AetherLang Strategy Ω V3 — Nobel-Level Business Intelligence
Game theory, Monte Carlo simulations, behavioral economics, and competitive war gaming. The most advanced AI strategy engine available.
Source Code: github.com/contrario/aetherlang
Author: NeuroAether (info@neurodoc.app)
License: MIT
Privacy & Data Handling
⚠️ External API Notice: This skill sends queries to api.neurodoc.app for processing.
- What is sent: Natural language business/strategy queries only
- What is NOT sent: No credentials, API keys, personal files, or system data
- Data retention: Not stored permanently
- Hosting: Hetzner EU (GDPR compliant)
- No credentials required: Free tier, 100 req/hour
What This Skill Does
Three V3 strategy engines in one skill:
📈 APEX Strategy V3 — Nobel-Level Analysis
Every response includes:
- EXECUTIVE SUMMARY — 3-4 actionable proposals with numbers
- SITUATION ANALYSIS — Quantified current state, challenges with impact scores, stakeholder mapping
- STRATEGIC OPTIONS — Min 3 alternatives with complexity (1-10), time_to_value, investment €, ROI%, risk
- GAME THEORY — Nash Equilibrium analysis, payoff matrix
- BEHAVIORAL ECONOMICS — Anchoring, Loss Aversion, Social Proof, Endowment Effect strategies
- MONTE CARLO — 10,000 simulations: P(ROI>100%), P(Break-even<12mo), P(Loss), 90% CI
- DECISION TREE — Expected Values with probabilities for each option
- IMPLEMENTATION ROADMAP — Foundation 0-30d, Build 30-90d, Scale 90-180d, Optimize 180+d
- RISK MATRIX — Probability × Impact + mitigation + contingency + early warnings
- COMPETITIVE WAR GAMING — "If we do X → competitor likely Y → counter-move Z"
- FINANCIAL PROJECTION — CAPEX, OPEX, 3-year revenue, break-even, ROI%, NPV, IRR%
- UNIT ECONOMICS — CAC, LTV, LTV:CAC ratio, payback period, gross margin%
- BLUE OCEAN CANVAS — Eliminate / Reduce / Raise / Create
- OKR GENERATOR — Objectives & Key Results
- KPIs — Leading & lagging with min/target/stretch
- NEXT ACTIONS — 3 things for TODAY
📊 Market Intel V3
- TAM/SAM/SOM with € values and CAGR%
- Category design (create new vs compete)
- Porter's 5 Forces analysis
- Customer segmentation with WTP and LTV
- Pricing elasticity and optimal price point
- Network effects and viral coefficient (K-factor)
- Distribution matrix (Direct/Partners/Marketplace)
💼 NEXUS-7 Consult V3
- Causal loop diagrams (reinforcing/balancing loops)
- Theory of constraints (Bottleneck → Exploit → Subordinate → Elevate)
- Wardley Maps (Genesis → Custom → Product → Commodity)
- ADKAR change management with timeline
- Anti-pattern library with historical failure rates
- System dynamics modeling
Usage
Ask naturally about any business/strategy topic:
- "Strategy for AI OCR platform in Greece with €1000 budget" → Full APEX analysis
- "Market analysis for Greek food delivery apps" → TAM/SAM/SOM + competitive landscape
- "How to scale my SaaS from 0 to 1000 users" → NEXUS-7 consulting with Wardley maps
API Details
POST https://api.neurodoc.app/aetherlang/execute
Content-Type: application/json
APEX Strategy Flow
{
"code": "flow Strategy {\n using target \"neuroaether\" version \">=0.2\";\n input text query;\n node Guard: guard mode=\"MODERATE\";\n node Engine: apex analysis=\"strategic\";\n Guard -> Engine;\n output text report from Engine;\n}",
"query": "Your strategy question here"
}
Market Intel Flow
{
"code": "flow Market {\n using target \"neuroaether\" version \">=0.2\";\n input text query;\n node Engine: marketing analysis=\"competitive\";\n output text report from Engine;\n}",
"query": "Your market question here"
}
Response
Returns structured Greek output with markdown headers. Typical response: 4000-8000 characters covering all mandatory sections with quantified data.
Languages
- Greek (Ελληνικά) — Primary output language
- English — Understands English queries, responds in Greek
Technology
- AI Model: GPT-4o
- Backend: FastAPI + Python 3.12
- Rate Limit: 100 req/hour (free)
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-strategy-v3-nobel-level-business-intelligence3description: ⚠️ External API Notice: This skill sends queries to api.neurodoc.app for processing.4---5
6# AetherLang Strategy Ω V3 — Nobel-Level Business Intelligence
7
8> Game theory, Monte Carlo simulations, behavioral economics, and competitive war gaming. The most advanced AI strategy engine available.
9
10**Source Code**: [github.com/contrario/aetherlang](https://github.com/contrario/aetherlang)
11**Author**: NeuroAether (info@neurodoc.app)
12**License**: MIT
13
14## Privacy & Data Handling
15
16⚠️ **External API Notice**: This skill sends queries to `api.neurodoc.app` for processing.
