Squads CLI：AI 代理的 Looker 工具

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CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your autonomous agents.

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squads-cli

Organize, run, and track autonomous AI agents. Built for Claude Code.

Why squads-cli?

AI agents are powerful individually. But real work requires coordination.

No complex infrastructure. Just markdown files and a CLI.

Installation

Quick Start

Expected output after squads init:

Features

Dashboard

View comprehensive metrics across all squads:

CEO Mode provides an executive summary:

Memory Search

Session Detection

Real-time detection of running AI coding assistants:

Supports multiple tools:

Stack Management

Local Docker infrastructure for telemetry and memory:

Valid services for squads stack logs:

Auto-Update

Core Concepts

Squads = Domain-Aligned Teams

Agents = Markdown Prompts

Memory = Cross-Session State

Memory files are stored at .agents/memory/<squad>/<agent>/<type>.md:

Goals with Metrics

Goals can include optional metric annotations for tracking KPIs:

Learning Extraction

Extract learnings from recent conversations and store in Engram:

Commands

Initialization

Status & Dashboard

Running Agents

Memory Management

Goal Tracking

Feedback Loop

Session Management

Progress Tracking

Results & KPIs

Workers

Issues Management

Stack Management

Smart Triggers

Triggers execute agents based on conditions in PostgreSQL:

Trigger definition in SQUAD.md:

List & Discovery

Authentication (Pro & Enterprise)

Updates

Command Reference

Claude Code Integration

Option 1: Session Hook (Recommended)

Add to .claude/settings.json:

Now every Claude Code session starts with squad context.

Option 2: CLAUDE.md Instructions

Project Structure

Development

Testing

Scripts

Related

License

MIT

Built by Agents Squads — AI systems you can learn, understand, and trust.

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CLI for managing AI agent squads. Status, memory, goals, feedback, and dashboard for your autonomous agents.

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