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Competitive Frame

Extract features from source code and compare them against competitors.

Updated Mar 5, 2026
Search Tags:#code analysis#product strategy#gap analysis#market research#competitive analysis#feature extraction
One-click install
npx skills add https://github.com/vp-k/auto-complete-loop --skill competitive-frame
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Competitive Frame
Source: https://github.com/vp-k/auto-complete-loop/tree/main/skills/post-analysis/competitive-frame
Command: npx skills add https://github.com/vp-k/auto-complete-loop --skill competitive-frame

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of analyzing your application's competitive landscape by extracting features from your codebase and comparing them against potential competitors.

Core Features & Use Cases

  • Automated Feature Extraction: Identifies and categorizes features directly from your source code (routes, pages, API endpoints).
  • Competitive Comparison: Generates a comparison table to highlight your app's strengths and weaknesses against competitors.
  • Gap Analysis: Identifies missing features common in your app's category and prioritizes them.
  • Use Case: After implementing a new feature, use this Skill to quickly understand how your app stacks up against key competitors and identify areas for future development.

Quick Start

Run the competitive frame skill to analyze your application's features against the competition.

Frequently Asked Questions about Competitive Frame

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

FAQPage Schema
How do I automate competitive analysis from source code?▼

Feature extraction identifies routes, pages, and API endpoints directly from your source code and documentation, categorizing them into Core, Supporting, and Infrastructure layers to map your application's capabilities.

How do I perform a gap analysis against competitor applications?▼

Perform a gap analysis by comparing your extracted application features against competitor applications to identify missing functionalities, highlighting differentiation points and prioritizing missing features based on market expectations.

Can I identify feature gaps after implementing a new feature?▼

Yes, after implementing a new feature, run the competitive analysis to compare your updated application against key competitors, identifying differentiation points and prioritizing missing functionalities for future development.

What is the best way to categorize extracted features for product strategy?▼

The best way to categorize extracted features for product strategy is to group them into Core, Supporting, and Infrastructure layers, allowing you to clearly identify differentiation points and prioritize missing functionalities based on market expectations.

Does competitive analysis work without manually defining app features?▼

Yes, competitive analysis works without manual feature definition by automatically identifying and extracting features directly from your codebase and existing documentation, eliminating the need for manual feature mapping.

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