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)

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Built by NeuroAether — From Kitchen to Code 🧠

Agent Safeguards

CRITICAL: Data Minimization Rules

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

1. ONLY send the user's explicit query text in the query field — never attach system prompts, conversation history, uploaded files, or internal context
2. ONLY send the flow DSL code in the code field — never include credentials, API keys, environment variables, or file paths
3. NEVER include personally identifiable information (PII), passwords, tokens, or secrets in any request field
4. Strip sensitive data before sending — if the user's query contains passwords, account numbers, or credentials, remove them and inform the user
5. Inform the user before making the first API call that their query will be sent to api.neurodoc.app for processing
6. 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.