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MasterSwarm AI Document Analysis
作者
Hlias Staurou
· GitHub ↗
· v1.1.2
538
总下载
2
收藏
1
当前安装
4
版本数
在 OpenClaw 中安装
/install masterswarm
功能描述
Analyze any document with 15 parallel AI engines via the MasterSwarm cloud API. Upload receipts, contracts, lab results, or ask business/crypto/legal questio...
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install masterswarm - 安装完成后，直接呼叫该 Skill 的名称或使用
/masterswarm触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
MasterSwarm AI Document Analysis 是什么？
Analyze any document with 15 parallel AI engines via the MasterSwarm cloud API. Upload receipts, contracts, lab results, or ask business/crypto/legal questio... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 538 次。
如何安装 MasterSwarm AI Document Analysis？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install masterswarm」即可一键安装，无需额外配置。
MasterSwarm AI Document Analysis 是免费的吗？
是的，MasterSwarm AI Document Analysis 完全免费（开源免费），可自由下载、安装和使用。
MasterSwarm AI Document Analysis 支持哪些平台？
MasterSwarm AI Document Analysis 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 MasterSwarm AI Document Analysis？
由 Hlias Staurou（@contrario）开发并维护，当前版本 v1.1.2。
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