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MasterSwarm AI Document Analysis

通过付费密钥调用 MasterSwarm 云端服务,把用户问题或文档文本提交给战略、研究、市场、数据等专用 AI 引擎分析,返回 Markdown 格式的专业报告。需联网并自备 API 密钥,每次调用消耗额度;不含文档解析、OCR 或本地处理能力。

contrario
contrario
热度 77.91
最近更新 2026-05-11 17:27:12
分类:数据依赖:代码执行 / 第三方 API应用场景:报告撰写 / 研究 / 市场分析 / 财务

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 masterswarm
Metadata
name
masterswarm
description
Analyze any document with 15 parallel AI engines via the MasterSwarm cloud API. Upload receipts, contracts, lab results, or ask business/crypto/legal questions — get professional intelligence reports. Requires a paid MasterSwarm API key purchased from masterswarm.net.
version
1.1.2
author
contrario
homepage
https://masterswarm.net
requirements
{"binaries":[],"env":[{"name":"MASTERSWARM_API_KEY","description":"Your MasterSwarm API key from masterswarm.net","required":true}]}
metadata
{"openclaw":{"emoji":"⚡","homepage":"https://masterswarm.net"},"skill_type":"api_connector","external_endpoints":["https://api.neurodoc.app/aetherlang/execute"],"operator_note":"api.neurodoc.app and masterswarm.net are the same operator (NeuroDoc Pro, Hetzner DE)"}
license
MIT

MasterSwarm AI — 15 Engines. 31 Agents. One Verdict.

MasterSwarm is a cloud-based distributed AI orchestration API that analyzes documents and questions using 15 specialized AI engines running in parallel.

What It Does

Send any text or question to the MasterSwarm API — 15 engines analyze it simultaneously and return a professional multi-page analysis.

Available Engines

Engine ID Name Use Case
chef Chef Omega Recipes, food cost, restaurant consulting
apex APEX Strategy Business strategy, financial projections, crypto
consult NEXUS Consulting SWOT, roadmaps, systems thinking
research Research Lab Scientific analysis, medical labs, papers
market Market Intel Competitive analysis, TAM/SAM, growth plans
molecular APEIRON Lab Molecular gastronomy, food science
oracle Oracle Forecasting, predictions, scenario planning
assembly GAIA Brain Multi-perspective analysis (12 cognitive neurons)
analyst Data Analyst Statistics, anomaly detection, modeling

Setup

Required Credentials

This skill requires a MasterSwarm API key to authenticate requests. All API calls are sent to https://api.neurodoc.app.

MASTERSWARM_API_KEY=your_personal_key_here

How to Get Your API Key

  1. Visit https://masterswarm.net and purchase a plan:
    • Explorer (€9.99) — 5 reports
    • Professional (€29.99) — 20 reports
    • Enterprise (€79.99) — 60 reports
  2. After purchase, Gumroad emails you a license key
  3. Go to https://masterswarm.net/app/ → click Upgrade → paste your license key → Activate
  4. Your key is now active — use it as MASTERSWARM_API_KEY

Data Handling & Privacy

  • API Host: api.neurodoc.app (operated by NeuroDoc Pro, same entity as masterswarm.net)
  • Servers: Hetzner, Germany (EU-only)
  • Encryption: TLS 1.3 end-to-end
  • Data Retention: Zero — documents are processed in real-time and immediately discarded
  • GDPR: Compliant — privacy policy at https://masterswarm.net (footer → Privacy Policy)
  • No data is stored, logged, or used for training

How To Use

Single Engine Analysis

curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \
  -H "Content-Type: application/json" \
  -H "X-Aether-Key: MASTERSWARM_API_KEY" \
  -d '{
    "code": "flow Q {\n  using target \"neuroaether\" version \">=0.2\";\n  input text query;\n  node G: guard mode=\"STANDARD\";\n  node E: ENGINE_ID style=\"professional\";\n  G -> E;\n  output text result from E;\n}",
    "query": "USER_QUESTION_OR_DOCUMENT_TEXT"
  }'

Replace:

  • MASTERSWARM_API_KEY — your personal API key
  • ENGINE_ID — one from the table above (e.g. apex, chef, research)
  • USER_QUESTION_OR_DOCUMENT_TEXT — the user's question or extracted document text

Engine Selection Guide

User Request Engine ID
Recipe, food, restaurant, menu chef
Business strategy, startup, ROI apex
SWOT, consulting, roadmap, KPIs consult
Research, science, papers, evidence research
Market analysis, competition, pricing market
Crypto, trading, DeFi, portfolio apex
Medical labs, blood tests, health research
Legal, contracts, compliance consult
Financial analysis, P&L, ratios apex
General or multi-domain question assembly
Data, statistics, anomalies analyst
Molecular gastronomy, food science molecular
Forecasting, predictions oracle

Multi-Engine Analysis

For comprehensive reports, call multiple engines sequentially:

# Example: Run apex + consult + research on the same query
for ENGINE_ID in apex consult research; do
  curl -s --max-time 120 -X POST https://api.neurodoc.app/aetherlang/execute \
    -H "Content-Type: application/json" \
    -H "X-Aether-Key: MASTERSWARM_API_KEY" \
    -d "{
      \"code\": \"flow M {\n  using target \\\"neuroaether\\\" version \\\">=0.2\\\";\n  input text query;\n  node G: guard mode=\\\"STANDARD\\\";\n  node E: $ENGINE_ID style=\\\"professional\\\";\n  G -> E;\n  output text result from E;\n}\",
      \"query\": \"USER_QUESTION\"
    }"
done

Response Format

{
  "status": "success",
  "result": {
    "final_output": "## Full analysis report in markdown...",
    "outputs": {"E": "..."},
    "execution_log": [
      {"node": "G", "status": "OK"},
      {"node": "E", "status": "OK", "duration": 5.2}
    ]
  },
  "duration_seconds": 6.1
}

Extract result.final_output to present the report to the user.

Error responses:

  • "status": "error" — check error field for details
  • "status": "validation_error" — malformed flow code
  • HTTP 429 — rate limited, wait and retry

Important Notes

  • Timeout: Use 120-180 second timeout — multi-engine analysis needs time
  • Credits: Each API call consumes 1 credit from the user's purchased plan
  • Language: Auto-detects input language — reports match the query language
  • Rate Limit: Max 5 concurrent requests per key

Links

Resource URL
Landing Page https://masterswarm.net
Buy Credits https://masterswarm.net (Pricing section)
App Dashboard https://masterswarm.net/app/
Telegram Bot https://t.me/aetherlang_bot
AetherLang Docs https://aetherlang.net
Privacy Policy https://masterswarm.net (footer)
Support Email echelonvoids@protonmail.com