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 gsd-build/gsd-browser --skill gsd-browser-skillgit clone --depth 1 https://github.com/gsd-build/gsd-browserWrote 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/gsd-build/gsd-browser/gsd-browser-skill)<a href="https://agentmods.dev/skills/gsd-build/gsd-browser/gsd-browser-skill"><img src="https://agentmods.dev/badge/skills/gsd-build/gsd-browser/gsd-browser-skill/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/gsd-build/gsd-browser/gsd-browser-skill"><img src="https://agentmods.dev/badge/skills/gsd-build/gsd-browser/gsd-browser-skill.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 | $0.00138 | $0.01198 |
| Opus 5.5 | $0.00055 | $0.00479 |
| Sonnet 5.5 | $0.00028 | $0.00240 |
| Haiku 4.5 | $0.00014 | $0.00120 |
Grade A, and why
gsd-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 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.
How it starts
The opening of the file, as written. The whole thing — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<essential_principles>
The daemon auto-starts on browser commands. gsd-browser daemon health reports state and does not start a session. Use gsd-browser daemon start only when you want to pre-warm or verify daemon lifecycle explicitly.
Always re-snapshot after page changes. Refs are versioned (@v1:e1, @v2:e3). After navigation, form submission, or dynamic content loading, old refs are stale. Run gsd-browser snapshot to get fresh refs before interacting.
Use --json when parsing output. Use text mode when reading output yourself. Use --json when you need to extract values programmatically.
Positional args have no flag prefix. Commands like click, type, hover take positional args. Do NOT add --selector:
gsd-browser click "button.submit"(correct)gsd-browser click --selector "button.submit"(WRONG)
Core workflow pattern: Every browser automation follows: navigate -> snapshot -> interact -> re-snapshot (after DOM changes).
gsd-browser navigate https://example.com
gsd-browser snapshot
# Read snapshot output: @v1:e1 [input type="email"], @v1:e2 [button] "Submit"
gsd-browser fill-ref @v1:e1 "[email protected]"
gsd-browser click-ref @v1:e2
gsd-browser wait-for --condition network_idle
gsd-browser snapshot # REQUIRED - old refs are now stale
Command chaining: Use && when you don't need intermediate output. Run separately when you need to parse output first (e.g., snapshot to discover refs, then interact).
Use the live viewer when the user wants to watch or direct the browser. gsd-browser view opens a localhost viewer with live frames, narrated action history, ref overlays, and pause/step/resume/abort controls. Keep using CLI commands for actions; the viewer is the shared screen and control surface.
Global options available on all commands:
| Flag | Purpose |
|---|---|
--json |
Structured JSON output |
--browser-path <path> |
Path to Chrome/Chromium |
--cdp-url <url> |
Attach to an already-running Chrome instance |
--session <name> |
Named session for parallel instances |
--no-narration-delay |
Skip narration lead-time sleeps while keeping history/events |
</essential_principles>
Based on what the user needs, read the appropriate workflow:
| User intent | Workflow |
|---|---|
| Navigate, click, type, fill forms, interact with pages | workflows/navigate-and-interact.md |
| Share the browser screen, narrate actions, pause/step/resume/abort | workflows/live-viewer-and-narration.md |
| Scrape data, extract content, read page structure | workflows/scrape-and-extract.md |
| Test pages, run assertions, visual regression, mock network | workflows/test-and-assert.md |
| Debug issues, check logs, diagnose problems | workflows/debug-and-diagnose.md |
| Install, configure, set up sessions | workflows/setup-and-configure.md |
After reading the workflow, follow it. Load references only when the workflow directs you to.
<reference_index>
All domain knowledge in references/:
Commands: command-reference.md (complete command syntax) Snapshots: snapshot-and-refs.md (versioned refs, snapshot modes) Intents: semantic-intents.md (15 predefined intents for find-best/act) Errors: error-recovery.md (common errors and fixes) Config: configuration.md (TOML config, env vars, 5-layer merge)
</reference_index>
<workflows_index>
| Workflow | Purpose |
|---|---|
| navigate-and-interact.md | Page navigation, clicking, typing, forms, intents |
| live-viewer-and-narration.md | Live shared viewer, narrated history, refs overlay, controls |
| scrape-and-extract.md | Data extraction, accessibility tree, page source |
| test-and-assert.md | Assertions, visual regression, network mocking, test generation |
| debug-and-diagnose.md | Console/network logs, timeline, debug bundles |
| setup-and-configure.md | Installation, configuration, sessions, daemon management |
What ships with it
11 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/command-reference.md 11 KB
- references/configuration.md 2.2 KB
- references/error-recovery.md 4.1 KB
- references/semantic-intents.md 2.4 KB
- references/snapshot-and-refs.md 2.6 KB
- workflows/debug-and-diagnose.md 3.4 KB
- workflows/live-viewer-and-narration.md 4.2 KB
- workflows/navigate-and-interact.md 4.7 KB
- workflows/scrape-and-extract.md 4.7 KB
- workflows/setup-and-configure.md 3.8 KB
- workflows/test-and-assert.md 6.2 KB
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.
- 2mo ago First seen · 107 lines · 138 tokens per session scan A 8cb289ec972c
gsd-browser is a skill published in the GitHub repository gsd-build/gsd-browser (269 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 138 tokens to every session and 1,198 once invoked, about $0.0006 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.
gsd-browser compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| gsd-browsergsd-build/gsd-browser | Skill | 269 | 6mo ago | Apache-2.0 | A | 138 | Claude Code |
| interactive-loginyc-software/qm | Skill | 16k | yesterday | MIT | A | 46 | Claude Code, Codex |
| pinchtab-mcppinchtab/pinchtab | Skill | 11k | 10d ago | 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 | 3d ago | MIT | A | 68 | Claude Code, Codex |
| open-design-browsercompozy/compozy | Skill | 2.8k | yesterday | MIT | A | 56 | Claude Code, Codex |
| southwestborski/travel-hacking-toolkit | Skill | 895 | yesterday | MIT | A | 40 | Claude Code |