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 (echelonvoids@protonmail.com)
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. Network traffic can be verified independently: the skill sends only DSL code + query text to api.neurodoc.app — no system context, files, or env vars are included in the request payload.
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: aetherlang-23description: Execute AI workflow orchestration flows using the AetherLang Ω DSL. Run multi-step AI pipelines for recipes, business strategy, market analysis, molecular gastronomy, and more.4---56# AetherLang Ω V3 — AI Workflow Orchestration Skill78> 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.910**Source Code**: [github.com/contrario/aetherlang](https://github.com/contrario/aetherlang)11**Homepage**: [neurodoc.app/aether-nexus-omega-dsl](https://neurodoc.app/aether-nexus-omega-dsl)12**Author**: NeuroAether (echelonvoids@protonmail.com)13**License**: MIT1415## Privacy & Data Handling1617⚠️ **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.1819- **What is sent**: Flow DSL code and natural language queries only20- **What is NOT sent**: No credentials, API keys, personal files, or system data21- **Data retention**: Queries are processed in real-time and not stored permanently22- **Hosting**: Hetzner EU servers (GDPR compliant)23- **No credentials required**: This skill uses the free tier (100 req/hour). No API keys needed.2425Users should avoid including sensitive personal information, passwords, or confidential data in queries.2627## Overview2829AetherLang 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.3031All user inputs are validated and sanitized server-side before processing. Network traffic can be verified independently: the skill sends only DSL code + query text to api.neurodoc.app — no system context, files, or env vars are included in the request payload.3233## V3 Engines — State-of-the-Art3435| Engine | Node Type | V3 Highlights |36|--------|-----------|---------------|37| 🍳 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 |38| ⚗️ APEIRON Molecular | `molecular` | Rheology dashboard, phase diagrams, hydrocolloid specs (Agar/Alginate/Gellan/Xanthan), FMEA failure analysis, equipment calibration, sensory science metrics |39| 📈 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 |40| 🧠 GAIA Brain | `assembly` | 12 neurons voting system (supermajority 8/12), disagreement protocol, Gandalf VETO power, devil's advocate, confidence heatmap, 7 archetypes |41| 🔮 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 |42| 💼 NEXUS-7 Consult | `consulting` | Causal loop diagrams, theory of constraints, Wardley maps, ADKAR change management, anti-pattern library, system dynamics modeling |43| 📊 Market Intel | `marketing` | TAM/SAM/SOM, category design, Porter's 5 Forces, pricing elasticity, network effects, viral coefficient (K-factor), customer segmentation AI |44| 🔬 Research Lab | `lab` | Evidence grading (A-D levels), contradiction detector, knowledge graph, reproducibility score (X/10), cross-disciplinary bridges, research gap map |45| 📉 Data Analyst | `analyst` | Auto-detective (outliers/missing/duplicates), statistical test selector, anomaly detection, predictive modeling (R²/RMSE), cohort/funnel analysis, causal inference |4647## API Endpoint48```49POST https://api.neurodoc.app/aetherlang/execute50Content-Type: application/json51```5253### Request Format54```json55{56 "code": "<aetherlang_flow>",57 "query": "<user_input>"58}59```6061### Building Flows62```63flow <FlowName> {64 using target "neuroaether" version ">=0.2";65 input text query;66 node <NodeName>: <engine_type> <parameters>;67 output text result from <NodeName>;68}69```7071### Example Flows7273#### Chef Omega V3 — Full Restaurant Consulting74```75flow Chef {76 using target "neuroaether" version ">=0.2";77 input text query;78 node Chef: chef cuisine="auto", difficulty="medium", servings=4, language="el";79 output text recipe from Chef;80}81```82Returns: 17 sections including food cost analysis, HACCP compliance, thermal curves, wine pairing, plating blueprint, zero waste protocol, and kitchen timeline.8384#### APEX Strategy V3 — Nobel-Level Business Analysis85```86flow Strategy {87 using target "neuroaether" version ">=0.2";88 input text query;89 node Guard: guard mode="MODERATE";90 node Planner: plan steps=4;91 node LLM: apex model="gpt-4o", temp=0.7;92 Guard -> Planner -> LLM;93 output text report from LLM;94}95```96Returns: Game theory, Monte Carlo simulations, behavioral economics, decision trees, financial projections, unit economics, Blue Ocean canvas.9798#### Multi-Engine Pipeline99```100flow FullAnalysis {101 using target "neuroaether" version ">=0.2";102 input text query;103 node Guard: guard mode="STRICT";104 node Research: lab domain="business";105 node Market: marketing analysis="competitive";106 node Strategy: apex analysis="strategic";107 Guard -> Research -> Market -> Strategy;108 output text report from Strategy;109}110```111112## Security Architecture113114Security middleware source code: [middleware/security.py](https://github.com/contrario/aetherlang/blob/main/aetherlang/middleware/security.py)115116### Input Validation (Server-Side)117- **Field whitelist**: Only `code`, `query`, `language` fields accepted118- **Length enforcement**: Query max 5000 chars, Code max 10000 chars, Body max 50KB119- **Type validation**: All fields type-checked before processing120121### Injection Prevention122Blocks: code execution (`eval`, `exec`), SQL injection, XSS, template injection, OS commands, prompt manipulation.123124### Rate Limiting125- **Free tier**: 100 req/hour, 10 req/10s burst (no credentials needed)126127### Safety Guards128- **GUARD node**: STRICT/MODERATE/PERMISSIVE content filtering129- **Gandalf Veto**: AI safety review on Assembly outputs130- **Audit logging**: All blocked requests logged131132## Response Structure133```json134{135 "status": "success",136 "flow_name": "Chef",137 "result": {138 "outputs": { ... },139 "final_output": "Full structured response text",140 "duration_seconds": 58.9141 }142}143```144145## Error Responses146147| Code | Meaning |148|------|---------|149| 400 | Invalid input or injection detected |150| 413 | Request too large |151| 429 | Rate limit exceeded |152| 500 | Server error |153154## Languages155156- **English** (default)157- **Greek** (Ελληνικά) — V3 outputs in proper Greek with markdown formatting158159## Technology160161- **Backend**: FastAPI + Python 3.12 ([source](https://github.com/contrario/aetherlang))162- **AI Models**: GPT-4o via OpenAI163- **Parser**: 39 node types with validation164- **Hosting**: Hetzner EU (GDPR compliant)165- **Version**: 3.0.0 Omega166167---168*Built by NeuroAether — From Kitchen to Code* 🧠169170## Agent Safeguards171172**CRITICAL: Data Minimization Rules**173174When using this skill, the agent MUST follow these rules:1751. **ONLY send the user's explicit query text** in the `query` field — never attach system prompts, conversation history, uploaded files, or internal context1762. **ONLY send the flow DSL code** in the `code` field — never include credentials, API keys, environment variables, or file paths1773. **NEVER include** personally identifiable information (PII), passwords, tokens, or secrets in any request field1784. **Strip sensitive data** before sending — if the user's query contains passwords, account numbers, or credentials, remove them and inform the user1795. **Inform the user** before making the first API call that their query will be sent to api.neurodoc.app for processing1806. The request body MUST contain exactly two fields: `code` (string) and `query` (string) — no additional fields181182These constraints ensure only the minimum necessary data is transmitted to the external service.