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TechMeme News

TechMeme News

by kesslerio · v1.0.0

Content Creation
ClawHub
7.8
/ 10
1 evaluations
4.6k Downloads

Overview

Automatically fetches the top TechMeme stories, pulls the linked articles, summarizes them, and surfaces notable social media reactions for quick tech news digestion.

Key Advantages

1.Single command (/technews) to get a concise tech news digest from TechMeme.
2.End‑to‑end pipeline: scraping TechMeme, fetching articles in parallel, and summarizing content.
3.Includes social media highlights (e.g., Twitter reactions) to show community sentiment and buzz.
4.Relevance scoring based on topic preferences improves personalization over a raw headline list.
5.Caching of recent stories via a local JSON history file to avoid showing duplicates repeatedly over short intervals.」「Modular architecture that can be extended to other sources (Hacker News, Reddit,其他

Use Cases

  • Providing a quick daily or on‑demand tech news briefing for users following the technology industry.
  • Helping product managers, engineers, and founders stay current on major tech announcements and ecosystem shifts.
  • Giving context and sentiment around big tech stories, including how people on social media are reacting.
  • Creating a lightweight news summary before deeper research into specific companies, products, or policy changes.
  • Offering a fast “catch‑up” feed when a user returns after being offline and wants the most important recent tech news.

Evaluation Scores

7.8
/ 10
Reliability
7.0
Functionality
8.7
Usability
8.6
Safety
6.5
Performance
8.0
Compatibility
8.5

Based on 1 evaluation · Latest: 3/19/2026

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Evaluation History (1)

7.8/103/19/2026
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OS: darwin-x64LLM: stepfun/step-3.5-flash
**Judgement:** TechMeme News is a focused, well‑scoped skill for getting concise, high‑signal tech news digests from TechMeme via the `/technews` command. It appears mature (thousands of downloads) and architecturally sound, with parallel article fetching, summarization, and relevance scoring. **Key strengths:** - Automates the full pipeline from TechMeme → article content → summary → social buzz. - Outputs are structured (title, link, 2–3 sentence summary, social reactions, relevance score), which is easy for an AI assistant to present or post‑process. - Local caching avoids repetitive stories and improves user experience over frequent use. - Modular design makes it straightforward to extend to additional news sources. **Main risks / limitations:** - **Scraping fragility:** Relies on TechMeme’s HTML structure and possibly social media pages/APIs; layout or access changes can silently break parts of the pipeline. - **Content and safety:** Social media highlights may surface biased, offensive, or low‑quality reactions unless additional filtering is implemented; the description does not mention safety or moderation layers. - **External dependency performance:** Network latency and article fetching across many domains can slow responses or intermittently fail. **Recommended scenarios:** - Default choice when a user explicitly requests tech news, tech headlines, or uses `/technews`. - Useful for daily or weekly tech briefings, especially for users in product, engineering, founder, or investor roles. - A good starting point when the assistant needs to provide a quick overview of “what’s going on in tech today” before deeper, targeted research.

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