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Skill

/tavily-extract

Extract clean markdown or text from specific URLs via the Tavily CLI. Use this skill whenever a URL must be opened to be cited — papers, changelogs, release pages, blog posts, docs — including JavaScript-rendered pages. Processes up to 20 URLs per call and supports query-focused

From plugin
ai-security-research-radar
411 skills
Install
$ npx -y skills add Neetx/ai-security-research-radar --skill tavily-extract --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/tavily-extract

Context preview

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

Extract clean markdown or text from specific URLs via the Tavily CLI. Use this skill whenever a URL must be opened to be cited — papers, changelogs, release pages, blog posts, docs — including JavaScript-rendered pages. Processes up to 20 URLs per call and supports query-focused

SKILL.md

tavily-extract.SKILL.md
name: tavily-extract
description: |
  Extract clean markdown or text from specific URLs via the Tavily CLI. Use this skill whenever a URL must be opened to be cited — papers, changelogs, release pages, blog posts, docs — including JavaScript-rendered pages. Processes up to 20 URLs per call and supports query-focused chunking for long pages.
allowed-tools: Bash(tvly *)

tavily extract

Extract clean markdown/text content from one or more URLs. In this repo, "opened" means extracted with this skill (or fetched with a built-in web tool) — only opened URLs are citable as evidence.

Before running any command

Check `tvly --status`. If `tvly` is not on PATH:

pip install -q tavily-cli || uv tool install tavily-cli

Auth comes from the `TAVILY_API_KEY` environment variable (already set in this environment). Never print it. If it is unset, report that and fall back to the built-in web tools.

Quick start

# Single URL
tvly extract "https://example.com/article" --json

# Batch (max 20 per call)
tvly extract "https://arxiv.org/abs/XXXX.XXXXX" "https://github.com/org/repo" --json

# Long pages: only the relevant chunks
tvly extract "https://example.com/docs" --query "release date changelog" --chunks-per-source 3 --json

# JS-heavy pages
tvly extract "https://app.example.com" --extract-depth advanced --json

Key options

| Option | Description | |--------|-------------| | `--query` + `--chunks-per-source` | Return only chunks relevant to a query (1–5 per URL) | | `--extract-depth` | `basic` (default, try first) or `advanced` (JS-rendered pages) | | `--format` | `markdown` (default) or `text` | | `--timeout` | 1–60 seconds for slow pages | | `--json` / `-o FILE` | Structured output / save to file |

Tips

  • Always quote URLs (shell interprets `?` and `&`).
  • Try `basic` first; escalate to `advanced` only if content is missing.
  • arXiv abs pages often hide authors/dates in the extraction — cross-check exact

metadata with `curl -sL 'https://export.arxiv.org/api/query?id_list=...'` (see `radar-source-verify`).

  • If a search already used `--include-raw-content`, skip the extract step.
Read more
Ships withai-security-research-radar

Autonomous tracker of the offensive AI-security frontier — AI for offense and attacks against AI — for a security researcher; generated from TRENDS.md.

Get the whole plugin