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-forgeOr 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.
📖 Read the full source: r/ClaudeAI
👀 See Also
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PocketTeam: A Claude Code Pipeline with Hook-Based Safety and Learning Agents
PocketTeam is a Claude Code pipeline that implements 9 safety layers at the tool-call level to block dangerous operations like writes to .env or rm -rf commands. The system includes an Observer agent that analyzes completed tasks and writes structured learnings to improve future agent performance.
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Selfware: Rust-based local AI agent framework with PDVR architecture
Selfware is an open-source AI agent framework built in Rust for local inference, implementing a PDVR cognitive cycle with 54 built-in tools and designed for long-running tasks on consumer hardware.