Where does this skill source its information?

It pulls from multiple sources including your local project files, official library documentation via WebFetch/MCP, and real-time web research for the latest community best practices.

How does the skill detect when I need documentation?

It monitors for specific triggers such as framework names (e.g., FastAPI, React), technical questions (e.g., 'how do I...'), and implementation-focused keywords like 'build', 'debug', or 'fix'.

What is Just-In-Time (JIT) documentation?

JIT documentation is a system that loads specific technical information only when it becomes relevant to your current task, reducing information overload and manual searching.

Does it prioritize my local project documentation?

Yes, local documentation stored in directories like .moai/docs/ or README.md is given the highest priority to ensure project-specific context is always respected first.

Moai Just-In-Time Documentation

Name: Moai Just-In-Time Documentation
Author: modu-ai

bymodu-ai

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Learning & Documentation

Intelligently discovers and loads relevant technical documentation on-demand based on your coding context and intent.

Moai Just-In-Time (JIT) Documentation is a sophisticated workflow skill that eliminates context switching by automatically retrieving the information you need precisely when you need it. By analyzing user intent, technology keywords, and domain requirements, the system pulls documentation from local project files, official framework sources, and real-time web research. It features intelligent caching and relevance ranking to ensure that the most authoritative and up-to-date guidance is always at your fingertips during complex implementation or troubleshooting tasks.

Key Features

01Authority-based ranking to prioritize official and recent sources

0216 GitHub stars

03Automatic discovery of framework-specific best practices

04Intelligent intent detection for technology-specific documentation

05Multi-source retrieval from local files, official docs, and web searches

06Context-aware caching to reduce latency and maintain relevance

Use Cases

01Implementing new security protocols or authentication flows with real-time library references

02Troubleshooting complex framework errors by fetching the latest community solutions

03Onboarding to new technologies by automatically loading getting-started guides and migration docs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add modu-ai/cc-plugins moai-workflow-jit-docs

For use in Claude.ai and ChatGPT

Download Skill