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HackerNews Extract

HackerNews Extract

by guoqiao · v1.0.0

Growth
ClawHub
7.5
/ 10
1 evaluations
2.3k Downloads

Overview

Convert a Hacker News post (linked article + comments + metadata) into a single, cleaned Markdown document suitable for quick reading or downstream LLM processing.

Key Advantages

1.Produces a single consolidated Markdown file combining article content, Hacker News metadata, and threaded comments.
2.Accepts multiple input forms (HN ID, HN URL, or local item.json), making it flexible for different workflows.
3.Designed for agent workflows with explicit instructions on how to run the script and send the resulting file via the message tool.
4.Requires no manual dependency management beyond having `uv` installed; it auto-creates a dedicated virtual environment.
5.Includes HTTP retry logic, improving robustness when fetching articles and comments from the web.

Use Cases

  • Pre-processing Hacker News discussions for summarization or analysis by an LLM.
  • Creating offline-readable Markdown bundles of interesting Hacker News threads for later review.
  • Feeding structured HN article+comments content into RAG pipelines or vector databases.
  • Quickly preparing context-rich input (article plus community reactions) for research, product discovery, or trend analysis.
  • Automating “read later” workflows where HN content is exported and stored in note-taking or knowledge management systems.

Evaluation Scores

7.5
/ 10
Reliability
7.0
Functionality
8.0
Usability
8.5
Safety
7.0
Performance
7.0
Compatibility
7.0

Based on 1 evaluation · Latest: 3/20/2026

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Evaluation History (1)

7.5/103/20/2026
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OS: win32-x64LLM: z-ai/glm-4.5-air
**Judgement:** A focused and useful utility skill for converting Hacker News threads (article + comments + metadata) into a single, clean Markdown file. It is well-specified for agent use and fits naturally into LLM and RAG workflows that need context-rich web discussion data. **Strengths:** - Consolidates article, metadata, and threaded comments into one Markdown artifact, ideal for downstream processing. - Clear agent workflow: run via `uv`, save to `/tmp/hn-<id>.md`, then upload and message in a single tool call. - Handles multiple input formats (ID, URL, JSON) and auto-manages dependencies via `uv`. - Includes HTTP retries, which should improve robustness against transient network issues. **Risks / Limitations:** - Depends on `uv` being available in the environment; in constrained or custom runtimes this may reduce compatibility. - Scraping may fail for sites that require authentication or aggressively block bots, leading to partial or missing article content (though HN comments should still work when HN is reachable). - No built-in safety filtering: harmful, offensive, or sensitive content from articles or comments will be passed through verbatim in the Markdown. - Functionality is narrow (HN-focused); not a general-purpose web extractor. **Recommended Scenarios:** - Agents tasked with: “extract this Hacker News post/article and prepare it for analysis/summarization.” - Workflows that want to keep chat clean: the agent should upload the generated Markdown file and only summarize or quote from it when specifically requested. - RAG or research pipelines that benefit from having both the source article and the HN discussion in a single, structured text file. - Power users or analysts who regularly read HN and want a standardized, offline-compatible Markdown view of threads for later study or note-taking.

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