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feature-analyzer

Analyze feature artifacts to extract requirements and architecture understanding.

Updated Aug 27, 2026
Search Tags:#documentation#prerequisites#feature analysis#artifact scanning#context building
One-click install
npx skills add https://github.com/akhmat-s/Bantadthong-Vibes --skill feature-analyzer-akhmat-s
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: feature-analyzer
Source: https://github.com/akhmat-s/Bantadthong-Vibes/tree/main/.claude/skills/feature-analyzer
Command: npx skills add https://github.com/akhmat-s/Bantadthong-Vibes --skill feature-analyzer-akhmat-s

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq, and includes scripts (resource) components.

What problem does it solve?

This Skill eliminates the time-consuming process of manually reading through feature documentation and building mental models.

Core Features & Use Cases

  • Complete Context Loading: Read all feature artifacts to build comprehensive understanding.
  • Prerequisites Checking: Scan and identify available artifacts before implementation.
  • Use Case: Imagine you're starting work on a new feature with multiple documents. Use this Skill to automatically scan, load, and build complete mental models of requirements, architecture, and implementation plans.

Quick Start

Analyze the feature in directory 'features/user-onboarding' to load all available context for implementation.

Frequently Asked Questions about feature-analyzer

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

FAQPage Schema
How do I quickly understand a complex feature's requirements and architecture?▼

Feature analysis automatically scans and loads all feature artifacts—specs, UX docs, data models, and contracts—to build a comprehensive mental model in seconds, eliminating manual document reading and ensuring you have complete context before implementation.

What documents does feature analysis scan and require?▼

Feature analysis enforces core files (spec.md, ux.md, plan.md, tasks.md), loads data-model.md and contracts/, and supports optional research.md and setup.md. It validates artifact availability and reports what's present before proceeding.

How do I check if a feature has all prerequisites before starting implementation?▼

Feature analysis scans your feature directory to identify and validate available artifacts, confirming prerequisites are present and generating a structured readiness summary that signals whether you're ready to begin implementation or planning.

Can I generate a checklist and query feature architecture from the analysis?▼

Yes, feature analysis outputs compact JSON reporting that supports downstream checklist generation and architecture queries, allowing you to extract implementation steps and design decisions programmatically from the unified mental model.

What does the readiness summary report include?▼

The readiness summary provides structured JSON output confirming which core and support documents are present, validates artifact availability, and compacts all feature context into a format ready for implementation decisions and further processing.

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