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 EndymionLee/PilotBrowseMCP --skill skill-cngit clone --depth 1 https://github.com/EndymionLee/PilotBrowseMCPWrote 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/endymionlee/pilotbrowsemcp/skill-cn)<a href="https://agentmods.dev/skills/endymionlee/pilotbrowsemcp/skill-cn"><img src="https://agentmods.dev/badge/skills/endymionlee/pilotbrowsemcp/skill-cn/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/endymionlee/pilotbrowsemcp/skill-cn"><img src="https://agentmods.dev/badge/skills/endymionlee/pilotbrowsemcp/skill-cn.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00021 | $0.00506 |
| Opus 5 | $0.00010 | $0.00253 |
| Sonnet 5 | $0.00004 | $0.00101 |
| Haiku 4.5 | $0.00002 | $0.00051 |
Grade A, and why
website-explorer 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 9d 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.
What it actually says
网站能力学习器
探索网站，理解交互能力，发现 API，生成可复用的自动化手册。
核心原则
- 记录能力，而非选择器
- API 优先，DOM 兜底
- 增量探索，逐步深入
- 将知识沉淀为结构化手册
阶段
| 阶段 | 文件 | 目的 |
|---|---|---|
| 1. 探索 | exploration.md | 触发行为，发现页面结构 |
| 2. API 发现 | api-discovery.md | 从网络事件中提取 API |
| 3. 能力学习 | capability-learning.md | 将 API + 自动化绑定为能力 |
| 4. 执行 | execution.md | 执行能力，API 优先，兜底自动化 |
| 5. 进化 | evolution.md | 每次执行优化实现 |
| 6. 批量任务 | batch-tasks.md | Python 脚本处理批量场景 |
| 7. 安全检查 | sql-injection.md | SQL 注入检测与安全清单管理 |
| 8. JS 逆向 | js-reverse.md | 前端 JS 分析与加密 API 能力模型 |
校验
保存手册文件前，调 workflow_validate_manual 检查格式。详见 manual-schema.md。
输出目录
website-manuals/<site>/
README.md # 根索引
pages/ # 页面交互模型
navigation/ # 导航路径
workflows/
README.md # 流程索引
flows/ # workflow JSON
apis/
README.md # API 索引
endpoints/ # API JSON
每个目录：索引 README + 详情子目录。详见: manual-schema.md
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.
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.
- 9d ago First seen · 50 lines · 21 tokens per session scan A 0f57cf5525a3
website-explorer is a skill published in the GitHub repository EndymionLee/PilotBrowseMCP (99 stars, last pushed 1mo ago), licensed MIT. It adds 21 tokens to every session and 506 once invoked, about $0.0001 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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