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Skill

/summarize

Fetch a URL or convert a local file (PDF/DOCX/HTML/etc.) into Markdown using `uvx markitdown`, optionally it can summarize

BOOST
From plugin
agent-stuff
3.2k18 skills1 command
Install
$ npx -y skills add mitsuhiko/agent-stuff --skill summarize --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/summarize

Context preview

The summary Claude sees to decide when to auto-load this skill.

Fetch a URL or convert a local file (PDF/DOCX/HTML/etc.) into Markdown using `uvx markitdown`, optionally it can summarize

SKILL.md

summarize.SKILL.md
name: summarize
description: "Fetch a URL or convert a local file (PDF/DOCX/HTML/etc.) into Markdown using `uvx markitdown`, optionally it can summarize"

Turn “things” (URLs, PDFs, Word docs, PowerPoints, HTML pages, text files, etc.) into **Markdown** so they can be inspected/quoted/processed like normal text.

`markitdown` can fetch URLs by itself; this skill mainly wraps it to make saving + summarizing convenient. For PDF inputs, use the `markitdown[pdf]` extra (or the wrapper below, which now does this automatically).

When to use

Use this skill when you need to:

  • pull down a web page as a document-like Markdown representation
  • convert binary docs (PDF/DOCX/PPTX) into Markdown for analysis
  • quickly produce a short summary of a long document before deeper work

Quick usage

Convert a URL or file to Markdown

Run from **this skill folder** (the agent should `cd` here first):

uvx --from 'markitdown[pdf]' markitdown <url-or-path>

To write Markdown to a temp file (prints the path) use the wrapper:

node to-markdown.mjs <url-or-path> --tmp

Tip: when summarizing, the script will **always** write the full converted Markdown to a temp `.md` file and will **always** print a final "Hint" line with the path (so you can open/inspect the full content).

Write Markdown to a specific file:

uvx --from 'markitdown[pdf]' markitdown <url-or-path> > /tmp/doc.md

Convert + summarize with haiku-4-5 (pass context!)

Summaries are only useful when you provide **what you want extracted** and the **audience/purpose**.

node to-markdown.mjs <url-or-path> --summary --prompt "Summarize focusing on X, for audience Y. Extract Z."

Or:

node to-markdown.mjs <url-or-path> --summary --prompt "Focus on security implications and action items."

This will: 1) convert to Markdown via `uvx --from 'markitdown[pdf]' markitdown` 2) write the full Markdown to a temp `.md` file and print its path as a "Hint" line 3) run `pi --model claude-haiku-4-5` (no-tools, no-session) to summarize using your extra prompt

Read more
Ships withagent-stuff

Armin's personal Pi Coding Agent package: reusable skills, extensions, prompt commands, themes, and a few supporting utilities that I use across projects. The package is published to npm as mitsupi.

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