moai-foundation-context

Track token budgets and persist session state across multi-agent workflows.

Updated Jan 16, 2026
One-click install
npx skills add https://github.com/yarang/fastapi-error-code --skill moai-foundation-context-yarang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: moai-foundation-context
Source: https://github.com/yarang/fastapi-error-code/tree/main/.claude/skills/moai-foundation-context
Command: npx skills add https://github.com/yarang/fastapi-error-code --skill moai-foundation-context-yarang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a unified foundation for enterprise context management, token budget optimization, and persistent session state across multi-agent workflows, reducing context overflow and preserving critical information throughout long-running tasks.

Core Features & Use Cases

  • Intelligent token budget management with dynamic thresholds and automatic clearing recommendations.
  • Robust session persistence enabling resumable workflows across interruptions and model switches.
  • Multi-agent handoff protocols and progressive disclosure to optimize token usage and maintain coherence.

Quick Start

Initialize the foundation context, enable persistent sessions, and configure context windows to support SPEC progress tracking and ready handoffs. Example steps: create a session manager, set auto-save, and enable context preservation for critical artifacts.

Frequently Asked Questions about moai-foundation-context

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

FAQPage Schema
How do I manage context and token budgets for long-running multi-agent workflows?

You can manage context and token budgets by applying dynamic thresholds, automatic clearing recommendations, and context compression to preserve state and prevent overflow during long-running multi-agent workflows.

Can I preserve session state across Claude model switches and interruptions?

Yes, session persistence enables resumable workflows by preserving critical artifacts and context state, allowing you to resume tasks smoothly across interruptions and Claude model switches.

What is progressive disclosure for context management in Claude?

Progressive disclosure is a context management technique that optimizes token usage by incrementally revealing information, maintaining coherence, and reducing context overflow during complex multi-agent handoffs.

How do I validate multi-agent handoffs to maintain workflow coherence?

You can validate multi-agent handoffs by applying handoff protocols and context preservation strategies, ensuring that critical state and artifacts transfer correctly between agents without losing coherence.

Does this approach work for enterprise context management with high token consumption?

Yes, it is designed for enterprise context management, providing a unified foundation that optimizes token budgets and tracks consumption dynamically to handle long-running, high-token workflows.

What's the best way to initialize foundation context for persistent sessions?

The best way to initialize foundation context is to create a session manager, set auto-save, and enable context preservation for critical artifacts to support resumable workflows and ready handoffs.