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.
npx agentmods add skills/seifbenayed/cloclo/browsenpx skills add SeifBenayed/cloclo --skill browsegit clone --depth 1 https://github.com/SeifBenayed/clocloWrote 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.
[](https://agentmods.dev/skills/seifbenayed/cloclo/browse)<a href="https://agentmods.dev/skills/seifbenayed/cloclo/browse"><img src="https://agentmods.dev/badge/skills/seifbenayed/cloclo/browse.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00125 | $0.02779 |
| Opus 5 | $0.00063 | $0.01389 |
| Sonnet 5 | $0.00025 | $0.00556 |
| Haiku 4.5 | $0.00013 | $0.00278 |
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 4d 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.
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:
- Navigate to the target URL
- Observe the page with
get_state— this returns the DOM with indexed interactive elements AND the page text - 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]" }
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.
- 4d ago First seen · 327 lines · 125 tokens per session scan A 09f3e089700d
browse is a skill published in the GitHub repository SeifBenayed/cloclo (114 stars, last pushed 5mo ago), licensed MIT. It adds 125 tokens to every session and 2,779 once invoked, about $0.0006 per session on Opus 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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