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abdullahsarumi16-stack

YT Shorts Niche Research

by abdullahsarumi16-stack · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
147
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Active Installs
1
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Install in OpenClaw
/install youtube-shorts-niche-research
Description
Find viral YouTube Shorts channels that started recently and are doing really well. Use when Abdullah asks to find shorts niches, find channels, research You...
Usage Guidance
What to consider before installing: - The skill provided no code or install steps but expects a local script at C:\Users\sarum\.openclaw\workspace\youtube-research.js and a Node/browser environment. Ask the author for the actual script and installation instructions before running anything. - The instructions require writing files (youtube-research-YYYY-MM-DD.json, HEARTBEAT.md), repeatedly running background jobs, and sending data to Telegram weekly — but no Telegram token or other credentials are declared. Do not provide any secret tokens until you verify exactly how they are used. - The SKILL.md tells the main session not to read result files and to use a subagent instead — this is unusual and could be an attempt to bypass review or auditing. Ask why this design is necessary and request to inspect the output files and the script logic. - If you consider using it: get the source code, review the script for what it scrapes/sends, confirm it respects YouTube terms of service, and ensure any scheduled/unprompted actions are under your control (or remove them). - If you do not trust the author or cannot review the script, do not run it and prefer a skill that includes its code, declares necessary binaries/credentials, and does not require hidden background scheduling.
Capability Analysis
Type: OpenClaw Skill Name: youtube-shorts-niche-research Version: 1.0.0 The skill is classified as suspicious due to instructions in SKILL.md that command the agent to perform autonomous, 'unprompted' data transmission to a third party (Abdullah via Telegram) and maintain a 'Weekly Schedule' for background execution. It relies on hardcoded absolute file paths (C:\Users\sarum\...) and mandates persistent looping until strict criteria are met, which could lead to resource exhaustion. While the stated goal is YouTube research, the inclusion of agentic persistence and external messaging instructions without explicit user triggers represents a high-risk pattern for unauthorized automated activity.
Capability Assessment
Purpose & Capability
The name/description claim simple YouTube Shorts research, but the SKILL.md requires running a local Node script at a hardcoded path (C:\Users\sarum\.openclaw\workspace\youtube-research.js), expects browser/incognito behavior, and relies on producing JSON output and Telegram delivery. The skill bundle contains no script, no install instructions, and declares no required binaries (node, browser driver) or credentials that these actions would reasonably need.
Instruction Scope
Runtime instructions tell the agent to run a long-lived background script repeatedly (polling up to N rounds, rerunning on partial results), write result files (youtube-research-YYYY-MM-DD.json), update HEARTBEAT.md, and 'send results to Abdullah on Telegram unprompted' weekly. It also mandates not reading the full JSON in the main session and to spawn a subagent to read it. These steps go beyond a simple query/lookup flow and require filesystem access, repeated execution, and external network actions.
Install Mechanism
There is no install spec and no code files included, yet the SKILL.md assumes an existing script and runtime (node) on a specific Windows path. Calling node and running background browser/incognito sessions implies additional packages (puppeteer, headless browser) not declared. The mismatch between 'no install' and the heavy runtime requirements is a red flag.
Credentials
The skill declares no required environment variables or credentials, but instructions require sending messages to Telegram (which would need a bot token) and likely need YouTube API access or browser credentials/cookies for incognito scraping. The hardcoded user path (sarum) also suggests expectation of a specific user's environment. Requesting external communications without declaring required credentials is disproportionate and opaque.
Persistence & Privilege
The SKILL.md instructs an automatic weekly run and unprompted Telegram delivery, writes HEARTBEAT.md, and demands repeated background execution until criteria are met. Although registry flags show always:false, the instructions try to establish persistent, autonomous behavior and file modifications without declaring or requesting the proper privileges or configuration — this mismatch is concerning.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install youtube-shorts-niche-research
  3. After installation, invoke the skill by name or use /youtube-shorts-niche-research
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
YouTube Shorts Niche Research Skill - Initial Release - Launches capability to find viral, new YouTube Shorts channels with tight criteria (≤60 days old, ≥15M views, ≥100K avg views/video). - Automates research and result processing using an external script and subagent for summarization. - Default research returns 3 channels; customizable per user instruction. - Delivers concise, formatted summaries with channel links and stats. - Implements weekly automated runs and result delivery.
Metadata
Slug youtube-shorts-niche-research
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is YT Shorts Niche Research?

Find viral YouTube Shorts channels that started recently and are doing really well. Use when Abdullah asks to find shorts niches, find channels, research You... It is an AI Agent Skill for Claude Code / OpenClaw, with 147 downloads so far.

How do I install YT Shorts Niche Research?

Run "/install youtube-shorts-niche-research" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is YT Shorts Niche Research free?

Yes, YT Shorts Niche Research is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does YT Shorts Niche Research support?

YT Shorts Niche Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created YT Shorts Niche Research?

It is built and maintained by abdullahsarumi16-stack (@abdullahsarumi16-stack); the current version is v1.0.0.

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