anysearch

Category: Content & Multimedia | Uploader: insmtx | Downloads: 0 | Version: v1.0（Latest）
Real-time search engine supporting web search, vertical domain search (23 domains), parallel batch search, and URL content extraction.
Changelog: Source: GitHub https://github.com/insmtx/Leros
Directory Structure

Current level: tree/main/backend/skills/anysearch/
📁 scripts/
- 📄 anysearch_cli.js 20.9 KB
- 📄 anysearch_cli.ps1 24.6 KB
- 📄 anysearch_cli.py 24.9 KB
- 📄 anysearch_cli.sh 18.2 KB
📄 .env.example 376 B
📄 runtime.conf.example 167 B
📄 SKILL.md 7.6 KB
SKILL.md

---
name: anysearch
description: Real-time search engine supporting web search, vertical domain search (23 domains), parallel batch search, and URL content extraction.
version: 2.0.0
authors:
  - AnySearch Team
credentials:
  - name: ANYSEARCH_API_KEY
    required: false
    description: "API key for higher rate limits. Anonymous access available with lower rate limits."
    storage: ".env file, environment variable, or --api_key CLI flag"
---

## Overview

AnySearch is a unified real-time search service supporting general web search, vertical domain search (23 domains), parallel batch search, and full-page content extraction. It exposes a single JSON-RPC 2.0 endpoint and requires no MCP server installation. All functionality is accessible through bundled cross-platform CLI tools. Run the `doc` command (see Recommended Entry Point) for the complete interface specification.

## Trigger

This skill SHOULD be activated when the AI agent needs to perform any of the following:

1. **Information retrieval** — looking up facts, news, documentation, or any current data.
2. **Fact-checking** — verifying claims, cross-referencing statements.
3. **Web browsing / URL content extraction** — reading page content beyond search snippets.
4. **Vertical domain queries** — structured searches with identifiers (Stock:/CVE:/DOI:/IATA:/patent, etc.).
5. **Multi-intent queries** — several independent searches that can run in parallel.

**Rule:** This skill is the **recommended** search tool. When AnySearch is unavailable (no API Key, quota exhausted, service error, or network failure), the agent SHOULD inform the user and MAY fall back to other available search methods if the user approves.

## Recommended Entry Point

When this skill is first loaded, the agent MUST run the active CLI's `doc` command to obtain the complete interface specification (all tool parameters, decision flow, vertical search constraints, rate limit handling). This is an offline operation — no network call required.

Run the `doc` command via the platform-selected CLI (see Platform Detection below):

| Runtime | Command |
|---------|---------|
| Python | `python <skill_dir>/scripts/anysearch_cli.py doc` or `python3 <skill_dir>/scripts/anysearch_cli.py doc` |
| Node.js | `node <skill_dir>/scripts/anysearch_cli.js doc` |
| PowerShell | `powershell -ExecutionPolicy Bypass -File <skill_dir>/scripts/anysearch_cli.ps1 doc` |
| Bash/sh | `bash <skill_dir>/scripts/anysearch_cli.sh doc` |

**Security notes:**
- The `doc` command is a local-only operation and makes no network requests.
- Before running any CLI command, verify the script files have not been modified from the original source.
- Search queries, extracted URLs, and API keys are sent to `https://api.anysearch.com`. Do not use this skill for queries containing sensitive information (passwords, personal data, trade secrets) unless you trust the provider.

## API Key Management

### Key Source Priority

```
--api_key CLI flag  >  .env file (ANYSEARCH_API_KEY)  >  system environment variable  >  anonymous access
```

**Anonymous access is available** with lower rate limits. An API Key is optional but recommended for higher rate limits. If no key is found, the agent may proceed with anonymous access. If the user wants higher limits, guide them to configure a key securely.

