5.3k★by guoqiao
hn-extract – OpenClaw Skill
hn-extract is an OpenClaw Skills integration for writing workflows. Extract a HackerNews post (article + comments) into single clean Markdown for quick reading or LLM input.
Skill Snapshot
| name | hn-extract |
| description | Extract a HackerNews post (article + comments) into single clean Markdown for quick reading or LLM input. OpenClaw Skills integration. |
| owner | guoqiao |
| repository | guoqiao/hn-extract |
| language | Markdown |
| license | MIT |
| topics | |
| security | L1 |
| install | openclaw add @guoqiao/hn-extract |
| last updated | Feb 7, 2026 |
Maintainer

name: hn-extract description: Extract a HackerNews post (article + comments) into single clean Markdown for quick reading or LLM input. metadata: {"openclaw":{"always":true,"emoji":"🦞","homepage":"https://github.com/guoqiao/skills/blob/main/hn-extract/hn-extract/SKILL.md","os":["darwin","linux","win32"],"tags":["hn","hackernews","comments","extract","markdown","python","uv","scraper","rss","reader","summarize"],"requires":{"bins":["uv"]}}}
HackerNews Extract
Extract a HackerNews post (article + comments) into single clean Markdown for quick reading or LLM input.
see Examples
What it does
- Accepts an HackerNews id, url, or a saved Algolia JSON file.
- Scrapes the linked article content with
trafilatura, cleans HTML, and formats it. - Fetches the story metadata and comment tree from
https://hn.algolia.com/api/v1/items/<id>. - Outputs a readable combined markdown file with original article, threaded comments, and key metadata.
Requirements
uvinstalled and in PATH.
Install
No install beyond having uv.
Dependencies will be installed automatically by uv into to a dedicated venv when run this script.
Usage Workflow (Mandatory for Agents)
When an agent is asked to extract a HackerNews post:
- Run the script with an output path:
uv run --script ${baseDir}/hn-extract.py <input> -o /tmp/hn-<id>.md. - Send ONE combined message: Upload the file and ask the question in the same tool call. Use the
messagetool (action=send,filePath="/tmp/hn-<id>.md",message="Extraction complete. Do you want me to summarize it?"). - Do not output the full text or a summary directly in the chat unless specifically requested.
Usage
# run as uv script
uv run --script ${baseDir}/hn-extract.py <hn-id|hn-url|path/to/item.json> [-o path/to/output.md]
# Examples
uv run --script ${baseDir}/hn-extract.py 46861313 -o /tmp/output.md
uv run --script ${baseDir}/hn-extract.py "https://news.ycombinator.com/item?id=46861313"
uv run --script ${baseDir}/hn-extract.py data/item.json
- Omit
-oto print to stdout. - Directories for
-oare created automatically.
Notes
- Retries are enabled for HTTP fetches.
- Comments are indented by thread depth.
- Article fetch uses
trafilatura.fetch_urlwith liberal SSL handling to make it more usable. - Sites requires authentication or blocks scraping may still fail.
No README available.
Permissions & Security
Security level L1: Low-risk skills with minimal permissions. Review inputs and outputs before running in production.
Requirements
- `uv` installed and in PATH.
FAQ
How do I install hn-extract?
Run openclaw add @guoqiao/hn-extract in your terminal. This installs hn-extract into your OpenClaw Skills catalog.
Does this skill run locally or in the cloud?
OpenClaw Skills execute locally by default. Review the SKILL.md and permissions before running any skill.
Where can I verify the source code?
The source repository is available at https://github.com/openclaw/skills/tree/main/skills/guoqiao/hn-extract. Review commits and README documentation before installing.
