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 zxfccmm4/Obsidian-OpenCode-Knowledge --skill opencli-explorergit clone --depth 1 https://github.com/zxfccmm4/Obsidian-OpenCode-KnowledgeWrote 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/zxfccmm4/obsidian-opencode-knowledge/opencli-explorer)<a href="https://agentmods.dev/skills/zxfccmm4/obsidian-opencode-knowledge/opencli-explorer"><img src="https://agentmods.dev/badge/skills/zxfccmm4/obsidian-opencode-knowledge/opencli-explorer/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/zxfccmm4/obsidian-opencode-knowledge/opencli-explorer"><img src="https://agentmods.dev/badge/skills/zxfccmm4/obsidian-opencode-knowledge/opencli-explorer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, 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 Data Exfiltration · line 59 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00068 | $0.01451 |
| Opus 5.5 | $0.00027 | $0.00580 |
| Sonnet 5.5 | $0.00014 | $0.00290 |
| Haiku 4.5 | $0.00007 | $0.00145 |
Grade A, and why
opencli-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 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 — 134 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLI-EXPLORER — 适配器探索式开发完全指南
从零到发布:API 发现 → 认证策略 → 写适配器 → 测试验证。
先选路径
| 情况 | 走这里 |
|---|---|
| 只要为一个具体页面生成一个命令 | opencli-oneshot skill |
| 想先让机器自动试一遍 | opencli generate <url> [--goal <goal>],失败再回来 |
| 新站点 / 多个命令 / oneshot 卡住了 | 继续往下读本文档 |
核心流程
┌─────────────┐ ┌─────────────┐ ┌──────────────┐ ┌────────┐
│ 1. 发现 API │ ──▶ │ 2. 选择策略 │ ──▶ │ 3. 写适配器 │ ──▶ │ 4. 测试 │
└─────────────┘ └─────────────┘ └──────────────┘ └────────┘
browser explore cascade TS cli() API verify
AI Agent 必读:必须用浏览器探索
必须通过浏览器打开目标网站去探索! 不要只靠静态分析。 很多 API 是懒加载的——字幕、评论、关注列表等深层数据只有点击后才触发。
浏览器探索工作流
| 步骤 | 命令 | 做什么 |
|---|---|---|
| 0. 打开页面 | opencli browser open <url> |
导航到目标页面 |
| 1. 观察元素 | opencli browser state |
查看可交互元素 |
| 2. 首次抓包 | opencli browser network |
列出捕获的 JSON API |
| 3. 模拟交互 | opencli browser click <N> |
点击按钮触发懒加载 |
| 4. 二次抓包 | opencli browser network |
找出新触发的 API |
| 5. 查看响应 | opencli browser network --detail <N> |
查看完整响应体 |
Step 1: 发现 API
关注:URL pattern、Method、Request Headers、Response Body 路径
高阶捷径
- 后缀爆破法 (
.json):Reddit、雪球等,URL 加.json直接拿 REST 数据 - 全局状态法 (
__INITIAL_STATE__):SSR 站点首页数据挂载在 window 上 - 主动交互触发法:懒加载 API 需要点击按钮才触发
- 框架 Store 截断:Vue + Pinia 站点,Store Action 绕过签名
- XHR/Fetch 拦截:最后手段
Step 2: 选择认证策略
opencli cascade https://api.example.com/hot # 自动探测
| Tier | 策略 | 速度 | 实例 |
|---|---|---|---|
| 1 | public |
⚡ ~1s | Hacker News, V2EX |
| 2 | cookie |
🔄 ~7s | Bilibili, Zhihu, Reddit |
| 2.5 | localStorage Bearer |
🔄 ~7s | Slock, Linear, Notion |
| 3 | header |
🔄 ~7s | Twitter GraphQL |
| 4 | intercept |
🔄 ~10s | 小红书 (Pinia + XHR) |
| 5 | ui |
🐌 ~15s+ | 遗留网站 |
Step 3: 编写适配器
所有适配器统一使用 cli() API,放入 clis/<site>/<name>.js 即自动注册。
import { cli, Strategy } from '@jackwener/opencli/registry';
cli({
site: 'mysite',
name: 'mycommand',
description: '一句话描述',
domain: 'www.example.com',
strategy: Strategy.COOKIE,
browser: true,
args: [{ name: 'limit', type: 'int', default: 20 }],
columns: ['rank', 'title', 'value'],
func: async (page, kwargs) => {
await page.goto('https://www.example.com');
const data = await page.evaluate(`(async () => {
const res = await fetch('/api/items', { credentials: 'include' });
const d = await res.json();
return d.data?.items || [];
})()`);
return (data as any[]).slice(0, kwargs.limit).map((item, i) => ({
rank: i + 1,
title: item.title || '',
value: item.value || '',
}));
},
});
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 · 134 lines · 68 tokens per session scan A cf10ca6949d4
opencli-explorer is a skill published in the GitHub repository zxfccmm4/Obsidian-OpenCode-Knowledge (300 stars, last pushed 21d ago), licensed MIT. It adds 68 tokens to every session and 1,451 once invoked, about $0.0003 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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