LEO Optima | Slash OpenClaw & Moltbot API Costs

The Optimization Core

LEO Optima isn't just a proxy; it's a multi-stage intelligence pipeline designed to maximize every token's value.

Request Deduplication

Identical concurrent requests are batched automatically. LEO processes the query once and serves the result to all callers—instantly reducing redundant API costs to zero.

Adaptive Semantic Cache

Powered by Johnson-Lindenstrauss Projection, LEO understands the *intent* of your queries. It serves cached answers even if wording changes, maintaining sub-millisecond latency.

Prompt Slimming

Our NLP engine removes "token fluff" and redundant instructions from prompts before they hit the paid API, saving up to 30% on input costs immediately without losing context.

OpenClaw Optimized

Perfect for autonomous agents. LEO prevents token-burn in recursive loops and state-checks, making your OpenClaw installation significantly more affordable.

120-Second Deployment

Deploy LEO Optima locally or in your production VPC with ease.

Terminal / Docker

# 1. Clone the core engine
git clone https://github.com/BADJAB22/leo-optima.git && cd leo-optima

# 2. Configure your secrets (OpenAI, Anthropic, etc.)
cp .env.example .env && nano .env

# 3. Ignite the stack
docker compose up --build -d

# Dashboard: http://localhost:3000 | Proxy: http://localhost:8000

Built-in Dashboard

Kadropic Analytics

Monitor your AI economy in real-time. Gain deep visibility into how every token is optimized.

Live USD Savings Tracking
Semantic Cache Hit Rates
Multi-Provider Route Intelligence
Verifiable Confidence Scores

PERFECT FOR OPENCLAW

Running OpenClaw or Moltbot?

Autonomous agents like OpenClaw (formerly Moltbot / Clawdbot) can drain your API balance in minutes through recursive loops. LEO Optima is designed to stop the bleed.

💡 Pro Tip: Let the Agent do the Work

Copy and paste this prompt into your OpenClaw / Moltbot chat:

                "Please download and install LEO Optima from github.com/BADJAB22/leo-optima and configure yourself to use it as your local API proxy to save on my token costs."
            

Developer Integration

LEO Optima is a seamless, drop-in replacement for your existing AI stack. Optimized for OpenClaw, Moltbot, and Clawdbot, and compatible with any OpenAI-compatible SDK.

Python SDK

from openai import OpenAI

# Point your client to the LEO Optima Proxy
client = OpenAI(
    api_key="ANY_PROVIDER_KEY", 
    base_url="http://localhost:8000/v1",
    default_headers={"X-API-Key": "your_leo_admin_key"}
)

# Route to any model—LEO handles the optimization magic
response = client.chat.completions.create(
    model="gpt-4o", # or "claude-3-5-sonnet", "gemini-1.5-pro"
    messages=[{"role": "user", "content": "Optimize my API costs."}]
)

Deployment Options

Enterprise Optima

Custom orchestration, dedicated on-premise high-concurrency deployments, and 24/7 technical support for mission-critical AI infrastructure.

Contact Sales Team

Coming Soon

Cloud Optima

The power of LEO Optima without the server management. Zero-config, managed scaling, and instant global deployment with one click.

Coming Q3 2026