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trend-x

Harvest X (Twitter) trends using For You ranking mechanics and a hook-aware scoring rubric.

3|Updated Mar 14, 2026
Search Tags:#twitter#x trends#trend harvesting#octoweb#content hooks#algorithm-aware scoring#brand safety filters
One-click install
npx skills add https://github.com/Muvon/octomind-tap --skill trend-x
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: trend-x
Source: https://github.com/Muvon/octomind-tap/tree/main/skills/trend-x
Command: npx skills add https://github.com/Muvon/octomind-tap --skill trend-x

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns X (Twitter) trend research into a repeatable, algorithm-aware harvesting workflow so you can identify what will actually resonate, not just what looks popular.

Core Features & Use Cases

  • Algorithm-verified trend harvesting: Applies X For You mechanics (predicted actions, negative scroll-past penalties, freshness gating, and media/video thresholds) to prioritize posts worth studying.
  • X-specific scoring rubric & hook intelligence: Ranks trends using engagement-to-view signals, reply/quote/share weighting, author diversity decay, and a hook taxonomy for what is currently performing.
  • Brief-ready trend outputs for downstream writing: Produces an X-focused brief suitable for follow-on content creation workflows (including DNA loop integration with octoweb memory).

Quick Start

Ask the agent to run an octoweb:trend session for X / Twitter to harvest current trends and return a scored brief with recommended hook patterns and dead-pattern warnings.

Frequently Asked Questions about trend-x

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I harvest X trends using algorithm-aware scoring?▼

You can harvest X trends using algorithm-aware scoring by applying the For You ranking mechanics, which evaluate predicted actions, negative scroll-past penalties, and media thresholds to prioritize posts worth studying.

What is hook intelligence for Twitter trend research?▼

Hook intelligence for Twitter trend research is a scoring rubric that ranks trends using engagement-to-view signals, reply/quote/share weighting, and a taxonomy to identify which content hooks are currently performing.

How do I filter X trends by engagement and freshness?▼

You filter X trends by enforcing freshness gates and minimum engagement criteria like min_faves and min_retweets, ensuring harvested results only contain trends that meet specific safety and action thresholds.

Can I generate a brief-ready output from harvested Twitter trends?▼

Yes, you can generate a brief-ready output from harvested Twitter trends that includes actionable URLs, trend clusters, recommended hook patterns, and dead-pattern warnings for downstream content creation.

Do I need signed-in access to extract trends from X For You surfaces?▼

Yes, you need signed-in access to extract trends from X For You surfaces, because the algorithm-aware harvesting requires authenticated entry to platform-specific Explore and ranking interfaces.

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