AetherLang Ω

A powerful Domain-Specific Language for AI Workflow Orchestration 39 Node Types · 14 Example Flows · Domain-Specific AI Engines · OpenClaw Integration

Live Demo · ClawHub Skill · Documentation · Examples

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🎬 Demo

🎥 Click to watch demo

🌟 What is AetherLang?

AetherLang (Ω) is a production-ready DSL designed specifically for building, visualizing, and executing complex AI workflows. Think of it as "Airflow meets Prefect" but with a clean, declarative syntax optimized for LLM orchestration.

Instead of writing single prompts, AetherLang lets you chain specialized AI nodes into powerful pipelines:

Guard → Research → Consult → Market → APEX
  ↓         ↓          ↓         ↓        ↓
Safety   Deep dive   SWOT    TAM/SAM   Nobel-level
check    analysis    matrix   /SOM     strategy

Built in 40 days by a solo founder. No traditional programming background. Pure AI collaboration.

End-to-end AI workflow orchestration with visual debugging

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🦞 OpenClaw Integration

AetherLang is available as an OpenClaw Skill on ClawHub. Any OpenClaw user can run AetherLang flows from WhatsApp, Telegram, Discord, or any supported platform.

Install:

clawhub install aetherlang

Then from WhatsApp/Telegram:

"Make me a Greek moussaka recipe with food costing" "Analyze the European AI SaaS market for 2026" "Should I start a restaurant in Berlin? Full business analysis"

The OpenClaw agent constructs and executes AetherLang flows automatically.

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✨ Key Features

• 🎯 39 Specialized Node Types — including 11 domain-specific V2 engines
• 🍳 Chef Omega — Michelin-level recipes with food costing, HACCP, and MacYuFBI flavor balance
• 🧬 APEIRON Molecular — Scientific gastronomy with physics engines and FDA safety
• 📊 APEX Strategy — Nobel-level business analysis with ROI/NPV/IRR projections
• 🧠 GAIA Brain Assembly — 12-neuron multi-agent system for multi-perspective analysis
• 🔮 OMNI-COMPUTE Oracle — Adversarial forecasting with Nash equilibrium simulation
• 📈 McKinsey Market — Market intelligence with TAM/SAM/SOM and Porter's 5 Forces
• 🔬 Deep Research — Comprehensive analysis with confidence levels and cited sources
• 🏗️ NEXUS-7 Consult — Architectural blueprinting for system design
• 🎨 Visual Flow Designer — Real-time interactive diagrams with live execution
• 🌐 Bilingual Support — Greek & English documentation and output
• ⚡ Async Execution Engine — Built-in async/await with OpenAI integration
• 🦞 OpenClaw Skill — Run flows from WhatsApp/Telegram via OpenClaw
• 📊 Performance Profiling — Built-in profiler for bottleneck detection
• 💾 Export & Import — Export flows as JSON for sharing and version control

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🚀 Quick Start

Installation

pip install aetherlang

Or install from source:

git clone https://github.com/contrario/aetherlang.git
cd aetherlang
pip install -e .

Your First Flow

flow HelloAether {
  using target "neuroaether" version ">=0.2";

  input text query;

  node Guard: guard mode="STRICT";
  node LLM: llm model="gpt-4o-mini", temp=0.7;
  node Summarizer: summarize length="short";

  Guard -> LLM -> Summarizer;

  output text summary from Summarizer;
}

Execute it:

from aetherlang import AetherParser, AetherRuntime
import asyncio

parser = AetherParser()
with open("hello.ae") as f:
    flow = parser.parse(f.read())

runtime = AetherRuntime(openai_api_key="your-key")
result = asyncio.run(runtime.execute(flow, {"query": "What is AetherLang?"}))
print(result["outputs"]["summary"])

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🧠 V2 Domain-Specific Nodes

AetherLang V2 introduces 11 specialized AI engines, each with production-grade prompts from the NeuroAether ecosystem:

🍳 Chef Omega — Professional Recipe Engine

flow Recipe {
  using target "neuroaether" version ">=0.2";
  input text query;
  node G: guard mode="MODERATE";
  node C: chef cuisine="greek", difficulty="hard", servings=4;
  G -> C;
  output text recipe from C;
}

Generates complete recipes with exact grams, temperatures in °C, food cost %, HACCP safety points, MacYuFBI flavor balance, menu engineering categories (STAR/PLOWHORSE/PUZZLE/DOG), wine pairing, and zero-waste suggestions.

🧬 APEIRON Molecular — Scientific Gastronomy

flow Molecular {
  using target "neuroaether" version ">=0.2";
  input text query;
  node G: guard mode="MODERATE";
  node M: molecular complexity="advanced";
  G -> M;
  output text analysis from M;
}

4 engines: Molecular Architect (Physics), Chronos Fermentor (Biology), Bio-Safety Core (Toxicology), Apeiron Nexus (Synthesis).

📊 APEX — Nobel-Level Business Strategy

flow Strategy {
  using target "neuroaether" version ">=0.2";
  input text query;
  node G: guard mode="STRICT";
  node R: research depth="comprehensive";
  node A: apex mode="standard";
  G -> R -> A;
  output text strategy from A;
}

9 sections: Executive Summary, Situation Analysis, Strategic Options (min 3 with ROI), Implementation Roadmap (4 phases), Risk Matrix, Financial Projections (NPV/IRR), KPIs, and Next Immediate Actions.

