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Infinite Agentic Loop POC

Watch the Tutorial: Infinite Agentic Loop with Claude Code

An experimental project demonstrating Infinite Agentic Loop in a two prompt system using Claude Code.

Infinite Agentic Loop

Overview

This project uses a custom Claude Code slash command (/project:infinite) to orchestrate multiple AI agents in parallel, generating evolving iterations of content based on specifications.

Usage

Read .claude/settings.json to see the permissions and commands allowed.

Start Claude Code: claude

Type slash command /project:infinite to start the infinite agentic loop.

The infinite command takes three arguments:

/project:infinite <spec_file> <output_dir> <count>

4 Command Variants

1. Single Generation

/project:infinite specs/invent_new_ui_v3.md src 1

Generate one new iteration using the UI specification.

2. Small Batch (5 iterations)

/project:infinite specs/invent_new_ui_v3.md src_new 5

Deploy 5 parallel agents to generate 5 unique iterations simultaneously.

3. Large Batch (20 iterations)

/project:infinite specs/invent_new_ui_v3.md src_new 20

Generate 20 iterations in coordinated batches of 5 agents for optimal resource management.

4. Infinite Mode

/project:infinite specs/invent_new_ui_v3.md infinite_src_new/ infinite

Continuous generation in waves until context limits are reached, with progressive sophistication.

How It Works

  1. Specification Analysis: Reads and understands the spec file requirements
  2. Directory Reconnaissance: Analyzes existing iterations to determine starting point
  3. Parallel Coordination: Deploys Sub Agents with unique creative directions
  4. Quality Assurance: Ensures each iteration is unique and spec-compliant
  5. Wave Management: For infinite mode, manages successive waves of agents

Directions you can take to enhance this pattern

  • Apply this to a use case of your choice.
  • Build an MCP Server that enables reuse of the infinite agentic loop.
  • Get the .claude/commands/infinite.md into your ~/.claude/commands/ directory for global use.
  • Update .claude/commands/infinite.md to generate sets of files instead of a single file.

Master AI Coding

Learn to code with AI with foundational Principles of AI Coding

Follow the IndyDevDan youtube channel for more AI coding tips and tricks.

Use the best Agentic Coding tool: Claude Code

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An experimental project demonstrating Infinite Agentic Loop in a two prompt system using Claude Code.

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