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 aiguicai/MCP-Gateway --skill chat-plus-adapter-debuggergit clone --depth 1 https://github.com/aiguicai/MCP-GatewayWrote 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/aiguicai/mcp-gateway/chat-plus-adapter-debugger)<a href="https://agentmods.dev/skills/aiguicai/mcp-gateway/chat-plus-adapter-debugger"><img src="https://agentmods.dev/badge/skills/aiguicai/mcp-gateway/chat-plus-adapter-debugger/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/aiguicai/mcp-gateway/chat-plus-adapter-debugger"><img src="https://agentmods.dev/badge/skills/aiguicai/mcp-gateway/chat-plus-adapter-debugger.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 | $0.00098 | $0.06487 |
| Opus 5.5 | $0.00039 | $0.02595 |
| Sonnet 5.5 | $0.00020 | $0.01297 |
| Haiku 4.5 | $0.00010 | $0.00649 |
Grade A, and why
chat-plus-adapter-debugger 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 1mo 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 — 527 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Chat Plus Adapter Debugger
目标
产出或修复一段可直接粘贴到 Chat Plus 的站点适配脚本,并满足新框架硬规则:
- 最外层必须
return { ... } - 必须包含
meta - 必须包含四个 hook:
transformRequestextractResponsedecorateBubblescontinueConversation
decorateBubbles必须使用ctx.helpers.ui.decorateProtocolBubbles(...)continueConversation必须使用ctx.helpers.plans.dom(...)continueConversation必须使用ctx.continuationTextextractResponse必须返回responseContentPreviewtransformRequest要么使用ctx.helpers.buildInjectedText(...)改写请求,要么明确return null- 输出抓取必须基于真实协议 / 真实响应,不接受用消息 DOM 反向抄正文代替
extractResponse - 输入实现允许两条路:
- 优先请求层协议注入
- 协议层因加密、签名、opaque body 或其他原因无法稳定改写时,退回 DOM 发送
- 生成脚本时必须使用平台 helpers:JSON 解析、文本转换、协议注入、气泡装饰、续写 DOM plan 都不要手写替代实现
使用 chrome-cdp
准备页面调试前,先确认工具列表存在 chrome-cdp,并读取 builtin://chrome-cdp/SKILL.md。本 skill 的执行入口可直接代理常用 CDP 调试命令,也可用更贴近 Chat Plus 工作流的别名。
只有用户明确允许启动浏览器调试会话后,才使用浏览器调试命令。MCP Gateway 内置 chrome-cdp 默认通过原生 Chrome DevTools Protocol 启动或复用独立的持久 profile Chrome,不连接用户已经打开的 Chrome 调试端口。
常用别名:
capture start
capture clear
network search <filter>
network get <request-id>
network perf
等价 CDP 命令:
netclear
net <filter>
netget <request-id>
perfnet
html [target] [selector]
snap [target]
evalraw <target> <method> [json]
如果 chrome-cdp 启动或浏览器连接失败:
- 运行
stop - 再运行
open <url>或launch <url> - 不要要求用户关闭已有 Chrome 或已有 DevTools 调试端口,除非用户明确要求连接既有浏览器
抓样本流程
按这个顺序抓样本。不要把 URL、Performance index 或页面 DOM 文本当作稳定 request id。
- 打开 / 选中目标页面,并确认处于用户真实登录态和真实使用模式
- 执行
capture start或netclear,让 CDP Network 从用户操作前开始记录 - 告诉用户现在只需要在页面里手动发送一条唯一探针文本,例如
CHATPLUS_ADAPTER_PROBE_YYYYMMDD_001 - 用户回页面手动发送这条探针文本
- 等用户明确回复:
发好了 - 执行
network search <关键词>或net <关键词>搜索 CDP Network 记录 - 按 URL / method / status / MIME / timing / body 线索找真实发送请求
- 复制
net输出里的 CDP request id - 执行
network get <request-id>查看请求体、响应体、状态码、content-type 和传输类型 - 根据
network get输出总结协议结构,不复述敏感 headers - 只有当 body 太长、输出被截断、需要离线解码二进制/长流式内容时,才追加
--request-file/--response-file保存到临时文件后再读取 - 如果首条消息创建了新会话或跳转,必须在新会话页重新执行
capture start,让用户发第二条 follow-up 样本
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.
- 1mo ago First seen · 527 lines · 98 tokens per session scan A e54c3e903ffe
chat-plus-adapter-debugger is a skill published in the GitHub repository aiguicai/MCP-Gateway (156 stars, last pushed 5mo ago), licensed MIT. It adds 98 tokens to every session and 6,487 once invoked, about $0.0004 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.
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