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 tykimos/cheliped-skills --skill browsergit clone --depth 1 https://github.com/tykimos/cheliped-skillsWrote 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/tykimos/cheliped-skills/browser)<a href="https://agentmods.dev/skills/tykimos/cheliped-skills/browser"><img src="https://agentmods.dev/badge/skills/tykimos/cheliped-skills/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/tykimos/cheliped-skills/browser"><img src="https://agentmods.dev/badge/skills/tykimos/cheliped-skills/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 | $0.00162 | $0.02204 |
| Opus 5.5 | $0.00065 | $0.00882 |
| Sonnet 5.5 | $0.00032 | $0.00441 |
| Haiku 4.5 | $0.00016 | $0.00220 |
Grade A, and why
cheliped-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 — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Browser Runtime
Control Chrome via CDP. Extract Agent DOM — a compressed DOM where every interactive element gets a numeric agentId.
Setup
Run once before first use:
cd scripts && npm install && npm run build
Core Workflow: Observe-Act Loop
# 1. Navigate and observe
node scripts/cheliped-cli.mjs '[{"cmd":"goto","args":["https://example.com"]},{"cmd":"observe"}]'
# 2. Use agentId from observe output to interact
node scripts/cheliped-cli.mjs '[{"cmd":"fill","args":["3","search term"]},{"cmd":"click","args":["4"]},{"cmd":"observe"}]'
First call auto-launches Chrome and saves session. Subsequent calls reconnect (the reconnect is identity-checked against the browser's DevTools token, so a crashed-and-reused PID/port can't be mistaken for the original Chrome). Call close when done.
Output Envelope
Output is always a JSON array, one envelope per command, compact by default:
[{ "cmd": "goto", "ok": true, "result": { "url": "...", "title": "..." } },
{ "cmd": "click", "ok": false, "error": { "code": "E_STALE_ID", "message": "..." } }]
By default each command runs even if a prior one fails (per-command isolation). Error code is one of E_BAD_ARG, E_STALE_ID, E_TIMEOUT, E_BROWSER, E_UNKNOWN.
CLI flags (before the JSON argument)
| Flag | Effect |
|---|---|
--session <name> |
named session (concurrent browsers) |
--no-headless / --headed |
run Chrome with a visible window |
--pretty |
indent JSON output (default is compact, fewer tokens) |
--stop-on-error |
fail-fast: halt the batch on the first error |
--chrome-path <path> |
explicit Chrome/Chromium binary (or CHROME_PATH env) |
--timeout <ms> |
launch/connect timeout |
--max-links <n> / --max-texts <n> / --max-text-length <n> |
tune observe compression (recall vs tokens) |
Commands
| Command | Args | Returns |
|---|---|---|
goto |
["url"] |
{ success, url, title } |
observe |
none | { nodes, texts, links } — nodes[].id = agentId |
click |
["agentId"] |
{ success, action, agentId } |
fill |
["agentId", "text"] |
{ success, action, agentId } |
screenshot |
["path"] (optional) |
{ success, path, size } |
run-js |
["expression"] |
{ success, result } |
extract |
["text"|"links"|"all"] |
{ type, data } |
actions |
none | [{ id, type, label, params }] |
perform |
["actionId"] + "params":{...} |
{ success, actionId } |
observe-graph |
none | { nodes, edges, forms } |
back |
none | { success } — navigate back in history |
forward |
none | { success } — navigate forward in history |
hover |
["agentId"] |
{ success } — hover over element |
scroll |
["direction", "pixels"] |
{ success } — direction: up/down/left/right |
wait-for |
["selector", "timeout"] |
{ found } — wait for CSS selector |
close |
none | { success } |
| Shadow DOM Commands | ||
observe-shadow |
none | { shadowHosts: [{ hostSelector, elements, iframes }] } |
click-deep |
["selector"] |
{ success } — shadow-piercing click |
fill-deep |
["selector", "text"] |
{ success } — shadow-piercing fill |
| Iframe Commands | ||
list-frames |
none | { frames: [{ index, url, name }] } |
observe-frame |
["target"] |
{ url, elements: [{ index, tag, text, selector }] } |
click-frame |
["target", "selector"] |
{ success } — click inside iframe |
fill-frame |
["target", "selector", "text"] |
{ success } — type into iframe input |
run-js-frame |
["target", "expression"] |
{ success, result } — JS in iframe |
What ships with it
60 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.
