Agent skill · Audited from source
qiaomu-opencli-oneshot
skill · joeseesun/opencli-skillMIT licenceAudited 24 Oct 2026 · source ccd4e8bab454
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit ccd4e8bab454 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when quickly generating a single OpenCLI command from a specific URL and goal description. 4-step process — open page, capture API, write TS adapter, test. For full site exploration, use opencli-explorer instead.
Cite
Cite this page
ModelsAtlas. “qiaomu-opencli-oneshot (joeseesun/opencli-skill)”. Retrieved 24 Oct 2026. https://modelsatlas.com/skills/joeseesun/qiaomu-opencli-oneshot
Trust audit
Audit 0.4.1 · source read 24 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha ccd4e8bab454 · 24 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherjoeseesun GitHub userOwner of the repository this skill is read from
- Source folderjoeseesun/opencli-skill/qiaomu-opencli-oneshotThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdictccd4e8bab454A new audit runs when the source changes
- Repository statusNot archivedLast push 198 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Use when quickly generating a single OpenCLI command from a specific URL and goal description. 4-step process — open page, capture API, write TS adapter, test. For full site exploration, use opencli-explorer instead.
---
name: qiaomu-opencli-oneshot
description: Use when quickly generating a single OpenCLI command from a specific URL and goal description. 4-step process — open page, capture API, write TS adapter, test. For full site exploration, use opencli-explorer instead.
author: joeseesun
upstream: jackwener/opencli
tags: [opencli, adapter, quick-start, ts, cli, one-shot, automation]
---
# CLI-ONESHOT — 单点快速 CLI 生成
> 给一个 URL + 一句话描述,4 步生成一个 CLI 命令。
> 完整探索式开发请看 [opencli-explorer skill](../opencli-explorer/SKILL.md)。
---
## 输入
| 项目 | 示例 |
|------|------|
| **URL** | `https://x.com/jakevin7/lists` |
| **Goal** | 获取我的 Twitter Lists |
---
## 流程
### Step 1: 打开页面 + 抓包
```
1. browser_navigate → 打开目标 URL
2. 等待 3-5 秒(让页面加载完、API 请求触发)
3. browser_network_requests → 筛选 JSON API
```
**关键**:只关注返回 `application/json` 的请求,忽略静态资源。
如果没有自动触发 API,手动点击目标按钮/标签再抓一次。
### Step 2: 锁定一个接口
从抓包结果中找到**那个**目标 API。看这几个字段:
| 字段 | 关注什么 |
|------|----------|
| URL | API 路径 pattern(如 `/i/api/graphql/xxx/ListsManagePinTimeline`) |
| Method | GET / POST |
| Headers | 有 Cookie? Bearer? CSRF? 自定义签名? |
| Response | 数据在哪个路径(如 `data.list.lists`) |
### Step 3: 验证接口能复现
在 `browser_evaluate` 中用 `fetch` 复现请求:
```javascript
// Tier 2 (Cookie): 大多数情况
fetch('/api/endpoint', { credentials: 'include' }).then(r => r.json())
// Tier 3 (Header): 如 Twitter 需要额外 header
const ct0 = document.cookie.match(/ct0=([^;]+)/)?.[1];
fetch('/api/endpoint', {
headers: { 'Authorization': 'Bearer ...', 'X-Csrf-Token': ct0 },
credentials: 'include'
}).then(r => r.json())
```
如果 fetch 能拿到数据 → 用 TS adapter(`cli()` pipeline 或 `func()`)。
如果 fetch 拿不到(签名/风控)→ 用 intercept 策略(TS `func()` + `installInterceptor`)。
### Step 4: 套模板,生成 adapter
根据 Step 3 判定的策略,选一个模板生成文件。
---
## 认证速查
```
fetch(url) 直接能拿到? → Tier 1: public (TS pipeline, browser: false)
fetch(url, {credentials:'include'})? → Tier 2: cookie (TS pipeline 或 func())
加 Bearer/CSRF header 后拿到? → Tier 3: header (TS func())
都不行,但页面自己能请求成功? → Tier 4: intercept (TS func(), installInterceptor)
```
---
## 模板
### TS — Cookie/Public(最简,`func()` 模式)
```typescript
// clis/<site>/<name>.ts
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, // 或 Strategy.PUBLIC (加 browser: false)
browser: true,
args: [
{ name: 'limit', type: 'int', default: 20 },
