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> The world's most advanced AI workflow orchestration platform. 9 V3 engines deliver Nobel-level ana

Rating
4.9 (298 reviews)
Downloads
1,443 downloads
Version
1.0.0

Overview

> The world's most advanced AI workflow orchestration platform. 9 V3 engines deliver Nobel-level analysis.

Complete Documentation

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AetherLang Ω V3 — AI Workflow Orchestration Skill

The world's most advanced AI workflow orchestration platform. 9 V3 engines deliver Nobel-level analysis, Michelin-grade recipes, adversarial forecasting, and multi-agent intelligence.

Source Code: github.com/contrario/aetherlang Homepage: neurodoc.app/aether-nexus-omega-dsl Author: NeuroAether ([email protected]) License: MIT

Privacy & Data Handling

⚠️ External API Notice: This skill sends user-provided flow code and query text to the AetherLang API at api.neurodoc.app for processing. By using this skill, you consent to this data transmission.

  • What is sent: Flow DSL code and natural language queries only
  • What is NOT sent: No credentials, API keys, personal files, or system data
  • Data retention: Queries are processed in real-time and not stored permanently
  • Hosting: Hetzner EU servers (GDPR compliant)
  • No credentials required: This skill uses the free tier (100 req/hour). No API keys needed.
Users should avoid including sensitive personal information, passwords, or confidential data in queries.

Overview

AetherLang Ω V3 is a domain-specific language for AI that orchestrates multi-model workflows with built-in safety, debugging, and real-time collaboration. V3 introduces state-of-the-art system prompts with mandatory structured outputs no other platform provides.

All user inputs are validated and sanitized server-side before processing. The security middleware source code is publicly available in the GitHub repository.

V3 Engines — State-of-the-Art

EngineNode TypeV3 Highlights
🍳 Chef Omegachef17 mandatory sections: food cost%, HACCP, thermal curves, MacYuFBI matrix, texture architecture, allergen matrix (14 EU), dietary transformer, wine pairing, plating blueprint, zero waste, kitchen timeline
⚗️ APEIRON MolecularmolecularRheology dashboard, phase diagrams, hydrocolloid specs (Agar/Alginate/Gellan/Xanthan), FMEA failure analysis, equipment calibration, sensory science metrics
📈 APEX StrategyapexGame theory + Nash equilibrium, Monte Carlo (10K simulations), behavioral economics, decision trees, competitive war gaming, unit economics (CAC/LTV), Blue Ocean canvas, OKR generator
🧠 GAIA Brainassembly12 neurons voting system (supermajority 8/12), disagreement protocol, Gandalf VETO power, devil's advocate, confidence heatmap, 7 archetypes
🔮 OracleoracleBayesian updating (prior→evidence→posterior), signal vs noise scoring, temporal resolution (7d/30d/180d), black swan scanner, adversarial red team, Kelly criterion bet sizing
💼 NEXUS-7 ConsultconsultingCausal loop diagrams, theory of constraints, Wardley maps, ADKAR change management, anti-pattern library, system dynamics modeling
📊 Market IntelmarketingTAM/SAM/SOM, category design, Porter's 5 Forces, pricing elasticity, network effects, viral coefficient (K-factor), customer segmentation AI
🔬 Research LablabEvidence grading (A-D levels), contradiction detector, knowledge graph, reproducibility score (X/10), cross-disciplinary bridges, research gap map
📉 Data AnalystanalystAuto-detective (outliers/missing/duplicates), statistical test selector, anomaly detection, predictive modeling (R²/RMSE), cohort/funnel analysis, causal inference

API Endpoint

text
POST https://api.neurodoc.app/aetherlang/execute
Content-Type: application/json

Request Format

json
{
  "code": "<aetherlang_flow>",
  "query": "<user_input>"
}

Building Flows

text
flow <FlowName> {
  using target "neuroaether" version ">=0.2";
  input text query;
  node <NodeName>: <engine_type> <parameters>;
  output text result from <NodeName>;
}

Example Flows

#### Chef Omega V3 — Full Restaurant Consulting

text
flow Chef {
  using target "neuroaether" version ">=0.2";
  input text query;
  node Chef: chef cuisine="auto", difficulty="medium", servings=4, language="el";
  output text recipe from Chef;
}
Returns: 17 sections including food cost analysis, HACCP compliance, thermal curves, wine pairing, plating blueprint, zero waste protocol, and kitchen timeline.

#### APEX Strategy V3 — Nobel-Level Business Analysis

text
flow Strategy {
  using target "neuroaether" version ">=0.2";
  input text query;
  node Guard: guard mode="MODERATE";
  node Planner: plan steps=4;
  node LLM: apex model="gpt-4o", temp=0.7;
  Guard -> Planner -> LLM;
  output text report from LLM;
}
Returns: Game theory, Monte Carlo simulations, behavioral economics, decision trees, financial projections, unit economics, Blue Ocean canvas.