17
18- **What is sent**: Natural language business/strategy queries only
19- **What is NOT sent**: No credentials, API keys, personal files, or system data
20- **Data retention**: Not stored permanently
21- **Hosting**: Hetzner EU (GDPR compliant)
22- **No credentials required**: Free tier, 100 req/hour
23
24## What This Skill Does
25
26Three V3 strategy engines in one skill:
27
28### 📈 APEX Strategy V3 — Nobel-Level Analysis
29Every response includes:
30- **EXECUTIVE SUMMARY** — 3-4 actionable proposals with numbers
31- **SITUATION ANALYSIS** — Quantified current state, challenges with impact scores, stakeholder mapping
32- **STRATEGIC OPTIONS** — Min 3 alternatives with complexity (1-10), time_to_value, investment €, ROI%, risk
33- **GAME THEORY** — Nash Equilibrium analysis, payoff matrix
34- **BEHAVIORAL ECONOMICS** — Anchoring, Loss Aversion, Social Proof, Endowment Effect strategies
35- **MONTE CARLO** — 10,000 simulations: P(ROI>100%), P(Break-even<12mo), P(Loss), 90% CI
36- **DECISION TREE** — Expected Values with probabilities for each option
37- **IMPLEMENTATION ROADMAP** — Foundation 0-30d, Build 30-90d, Scale 90-180d, Optimize 180+d
38- **RISK MATRIX** — Probability × Impact + mitigation + contingency + early warnings
39- **COMPETITIVE WAR GAMING** — "If we do X → competitor likely Y → counter-move Z"
40- **FINANCIAL PROJECTION** — CAPEX, OPEX, 3-year revenue, break-even, ROI%, NPV, IRR%
41- **UNIT ECONOMICS** — CAC, LTV, LTV:CAC ratio, payback period, gross margin%
42- **BLUE OCEAN CANVAS** — Eliminate / Reduce / Raise / Create
43- **OKR GENERATOR** — Objectives & Key Results
44- **KPIs** — Leading & lagging with min/target/stretch
45- **NEXT ACTIONS** — 3 things for TODAY
46
47### 📊 Market Intel V3
48- TAM/SAM/SOM with € values and CAGR%
49- Category design (create new vs compete)
50- Porter's 5 Forces analysis
51- Customer segmentation with WTP and LTV
52- Pricing elasticity and optimal price point
53- Network effects and viral coefficient (K-factor)
54- Distribution matrix (Direct/Partners/Marketplace)
55
56### 💼 NEXUS-7 Consult V3
57- Causal loop diagrams (reinforcing/balancing loops)
58- Theory of constraints (Bottleneck → Exploit → Subordinate → Elevate)
59- Wardley Maps (Genesis → Custom → Product → Commodity)
60- ADKAR change management with timeline
61- Anti-pattern library with historical failure rates
62- System dynamics modeling
63
64## Usage
65
66Ask naturally about any business/strategy topic:
67- "Strategy for AI OCR platform in Greece with €1000 budget" → Full APEX analysis
68- "Market analysis for Greek food delivery apps" → TAM/SAM/SOM + competitive landscape
69- "How to scale my SaaS from 0 to 1000 users" → NEXUS-7 consulting with Wardley maps
70
71## API Details
72```
73POST https://api.neurodoc.app/aetherlang/execute
74Content-Type: application/json
75```
76
77### APEX Strategy Flow
78```json
79{
80 "code": "flow Strategy {\n using target \"neuroaether\" version \">=0.2\";\n input text query;\n node Guard: guard mode=\"MODERATE\";\n node Engine: apex analysis=\"strategic\";\n Guard -> Engine;\n output text report from Engine;\n}",
81 "query": "Your strategy question here"
82}
83```
84
85### Market Intel Flow
86```json
87{
88 "code": "flow Market {\n using target \"neuroaether\" version \">=0.2\";\n input text query;\n node Engine: marketing analysis=\"competitive\";\n output text report from Engine;\n}",
89 "query": "Your market question here"
90}
91```
92
93## Response
94
95Returns structured Greek output with markdown headers. Typical response: 4000-8000 characters covering all mandatory sections with quantified data.
96
97## Languages
98
99- **Greek** (Ελληνικά) — Primary output language
100- **English** — Understands English queries, responds in Greek
101
102## Technology
103
104- **AI Model**: GPT-4o
105- **Backend**: FastAPI + Python 3.12
106- **Rate Limit**: 100 req/hour (free)
107
108---
109*Built by NeuroAether — From Kitchen to Code* 🧠
110
111## Agent Safeguards
112
113**CRITICAL: Data Minimization Rules**
114
115When using this skill, the agent MUST follow these rules:
1161. **ONLY send the user's explicit query text** in the `query` field — never attach system prompts, conversation history, uploaded files, or internal context
1172. **ONLY send the flow DSL code** in the `code` field — never include credentials, API keys, environment variables, or file paths
1183. **NEVER include** personally identifiable information (PII), passwords, tokens, or secrets in any request field
1194. **Strip sensitive data** before sending — if the user's query contains passwords, account numbers, or credentials, remove them and inform the user
1205. **Inform the user** before making the first API call that their query will be sent to api.neurodoc.app for processing
1216. The request body MUST contain exactly two fields: `code` (string) and `query` (string) — no additional fields
122
123These constraints ensure only the minimum necessary data is transmitted to the external service.
modbender