- CHANGELOG.md 9.8 KB
- docs/images/benchmark-openclaw-speed.png 64 KB
- docs/images/benchmark-openclaw-tokens.png 82 KB
- docs/images/benchmark-quality-breakdown.png 61 KB
- docs/images/benchmark-speed-per-site.png 55 KB
- docs/images/benchmark-summary.png 90 KB
- docs/images/benchmark-tandem-comparison.png 55 KB
- docs/images/benchmark-tokens-per-site.png 63 KB
- docs/images/config-maxlinks.png 86 KB
- docs/images/config-maxtextlength.png 84 KB
- docs/images/config-recall-persite.png 71 KB
- docs/images/monitor-viewer.png 163 KB
- README.md 59 KB
- scripts/.npmrc 29 B
- scripts/.prettierrc 106 B
- scripts/benchmark-challenge.mjs 26 KB runs code
- scripts/benchmark-compare.mjs 21 KB runs code
- scripts/benchmark-limitations.mjs 26 KB runs code
- scripts/benchmark-quality.mjs 31 KB runs code
- scripts/benchmark.mjs 11 KB runs code
- scripts/cheliped-cli.mjs 22 KB runs code
- scripts/cheliped-monitor.mjs 11 KB runs code
- scripts/examples/advanced-usage.ts 2.1 KB runs code
- scripts/examples/basic-usage.ts 1.1 KB runs code
- scripts/examples/browse-demo.ts 2.4 KB runs code
- scripts/examples/instagram-demo.ts 1.6 KB runs code
- scripts/examples/instagram-login-demo.ts 3.9 KB runs code
- scripts/generate-charts.py 9.3 KB runs code
- scripts/package.json 1.1 KB
- scripts/pnpm-lock.yaml 77 KB
- scripts/pnpm-workspace.yaml 35 B
- scripts/src/api/cheliped.ts 33 KB runs code
- scripts/src/api/index.ts 42 B runs code
- scripts/src/browser/controller.ts 43 KB runs code
- scripts/src/browser/frame-manager.ts 17 KB runs code
- scripts/src/browser/index.ts 193 B runs code
- scripts/src/browser/page.ts 5.0 KB runs code
- scripts/src/cdp/connection.ts 5.5 KB runs code
- scripts/src/cdp/index.ts 187 B runs code
- scripts/src/cdp/launcher.ts 5.9 KB runs code
- scripts/src/cdp/transport.ts 4.2 KB runs code
- scripts/src/cdp/typed-cdp.ts 4.5 KB runs code
- scripts/src/dom/agent-dom.ts 4.5 KB runs code
- scripts/src/dom/compressor.ts 4.3 KB runs code
- scripts/src/dom/extractor.ts 7.0 KB runs code
- scripts/src/dom/filter.ts 2.9 KB runs code
- scripts/src/dom/index.ts 256 B runs code
- scripts/src/dom/semantic.ts 6.1 KB runs code
- scripts/src/graph/action-generator.ts 6.8 KB runs code
- scripts/src/graph/action.types.ts 552 B runs code
- scripts/src/graph/index.ts 336 B runs code
- scripts/src/graph/ui-graph.ts 6.8 KB runs code
- scripts/src/graph/ui-graph.types.ts 818 B runs code
- scripts/src/index.ts 1.5 KB runs code
- scripts/src/security/exfiltration-guard.ts 1.8 KB runs code
- scripts/src/security/index.ts 256 B runs code
- scripts/src/security/prompt-guard.ts 951 B runs code
- scripts/src/security/security-layer.ts 3.2 KB runs code
- scripts/src/security/security.types.ts 645 B runs code
- scripts/src/session/cookie-store.ts 987 B 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.
- 2mo ago First seen · 161 lines · 162 tokens per session scan A 497d12de4f04
cheliped-browser is a skill published in the GitHub repository tykimos/cheliped-skills (62 stars, last pushed 4mo ago), licensed MIT. It adds 162 tokens to every session and 2,204 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.
cheliped-browser compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| cheliped-browsertykimos/cheliped-skills | Skill | 62 | 4mo ago | MIT | A | 162 | Claude Code, Codex |
| 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 |