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anysearch
Real-time search engine supporting web search, vertical domain search (23 domains), parallel batch search, and URL content extraction.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Real-time search engine supporting web search, vertical domain search (23 domains), parallel batch search, and URL content extraction.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Create recurring multi-topic news briefings with customizable cadence, topic mix, ranking, verification, source-backed summaries, and optional claim interrogation, insight extension, signal commentary, and cross-run tracking. Use when Codex needs to collect, deduplicate, rank, verify, summarize, or prepare daily, weekly, or custom-cycle digests across general news, AI, politics, business, culture, sports, and user-defined subjects, including requests for deeper interpretation after the news. Default to full mode, which runs the complete collect-sort-verify-write workflow. On a user's first use, resolve the topic contract before search begins, and explicitly help the user choose broad themes or define specialty topics with enough scope, keywords, geography, and watch priorities to support repeatable monitoring. This skill should work as a standalone workflow by default, and only treat other installed skills as optional enhancements.
Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.
| 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"}] |
When an AI agent is asked by the user to install this skill, follow the workflow below:
Before writing any file or running any shell command, confirm with the user:
~/.openclaw/skills/anysearch/)Check whether the agent's core instructions already declare a trigger rule for AnySearch. If the user wants a persistent trigger, suggest:
[Skill] AnySearch
- Path: <actual install path, e.g. ~/.openclaw/skills/anysearch/SKILL.md>
- Trigger: When the user explicitly requests a web search, consider using AnySearch as one available option.
Only add this if the user opts in. Do not make AnySearch the exclusive or default search provider.
When done, reply to the user with:
✅ AnySearch has been installed. For future online lookups, I can use this skill as one available option.
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.
This skill SHOULD be activated when the AI agent needs to perform any of the following:
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.
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 |
| 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:
doc command is a local-only operation and makes no network requests.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 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>
| 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:
- Visit https://anysearch.com/console/api-keys to create a free API key
- Add it to your
.envfile:ANYSEARCH_API_KEY=<your_api_key_here>- 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.
When a new key is obtained via auto-registration, the agent MUST:
.env file.When a user provides a key in chat, advise them to configure it via .env or environment variable instead, for security.
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)
Run the following checks in order. The first success determines the active CLI:
Step 1 — Check Python
python --version 2>&1
anysearch_cli.pyrequests library (typically pre-installed)Step 2 — Check Node.js (if Python failed)
node --version 2>&1
anysearch_cli.jshttps 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 |
powershell -Command "$PSVersionTable.PSVersion" to verifybash --version or sh --version to verifyOnce 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] |
| 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.
requests, or Node.js 12+, or PowerShell 5.1+, or bash 4+).