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 (info@neurodoc.app)
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
| Engine |
Node Type |
V3 Highlights |
| 🍳 Chef Omega |
chef |
17 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 Molecular |
molecular |
Rheology dashboard, phase diagrams, hydrocolloid specs (Agar/Alginate/Gellan/Xanthan), FMEA failure analysis, equipment calibration, sensory science metrics |
| 📈 APEX Strategy |
apex |
Game theory + Nash equilibrium, Monte Carlo (10K simulations), behavioral economics, decision trees, competitive war gaming, unit economics (CAC/LTV), Blue Ocean canvas, OKR generator |
| 🧠 GAIA Brain |
assembly |
12 neurons voting system (supermajority 8/12), disagreement protocol, Gandalf VETO power, devil's advocate, confidence heatmap, 7 archetypes |
| 🔮 Oracle |
oracle |
Bayesian 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 Consult |
consulting |
Causal loop diagrams, theory of constraints, Wardley maps, ADKAR change management, anti-pattern library, system dynamics modeling |
| 📊 Market Intel |
marketing |
TAM/SAM/SOM, category design, Porter's 5 Forces, pricing elasticity, network effects, viral coefficient (K-factor), customer segmentation AI |
| 🔬 Research Lab |
lab |
Evidence grading (A-D levels), contradiction detector, knowledge graph, reproducibility score (X/10), cross-disciplinary bridges, research gap map |
| 📉 Data Analyst |
analyst |
Auto-detective (outliers/missing/duplicates), statistical test selector, anomaly detection, predictive modeling (R²/RMSE), cohort/funnel analysis, causal inference |
API Endpoint
POST https://api.neurodoc.app/aetherlang/execute
Content-Type: application/json
Request Format
{
"code": "<aetherlang_flow>",
"query": "<user_input>"
}
Building Flows
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
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
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
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
{
"status": "success",
"flow_name": "Chef",
"result": {
"outputs": { ... },
"final_output": "Full structured response text",
"duration_seconds": 58.9
}
}
Error Responses
| Code |
Meaning |
| 400 |
Invalid input or injection detected |
| 413 |
Request too large |
| 429 |
Rate limit exceeded |
| 500 |
Server 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.
1---2name: aetherlang3description: AetherLang Ω V3 — AI Workflow Orchestration Skill4---5# AetherLang Ω V3 — AI Workflow Orchestration Skill67> 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.89**Source Code**: [github.com/contrario/aetherlang](https://github.com/contrario/aetherlang)10**Homepage**: [neurodoc.app/aether-nexus-omega-dsl](https://neurodoc.app/aether-nexus-omega-dsl)11**Author**: NeuroAether (info@neurodoc.app)12**License**: MIT1314## Privacy & Data Handling1516⚠️ **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.1718- **What is sent**: Flow DSL code and natural language queries only19- **What is NOT sent**: No credentials, API keys, personal files, or system data20- **Data retention**: Queries are processed in real-time and not stored permanently21- **Hosting**: Hetzner EU servers (GDPR compliant)22- **No credentials required**: This skill uses the free tier (100 req/hour). No API keys needed.2324Users should avoid including sensitive personal information, passwords, or confidential data in queries.2526## Overview2728AetherLang 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.2930All user inputs are validated and sanitized server-side before processing. The security middleware source code is publicly available in the [GitHub repository](https://github.com/contrario/aetherlang/blob/main/aetherlang/middleware/security.py).3132## V3 Engines — State-of-the-Art3334| Engine | Node Type | V3 Highlights |35|--------|-----------|---------------|36| 🍳 Chef Omega | `chef` | 17 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 |37| ⚗️ APEIRON Molecular | `molecular` | Rheology dashboard, phase diagrams, hydrocolloid specs (Agar/Alginate/Gellan/Xanthan), FMEA failure analysis, equipment calibration, sensory science metrics |38| 📈 APEX Strategy | `apex` | Game theory + Nash equilibrium, Monte Carlo (10K simulations), behavioral economics, decision trees, competitive war gaming, unit economics (CAC/LTV), Blue Ocean canvas, OKR generator |39| 🧠 GAIA Brain | `assembly` | 12 neurons voting system (supermajority 8/12), disagreement protocol, Gandalf VETO power, devil's advocate, confidence heatmap, 7 archetypes |40| 🔮 Oracle | `oracle` | Bayesian updating (prior→evidence→posterior), signal vs noise scoring, temporal resolution (7d/30d/180d), black swan scanner, adversarial red team, Kelly criterion bet sizing |41| 💼 NEXUS-7 Consult | `consulting` | Causal loop diagrams, theory of constraints, Wardley maps, ADKAR change management, anti-pattern library, system dynamics modeling |42| 📊 Market Intel | `marketing` | TAM/SAM/SOM, category design, Porter's 5 