72 lines
2.7 KiB
Markdown
72 lines
2.7 KiB
Markdown
# Infinite Agentic Loop POC
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> **Watch the Tutorial**: [Infinite Agentic Loop with Claude Code](https://youtu.be/9ipM_vDwflI)
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An experimental project demonstrating Infinite Agentic Loop in a two prompt system using Claude Code.
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<img src="images/infinite-claude-img.png" alt="Infinite Agentic Loop" style="max-width: 800px; width: 100%;">
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## Overview
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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.
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## Usage
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Read `.claude/settings.json` to see the permissions and commands allowed.
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Start Claude Code: `claude`
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Type slash command `/project:infinite` to start the infinite agentic loop.
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The infinite command takes three arguments:
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```
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/project:infinite <spec_file> <output_dir> <count>
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```
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### 4 Command Variants
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#### 1. Single Generation
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```bash
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/project:infinite specs/invent_new_ui_v3.md src 1
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```
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Generate one new iteration using the UI specification.
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#### 2. Small Batch (5 iterations)
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```bash
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/project:infinite specs/invent_new_ui_v3.md src_new 5
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```
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Deploy 5 parallel agents to generate 5 unique iterations simultaneously.
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#### 3. Large Batch (20 iterations)
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```bash
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/project:infinite specs/invent_new_ui_v3.md src_new 20
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```
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Generate 20 iterations in coordinated batches of 5 agents for optimal resource management.
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#### 4. Infinite Mode
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```bash
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/project:infinite specs/invent_new_ui_v3.md infinite_src_new/ infinite
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```
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Continuous generation in waves until context limits are reached, with progressive sophistication.
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## How It Works
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1. **Specification Analysis**: Reads and understands the spec file requirements
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2. **Directory Reconnaissance**: Analyzes existing iterations to determine starting point
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3. **Parallel Coordination**: Deploys Sub Agents with unique creative directions
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4. **Quality Assurance**: Ensures each iteration is unique and spec-compliant
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5. **Wave Management**: For infinite mode, manages successive waves of agents
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## Directions you can take to enhance this pattern
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- Apply this to a use case of your choice.
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- Build an MCP Server that enables reuse of the infinite agentic loop.
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- Get the `.claude/commands/infinite.md` into your `~/.claude/commands/` directory for global use.
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- Update `.claude/commands/infinite.md` to generate sets of files instead of a single file.
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## Master AI Coding
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Learn to code with AI with foundational [Principles of AI Coding](https://agenticengineer.com/principled-ai-coding?y=infageloop)
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Follow the [IndyDevDan youtube channel](https://www.youtube.com/@indydevdan) for more AI coding tips and tricks.
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Use the best Agentic Coding tool: [Claude Code](https://docs.anthropic.com/en/docs/claude-code/overview) |