Agent Forge: Open Source Tool Scaffolds Multi-Agent Pipelines for Claude Code

What Agent Forge Does

Agent Forge is an open source Claude Code skill that generates complete multi-agent pipeline scaffolding from a use case description. The tool was created after analyzing existing multi-agent systems and identifying a common pattern: prompt files for each agent, shell scripts for orchestration, and filesystem-based communication via JSON files.

Key Features and Output

When you describe what you want to automate, Agent Forge asks a few questions and generates:

• CLAUDE.md - shared context that every agent reads automatically
• Prompt files for each agent with role, inputs, outputs, and error handling
• Orchestrator script with sequential and parallel execution support
• Data flow directories for inter-agent communication
• GitHub Actions config for scheduled runs
• README with architecture diagram

The generated pipeline runs with bash scripts/run-pipeline.sh. The tool works for content pipelines, code review automation, research workflows, data processing, competitive intelligence, and other use cases.

Installation and Usage

Install for personal use across all projects:

git clone https://github.com/luckybajaj22031996/agent-forge.git ~/.claude/skills/agent-forge

Or upload the ZIP file in Claude.ai Settings > Customize > Skills.

To use it, simply say "I want to build a multi-agent pipeline that does X" and the skill kicks in.

Project Details

The tool is MIT licensed and available on GitHub at https://github.com/luckybajaj22031996/agent-forge. The creator welcomes feedback and pull requests.