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w2478328197-arch

Sports Science Daily

by 王琛 · GitHub ↗ · v1.0.0
cross-platform ⚠ suspicious
271
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0
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Active Installs
1
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Install in OpenClaw
/install sport-science-review
Description
Automated sports science intelligence engine — fetches 55+ sources (PubMed, expert blogs, wearable tech), filters noise, translates to Chinese, and syncs to...
Usage Guidance
Do not hand over real Feishu/Notion/Google credentials or run anything yet. The skill bundle contains only documentation (SKILL.md / SKILL_ZH.md) and no code — but its instructions assume a local Python project (main.py, src/, requirements.txt). Before installing or running: - Ask the skill owner for the repository or packaged source and verify the GitHub homepage URL actually hosts the project; review the code yourself or have someone you trust audit it. - Confirm exactly which API keys are required (Google Translate key, Notion token) and why; ensure those env vars are declared and scoped (least privilege). Never paste long-lived credentials into an unverified skill. - Inspect the exporter code (feishu.py, notion.py) to see what data they send and to which endpoints; ensure no unexpected external endpoints exist. - Be cautious about the skill reading/writing local files (processed_history.json): check for any code that might read other filesystem locations or exfiltrate unexpected data. If you cannot obtain the upstream code for review or the author cannot justify the missing/undocumented credential usage, treat this skill as untrusted and do not run it with real credentials. If you want to proceed safely, run it in an isolated environment (throwaway VM/container) with test credentials and network monitoring first.
Capability Analysis
Type: OpenClaw Skill Name: sport-science-review Version: 1.0.0 The skill bundle appears benign. The `SKILL.md` and `SKILL_ZH.md` files clearly describe an automated sports science intelligence engine that aggregates data, translates it, and syncs it to Feishu/Notion. All declared requirements (Python 3, `feedparser`, `requests`), environment variables (`FEISHU_APP_ID`, `FEISHU_APP_SECRET`, `FEISHU_RECEIVE_ID`, `NOTION_TOKEN`, `NOTION_PAGE_ID`), external APIs (PubMed, Google Translate, Feishu, Notion, RSS feeds), and local file operations (`processed_history.json`, `.md` reports) are directly aligned with the stated purpose. There is no evidence of prompt injection attempts against the agent, unauthorized data exfiltration, malicious execution patterns, or persistence mechanisms within the provided markdown files. The instructions are straightforward and execute a local Python script with declared parameters.
Capability Assessment
Purpose & Capability
The stated purpose (aggregate 55+ sources, translate, sync to Feishu/Notion) is coherent with requesting Feishu credentials. However the skill also requires Google Translate and optionally Notion credentials (referenced in the prose) but NOTION env vars and any Google Translate API key are not declared in requires.env. The metadata lists a GitHub homepage, but no project files are bundled — the instructions assume a local Python project that is not present in the skill package.
Instruction Scope
SKILL.md tells the agent/user to 'navigate to the project directory' and run python3 main.py, read/write processed_history.json, and sync to remote APIs. Because no code files are included in the skill bundle, these runtime instructions cannot be executed as-is by the agent and grant broad discretion (network calls, local file read/write). The instructions also reference external APIs (Google Translate, PubMed, various RSS feeds) and optional Notion sync that are not consistently declared.
Install Mechanism
This is an instruction-only skill with no install spec and no files that will be written or executed by the platform — that has lower install risk. The SKILL.md references pip and Python dependencies, but those are for an external project which is not bundled.
Credentials
The declared required env vars are FEISHU_APP_ID, FEISHU_APP_SECRET, FEISHU_RECEIVE_ID which match the Feishu sync purpose. However the instructions also require Google Translate access (no API key env declared) and optionally NOTION_TOKEN / NOTION_PAGE_ID (Notion is not listed as required). The skill reads/writes a local processed_history.json file (not declared under config paths). Missing declarations and undisclosed credential use are disproportionate and create ambiguity about what secrets will be used or needed.
Persistence & Privilege
The skill is not always:true and uses default invocation behavior. It does not request persistent/privileged platform settings. It mentions writing a local history file (project-local), which is normal for this functionality but should be confirmed in the upstream code.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install sport-science-review
  3. After installation, invoke the skill by name or use /sport-science-review
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the automated sports science intelligence engine. - Aggregates daily sports science updates from 55+ global sources, including PubMed, expert blogs, and leading wearable tech news. - Features multi-layer noise filtering, auto-translation (Chinese or other languages), and deduplication. - Reports are automatically synced to Feishu Cloud Document (with notification) and optionally to Notion. - Fully automated CLI experience with customizable options for content sources, language, and report period.
Metadata
Slug sport-science-review
Version 1.0.0
License
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Sports Science Daily?

Automated sports science intelligence engine — fetches 55+ sources (PubMed, expert blogs, wearable tech), filters noise, translates to Chinese, and syncs to... It is an AI Agent Skill for Claude Code / OpenClaw, with 271 downloads so far.

How do I install Sports Science Daily?

Run "/install sport-science-review" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Sports Science Daily free?

Yes, Sports Science Daily is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Sports Science Daily support?

Sports Science Daily is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Sports Science Daily?

It is built and maintained by 王琛 (@w2478328197-arch); the current version is v1.0.0.

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