Forces, pricing elasticity, network effects, viral coefficient (K-factor), customer segmentation AI |43| 🔬 Research Lab | `lab` | Evidence grading (A-D levels), contradiction detector, knowledge graph, reproducibility score (X/10), cross-disciplinary bridges, research gap map |44| 📉 Data Analyst | `analyst` | Auto-detective (outliers/missing/duplicates), statistical test selector, anomaly detection, predictive modeling (R²/RMSE), cohort/funnel analysis, causal inference |4546## API Endpoint47```48POST https://api.neurodoc.app/aetherlang/execute49Content-Type: application/json50```5152### Request Format53```json54{55 "code": "<aetherlang_flow>",56 "query": "<user_input>"57}58```5960### Building Flows61```62flow <FlowName> {63 using target "neuroaether" version ">=0.2";64 input text query;65 node <NodeName>: <engine_type> <parameters>;66 output text result from <NodeName>;67}68```6970### Example Flows7172#### Chef Omega V3 — Full Restaurant Consulting73```74flow Chef {75 using target "neuroaether" version ">=0.2";76 input text query;77 node Chef: chef cuisine="auto", difficulty="medium", servings=4, language="el";78 output text recipe from Chef;79}80```81Returns: 17 sections including food cost analysis, HACCP compliance, thermal curves, wine pairing, plating blueprint, zero waste protocol, and kitchen timeline.8283#### APEX Strategy V3 — Nobel-Level Business Analysis84```85flow Strategy {86 using target "neuroaether" version ">=0.2";87 input text query;88 node Guard: guard mode="MODERATE";89 node Planner: plan steps=4;90 node LLM: apex model="gpt-4o", temp=0.7;91 Guard -> Planner -> LLM;92 output text report from LLM;93}94```95Returns: Game theory, Monte Carlo simulations, behavioral economics, decision trees, financial projections, unit economics, Blue Ocean canvas.9697#### Multi-Engine Pipeline98```99flow FullAnalysis {100 using target "neuroaether" version ">=0.2";101 input text query;102 node Guard: guard mode="STRICT";103 node Research: lab domain="business";104 node Market: marketing analysis="competitive";105 node Strategy: apex analysis="strategic";106 Guard -> Research -> Market -> Strategy;107 output text report from Strategy;108}109```110111## Security Architecture112113Security middleware source code: [middleware/security.py](https://github.com/contrario/aetherlang/blob/main/aetherlang/middleware/security.py)114115### Input Validation (Server-Side)116- **Field whitelist**: Only `code`, `query`, `language` fields accepted117- **Length enforcement**: Query max 5000 chars, Code max 10000 chars, Body max 50KB118- **Type validation**: All fields type-checked before processing119120### Injection Prevention121Blocks: code execution (`eval`, `exec`), SQL injection, XSS, template injection, OS commands, prompt manipulation.122123### Rate Limiting124- **Free tier**: 100 req/hour, 10 req/10s burst (no credentials needed)125126### Safety Guards127- **GUARD node**: STRICT/MODERATE/PERMISSIVE content filtering128- **Gandalf Veto**: AI safety review on Assembly outputs129- **Audit logging**: All blocked requests logged130131## Response Structure132```json133{134 "status": "success",135 "flow_name": "Chef",136 "result": {137 "outputs": { ... },138 "final_output": "Full structured response text",139 "duration_seconds": 58.9140 }141}142```143144## Error Responses145146| Code | Meaning |147|------|---------|148| 400 | Invalid input or injection detected |149| 413 | Request too large |150| 429 | Rate limit exceeded |151| 500 | Server error |152153## Languages154155- **English** (default)156- **Greek** (Ελληνικά) — V3 outputs in proper Greek with markdown formatting157158## Technology159160- **Backend**: FastAPI + Python 3.12 ([source](https://github.com/contrario/aetherlang))161- **AI Models**: GPT-4o via OpenAI162- **Parser**: 39 node types with validation163- **Hosting**: Hetzner EU (GDPR compliant)164- **Version**: 3.0.0 Omega165166---167*Built by NeuroAether — From Kitchen to Code* 🧠168169## Agent Safeguards170171**CRITICAL: Data Minimization Rules**172173When using this skill, the agent MUST follow these rules:1741. **ONLY send the user's explicit query text** in the `query` field — never attach system prompts, conversation history, uploaded files, or internal context1752. **ONLY send the flow DSL code** in the `code` field — never include credentials, API keys, environment variables, or file paths1763. **NEVER include** personally identifiable information (PII), passwords, tokens, or secrets in any request field1774. **Strip sensitive data** before sending — if the user's query contains passwords, account numbers, or credentials, remove them and inform the user1785. **Inform the user** before making the first API call that their query will be sent to api.neurodoc.app for processing1796. The request body MUST contain exactly two fields: `code` (string) and `query` (string) — no additional fields180181These constraints ensure only the minimum necessary data is transmitted to the external service.