thread-analysis

majiayu000's avatarfrom majiayu000

Analyze Twitter/X threads to extract insights from viral and educational content. Use when the user mentions Twitter, X, thread, tweets, viral thread, or provides a twitter.com or x.com URL.

⭐0stars🔀0forks📁View on GitHub🕐Updated Jan 5, 2026
[Summarization]

When & Why to Use This Skill

This Claude skill automates the extraction of insights from Twitter/X threads, converting conversational social media content into structured, professional reports. It streamlines the process of capturing viral knowledge and educational content, providing concise summaries and key takeaways while automatically archiving them into a local knowledge base for long-term reference.

Use Cases

  • Educational Synthesis: Quickly distill complex educational threads from industry experts into organized summaries and actionable key points.
  • Trend Analysis: Monitor and analyze viral social media discussions to identify emerging market trends, public sentiment, and thought-leadership insights.
  • Knowledge Archiving: Automatically save and log insights from X/Twitter into a structured local repository with metadata, making social media knowledge searchable and permanent.
  • Content Repurposing: Transform high-performing social media threads into structured drafts for internal briefings, newsletters, or research documents.
namethread-analysis
descriptionAnalyze Twitter/X threads to extract insights from viral and educational content. Use when the user mentions Twitter, X, thread, tweets, viral thread, or provides a twitter.com or x.com URL.

Twitter/X Thread Analysis

Analyze Twitter/X threads to generate structured reports with summaries, key points, and insights from conversational content.

When to Use

Activate this skill when the user:

  • Mentions "Twitter", "X", "thread", "tweets", "tweet thread"
  • Provides a twitter.com or x.com URL
  • Asks to summarize a viral thread
  • Wants to analyze a thread they copied
  • References a thought-leader's thread

Instructions

  1. Get the thread content:
    • If URL: Fetch using WebFetch (try nitter mirror if needed)
    • If text: Use directly
    • Ask for URL or content if not provided
  2. If fetch fails:
    • Inform user: "Could not fetch thread content"
    • Suggest copying thread text manually
    • Stop here
  3. Read the analysis prompt from prompts/thread.md
  4. Extract thread metadata:
    • Author handle and name
    • Thread topic/title
    • Number of tweets
  5. Generate analysis following the prompt structure exactly
  6. Create output directory reports/threads/ if needed
  7. Save the report to reports/threads/YYYY-MM-DD_sanitized-title.md
  8. Update the activity log at logs/YYYY-MM-DD.md:
    • Add entry under "## Threads Read" section
    • Format: - [Title](../reports/threads/filename.md) - HH:MM
  9. Confirm to user what was saved and where

Report Format

# [Thread Topic/Title]

**Source**: [URL or "Manual Input"]
**Author**: [@handle]
**Date**: YYYY-MM-DD
**Type**: Twitter/X Thread

---

[Analysis content following prompts/thread.md structure]

---

## My Notes

[Empty space for user notes]

Error Handling

  • If URL invalid: Ask for correct URL or suggest copy
  • If thread too short: Analyze but note limited content
  • If prompts/thread.md missing: Use prompts/default.md

Related

  • Slash command: /thread <url-or-content>
  • Prompt file: prompts/thread.md
  • Output: reports/threads/