project-knowledge

Retrieve project architecture, tech stack, and coding patterns from markdown files.

244|75|Updated Dec 22, 2025
One-click install
npx skills add https://github.com/pavel-molyanov/molyanov-ai-dev --skill project-knowledge-pavel-molyanov
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: project-knowledge
Source: https://github.com/pavel-molyanov/molyanov-ai-dev/tree/main/shared/templates/new-project/.claude/skills/project-knowledge
Command: npx skills add https://github.com/pavel-molyanov/molyanov-ai-dev --skill project-knowledge-pavel-molyanov

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a centralized and easily accessible repository for all project-specific documentation, ensuring that AI agents and developers have a clear understanding of the project's architecture, standards, and guidelines.

Core Features & Use Cases

  • Comprehensive Documentation: Access detailed information on architecture, tech stack, coding patterns, deployment, and UX guidelines.
  • Just-in-Time Context: Agents load only the necessary documentation for the current task, optimizing context window usage.
  • Use Case: When starting a new feature, activate this Skill to review the project's architecture and coding patterns, ensuring your implementation aligns with established standards.

Quick Start

Use the project knowledge skill to understand the project architecture.

Frequently Asked Questions about project-knowledge

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

FAQPage Schema
How do I provide project documentation to an AI agent for coding tasks?

To provide project documentation to an AI agent, use a skill that centralizes architecture, tech stack, and coding patterns into markdown files. This allows the agent to load necessary context dynamically.

What is the best way to ensure an AI agent follows our coding standards during feature development?

The best way to ensure an AI agent follows coding standards is to reference a centralized documentation hub containing your specific coding patterns and architecture guidelines before starting implementation.

How does an AI agent access deployment setup and UX guidelines from project documentation?

An AI agent accesses deployment setup and UX guidelines by retrieving information from markdown files stored in a references directory, loading only the necessary context for the current task.

Do I need to prepare markdown files before using a project knowledge skill?

Yes, you need to prepare markdown files detailing your project's architecture and dependencies in a references directory. The skill requires these files to facilitate understanding of development standards.

Can I use project documentation tools to optimize context window usage for AI agents?

Yes, project documentation tools optimize context window usage by enabling just-in-time context loading. Agents load only the specific architecture or deployment information needed for the active task.

Why should I use a centralized documentation hub instead of passing raw files to the AI?

A centralized documentation hub provides structured access to tech stack and coding patterns, ensuring the AI agent retrieves accurate project knowledge without manually parsing scattered raw files.