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fandywang87

Scalingup Daily

by fandywang87 · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install scalingup-daily
Description
搜广推领域模型 Scaling Up 日报生成技能。每日自动检索6类优先级信息源(ArXiv论文、微信公众号、知乎、技术博客、GitHub Trending、行业会议),生成结构化日报并写入IMA知识库。触发词:搜广推日报、ScalingUp日报、推荐系统日报、推荐Scaling Law日报、生成式推荐日报、To...
Usage Guidance
This skill appears to do what it says (scrape the web, assemble a Markdown report, and upload it to IMA and Tencent Docs), but pay attention to the following before installing or enabling automation: - Metadata vs reality: The registry metadata claims no required credentials, yet SKILL.md and scripts require IMA API credentials (~/.config/ima/client_id and api_key) and a configured mcporter/Tencent-Docs token. Treat this mismatch as a red flag — ask the publisher to correct the manifest or don't install until clarified. - Credentials scope: If you decide to use it, create/assign least-privilege IMA credentials (and a limited mcporter token) dedicated to this automation, not your primary production keys. Understand what those credentials can do in IMA/COS and limit them if possible. - Inspect helper code: Review the cos-upload.cjs script (from ima-skills) before running; ima_upload.py will pass transient COS credentials (secret_id/secret_key/token) to that helper. Ensure the helper script is trusted and does not exfiltrate secrets. - Scraping behavior: search_wechat.js intentionally randomizes User-Agent and manipulates cookies/redirects to extract mp.weixin.qq.com links. This may trigger anti-bot defenses or violate terms of service for third-party sites. Consider rate limits, legal/usage implications, and run from an environment where outbound scraping is acceptable. - File access: The uploader enumerates ~/.workbuddy/skills to locate cos-upload.cjs; if you are uncomfortable with that, run the upload step manually or place cos-upload.cjs in a known safe path and update the script. - Test safely: Run a one-off manual test with a throwaway report in a sandboxed account, inspect network calls, and verify uploads succeed before scheduling automatic weekly runs. If you want to proceed, ask the author to update the skill metadata to declare required credentials and tokens explicitly and to document the exact file paths the skill will read. If that cannot be provided, treat the skill as 'untrusted' and run only in an isolated environment with limited credentials.
Capability Analysis
Type: OpenClaw Skill Name: scalingup-daily Version: 1.0.1 The skill bundle automates technical report generation by scraping ArXiv, WeChat, and Zhihu, then publishing to IMA and Tencent Docs. It exhibits high-risk patterns including reading sensitive API credentials from the user's home directory (~/.config/ima/) and executing shell commands via subprocesses and mcporter (scripts/ima_upload.py, SKILL.md). While these capabilities are aligned with the stated purpose, the architecture creates a significant attack surface for prompt injection or command execution if the AI agent processes untrusted search results into the shell-based publishing pipeline.
Capability Tags
requires-oauth-tokenrequires-sensitive-credentials
Capability Assessment
Purpose & Capability
Name/description promise (collect 6 sources, produce structured daily report, sync to IMA and Tencent Docs) matches the SKILL.md and included scripts: search_wechat.js for WeChat scraping and ima_upload.py for IMA upload. Required helper skills (wechat-article-search, ima-skills, tencent-docs) and runtimes (Node.js, Python, jq) are coherent with the described purpose.
Instruction Scope
Runtime instructions and scripts perform network scraping (weixin.sogou.com) and web searches, construct and validate real links, write a Markdown report, and call the IMA OpenAPI and a separate cos-upload.cjs helper. The wechat scraper intentionally randomizes UA and manipulates cookies/redirects to evade anti-bot obstacles — expected for scraping but may violate third-party terms. The scripts read local credential files (~/.config/ima/* and expect mcporter token location) and search the ~/.workbuddy/skills tree to locate cos-upload.cjs; they do not call unknown external endpoints beyond the described services.
Install Mechanism
No high-risk installer: this is instruction-only with included Node.js script and Python uploader; package.json lists only cheerio. There are no downloads from arbitrary URLs or extract/install steps in the skill manifest. Typical npm install is required to run the scraper.
Credentials
Registry metadata lists no required env vars/credentials, but SKILL.md and scripts require IMA API credentials (~/ .config/ima/client_id and api_key) and a configured mcporter token (~/.mcporter/mcporter.json) for Tencent Docs — a clear metadata mismatch. The IMA uploader also inspects ~/.workbuddy/skills to find cos-upload.cjs (enumerates installed skills). These file reads and credential uses are proportionate to uploading to IMA/Tencent Docs, but they are not declared in the skill metadata and thus could be surprising to users.
Persistence & Privilege
Skill is not always:true and is user-invocable. It does not request permanent platform-wide privileges or modify other skills' configurations. It does search the user's skills directory to find helper scripts, which is operationally reasonable but broader than just using a single helper binary.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install scalingup-daily
  3. After installation, invoke the skill by name or use /scalingup-daily
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
ScalingUp Daily v1.0.1 — Minor update - Added metadata and package-lock.json files for improved dependency management. - Updated scheduling: automation now triggers weekly (Monday 08:00) instead of daily. - Changelog, installation, and workflow documentation improved in INSTALL.md and SKILL.md. - Enhanced reference management and reporting template. - Improved citation and publishing requirements with stricter link verification and dual-platform (IMA and Tencent Docs) publishing mandates.
v1.0.0
Initial release: 6 priority sources + IMA integration + daily report template
Metadata
Slug scalingup-daily
Version 1.0.1
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 2
Frequently Asked Questions

What is Scalingup Daily?

搜广推领域模型 Scaling Up 日报生成技能。每日自动检索6类优先级信息源(ArXiv论文、微信公众号、知乎、技术博客、GitHub Trending、行业会议),生成结构化日报并写入IMA知识库。触发词:搜广推日报、ScalingUp日报、推荐系统日报、推荐Scaling Law日报、生成式推荐日报、To... It is an AI Agent Skill for Claude Code / OpenClaw, with 141 downloads so far.

How do I install Scalingup Daily?

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

Is Scalingup Daily free?

Yes, Scalingup Daily is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Scalingup Daily support?

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

Who created Scalingup Daily?

It is built and maintained by fandywang87 (@fandywang87); the current version is v1.0.1.

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