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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 πŸš€

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OODA Subagents πŸš€

AI agents that think like military strategists.

Quick Install

# Option 1: Git submodule
git submodule add https://github.com/drwestman/ooda-subagents.git .claude

# Option 2: Copy agents
git clone https://github.com/drwestman/ooda-subagents.git
cp -r ooda-subagents/agents <your-project>/.claude/

What's OODA?

Observe β†’ Orient β†’ Decide β†’ Act. A decision-making loop that turns chaos into clarity.

OODA Loop in Action

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   OBSERVE   β”‚ ← Gather info
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”˜
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   ORIENT    β”‚ ← Analyze patterns
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”˜
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   DECIDE    β”‚ ← Pick best path
β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”˜
       β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚     ACT     β”‚ ← Execute
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

The Agents

πŸ” 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 🌟

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 β†’ astromvp.com

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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 πŸš€

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