Agent skill

Jina

by refly-ai in refly-ai/refly-skills

Extract content from URLs and search with Jina. An agent skill from refly-ai/refly-skills.

No licenceAuto-check passedData & Analytics

Install Jina

skills CLI
$ npx skills add refly-ai/refly-skills --skill jina -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install refly-ai/refly-skills jina --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/refly-ai/refly-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/jina .claude/skills/jina && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
jina
GitHub stars
204
Token cost
~461 tokens
SKILL.md length
88 words
Files
2
Skills in repo
48
Repo updated
First seen
Licence
None found

At a glance

Extract content from URLs and search with Jina. An agent skill from refly-ai/refly-skills.

  • Works in 3 steps: Run the Skill and Get Run ID → Open Workflow in Browser and Wait for… → Extract Text Content
  • Read and extract content from any URL
  • SKILL.md covers Input, Execution (Pattern B: Text/Data), Expected Output and Rules
  • Calls jq; reaches refly.ai

What it does

Jina is an agent skill from refly-ai/refly-skills. Extract content from URLs and search with Jina. Use when you need to: (1) read and extract content from any URL, (2) perform site-specific searches, or (3) scrape web page content.

Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).

It sits in Data & Analytics, covering Web scraping. The repository describes itself as: Refly skills repository.

When your agent uses it

  • Read and extract content from any URL
  • Perform site-specific searches
  • Scrape web page content

Example prompts

  • “/jina”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Run the Skill and Get Run ID
  2. Open Workflow in Browser and Wait for Completion
  3. Extract Text Content

What it can do on your machine

Read from SKILL.md and the folder at commit 5a546d2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • refly.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Jina loads about 461 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 88 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~461

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 88 words (~461 tokens).

“Extract content from URLs and search with Jina. Use when you need to: (1) read and extract content from any URL, (2) perform site-specific searches, or (3) scrape web page content.”

— opening of SKILL.md by refly-ai
name
jina
version
1.0.0
skillId
skp-t0gx8xqrep79hau0t7qn6yrp
workflowId
c-ee1nlrsdlebaodpn5fvs3sj2
installationId
skpi-jqzppbf80ss2qz3kx7wtqwsw
category
text-data

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/jina of refly-ai/refly-skills.

  • SKILL.md
  • README.md

Open the folder on GitHubat commit 5a546d2

Compare with similar skills

Jina next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Jina compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jina this skillrefly-ai/refly-skills204—~461Automated safety check: PassNone
Tmuxtrpc-group/trpc-agent-go1.9k23 repos~868Automated safety check: PassApache-2.0
Ketch1broseidon/ketch7001 repos~3.9kAutomated safety check: PassMIT
Crawl4AI Web Scrapingsmallnest/goclaw5991 repos~2.5kAutomated safety check: PassMIT
Boss Zhipin Scrapereatmoreduck/boss-zhipin-scraper1.5k—~2.6kAutomated safety check: PassMIT
Axyusukebe/ax7191 repos~918Automated safety check: PassMIT

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Questions about Jina

What does Jina do?

Extract content from URLs and search with Jina. An agent skill from refly-ai/refly-skills. Jina is an agent skill from refly-ai/refly-skills. Extract content from URLs and search with Jina.

When should I use Jina?

Jina fits situations like: read and extract content from any URL; perform site-specific searches; scrape web page content.

How do I install Jina in Claude Code?

Run `npx skills add refly-ai/refly-skills --skill jina -a claude-code`. Or copy the skill folder (skills/jina in refly-ai/refly-skills) into .claude/skills/jina in your project. Claude Code loads it when a task matches its description.

How do I install Jina in Codex?

Run `npx skills add refly-ai/refly-skills --skill jina -a codex`. Or copy the skill folder (skills/jina in refly-ai/refly-skills) into .agents/skills/jina in your project. Codex loads it when a task matches its description.

Can I use Jina in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add refly-ai/refly-skills --skill jina -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jina, .gemini/skills/jina, .github/skills/jina and .opencode/skills/jina in your project.

What does Jina need to run?

Going by SKILL.md and its folder, Jina needs the command-line tools its instructions call (jq).

Does Jina access the network?

SKILL.md names 1 domain. In commands or code: refly.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Jina safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Jina use?

No licence was found for Jina or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Jina use?

About 461 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Jina?

Skills that share tags, products or a category with Jina: Tmux (trpc-group/trpc-agent-go, 1.9k stars), Ketch (1broseidon/ketch, 700 stars), Crawl4AI Web Scraping (smallnest/goclaw, 599 stars) and Boss Zhipin Scraper (eatmoreduck/boss-zhipin-scraper, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jina?

refly-ai (a GitHub organization) maintains it in refly-ai/refly-skills, which has 204 GitHub stars. The repository holds 48 skills in this directory. The repository was last updated on July 20, 2026.

Source: refly-ai/refly-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.