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moai-workflow-jit-docs

Load targeted documentation by analyzing intent and detecting relevant technologies.

Updated Feb 24, 2026
Search Tags:#documentation#caching#web search#jit loading#intent analysis#source prioritization
One-click install
npx skills add https://github.com/Jongsix/remote-claudecode --skill moai-workflow-jit-docs-jongsix
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: moai-workflow-jit-docs
Source: https://github.com/Jongsix/remote-claudecode/tree/main/.claude/skills/moai-workflow-jit-docs
Command: npx skills add https://github.com/Jongsix/remote-claudecode --skill moai-workflow-jit-docs-jongsix

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the problem of missing, stale, or irrelevant documentation by finding and loading the most useful references only when a task actually needs them.

Core Features & Use Cases

  • Intent-driven discovery: Detects when a user question needs documentation and identifies the relevant technologies and domains.
  • Source prioritization: Prefers local project docs, then official sources, then community resources and live web research when needed.
  • Quality-aware loading: Scores documents for authority, recency, completeness, and relevance so the best material is surfaced first.
  • Use case: A developer asks how to implement JWT authentication in FastAPI, and the Skill loads the most relevant official and project-specific documentation instead of broad search results.

Quick Start

Ask the assistant to load the most relevant documentation for your current implementation question.

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 technical documentation exactly when I need it during implementation?▼

Just-in-time documentation loading analyzes your technical question's intent, detects relevant technologies, and retrieves targeted reference material only when your task requires it.

What is the best way to find authoritative docs for troubleshooting specific framework issues?▼

Source prioritization solves this by scoring documents for authority, recency, and relevance, preferring local project docs, then official sources, then community resources.

Can I use intent analysis to fetch official documentation instead of broad web search results?▼

Yes, intent-driven discovery detects when a question needs documentation and identifies the relevant domains to load specific official and project-specific material instead of broad results.

How does just-in-time doc loading handle caching for frequently accessed technical references?▼

Just-in-time doc loading utilizes caching support to store retrieved reference material, ensuring fast subsequent access to frequently needed technical documentation.

Does just-in-time documentation loading work for best-practice and new-technology research workflows?▼

Yes, just-in-time documentation loading applies to implementation, troubleshooting, best-practice, and new-technology workflows that need immediate, quality-scored reference material.

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