, applying the standardized Feature Schema to new feature ideas, upgrades, and planning changes.

Does the feature.json generation process support planning changes and feature upgrades?▼

Yes, the feature.json generation process supports planning changes and feature upgrades by producing a complete Feature object with optional planning artifacts used by Automaker, ensuring alignment across modern software projects.

What are the limitations of manually creating feature cards for Automaker?▼

Manually creating feature cards for Automaker often yields vague descriptions and misaligned planning modes, which the Skill resolves by standardizing the Feature Schema entries and optimizing milestones for AI agent execution.

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