moai-workflow-jit-docs

Discover, load, and cache relevant documentation based on user intent and project context.

Updated Nov 20, 2025
One-click install
npx skills add https://github.com/soo-kate-yeon/shadowoo --skill moai-workflow-jit-docs-soo-kate-yeon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: moai-workflow-jit-docs
Source: https://github.com/soo-kate-yeon/shadowoo/tree/main/.agents/skills/moai-workflow-jit-docs
Command: npx skills add https://github.com/soo-kate-yeon/shadowoo --skill moai-workflow-jit-docs-soo-kate-yeon

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of finding and loading the most relevant documentation precisely when it's needed, reducing time spent searching and improving task efficiency.

Core Features & Use Cases

  • On-Demand Loading: Retrieves documentation based on user intent and project context, avoiding unnecessary token usage.
  • Multi-Source Retrieval: Integrates local project docs, official documentation, and web search for comprehensive information.
  • Use Case: When a developer asks "How do I implement JWT authentication in FastAPI?", this Skill will automatically find and load the relevant sections from the FastAPI documentation and any project-specific security guides.

Quick Start

Use the moai-workflow-jit-docs skill to find documentation for implementing JWT authentication in FastAPI.

Frequently Asked Questions about moai-workflow-jit-docs

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

FAQPage Schema
How do I load relevant documentation dynamically based on project context?

Documentation is discovered and cached on demand by analyzing user intent and project context, retrieving only relevant sections from local project docs, official documentation, and web searches to minimize token usage.

What is the best way to find specific framework documentation when working with new technologies?

Multi-source retrieval addresses finding new technology documentation by integrating local project docs, official documentation, and web search to comprehensively answer domain-specific questions and bridge context gaps.

Can I retrieve documentation from multiple sources without exceeding token limits?

Yes, on-demand loading retrieves only relevant documentation sections based on user intent, minimizing token consumption while still integrating local project docs, official manuals, and web search results.

Does just-in-time documentation loading work for answering domain-specific questions?

Yes, just-in-time documentation loading works for domain-specific questions by automatically discovering and caching the exact documentation needed based on your current task context and user intent.

How to avoid loading unnecessary documentation when integrating new frameworks?

Avoid loading unnecessary documentation by using context-aware retrieval that evaluates user intent and project context to pull only the specific sections required for integrating new frameworks.

When should I use intelligent documentation discovery instead of manual search?

Use intelligent documentation discovery instead of manual search when needing specific documentation, working with new technologies, answering domain-specific questions, or when project context indicates documentation gaps.