],
columns: ['rank', 'title', 'value'],
func: async (page, kwargs) => {
await page.goto('https://www.example.com/target-page');
const data = await page.evaluate(`(async () => {
const res = await fetch('/api/target', { credentials: 'include' });
const d = await res.json();
return (d.data?.items || []).map(item => ({
title: item.title,
value: item.value,
}));
})()`);
return (data as any[]).slice(0, kwargs.limit).map((item, i) => ({
rank: i + 1,
title: item.title || '',
value: item.value || '',
}));
},
});
```
### TS — Intercept(抓包模式)
```typescript
// clis/<site>/<name>.ts
import { cli, Strategy } from '@jackwener/opencli/registry';
cli({
site: 'mysite',
name: 'mycommand',
description: '一句话描述',
domain: 'www.example.com',
strategy: Strategy.INTERCEPT,
browser: true,
args: [
{ name: 'limit', type: 'int', default: 20 },
],
columns: ['rank', 'title', 'value'],
func: async (page, kwargs) => {
// 1. 导航
await page.goto('https://www.example.com/target-page');
await page.wait(3);
// 2. 注入拦截器(URL 子串匹配)
await page.installInterceptor('target-api-keyword');
// 3. 触发 API(滚动/点击)
await page.autoScroll({ times: 2, delayMs: 2000 });
// 4. 读取拦截的响应
const requests = await page.getInterceptedRequests();
if (!requests?.length) return [];
let results: any[] = [];
for (const req of requests) {
const items = req.data?.data?.items || [];
results.push(...items);
}
return results.slice(0, kwargs.limit).map((item, i) => ({
rank: i + 1,
title: item.title || '',
value: item.value || '',
}));
},
});
```
### TS — Header(如 Twitter GraphQL)
```typescript
import { cli, Strategy } from '@jackwener/opencli/registry';
cli({
site: 'twitter',
name: 'mycommand',
description: '一句话描述',
domain: 'x.com',
strategy: Strategy.HEADER,
browser: true,
args: [
{ name: 'limit', type: 'int', default: 20 },
],
columns: ['rank', 'name', 'value'],
func: async (page, kwargs) => {
await page.goto('https://x.com');
const data = await page.evaluate(`(async () => {
const ct0 = document.cookie.match(/ct0=([^;]+)/)?.[1];
if (!ct0) return { error: 'Not logged in' };
const bearer = 'AAAAAAAAAAAAAAAAAAAAANRILgAAAAAAnNwIzUejRCOuH5E6I8xnZz4puTs%3D...';
const res = await fetch('/i/api/graphql/QUERY_ID/Endpoint', {
headers: {
'Authorization': 'Bearer ' + decodeURIComponent(bearer),
'X-Csrf-Token': ct0,
'X-Twitter-Auth-Type': 'OAuth2Session',
},
credentials: 'include',
});
return res.json();
})()`);
// 解析 data...
return [];
},
});
```
---
## 测试(必做)
```bash
npm run build # 语法检查
opencli list | grep mysite # 确认注册
opencli mysite mycommand --limit 3 -v # 实际运行
```
---
## 就这样,没了
写完文件 → build → run → 提交。有问题再看 [opencli-explorer skill](../opencli-explorer/SKILL.md)。Excerpt, first 5,483 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit ccd4e8b
git clone https://github.com/joeseesun/opencli-skill git -C opencli-skill checkout ccd4e8bab454
The author documents no install command, so this uses the repository directly. Our verdict covers commit ccd4e8bab454 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
ccd4e8bab454
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Questions about qiaomu-opencli-oneshot
What does the qiaomu-opencli-oneshot skill do?
Is qiaomu-opencli-oneshot safe to install?
What can qiaomu-opencli-oneshot access on my machine?
How current is this page?
Sources
- github.com/joeseesun/opencli-skill/tree/main/qiaomu-opencli-ones — the audited source at commit ccd4e8bab454 and every finding aboveObserved · 24 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the qiaomu-opencli-oneshot skill do?
- Is qiaomu-opencli-oneshot safe to install?
- What can qiaomu-opencli-oneshot access on my machine?