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/lmanchu/iris-system/browsenpx skills add lmanchu/iris-system --skill browsegit clone --depth 1 https://github.com/lmanchu/iris-systemWrote 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/lmanchu/iris-system/browse)<a href="https://agentmods.dev/skills/lmanchu/iris-system/browse"><img src="https://agentmods.dev/badge/skills/lmanchu/iris-system/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 | $0.00094 | $0.02153 |
| Opus 5 | $0.00047 | $0.01077 |
| Sonnet 5 | $0.00019 | $0.00431 |
| Haiku 4.5 | $0.00009 | $0.00215 |
Grade C, and why
browse scanned grade C with 2 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
3. If `bun` is not installed, tell the user to install it: `curl -fsSL https://bun.sh/install | bash` Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
3. If `bun` is not installed, tell the user to install it: `curl -fsSL https://bun.sh/install | bash` This is a copy
95% identical to gstack — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.
gstack: Persistent Browser for Claude Code
Persistent headless Chromium daemon. First call auto-starts the server (~3s). Every subsequent call: ~100-200ms. Auto-shuts down after 30 min idle.
SETUP (run this check BEFORE any browse command)
Before using any browse command, find the skill and check if the binary exists:
# Check project-level first, then user-level
if test -x .claude/skills/gstack/browse/dist/browse; then
echo "READY_PROJECT"
elif test -x ~/.claude/skills/gstack/browse/dist/browse; then
echo "READY_USER"
else
echo "NEEDS_SETUP"
fi
Set B to whichever path is READY and use it for all commands. Prefer project-level if both exist.
If NEEDS_SETUP:
- Tell the user: "gstack browse needs a one-time build (~10 seconds). OK to proceed?" Then STOP and wait for their response.
- If they approve, determine the skill directory (project-level
.claude/skills/gstackor user-level~/.claude/skills/gstack) and run:
cd <SKILL_DIR> && ./setup
- If
bunis not installed, tell the user to install it:curl -fsSL https://bun.sh/install | bash - Verify the
.gitignorein the skill directory containsbrowse/dist/andnode_modules/. If either line is missing, add it.
Once setup is done, it never needs to run again (the compiled binary persists).
IMPORTANT
- Use the compiled binary via Bash:
.claude/skills/gstack/browse/dist/browse(project) or~/.claude/skills/gstack/browse/dist/browse(user). - NEVER use
mcp__claude-in-chrome__*tools. They are slow and unreliable. - The browser persists between calls — cookies, tabs, and state carry over.
- The server auto-starts on first command. No setup needed.
Quick Reference
B=~/.claude/skills/gstack/browse/dist/browse
# Navigate to a page
$B goto https://example.com
# Read cleaned page text
$B text
# Take a screenshot (then Read the image)
$B screenshot /tmp/page.png
# Snapshot: accessibility tree with refs
$B snapshot -i
# Click by ref (after snapshot)
$B click @e3
# Fill by ref
$B fill @e4 "[email protected]"
# Run JavaScript
$B js "document.title"
# Get all links
$B links
# Click by CSS selector
$B click "button.submit"
# Fill a form by CSS selector
$B fill "#email" "[email protected]"
$B fill "#password" "abc123"
$B click "button[type=submit]"
# Get HTML of an element
$B html "main"
# Get computed CSS
$B css "body" "font-family"
# Get element attributes
$B attrs "nav"
# Wait for element to appear
$B wait ".loaded"
# Accessibility tree
$B accessibility
# Set viewport
$B viewport 375x812
# Set cookies / headers
$B cookie "session=abc123"
$B header "Authorization:Bearer token123"
What ships with it
16 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.
- src/browser-manager.ts 8.0 KB runs code
- src/buffers.ts 1.0 KB runs code
- src/cli.ts 7.9 KB runs code
- src/meta-commands.ts 7.1 KB runs code
- src/read-commands.ts 7.6 KB runs code
- src/server.ts 9.2 KB runs code
- src/snapshot.ts 6.2 KB runs code
- src/write-commands.ts 5.9 KB runs code
- test/commands.test.ts 20 KB runs code
- test/fixtures/basic.html 914 B
- test/fixtures/forms.html 1.8 KB
- test/fixtures/responsive.html 1.4 KB
- test/fixtures/snapshot.html 1.5 KB
- test/fixtures/spa.html 638 B
- test/snapshot.test.ts 8.7 KB runs code
- test/test-server.ts 1.4 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.
- 4d ago First seen · 255 lines · 94 tokens per session scan C 9c2ec9a6b0c0
browse is a skill published in the GitHub repository lmanchu/iris-system (5 stars, last pushed 2mo ago), licensed MIT. It adds 94 tokens to every session and 2,153 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). It is 95% identical to gstack, differing in 2 lines, and is treated as a copy.
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