https://github.com/al3rez/ooda-subagents
OODA Loop AI Agents - Observe, Orient, Decide, Act framework for systematic problem-solving. Built by AstroMVP to help startups ship AI products fast 🚀
https://github.com/al3rez/ooda-subagents
Last synced: 4 months ago
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OODA Loop AI Agents - Observe, Orient, Decide, Act framework for systematic problem-solving. Built by AstroMVP to help startups ship AI products fast 🚀
- Host: GitHub
- URL: https://github.com/al3rez/ooda-subagents
- Owner: al3rez
- Created: 2025-07-25T13:02:41.000Z (10 months ago)
- Default Branch: master
- Last Pushed: 2025-07-25T17:50:59.000Z (10 months ago)
- Last Synced: 2025-10-07T21:41:31.693Z (8 months ago)
- Size: 256 KB
- Stars: 156
- Watchers: 1
- Forks: 22
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# OODA Subagents 🚀
AI agents that think like military strategists.
## Quick Install
```bash
# Option 1: Git submodule
git submodule add https://github.com/al3rez/ooda-subagents.git .claude
# Option 2: Copy agents
git clone https://github.com/al3rez/ooda-subagents.git
cp -r ooda-subagents/agents /.claude/
```
## What's OODA?
**Observe → Orient → Decide → Act**. A decision-making loop that turns chaos into clarity.
```
┌─────────────┐
│ OBSERVE │ ← Gather info
└──────┬──────┘
▼
┌─────────────┐
│ ORIENT │ ← Analyze patterns
└──────┬──────┘
▼
┌─────────────┐
│ DECIDE │ ← Pick best path
└──────┬──────┘
▼
┌─────────────┐
│ ACT │ ← Execute
└─────────────┘
```
## The Agents
### 🔍 Observe
Gathers info: reads files, searches code, finds patterns.
### 🧭 Orient
Makes sense of data: spots connections, analyzes context.
### 🎯 Decide
Weighs options: evaluates trade-offs, recommends solutions.
### ⚡ Act
Executes: writes code, runs tests, ships features.
## Example
Debugging an auth issue:
1. **Observe**: Scans error logs and recent commits
2. **Orient**: Identifies race condition pattern
3. **Decide**: Recommends mutex locking strategy
4. **Act**: Implements fix and verifies
## Why OODA?
- Systematic problem-solving
- Faster delivery through structured thinking
- Nothing falls through cracks
---
## Built by [AstroMVP](https://astromvp.com) 🌟
We help early-stage startups build AI-first products that ship fast. OODA agents are how we deliver speed AND quality.
**What we do:**
- Build AI products that ship (not demos)
- Set up scalable dev processes
- Turn vision into working code
Got an AI product idea? Let's build → [astromvp.com](https://astromvp.com)