agent

agent is a skill for Claude Code from tinyfish-io/tinyfish-cookbook. It costs 170 tokens per session (1,024 once invoked), scanned A, original, MIT.

A browser automation agent that navigates websites, clicks controls, fills forms, logs in, and extracts structured results from natural-language instructions.

In plain words
What is it for?
Use it for actions across one or more sites, including login flows with saved profiles or credentials, and specify the exact JSON shape wanted for the result.
Why use it?
It handles web tasks that require interacting with a live page rather than only reading its contents.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

Part of the tinyfish plugin — 5 skills shipped together

Good fit Use it for actions across one or more sites, including login flows with saved profiles or credentials, and specify the exact JSON shape wanted for the result.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tinyfish-io/tinyfish-cookbook/agent
About the project

TinyFish Cookbook is a collection of example applications, recipes, and automations built with TinyFish, a web service that lets AI agents search the live web, read pages, and perform browser-based tasks. Developers use it to learn how to build web agents and connect them with workflows such as research, monitoring, and data collection. The catalogue entries provide agent skills and integrations for working with these examples and TinyFish endpoints.

tinyfish-io/tinyfish-cookbook · 2,263 stars · on GitHub · tinyfish.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add tinyfish-io/tinyfish-cookbook --skill agent
Clone the repo
git clone --depth 1 https://github.com/tinyfish-io/tinyfish-cookbook

Made for: Claude Code.

Or install tinyfish, the plugin that ships this one along with the rest of its 5 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for agent

README.md
[![agentmods](https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/agent/github.svg)](https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/agent)
Your own site
<a href="https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/agent"><img src="https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/agent/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for agent

Your own site · 80×15
<a href="https://agentmods.dev/skills/tinyfish-io/tinyfish-cookbook/agent"><img src="https://agentmods.dev/badge/skills/tinyfish-io/tinyfish-cookbook/agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 170 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,024 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00170 $0.01024
Opus 5.5 $0.00068 $0.00410
Sonnet 5.5 $0.00034 $0.00205
Haiku 4.5 $0.00017 $0.00102

Measured 1mo ago against content hash 912363f3cef1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

agent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/tinyfish/skills/agent/SKILL.md · 72 lines

How it starts

The opening of the file, as written. The whole thing — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TinyFish Agent

Browser automation via the bundled TinyFish MCP server. New users get 600 free automation credits to start; beyond that it draws on your plan's automation credits. Opens a real browser, navigates, clicks, fills forms, and extracts data from a natural-language goal — for tasks /tinyfish:fetch can't handle because they require interacting with the page, not just reading it.

run_web_automation

  • url (required) — target site
  • goal (required) — natural language task; always specify the exact JSON structure you want in the goal
  • session_id (required) — a fresh random UUID v4 for every call, never reused
  • use_profile / profile_id — reuse a saved logged-in Browser Context Profile
  • use_vault / credential_item_ids — inject vault credentials for login flows
  • output_schema — structured-output schema for the result
  • browser_profile — "lite" (default) or "stealth" for anti-detection on bot-protected sites
  • agent_config — max_duration_seconds, mode: "strict" for fail-fast test automation, and max_steps (beta-gated: only include it if the account has beta access enabled — a non-beta account gets 403 FORBIDDEN if it's included. Omit it to use the default of 150.)
run_web_automation(
  url="https://example.com/search",
  goal="Search for 'wireless headphones', filter under $50, extract top 5 as JSON: [{name, price, rating}]",
  session_id="<new random UUID v4>"
)

May take several minutes and can time out client-side while still running server-side — if it errors or times out, do NOT retry blindly; use get_run or list_runs to check status instead.

Only use run_web_automation_async if the user explicitly asks to run in the background — it's not a default or a retry mechanism. Poll with get_run every 30-60s.

Multiple independent sites — use batch_create, not repeated calls.

batch_create / batch_status / batch_cancel

For the same task across 2+ URLs:

batch_create(runs=[
  {url: "https://pizzahut.com", goal: "Extract pizza prices as JSON: [{name, price}]"},
  {url: "https://dominos.com", goal: "Extract pizza prices as JSON: [{name, price}]"}
])

Read the full file on GitHub · 72 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 72 lines · 170 tokens per session scan A 912363f3cef1

Subscribe to this mod's changes

agent is a skill published in the GitHub repository tinyfish-io/tinyfish-cookbook (2,263 stars, last pushed 12d ago), licensed MIT. It adds 170 tokens to every session and 1,024 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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