🔮 Oracle — Adversarial Forecasting

flow Forecast {
  using target "neuroaether" version ">=0.2";
  input text query;
  node G: guard mode="MODERATE";
  node O: oracle timeframe="12months";
  G -> O;
  output text forecast from O;
}

🧠 GAIA Brain Assembly — Multi-Agent Panel

flow Assembly {
  using target "neuroaether" version ">=0.2";
  input text query;
  node G: guard mode="MODERATE";
  node A: assembly;
  node B: balance focus="both";
  G -> A -> B;
  output text verdict from B;
}

12 neurons: Culinary, Sensory, Nutrition, Waste, Molecular, Safety, Agrifood, Hospitality, Memory Vault, Meta-Nous, QML Optimizer, API Integrator.

🏗️ Full Consulting Pipeline

flow FullConsulting {
  using target "neuroaether" version ">=0.2";
  input text query;
  node G: guard mode="STRICT";
  node R: research depth="comprehensive";
  node C: consult domain="business", framework="SWOT";
  node M: market scope="global", timeframe="2026";
  node A: apex mode="standard";
  G -> R -> C -> M -> A;
  output text report from A;
}

Chains 5 specialized engines into a complete business intelligence pipeline.

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📚 All 39 Node Types

Core Nodes (28)

Category	Nodes
Control	guard, plan, switch, conditional, loop, parallel
AI/LLM	llm, rag, summarize, analyze, extract, transform
Data	filter, map, reduce, split, merge, join
System	cache, retry, timeout, fallback, validate, http, webhook
Utility	sleep, enrich, rate_limit, translate, classify, sentiment, compare, template, code, format, score, rank, cluster, embed, search, store, log, alert

V2 Domain Engines (11)

Node	Engine	What It Does
chef	Chef Omega	Professional recipe generation with food costing and HACCP
molecular	APEIRON	Molecular gastronomy with physics and toxicology engines
apex	APEX Logic	Nobel-level business strategy with financial projections
assembly	GAIA Brain	12-neuron multi-agent system for complex analysis
oracle	OMNI-COMPUTE	Adversarial forecasting with Nash equilibrium
consult	NEXUS-7	Architectural blueprinting and system design
market	Market Intel	McKinsey-level market analysis with Porter's 5 Forces
research	Deep Research	Comprehensive research with confidence levels
balance	MacYuFBI	Nutritional biochemistry and flavor science
vision	Vision	Culinary presentation and food styling analysis
visualizer	Visualizer	Data visualization specifications

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🎨 Visual Interface

Professional code editor with 14 example flows and real-time validation

Interactive visual debugger with Grid and Physics modes

Try it live: neurodoc.app/aether-nexus-omega-dsl

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💡 14 Built-in Examples

#	Example	Description
1	Introductory Flow	Basic Guard → Plan → LLM pipeline
2	Full Analysis	Multi-node analysis and summary
3	Data Extraction	Structured data extraction
4	Research Flow	Complex multi-stage research
5	Greek Education	Educational content in Greek
6	Enterprise Processing	Document processing pipeline
7	AI Chef Recipe	Guard → Plan → Chef → Summarize
8	Safe Chat	Simple Guard + LLM
9	Market Analysis	Research + Consult + Market
10	Molecular Lab	Chef + APEIRON molecular analysis
11	APEX Strategy	Research → APEX business strategy
12	Oracle Forecast	OMNI-COMPUTE adversarial forecasting
13	GAIA Assembly	Multi-agent panel with 12 archetypes
14	Full Consulting	Research → Consult → Market → APEX

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📊 Comparison

Feature	Airflow	Prefect	LangChain	n8n	AetherLang Ω
Custom DSL	❌	❌	❌	❌	✅
Visual Designer	✅	✅	❌	✅	✅
Live Execution	❌	✅	❌	❌	✅
AI-First Design	❌	❌	✅	❌	✅
Domain Engines	❌	❌	❌	❌	✅ (11 specialized)
OpenClaw Support	❌	❌	❌	❌	✅
Bilingual	❌	❌	❌	✅	✅
Free & Open Source	✅	Partial	✅	Partial	✅

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🎯 Use Cases

• 🍳 Culinary Intelligence — Professional recipes with food costing, HACCP, and flavor science
• 🧬 Molecular Gastronomy — Scientific cooking with physics engines and safety validation
• 📊 Business Strategy — Nobel-level analysis with ROI/NPV/IRR and risk matrices
• 📈 Market Intelligence — TAM/SAM/SOM with competitive landscape mapping
• 🔮 Forecasting — Adversarial prediction with optimality vs entropy simulation
• 🔬 Deep Research — Multi-source analysis with confidence levels
• 🤖 LLM Orchestration — Chain multiple AI models with guardrails
• 🎓 Education — Greek and English educational content
• 🏗️ System Design — Architectural blueprinting with axiomatic foundations

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🛠️ Development

git clone https://github.com/contrario/aetherlang.git
cd aetherlang
python -m venv venv
source venv/bin/activate
pip install -e .
pytest tests/

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🤝 Contributing

1. Fork the repository
2. Create a feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes
4. Push and open a Pull Request

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📄 License

MIT License — see LICENSE for details.

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🌐 Links

• Live Demo: neurodoc.app/aether-nexus-omega-dsl
• ClawHub Skill: clawhub.ai/skills/aetherlang
• GitHub: github.com/contrario/aetherlang

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Built in 40 days. From cook to AI platform builder. 🚀

Made with ❤️ by contrario

⭐ Star on GitHub · 🦞 Install on OpenClaw · 🐛 Report Bug

Demo

🎥 Click to watch demo