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 🧠
1---2name: aetherlang-v3-ai-workflow-orchestration-skill3description: ⚠️ 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.4---5
6# AetherLang Ω V3 — AI Workflow Orchestration Skill
7
8> 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.
9
10**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 (info@neurodoc.app)
13**License**: MIT
14
15## Privacy & Data Handling
16
17⚠️ **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.
18
19- **What is sent**: Flow DSL code and natural language queries only
20- **What is NOT sent**: No credentials, API keys, personal files, or system data
21- **Data retention**: Queries are processed in real-time and not stored permanently
22- **Hosting**: Hetzner EU servers (GDPR compliant)
23- **No credentials required**: This skill uses the free tier (100 req/hour). No API keys needed.
24
25Users should avoid including sensitive personal information, passwords, or confidential data in queries.
26
27## Overview
28
29AetherLang 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.
30
31All 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).
32
33## V3 Engines — State-of-the-Art
34
35| 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 |
46
47## API Endpoint
48```
49POST https://api.neurodoc.app/aetherlang/execute
50Content-Type: application/json
51```
52
53### Request Format
54```json
55{
56 "code": "<aetherlang_flow>",
57 "query": "<user_input>"
58}
59```
60
61### Building Flows
62```
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```
70
71### Example Flows
72
73#### Chef Omega V3 — Full Restaurant Consulting
74```
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.
83
84#### APEX Strategy V3 — Nobel-Level Business Analysis
85```
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.
97
98#### Multi-Engine Pipeline
99```
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```
111
112## Security Architecture
113
114Security middleware source code: [middleware/security.py](https://github.com/contrario/aetherlang/blob/main/aetherlang/middleware/security.py)
115
116### Input Validation (Server-Side)
117- **Field whitelist**: Only `code`, `query`, `language` fields accepted
118- **Length enforcement**: Query max 5000 chars, Code max 10000 chars, Body max 50KB
119- **Type validation**: All fields type-checked before processing
120
121### Injection Prevention
122Blocks: code execution (`eval`, `exec`), SQL injection, XSS, template injection, OS commands, prompt manipulation.
123
124### Rate Limiting
125- **Free tier**: 100 req/hour, 10 req/10s burst (no credentials needed)
126
127### Safety Guards
128- **GUARD node**: STRICT/MODERATE/PERMISSIVE content filtering
129- **Gandalf Veto**: AI safety review on Assembly outputs
130- **Audit logging**: All blocked requests logged
131
132## Response Structure
133```json
134{
135 "status": "success",
136 "flow_name": "Chef",
137 "result": {
138 "outputs": { ... },
139 "final_output": "Full structured response text",
140 "duration_seconds": 58.9
141 }
142}
143```
144
145## Error Responses
146
147| Code | Meaning |
148|------|---------|
149| 400 | Invalid input or injection detected |
150| 413 | Request too large |
151| 429 | Rate limit exceeded |
152| 500 | Server error |
153
154## Languages
155
156- **English** (default)
157- **Greek** (Ελληνικά) — V3 outputs in proper Greek with markdown formatting
158
159## Technology
160
161- **Backend**: FastAPI + Python 3.12 ([source](https://github.com/contrario/aetherlang))
162- **AI Models**: GPT-4o via OpenAI
163- **Parser**: 39 node types with validation
164- **Hosting**: Hetzner EU (GDPR compliant)
165- **Version**: 3.0.0 Omega
166
167---
168*Built by NeuroAether — From Kitchen to Code* 🧠