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---
title: AidenXu-1/agent-team-skill
category: daily-digests/2026-07-11
tech_stack:
- Python
- YAML
- JSON
- Shell Scripting
- Markdown
quality_score: 8
rag_relevance: 7
tags:
- multi-agent collaboration
- task management
- departmental teams
- session handoff
- audit trails
source: https://github.com/AidenXu-1/agent-team-skill
discovered_at: '2026-07-11T20:09:44Z'
evaluated_by: mistral-small-latest
---
## Summary
A lightweight collaboration protocol for multi-agent and multi-session projects that organizes AI agents into departmental teams with structured task management, handoffs, and audit trails. It ensures seamless session transitions and long-term task state persistence via project files.
## Key Features
- Centralized task state management via immutable `tasks/TASK-*.json` files
- Department-based team organization with clear role boundaries and handoff protocols
- Modular scripts for task, session, and fact logging with strict consistency checks
- Explicit user authorization required for session transitions and task execution
- Lightweight protocol designed for Codex Skills integration with minimal runtime dependencies
## Why It Matters for RAG Builders
It provides a structured framework for organizing multi-agent workflows into departmental teams with clear handoffs and audit trails, reducing context loss and improving collaboration reliability in AI-driven projects.
## Tech Stack Deep Dive
### Python
Automated review identified **Python** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.
### YAML
Automated review identified **YAML** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.
### JSON
Automated review identified **JSON** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.
### Shell Scripting
Automated review identified **Shell Scripting** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.
### Markdown
Automated review identified **Markdown** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.
## Installation
```bash
# Install instruction (default)
pip install -r requirements.txt
```
## Related Vault Entries
<!-- Auto-populated by build-index.js based on tech_stack overlap -->