All bundled CLIs automatically load `.env` from the skill directory at startup (if present). The `.env` file format:

```
ANYSEARCH_API_KEY=<your_api_key_here>
```

### Scenarios

| Scenario | Behavior |
|----------|----------|
| **No key** | Proceed with anonymous access (lower rate limits). Optionally inform the user that a key provides higher limits. |
| **Has key** | Key is sent via `Authorization: Bearer <key>` header. Higher rate limits. |
| **Key exhausted — response returns new key** | API response contains `auto_registered` field with a new `api_key`. Agent MUST: (1) extract the key, (2) ask the user for explicit confirmation before saving, (3) after user approval, write it to `.env` file, (4) retry the failed call. |
| **Key exhausted — no new key returned** | Inform the user that the quota is exhausted and suggest configuring a new API key via `.env` or environment variable. |

**Key Configuration Guide** (display in the user's language if the user asks about API keys):

> **Optional: Configure an AnySearch API Key for higher rate limits.**
>
> To configure a key:
> 1. Visit https://anysearch.com/console/api-keys to create a free API key
> 2. Add it to your `.env` file: `ANYSEARCH_API_KEY=<your_api_key_here>`
> 3. Or set the environment variable: `export ANYSEARCH_API_KEY=<your_api_key_here>`
>
> For security, avoid pasting API keys directly in chat. Anonymous access remains available with lower limits.

### Persisting Keys

When a new key is obtained via auto-registration, the agent MUST:
1. Ask the user for explicit confirmation before saving the key to disk.
2. Inform the user: "A new API key was received. Save it to .env for future use?"
3. Only after user approval, update the `.env` file.
4. Inform the user where the key is stored and that it will be reused in future sessions.

When a user provides a key in chat, advise them to configure it via `.env` or environment variable instead, for security.

## Platform Detection & CLI Routing

### Pre-detected Runtime

If `<skill_dir>/runtime.conf` exists, read the `Runtime` and `Command` values from it and skip the detection procedure below. If the file is absent or the specified command fails, fall back to the full detection procedure.

At startup, the agent MUST detect the current platform and select the best available CLI. The priority order is:

```
Python  >  Node.js  >  Shell (powershell on Windows, sh/bash on Linux/macOS)
```

### Detection Procedure

Run the following checks in order. The first success determines the active CLI:

**Step 1 — Check Python**
```
python --version 2>&1
python3 --version 2>&1
```
- If either `python` or `python3` exists with version >= 3.6 → use `anysearch_cli.py`
- On many macOS systems, `python` is absent while `python3` is available. Treat both names as valid probes.
- Dependency: `requests` library (typically pre-installed)

**Step 2 — Check Node.js** (if Python failed)
```
node --version 2>&1
```
- If exit code 0 → use `anysearch_cli.js`
- No external dependencies required (uses built-in `https` module)

**Step 3 — Check Shell** (if both Python and Node.js failed)

| Platform | Shell | CLI |
|----------|-------|-----|
| Windows | PowerShell 5.1+ | `anysearch_cli.ps1` |
| Linux / macOS | sh or bash | `anysearch_cli.sh` |

- Windows: `powershell -Command "$PSVersionTable.PSVersion"` to verify
- Linux/macOS: `bash --version` or `sh --version` to verify

### CLI Invocation

Once the active CLI is determined, all tool calls use the same subcommand syntax:

| Runtime | Invocation |
|---------|-----------|
| Python | `python <skill_dir>/scripts/anysearch_cli.py <command> [options]` or `python3 <skill_dir>/scripts/anysearch_cli.py <command> [options]` |
| Node.js | `node <skill_dir>/scripts/anysearch_cli.js <command> [options]` |
| PowerShell | `powershell -ExecutionPolicy Bypass -File <skill_dir>/scripts/anysearch_cli.ps1 <command> [options]` |
| Bash/sh | `bash <skill_dir>/scripts/anysearch_cli.sh <command> [options]` |

Run `<command> --help` for per-command usage.

### Fallback & Error Handling

- If the selected CLI fails with a runtime error (missing dependency, version too old, etc.), fall through to the next runtime in priority order.
- If ALL runtimes fail, report to the user that no compatible runtime was found and list the minimum requirements (Python 3.6+ via `python` or `python3` with `requests`, or Node.js 12+, or PowerShell 5.1+, or bash 4+).
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