MasterSwarm AI Document Analysis for Openclaw

MasterSwarm is a high-performance AI orchestration skill that leverages 15 specialized engines to provide deep, multi-perspective analysis of documents and complex queries.

contrario
v1.1.2
Mar 7, 2026
2
1.4k
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install masterswarm

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install masterswarm using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).

Prefer to download?

Get the raw skill files in a ZIP archive.

What is MasterSwarm AI Document Analysis?

MasterSwarm represents a sophisticated evolution in document intelligence by utilizing a distributed AI orchestration API. As a powerful addition to the Openclaw Skills library, it allows developers and researchers to bypass the limitations of single-model analysis. By sending a single query, users trigger up to 15 specialized AI engines—ranging from financial strategists to scientific researchers—that analyze data in parallel to generate comprehensive intelligence reports.

This skill is designed for high-stakes environments where accuracy and multi-faceted insights are critical. Operating on secure infrastructure in Germany, it ensures that your data is processed with professional-grade privacy standards. Whether you are extracting insights from complex legal contracts or performing deep-dive market research, this integration within the Openclaw Skills ecosystem provides a unified gateway to elite AI expertise.

MasterSwarm AI Document Analysis Use Cases

  • Analyzing legal contracts and compliance documents for hidden risks.
  • Interpreting scientific research papers and medical lab results with specialized engines.
  • Developing business strategies, financial projections, and SWOT analyses.
  • Conducting competitive market research and growth planning for startups.
  • Evaluating cryptocurrency portfolios and DeFi market trends using specialized strategy engines.

How MasterSwarm AI Document Analysis Works

  1. The user submits document text or a specific question through the AI agent interface.
  2. The Openclaw Skills connector authenticates the request using the MasterSwarm API key.
  3. The system selects the most relevant AI engines (such as apex, research, or consult) based on the user's objective.
  4. The MasterSwarm API executes parallel analysis flows, where multiple AI nodes process the data simultaneously.
  5. The skill aggregates the specialized outputs into a cohesive, professional markdown report and returns it to the user.

MasterSwarm AI Document Analysis Setup

To integrate this skill into your workflow, follow these steps:

  1. Purchase an API plan at masterswarm.net to receive your license key.
  2. Activate your key at the MasterSwarm dashboard to generate your MASTERSWARM_API_KEY.
  3. Configure your environment variable:
export MASTERSWARM_API_KEY="your_active_api_key"
  1. Ensure your agent has outbound network access to https://api.neurodoc.app to communicate with the Openclaw Skills backend.

MasterSwarm AI Document Analysis Data Schema & Taxonomy

MasterSwarm organizes data into structured intelligence reports. The following table describes the data handling schema:

Component Description
Input Raw text or document strings passed via JSON payload
Output Markdown-formatted report containing multi-page analysis
Engine IDs Specialized identifiers (e.g., research, apex, market) for targeting specific domains
Logs Execution duration and node status for transparency
Retention Zero-knowledge processing; no data is stored or used for training

MasterSwarm AI Document Analysis Advanced Features

  • Multi-Engine Orchestration: Trigger sequential or parallel calls across different specialized engines to build a 360-degree view of any subject.
  • AetherLang Integration: Utilize custom flow code to define specific logic paths and guard modes for AI processing.
  • Assembly Logic: Access the GAIA Brain engine which employs 12 cognitive neurons for complex, multi-perspective problem solving.
  • Enterprise Privacy: Benefit from TLS 1.3 encryption and GDPR-compliant hosting on Hetzner servers in Germany, ensuring high-security data processing for all Openclaw Skills users.

SKILL.md


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