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 joeseesun/qiaomu-opencli-skills --skill qiaomu-opencli-browsergit clone --depth 1 https://github.com/joeseesun/qiaomu-opencli-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/joeseesun/qiaomu-opencli-skills/qiaomu-opencli-browser)<a href="https://agentmods.dev/skills/joeseesun/qiaomu-opencli-skills/qiaomu-opencli-browser"><img src="https://agentmods.dev/badge/skills/joeseesun/qiaomu-opencli-skills/qiaomu-opencli-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/joeseesun/qiaomu-opencli-skills/qiaomu-opencli-browser"><img src="https://agentmods.dev/badge/skills/joeseesun/qiaomu-opencli-skills/qiaomu-opencli-browser.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 77 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Prompt Injection · line 265 Subtle instructions detected that may alter agent decision-making or introduce hidden biases.Fix: Review content for implicit steering or bias. Ensure instructions are explicit and align with the skill's stated purpose.
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 | $0.00038 | $0.03341 |
| Opus 5 | $0.00019 | $0.01670 |
| Sonnet 5 | $0.00008 | $0.00668 |
| Haiku 4.5 | $0.00004 | $0.00334 |
Grade A, and why
qiaomu-opencli-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 11d 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 — 309 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenCLI Browser — Browser Automation for AI Agents
Control Chrome step-by-step via CLI. Reuses existing login sessions — no passwords needed.
Prerequisites
opencli doctor # Verify extension + daemon connectivity
Requires: Chrome running + OpenCLI Browser Bridge extension installed.
Critical Rules
- ALWAYS use
stateto inspect the page, NEVER usescreenshot—statereturns structured DOM with[N]element indices, is instant and costs zero tokens.screenshotrequires vision processing and is slow. Only usescreenshotwhen the user explicitly asks to save a visual. - ALWAYS use
click/type/selectfor interaction, NEVER useevalto click or type —eval "el.click()"bypasses scrollIntoView and CDP click pipeline, causing failures on off-screen elements. Usestateto find the[N]index, thenclick <N>. - Verify inputs with
get value, not screenshots — aftertype, runget value <index>to confirm. - Run
stateafter every page change — afteropen,click(on links),scroll, always runstateto see the new elements and their indices. Never guess indices. - Chain commands aggressively with
&&— combineopen + state, multipletypecalls, andtype + get valueinto single&&chains. Each tool call has overhead; chaining cuts it. evalis read-only — useevalONLY for data extraction (JSON.stringify(...)), never for clicking, typing, or navigating. Always wrap in IIFE to avoid variable conflicts:eval "(function(){ const x = ...; return JSON.stringify(x); })()".- Minimize total tool calls — plan your sequence before acting. A good task completion uses 3-5 tool calls, not 15-20. Combine
open + stateas one call. Combinetype + type + clickas one call. Only runstateseparately when you need to discover new indices. - Prefer
networkto discover APIs — most sites have JSON APIs. API-based adapters are more reliable than DOM scraping.
Command Cost Guide
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.
- 11d ago First seen · 309 lines · 38 tokens per session scan A f0abef5a5b5c
qiaomu-opencli-browser is a skill published in the GitHub repository joeseesun/qiaomu-opencli-skills (985 stars, last pushed 5mo ago), licensed MIT. It adds 38 tokens to every session and 3,341 once invoked, about $0.0002 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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