YT Shorts Niche Research

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name: youtube-shorts-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 YouTube Shorts, or find me channels. Runs the youtube-research.js script with criteria (≤60 days old, ≥15M total views) and returns qualifying channels with links. Uses a subagent (2.5-flash-lite) to process results.

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YouTube Shorts Channel Research Skill

Find viral new YouTube Shorts channels that meet strict criteria.

Criteria (hardcoded in script)

Channel age: ≤ 60 days old

Total views: ≥ 15,000,000

Average views per video: ≥ 100,000

Results needed: whatever Abdullah specifies — default to 3 if no number given

Script Location

C:\Users\sarum\.openclaw\workspace\youtube-research.js

How to Run

1. Set RESULTS_NEEDED in the script to match the number Abdullah requested (default 3) 2. Always update this value before running 3. Run the script in background:

   cd C:\Users\sarum\.openclaw\workspace; node youtube-research.js
   

4. Poll until complete — the script runs until it finds all requested results, up to 10 rounds 5. If it exits with fewer than requested, run again immediately (different incognito session = different feed) 6. Keep running until you have the total requested.

Processing Results (Token Optimization)

Mandatory: When the script completes, do not read the full JSON result file in the main session.

Use sessions_spawn with model: "google/gemini-2.5-flash-lite" and runtime: "subagent".

Task the subagent to read youtube-research-YYYY-MM-DD.json, filter for winners, and return a concise summary (handle, name, link, stats).

Use the subagent's summary to respond in the main session.

Output Format

When all requested channels are found, reply to Abdullah with:

Found your [N] channels! 🔥
1. [Channel Name] (@handle)
[URL]/shorts
[age]d old · [total views]M views · [avg views]K avg · [subs]K subs
2. [Channel Name] (@handle)
...

Rules

Always include the full YouTube link

Always run in incognito (already configured in script)

Never stop until the requested number of qualifying channels are found

Do not report partial results — wait for the batch to complete then reply

Each run uses a fresh incognito session so channels will differ

Save results to youtube-research-YYYY-MM-DD.json (script does this automatically)

Weekly Schedule

Every Wednesday, run this automatically and send results to Abdullah on Telegram unprompted. Update HEARTBEAT.md to track last run date.

Always include the full YouTube link

Always run in incognito (already configured in script)

Never stop until the requested number of qualifying channels are found

Do not report partial results — wait for the batch to complete then reply

Each run uses a fresh incognito session so channels will differ

Save results to youtube-research-YYYY-MM-DD.json (script does this automatically)