How does caching work with this skill?

Retrieved documentation is cached within the current session. This ensures that relevant information is immediately available for follow-up questions without needing to re-fetch the data.

Can it help with deprecated code or outdated libraries?

Yes, by utilizing real-time WebSearch with year-specific queries, the skill prioritizes the latest best practices and identifies deprecation notices from official sources.

Does it only search the internet for documentation?

No, it follows a priority order: it checks local project documentation first (.moai/docs, READMEs), then official library sources, and finally performs real-time web research if needed.

How does the JIT Docs skill know what to search for?

The skill continuously monitors your prompts for specific technology keywords, framework names (like React or FastAPI), and implementation intents to trigger relevant searches automatically.

Just-In-Time Documentation Loader

Name: Just-In-Time Documentation Loader
Author: zellycloud

byzellycloud

0•

学習とドキュメンテーション

Intelligently discovers, loads, and caches relevant technical documentation in real-time based on your project context and intent.

This skill enables Claude to function as a highly informed technical lead by automatically fetching the necessary documentation exactly when needed. By analyzing user intent, framework keywords, and domain requirements, the skill searches local project files, official documentation via WebFetch, and community resources to provide accurate implementation guidance, troubleshoot errors, and explain complex technologies without requiring manual context switching.

主な機能

01Intent-based documentation discovery and loading

02Quality-ranked results based on authority and recency

03Automated technology and framework detection

04Multi-source retrieval from local files, web, and official docs

050 GitHub stars

06Context-aware caching to minimize redundant loading

ユースケース

01Onboarding to projects with existing internal documentation

02Implementing unfamiliar APIs, libraries, or frameworks

03Troubleshooting complex errors using the latest community resources

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zellycloud/zyflow moai-workflow-jit-docs

For use in Claude.ai and ChatGPT

Download Skill