AI agent skill · by @lovstudio

Lov Cli2anything

将已授权观察到的网站 API 转成可验证的 OpenAPI、SDK、Swagger 或任务型 CLI。适用于“把这个网站 API 变成 CLI”“生成可调用 Swagger”以及 “turn observed APIs into a CLI”。

Archived 2026-10-23 · Source updated 2026-09-14 · License: MIT. Check the original repository for the latest version.

SKILL.md instructions

# 接口工坊 · API Studio

使用项目内的 cli2anything++ 运行时，把已授权的 API 观察证据转为可回读的
OpenAPI、JavaScript SDK、Swagger UI 或本地 CLI 包。当前内置目标适配器是
ZenMux；其他站点必须先实现并验证目标适配器，不能伪装成已支持。

## Triggers

### Activate when

- “把这个网站的 API 变成 CLI / SDK / OpenAPI。”
- “从 ZenMux 日志接口生成可交互 Swagger。”
- “用 cli2anything++ 分析这份授权的 API discovery 证据。”
- “Turn these authorized observed APIs into a CLI or Swagger bundle.”

### Do not activate when

- 为已有本地应用或源码项目从零设计通用 CLI；使用 `lov-cli-creator`。
- 为 uni-app 新增 FastAPI 聚合网关；使用 `lov-api-creator`。
- 用户无权访问目标账户、流量或接口，或要求导出他人的 Cookie、Token、密钥。
- 只需要调用一份现成 OpenAPI，而不需要发现、生成或封装能力。

## User Profile (cross-session)

Read `skill.yaml` on every invocation. Resolve context in this order: the current
request, project context, `skills.lov-cli2anything.records`, shared preferences,
shared user/workspace Profile, then safe defaults. Keep resolved personal values
out of the portable source.

Persist only a directly stated durable preference, such as a default output mode:

```bash
python3 "$SKILL_DIR/scripts/profile_store.py" record \
  --skill-id lov-cli2anything \
  --path records.output_mode \
  --value '"swagger"' \
  --confirm
```

Report the saved Profile path. Never persist inferred paths, credentials, cookies,
tokens, captured payloads, or private traffic. See `references/user-profile.md`.

## Skill Group Composition

Read `references/skill-composition.md` before invoking an adjacent Skill. This is
a Single Skill backed by the cli2anything++ project; sibling Skills are optional
artifact handoffs and never hidden runtime dependencies.

## Workflow (MANDATORY)

Follow these steps in order. Do not report generated files as usable until their
manifest, OpenAPI document, runtime source, and tests have been checked.

### Step 0: Resolve runtime context

1. Resolve `SKILL_DIR` from the active Skill context.
2. Verify these required resources exist:
   - `scripts/cli2anything.py`
   - `scripts/profile_store.py`
   - `references/skill-composition.md`
3. Read the shared Profile for `lov-cli2anything`.
4. Confirm Node.js 20+ is available by running `node --version`.

If a required resource is missing, name its relative path and stop before
producing a partial result.

### Step 1: Establish target, authority, and output

- Identify the target host, intended API workflow, filter keyword, discovery
  evidence, and desired output: `bundle`, `swagger`, or `cli`.
- Confirm the user owns the account/traffic or is otherwise authorized before any
  live browser-session or traffic discovery step. Existing public or user-supplied
  discovery artifacts may be processed offline.
- Current built-in target: `zenmux.ai`. For another host, inspect the project and
  report that a target adapter is required; do not claim generic support exists.
- Default to offline supplied evidence when available. Never copy browser cookies
  or tokens into Skill files, generated examples, logs, or Profile records.

### Step 2: Generate the requested artifact

Run the project through the portable wrapper:

```bash
python3 "$SKILL_DIR/scripts/cli2anything.py" zenmux.ai \
  --filter-keyword log \
  --discovery artifacts/zenmux-discovered.json \
  --out generated/zenmux-ai-log
```

For Swagger without opening a browser:

```bash
python3 "$SKILL_DIR/scripts/cli2anything.py" zenmux.ai \
  --filter-keyword log \
  --output swagger \
  --no-open \
  --discovery artifacts/zenmux-discovered.json \
  --out generated/zenmux-ai-log
```

Use `--output cli` only when a task-focused generated CLI is requested. Do not
run `npm link` unless local installation is part of the current request; pass
`--no-link` for generation-only work.

### Step 3: Validate the result

For a generated bundle, verify:

- `manifest.json` names the expected target and scope;
- `openapi.json` parses as OpenAPI 3.1 and contains the expected operations;
- `api-graph.json` contains the workflow edges required by the selected scope;
- `sdk/index.mjs` and any generated CLI entrypoint pass `node --check`;
- Swagger mode writes `swagger/index.html`, `swagger/drilldown.html`, and
  `swagger/server.mjs` without embedding cookies or API keys.

Run the maintained project regression suite after behavior changes:

```bash
python3 "$SKILL_DIR/scripts/cli2anything.py" --project-test
```

Report the concrete output directory, selected target/scope, validation result,
and any missing target adapter or live authorization evidence.

## Dependencies

- Python 3.8+ for the Skill wrapper and Profile reader.
- Node.js 20+ and npm dependencies declared by cli2anything++.
- An authorized account/browser session only for live browser-session workflows.
- No third-party credentials are required for offline generation from an existing
  discovery artifact.