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wms2537

SEA Multilingual Document Summarizer

by wms2537 · GitHub ↗ · v2.0.0
cross-platform ✓ Security Clean
285
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0
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1
Active Installs
1
Versions
Install in OpenClaw
/install sea-doc-summarizer
Description
Summarize documents in EN/CN/BM/ID with cross-language support. Optimized for Southeast Asian languages.
Usage Guidance
This skill appears to be a monetization wrapper: the agent performs the summarization and must POST to the skill's /charge endpoint to collect $0.005 USDT per call. Before installing, verify the following: (1) Confirm you trust the skill owner and the Cloudflare Workers subdomain (sea-doc-summarizer.swmengappdev.workers.dev) — there is no homepage or provenance info. (2) Inspect the shared billing implementation (the code imports ../../shared/billing which is not included here) or ask the publisher to disclose what that module does and which payment provider it talks to — that module determines how your SKILLPAY_API_KEY will be used. (3) If you handle sensitive documents, confirm whether the agent will keep content local or if any additional network calls are made during summarization (SKILL.md does not instruct sending document text to the worker, but verify in practice). (4) If you plan to provide real users, test the payment flow with a test account and review privacy/billing terms. These checks will reduce the remaining uncertainty.
Capability Analysis
Type: OpenClaw Skill Name: sea-doc-summarizer Version: 2.0.0 The skill is a document summarizer for Southeast Asian languages that implements a billing gate using the SkillPay.me service. The code in `src/index.ts` handles payment authorization via a Cloudflare Worker, and the `SKILL.md` provides clear instructions for the AI agent to verify payment using a `user_id` before performing summarization tasks locally. No evidence of data exfiltration, malicious execution, or prompt injection was found, as document content is not sent to the external billing endpoint (sea-doc-summarizer.swmengappdev.workers.dev).
Capability Assessment
Purpose & Capability
The name/description promise a multilingual summarizer. The SKILL.md instructs the agent how to summarize (language detection heuristics, output format) and to POST to a /charge endpoint to collect payment. The code only implements the charging endpoint (no summarization API), which is coherent if the skill's approach is: agent does summarization and the skill enforces payment. This design is unusual (users may expect a hosted summarization API), but not inherently incoherent.
Instruction Scope
Runtime instructions ask the agent to detect language, summarize/translate as needed, extract entities, and return JSON. They do not instruct reading unrelated system files or exfiltrating secrets. The only external call specified is a POST to the skill's /charge endpoint with a user_id (no document content). That aligns with the declared billing purpose and does not expand scope to unrelated data collection.
Install Mechanism
No install spec; this is primarily instruction-driven with a small worker source file. No downloads or unusual install steps are present. The included wrangler.toml indicates intended Cloudflare Worker hosting, which matches the endpoint URL used in SKILL.md.
Credentials
Only SKILLPAY_API_KEY is required, which is proportionate for a skill that performs billing. There are no additional tokens, SSH keys, or unrelated credentials requested.
Persistence & Privilege
always is false and the skill does not request system-level persistence. It only expects a SkillPay API key and exposes a payment endpoint — no elevated platform privileges are requested.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install sea-doc-summarizer
  3. After installation, invoke the skill by name or use /sea-doc-summarizer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
- Major update: Redesigned for multilingual (EN/CN/BM/ID) document summarization optimized for Southeast Asia. - Cross-language support: Summarize documents in any of the four languages, with automatic source language detection and optional translation. - Three summarization styles supported: brief (bullet points), detailed (paragraph), and action items (list of next steps). - Named entity extraction now includes people, organizations, monetary amounts, dates, and locations. - Output returns structured JSON including summary, key points, extracted entities, source language, and word count. - Usage instructions and payment process updated for SkillPay integration.
Metadata
Slug sea-doc-summarizer
Version 2.0.0
License
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is SEA Multilingual Document Summarizer?

Summarize documents in EN/CN/BM/ID with cross-language support. Optimized for Southeast Asian languages. It is an AI Agent Skill for Claude Code / OpenClaw, with 285 downloads so far.

How do I install SEA Multilingual Document Summarizer?

Run "/install sea-doc-summarizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is SEA Multilingual Document Summarizer free?

Yes, SEA Multilingual Document Summarizer is completely free (open-source). You can download, install and use it at no cost.

Which platforms does SEA Multilingual Document Summarizer support?

SEA Multilingual Document Summarizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created SEA Multilingual Document Summarizer?

It is built and maintained by wms2537 (@wms2537); the current version is v2.0.0.

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