| name | moai-workflow-jit-docs |
| description | Enhanced Just-In-Time document loading system that discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation on demand.
|
| license | Apache-2.0 |
| compatibility | Designed for Claude Code |
| allowed-tools | Read, Grep, Glob, WebFetch, WebSearch, mcp__context7__resolve-library-id, mcp__context7__get-library-docs |
| user-invocable | false |
| metadata | {"version":"3.0.0","category":"workflow","status":"active","updated":"2026-01-08","modularized":"false","tags":"workflow, documentation, jit-loading, context-aware, caching, discovery"} |
| progressive_disclosure | {"enabled":true,"level1_tokens":100,"level2_tokens":5000} |
| triggers | {"keywords":["documentation","docs","API reference","how to","implement","best practices","technology guide","framework documentation"],"phases":["plan","run","sync"],"agents":["manager-docs","manager-spec","expert-backend","expert-frontend"]} |
Quick Reference (30 seconds)
Purpose: Load relevant documentation on-demand based on user intent and context.
Primary Tools:
- WebSearch: Find latest documentation and resources online
- WebFetch: Retrieve specific documentation pages
- Context7 MCP: Access official library documentation (when available)
- Read, Grep, Glob: Search local project documentation
Trigger Patterns:
- User asks specific technical questions
- Technology keywords detected in conversation
- Domain expertise required for task completion
- Implementation guidance needed
Implementation Guide
Intent Detection
The system recognizes documentation needs through several patterns:
Question-Based Triggers:
- When users ask specific implementation questions (e.g., "how do I implement JWT authentication?")
- When users seek best practices or optimization guidance
- When troubleshooting questions arise
Technology-Specific Triggers:
- Detection of framework names: FastAPI, React, PostgreSQL, Docker, Kubernetes
- Detection of library names: pytest, TypeScript, GraphQL, Redis
- Detection of tool names: npm, pip, cargo, maven
Domain-Specific Triggers:
- Authentication and authorization topics
- Database and data modeling discussions
- Performance optimization inquiries
- Security-related questions
Pattern-Based Triggers:
- Implementation requests: "implement", "create", "build"
- Architecture discussions: "design", "structure", "pattern"
- Troubleshooting: "debug", "fix", "error", "not working"
Documentation Sources
The system retrieves documentation from multiple sources in priority order:
Local Project Documentation (Highest Priority):
- Check .moai/docs/ for project-specific documentation
- Check .moai/specs/ for requirements and specifications
- Check README.md for project overview
- Check docs/ directory for comprehensive documentation
Official Documentation Sources:
- Use WebFetch to retrieve official framework documentation
- Use Context7 MCP tools when available for library documentation
- Access technology-specific official websites
Community Resources:
- Use WebSearch to find high-quality tutorials
- Search for Stack Overflow solutions with high vote counts