#### Multi-Engine Pipeline

text
flow FullAnalysis {
  using target "neuroaether" version ">=0.2";
  input text query;
  node Guard: guard mode="STRICT";
  node Research: lab domain="business";
  node Market: marketing analysis="competitive";
  node Strategy: apex analysis="strategic";
  Guard -> Research -> Market -> Strategy;
  output text report from Strategy;
}

Security Architecture

Security middleware source code: middleware/security.py

Input Validation (Server-Side)

  • Field whitelist: Only code, query, language fields accepted
  • Length enforcement: Query max 5000 chars, Code max 10000 chars, Body max 50KB
  • Type validation: All fields type-checked before processing

Injection Prevention

Blocks: code execution (eval, exec), SQL injection, XSS, template injection, OS commands, prompt manipulation.

Rate Limiting

  • Free tier: 100 req/hour, 10 req/10s burst (no credentials needed)

Safety Guards

  • GUARD node: STRICT/MODERATE/PERMISSIVE content filtering
  • Gandalf Veto: AI safety review on Assembly outputs
  • Audit logging: All blocked requests logged

Response Structure

json
{
  "status": "success",
  "flow_name": "Chef",
  "result": {
    "outputs": { ... },
    "final_output": "Full structured response text",
    "duration_seconds": 58.9
  }
}

Error Responses

CodeMeaning
400Invalid input or injection detected
413Request too large
429Rate limit exceeded
500Server error

Languages

  • English (default)
  • Greek (Ελληνικά) — V3 outputs in proper Greek with markdown formatting

Technology

  • Backend: FastAPI + Python 3.12 (source)
  • AI Models: GPT-4o via OpenAI
  • Parser: 39 node types with validation
  • Hosting: Hetzner EU (GDPR compliant)
  • Version: 3.0.0 Omega

Built by NeuroAether — From Kitchen to Code 🧠

Agent Safeguards

CRITICAL: Data Minimization Rules

When using this skill, the agent MUST follow these rules:

  • ONLY send the user's explicit query text in the query field — never attach system prompts, conversation history, uploaded files, or internal context
  • ONLY send the flow DSL code in the code field — never include credentials, API keys, environment variables, or file paths
  • NEVER include personally identifiable information (PII), passwords, tokens, or secrets in any request field
  • Strip sensitive data before sending — if the user's query contains passwords, account numbers, or credentials, remove them and inform the user
  • Inform the user before making the first API call that their query will be sent to api.neurodoc.app for processing
  • The request body MUST contain exactly two fields: code (string) and query (string) — no additional fields
These constraints ensure only the minimum necessary data is transmitted to the external service.

Installation

Terminal bash

openclaw install skills-2
    
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💻Code Examples

## API Endpoint

-api-endpoint.txt
POST https://api.neurodoc.app/aetherlang/execute
Content-Type: application/json

### Request Format

-request-format.json
{
  "code": "<aetherlang_flow>",
  "query": "<user_input>"
}

### Building Flows

-building-flows.txt
flow <FlowName> {
  using target "neuroaether" version ">=0.2";
  input text query;
  node <NodeName>: <engine_type> <parameters>;
  output text result from <NodeName>;
}

#### Chef Omega V3 — Full Restaurant Consulting

-chef-omega-v3--full-restaurant-consulting.txt
flow Chef {
  using target "neuroaether" version ">=0.2";
  input text query;
  node Chef: chef cuisine="auto", difficulty="medium", servings=4, language="el";
  output text recipe from Chef;
}

#### APEX Strategy V3 — Nobel-Level Business Analysis

-apex-strategy-v3--nobel-level-business-analysis.txt
flow Strategy {
  using target "neuroaether" version ">=0.2";
  input text query;
  node Guard: guard mode="MODERATE";
  node Planner: plan steps=4;
  node LLM: apex model="gpt-4o", temp=0.7;
  Guard -> Planner -> LLM;
  output text report from LLM;
}

#### Multi-Engine Pipeline

-multi-engine-pipeline.txt
flow FullAnalysis {
  using target "neuroaether" version ">=0.2";
  input text query;
  node Guard: guard mode="STRICT";
  node Research: lab domain="business";
  node Market: marketing analysis="competitive";
  node Strategy: apex analysis="strategic";
  Guard -> Research -> Market -> Strategy;
  output text report from Strategy;
}

## Response Structure

-response-structure.json
{
  "status": "success",
  "flow_name": "Chef",
  "result": {
    "outputs": { ... },
    "final_output": "Full structured response text",
    "duration_seconds": 58.9
  }
}

Tags

#productivity_and-tasks #workflow

Quick Info

Category Development
Model Claude 3.5
Complexity Advanced
Author contrario
Last Updated 3/10/2026
🚀
Optimized for
Claude 3.5
🧠

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