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MasterSwarm AI Document Analysis
by
Hlias Staurou
· GitHub ↗
· v1.1.2
538
Downloads
2
Stars
1
Active Installs
4
Versions
Install in OpenClaw
/install 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 questio...
Usage Guidance
This skill behaves like a straightforward API connector and only needs a single API key, but it sends your text/documents to an external service. Before installing: (1) verify the operator and domain mapping (masterswarm.net vs api.neurodoc.app) and confirm the privacy policy and retention promises; (2) avoid sending highly sensitive data (full IDs, passwords, private keys) until you trust the service; (3) test with non-sensitive samples; (4) store the API key securely and be prepared to revoke it if you detect misuse; (5) check billing/credit semantics so you understand cost per call and rate limits. The skill is coherent, but because it transmits data off-device, treat it as exposing that data to a third party and proceed accordingly.
Capability Analysis
Type: OpenClaw Skill
Name: masterswarm
Version: 1.1.2
The masterswarm skill is a legitimate API connector designed to interface with the MasterSwarm cloud service for multi-engine AI document analysis. It requires a user-provided API key (MASTERSWARM_API_KEY) and sends data to a documented external endpoint (api.neurodoc.app), which is consistent with its stated purpose. No evidence of malicious intent, data exfiltration of sensitive local files, or unauthorized execution was found in SKILL.md or the metadata.
Capability Assessment
Purpose & Capability
Name/description, declared env var (MASTERSWARM_API_KEY), and the SKILL.md all describe an API connector to a cloud service. The required credential is proportional to the stated functionality (calling an external analysis API).
Instruction Scope
Runtime instructions are limited to constructing and sending POST requests to https://api.neurodoc.app/aetherlang/execute with the API key and user-provided text; they do not instruct reading local files or other environment variables. However, the skill explicitly encourages uploading sensitive documents (receipts, lab results, contracts) to a third-party endpoint and makes privacy/retention claims that cannot be verified from the skill itself. Also note the API host (api.neurodoc.app) differs from the public site (masterswarm.net) though the SKILL.md asserts they are the same operator.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing is written to disk by the skill itself. This is the lowest-risk install model.
Credentials
Only one environment variable is declared (MASTERSWARM_API_KEY) which is appropriate for an API connector. No unrelated secrets, system paths, or other credentials are requested.
Persistence & Privilege
Skill is not marked always:true, does not request persistent local modifications, and does not claim to modify other skills or global agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install masterswarm - After installation, invoke the skill by name or use
/masterswarm - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.2
v1.1.2: Fixed _meta.json author (contrario) and version consistency
v1.1.1
v1.1.1: Declared MASTERSWARM_API_KEY in frontmatter requirements, added operator_note clarifying api.neurodoc.app = masterswarm.net same operator
v1.1.0
**Changelog for masterswarm v1.1.0**
- SKILL.md fully rewritten and streamlined for clarity; redundant sections removed.
- Setup and API key instructions simplified, with updated endpoints and credential guidance.
- Engine list reorganized into a concise table with use cases.
- Usage examples refactored for easier copy-paste and understanding.
- Updated privacy, security, and data retention details.
- Links and resources revised to point to current locations.
v1.0.0
Initial release of masterswarm skill:
- Analyze any document or question using 15 parallel AI engines and 31 debating/voting agents.
- Supports uploads of receipts, contracts, lab results, invoices, and more, delivering a unified intelligence report.
- Requires a MasterSwarm API key from masterswarm.net; set credentials as described.
- Detailed engine selection guide, usage instructions, and API examples provided.
- Ensures data privacy (no retention), bilingual reports (Greek/English), and fast EU-based processing.
Metadata
Frequently Asked Questions
What is MasterSwarm AI Document Analysis?
Analyze any document with 15 parallel AI engines via the MasterSwarm cloud API. Upload receipts, contracts, lab results, or ask business/crypto/legal questio... It is an AI Agent Skill for Claude Code / OpenClaw, with 538 downloads so far.
How do I install MasterSwarm AI Document Analysis?
Run "/install masterswarm" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is MasterSwarm AI Document Analysis free?
Yes, MasterSwarm AI Document Analysis is completely free (open-source). You can download, install and use it at no cost.
Which platforms does MasterSwarm AI Document Analysis support?
MasterSwarm AI Document Analysis is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created MasterSwarm AI Document Analysis?
It is built and maintained by Hlias Staurou (@contrario); the current version is v1.1.2.
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