cloclo: Skill for Claude Code

.claude/skills/browse/SKILL.md

browse is a skill for Claude Code from SeifBenayed/cloclo. It costs 125 tokens per session (2,779 once invoked), scanned A, original, MIT.

A browser automation tool for opening websites, interacting with controls, handling tabs, sessions, uploads, dropdowns, and embedded frames, and checking results with screenshots.

In plain words
What is it for?
Use it to test websites, fill forms, navigate pages, manage browser sessions, and confirm visual or interaction results.
Why use it?
It reduces mistakes by requiring the page to be observed before actions and verified afterward.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths.

This is SeifBenayed/cloclo's own configuration. It tells Claude Code how to work on cloclo itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything cloclo configures →

Reuse

Borrowing it

Nothing to install: this file belongs to SeifBenayed/cloclo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/SeifBenayed/cloclo/main/.claude/skills/browse/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/SeifBenayed/cloclo

Made for: Claude Code.

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 browse

README.md
[![agentmods](https://agentmods.dev/badge/skills/seifbenayed/cloclo/browse/github.svg)](https://agentmods.dev/skills/seifbenayed/cloclo/browse)
Your own site
<a href="https://agentmods.dev/skills/seifbenayed/cloclo/browse"><img src="https://agentmods.dev/badge/skills/seifbenayed/cloclo/browse/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 browse

Your own site · 80×15
<a href="https://agentmods.dev/skills/seifbenayed/cloclo/browse"><img src="https://agentmods.dev/badge/skills/seifbenayed/cloclo/browse.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 125 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,779 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.
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 $0.00125 $0.02779
Opus 5.5 $0.00050 $0.01112
Sonnet 5.5 $0.00025 $0.00556
Haiku 4.5 $0.00013 $0.00278

Measured 2mo ago against content hash 09f3e089700d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

browse 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 2mo 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.

.claude/skills/browse/SKILL.md · 327 lines

How it starts

The opening of the file, as written. The whole thing — 327 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Browse — Visual Feedback Browser Automation

You have a Browser tool with an action-based interface. This skill teaches you how to use it effectively with a screenshot → analyze → act → verify loop that prevents blind clicking.

Core Principle

Never act without seeing. Never assume an action worked. Always verify.

OBSERVE  →  DECIDE  →  ACT  →  VERIFY
(get_state   (analyze    (click/    (get_state
+ screenshot  elements)   type)     + screenshot
                                    + compare)

Starting a Session

Every browser session starts the same way:

  1. Navigate to the target URL
  2. Observe the page with get_state — this returns the DOM with indexed interactive elements AND the page text
  3. Screenshot to see the visual layout
Browser { action: "navigate", url: "https://example.com" }
Browser { action: "get_state" }
Browser { action: "screenshot" }

Read the screenshot to understand the visual layout. The get_state output gives you:

  • URL and title
  • Scroll position (how far down the page you are)
  • Interactive element count (links, inputs, buttons)
  • Indexed elements: [0] <button> "Submit", [1] <input:text> name="email"
  • Page text (first 3000 chars)

JSON Format

For structured processing, use format: "json":

Browser { action: "get_state", format: "json" }

Returns: { url, title, scroll, stats, elements: [{index, tag, text, ...}], text, session_id, active_tab_id }

Interacting with Elements

Always prefer element indices over CSS selectors. The indices come from get_state and are reliable. CSS selectors can break if the page structure changes.

Browser { action: "click_element", index: 5 }
Browser { action: "type_element", index: 3, value: "[email protected]" }

Fall back to CSS selectors only when:

  • The element doesn't appear in the indexed list
  • You need to target something very specific (like input[name="csrf_token"])
Browser { action: "click", selector: "#submit-btn" }
Browser { action: "fill", selector: "input[name='email']", value: "[email protected]" }

Read the full file on GitHub · 327 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. 2mo ago First seen · 327 lines · 125 tokens per session scan A 09f3e089700d

Subscribe to this mod's changes

browse is a skill published in the GitHub repository SeifBenayed/cloclo (116 stars, last pushed 6mo ago), licensed MIT. It adds 125 tokens to every session and 2,779 once invoked, about $0.0005 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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