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 skills add kwannoel/the-controller --skill agent-browsergit clone --depth 1 https://github.com/kwannoel/the-controllerWrote 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/kwannoel/the-controller/agent-browser)<a href="https://agentmods.dev/skills/kwannoel/the-controller/agent-browser"><img src="https://agentmods.dev/badge/skills/kwannoel/the-controller/agent-browser/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.
<a href="https://agentmods.dev/skills/kwannoel/the-controller/agent-browser"><img src="https://agentmods.dev/badge/skills/kwannoel/the-controller/agent-browser.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00059 | $0.01505 |
| Opus 5.5 | $0.00024 | $0.00602 |
| Sonnet 5.5 | $0.00012 | $0.00301 |
| Haiku 4.5 | $0.00006 | $0.00151 |
Grade A, and why
agent-browser 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.
How it starts
The opening of the file, as written. The whole thing — 224 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Browser Automation with agent-browser
agent-browser is the Chromium skill. Prefer it when the user wants the agent to work against the browser they already have open and logged into.
The primary model is OpenClaw-style relay control:
- Open the target site in Chrome or Chromium.
- Attach the browser relay extension to the tab you want the agent to control.
- Run
agent-browsercommands against that attached tab. - Detach when you are done.
If relay mode is unavailable, fall back to a managed dedicated browser profile.
Mode Selection
Relay mode
Use relay mode when:
- the user is already logged in
- the task depends on the user's real browser extensions, cookies, or in-progress state
- the user wants to avoid login churn
Relay mode means the agent controls a real Chrome or Chromium tab. Treat that tab as sensitive. Use the minimum scope needed and avoid unrelated tabs.
Managed mode
Use managed mode when:
- the user wants isolation from their daily browser
- the relay is not installed or not attached
- the task needs a dedicated automation profile
Managed mode launches or reuses a dedicated browser profile instead of the user's live browsing tab.
Core Workflow
Every agent-browser task follows this pattern:
- Confirm the right tab is attached in relay mode, or start managed mode.
- Snapshot the page:
agent-browser snapshot -i - Interact with refs:
click,fill,select,check - Re-snapshot after navigation or major DOM changes
# Attached tab is already open in Chrome/Chromium
agent-browser snapshot -i
# Output: @e1 [input type="email"], @e2 [input type="password"], @e3 [button] "Sign in"
agent-browser fill @e1 "[email protected]"
agent-browser fill @e2 "password123"
agent-browser click @e3
agent-browser wait --load networkidle
agent-browser snapshot -i
Do not close the browser in relay mode unless the user explicitly asks for that. In relay mode, prefer detach over agent-browser close.
Quick Start
What ships with it
10 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/authentication.md 2.6 KB
- references/commands.md 1.4 KB
- references/profiling.md 845 B
- references/proxy-support.md 903 B
- references/session-management.md 1.2 KB
- references/snapshot-refs.md 878 B
- references/video-recording.md 576 B
- templates/authenticated-session.sh 1.0 KB runs code
- templates/capture-workflow.sh 835 B runs code
- templates/form-automation.sh 1.1 KB runs code
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.
- 1mo ago First seen · 224 lines · 59 tokens per session scan A 2f6d790d8aba
agent-browser is a skill published in the GitHub repository kwannoel/the-controller (13 stars, last pushed 6mo ago), licensed MIT. It adds 59 tokens to every session and 1,505 once invoked, about $0.0002 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 2026-09-23.
agent-browser compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| agent-browserkwannoel/the-controller | Skill | 13 | 6mo ago | MIT | A | 59 | Claude Code |
| interactive-loginyc-software/qm | Skill | 16k | today | MIT | A | 46 | Claude Code, Codex |
| pinchtab-mcppinchtab/pinchtab | Skill | 11k | yesterday | MIT | A | 52 | Claude Code, Codex |
| azure-messaging-webpubsub-javamicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 43 | Claude Code |
| cua-driverdavidondrej/skills | Skill | 4.3k | yesterday | MIT | A | 68 | Claude Code, Codex |
| open-design-browsercompozy/compozy | Skill | 2.9k | today | MIT | A | 56 | Claude Code, Codex |
| southwestborski/travel-hacking-toolkit | Skill | 931 | 2d ago | MIT | A | 40 | Claude Code |