Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language.

No licenceAuto-check passedData & Analytics

Install Tinyfish

skills CLI
$ npx skills add sundial-org/awesome-openclaw-skills --skill tinyfish -a claude-code

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

GitHub CLI
$ gh skill install sundial-org/awesome-openclaw-skills tinyfish --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tinyfish .claude/skills/tinyfish && 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
tinyfish
GitHub stars
663
Token cost
~761 tokens
SKILL.md length
124 words
Files
2 (incl. scripts)
Skills in repo
353
Repo updated
First seen
Licence
None found

At a glance

Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language.

  • Works in 2 steps: Specify JSON format: Always describe the… → Parallel calls: When extracting from…
  • You need to extract/scrape data from websites
  • SKILL.md covers Best Practices, Basic Extract/Scrape, Multiple Items and Stealth Mode, plus 3 more sections
  • Runs Python scripts from its folder; reaches pizzahut.com and mino.ai; needs MINO_API_KEY

What it does

Tinyfish is an agent skill from sundial-org/awesome-openclaw-skills. Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Use when you need to extract/scrape data from websites, handle bot-protected sites, or automate web tasks.

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/extract.py`).

It sits in Data & Analytics, covering Web scraping and Browser automation. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.

When your agent uses it

  • You need to extract/scrape data from websites
  • Handle bot-protected sites
  • Automate web tasks

Example prompts

  • “/tinyfish”

Requirements

  • Python 3
  • A credential in MINO_API_KEY

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. Specify JSON format: Always describe the exact structure you want returned
  2. Parallel calls: When extracting from multiple independent sites, make separate parallel calls instead of combining into one prompt

What it can do on your machine

Read from SKILL.md and the folder at commit b80cde2. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    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:

    • pizzahut.com
    • mino.ai
    • protected-site.com
    • geo-restricted-site.com
    • dominos.com

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • MINO_API_KEY

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

Context cost

Tinyfish loads about 761 tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 124 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~761

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 124 words (~761 tokens).

name
tinyfish

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in skills/tinyfish of sundial-org/awesome-openclaw-skills.

  • SKILL.md
  • scripts/extract.py

Open the folder on GitHubat commit b80cde2

Compare with similar skills

Tinyfish 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.

Tinyfish compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tinyfish this skillsundial-org/awesome-openclaw-skills663—~761Automated safety check: PassNone
Chrome Devtoolseinverne/dotfiles1212 repos~1.6kAutomated safety check: NotesApache-2.0
Web Scrapingplatonai/Browser41.2k—~1.1kAutomated safety check: PassApache-2.0
Web Crawlerbyungjunjang/web-crawler162—~7.2kAutomated safety check: PassMIT
ScraplingTommy-yw/RunbookHermes5464 repos~2.3kAutomated safety check: PassMIT
Brightdata SDKbrightdata/skills264—~5.2kAutomated safety check: PassMIT

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Questions about Tinyfish

What does Tinyfish do?

Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language. Tinyfish is an agent skill from sundial-org/awesome-openclaw-skills. Use TinyFish/Mino web agent to extract/scrape websites, extract data, and automate browser actions using natural language.

When should I use Tinyfish?

Tinyfish fits situations like: you need to extract/scrape data from websites; handle bot-protected sites; automate web tasks.

How do I install Tinyfish in Claude Code?

Run `npx skills add sundial-org/awesome-openclaw-skills --skill tinyfish -a claude-code`. Or copy the skill folder (skills/tinyfish in sundial-org/awesome-openclaw-skills) into .claude/skills/tinyfish in your project. Claude Code loads it when a task matches its description.

How do I install Tinyfish in Codex?

Run `npx skills add sundial-org/awesome-openclaw-skills --skill tinyfish -a codex`. Or copy the skill folder (skills/tinyfish in sundial-org/awesome-openclaw-skills) into .agents/skills/tinyfish in your project. Codex loads it when a task matches its description.

Can I use Tinyfish 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 sundial-org/awesome-openclaw-skills --skill tinyfish -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tinyfish, .gemini/skills/tinyfish, .github/skills/tinyfish and .opencode/skills/tinyfish in your project.

What does Tinyfish need to run?

Going by SKILL.md and its folder, Tinyfish needs Python for the scripts in its folder and credentials named MINO_API_KEY. Our summary lists: Python 3; A credential in MINO_API_KEY.

Does Tinyfish access the network?

SKILL.md names 5 domains. In commands or code: pizzahut.com, mino.ai, protected-site.com, geo-restricted-site.com and dominos.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Tinyfish 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Tinyfish use?

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

How many tokens does Tinyfish use?

About 761 tokens (SKILL.md is roughly 3k 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 Tinyfish?

Skills that share tags, products or a category with Tinyfish: Chrome Devtools (einverne/dotfiles, 121 stars), Web Scraping (platonai/Browser4, 1.2k stars), Web Crawler (byungjunjang/web-crawler, 162 stars) and Scrapling (Tommy-yw/RunbookHermes, 546 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tinyfish?

sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 353 skills in this directory. The repository was last updated on March 7, 2026.

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