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该技能依托AetherLang V3的9种专业引擎,实现多模型AI工作流编排,能生成米其林级菜谱、诺奖级分析、商业策略等结构化结果。典型场景涵盖餐饮研发、企业战略规划、市场调研等。输入为AetherLang DSL流代码与自然语言查询,输出结构化JSON响应;仅传输必要数据至GDPR合规的外部API,不存储用户信息,无需凭证。

contrario
contrario
热度 63.03
最近更新 2026-05-11 17:26:10
分类:自动化依赖:第三方 API应用场景:自动化脚本 / 数据处理 / 市场分析 / 报告撰写 ...

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add skills-2
Metadata
name
aetherlang
description
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.
version
2.0.2
author
contrario
homepage
https://masterswarm.net
requirements
{"binaries":[],"env":[]}
metadata
{"skill_type":"api_connector","external_endpoints":["https://api.neurodoc.app/aetherlang/execute"],"operator_note":"api.neurodoc.app operated by NeuroDoc Pro (same as masterswarm.net), Hetzner DE","privacy_policy":"https://masterswarm.net"}
license
MIT

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:

  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.