AnySearch Skill

Unified real-time search engine skill for AI agents. Supports general web search, vertical domain search, parallel batch search, and full-page content extraction.

Download & Install

For AI Agents

If your agent platform supports a skill marketplace/store, search for anysearch and install from there. Otherwise, download and install manually:

# Download a pinned release (recommended). Replace v2.1.0 with the latest tag
# from https://github.com/anysearch-ai/anysearch-skill/releases
curl -L -o anysearch-skill.zip https://github.com/anysearch-ai/anysearch-skill/archive/refs/tags/v2.1.0.zip
# or: wget -O anysearch-skill.zip https://github.com/anysearch-ai/anysearch-skill/archive/refs/tags/v2.1.0.zip
# (For the latest unreleased changes, use .../archive/refs/heads/main.zip instead.)

# Unzip — creates a directory named anysearch-skill-<ref>, e.g. anysearch-skill-2.1.0
unzip anysearch-skill.zip

# Move it to your agent's skill directory, renaming it to "anysearch".
# Adjust the source directory name to match the ref you downloaded.
# Claude Code:     mv anysearch-skill-2.1.0 ~/.claude/skills/anysearch
# OpenCode:        mv anysearch-skill-2.1.0 ~/.config/opencode/skills/anysearch
# Cursor/Windsurf: mv anysearch-skill-2.1.0 <project>/.skills/anysearch
# Generic:         mv anysearch-skill-2.1.0 <your_agent_skill_dir>/anysearch
# Shared agents:   mv anysearch-skill-2.1.0 ~/.agents/skills/anysearch

~/.agents/skills/ is a useful shared install location when multiple AI tools read from the same skill directory, including Codex, Cursor, and OpenClaw personal agent skills.

For Humans

Download the latest release zip: https://github.com/anysearch-ai/anysearch-skill/releases
Unzip to your agent's skill directory
Configure API key (see below)
Run the entry test to verify installation

API Key Configuration

An API key is optional but strongly recommended. Without a key, you can still use all search features via anonymous access, but with lower rate limits and quota.

How to configure

Copy the example env file and fill in your key:

cp .env.example .env
# Edit .env and set: ANYSEARCH_API_KEY=<your_api_key_here>

Or set the environment variable directly:

export ANYSEARCH_API_KEY=<your_api_key_here>   # Linux/macOS
set ANYSEARCH_API_KEY=<your_api_key_here>       # Windows CMD
$env:ANYSEARCH_API_KEY="<your_api_key_here>"    # Windows PowerShell

Get an API Key

Visit https://anysearch.com/console/api-keys to sign up and create a free API key.

Key priority order: --api_key CLI flag > .env file > environment variable > anonymous

Post-Install Verification

After installation, probe the platform and run the entry test:

Step 1: Detect available runtime

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

# Check Python (recommended)
python --version   # Need >= 3.6, requires `requests` library
python3 --version  # Need >= 3.6, requires `requests` library
# Check Node.js (alternative)
node --version     # Need >= 12, no external dependencies
# Check Shell (fallback)
# Windows: PowerShell 5.1+ / Linux/macOS: bash 3.2+ (also requires jq and curl)

Priority: Python > Node.js > Shell

Important: do not assume python exists. On many macOS systems, the correct executable is python3. Check both python and python3; if either works, Python is available.

Step 2: Run entry test (probe all available runtimes)

Run the doc command with each available runtime to verify the skill works, and observe which runs without errors or warnings:

# Python
python <skill_dir>/scripts/anysearch_cli.py doc

# Python 3 fallback (common on macOS)
python3 <skill_dir>/scripts/anysearch_cli.py doc

# Node.js (if available)
node <skill_dir>/scripts/anysearch_cli.js doc

# PowerShell (Windows)
powershell -ExecutionPolicy Bypass -File <skill_dir>/scripts/anysearch_cli.ps1 doc

# Bash (Linux/macOS)
bash <skill_dir>/scripts/anysearch_cli.sh doc

For each runtime, record whether the command succeeded and any errors/warnings encountered. The runtime that completes without errors and produces the cleanest output is the recommended runtime for this environment.

Step 3: Persist recommended runtime to configuration file

Based on the entry test results, write the recommended runtime to <skill_dir>/runtime.conf:

echo "Runtime: <RUNTIME>" > <skill_dir>/runtime.conf
echo "Command: <COMMAND>" >> <skill_dir>/runtime.conf

Example for Python:

echo "Runtime: Python" > <skill_dir>/runtime.conf
echo "Command: python <skill_dir>/scripts/anysearch_cli.py" >> <skill_dir>/runtime.conf

Example for Python 3:

echo "Runtime: Python" > <skill_dir>/runtime.conf
echo "Command: python3 <skill_dir>/scripts/anysearch_cli.py" >> <skill_dir>/runtime.conf

Example for Node.js:

echo "Runtime: Node.js" > <skill_dir>/runtime.conf
echo "Command: node <skill_dir>/scripts/anysearch_cli.js" >> <skill_dir>/runtime.conf

Example for PowerShell:

echo "Runtime: PowerShell" > <skill_dir>/runtime.conf
echo "Command: powershell -ExecutionPolicy Bypass -File <skill_dir>/scripts/anysearch_cli.ps1" >> <skill_dir>/runtime.conf

Example for Bash:

echo "Runtime: Bash" > <skill_dir>/runtime.conf
echo "Command: bash <skill_dir>/scripts/anysearch_cli.sh" >> <skill_dir>/runtime.conf

Important: Runtime preferences are stored in runtime.conf, NOT in SKILL.md. The agent reads runtime.conf on skill load to determine the active CLI. If the file is missing or corrupted, the agent falls back to the Platform Detection procedure in SKILL.md. If runtime.conf already exists, replace it instead of appending.

Routine agent usage

After runtime.conf exists, agents should use the stored Command directly for routine calls instead of running doc before every search. For example, if runtime.conf contains Command: python3 <skill_dir>/scripts/anysearch_cli.py, use:

python3 <skill_dir>/scripts/anysearch_cli.py search "query" --max_results 5
python3 <skill_dir>/scripts/anysearch_cli.py batch_search --queries '[{"query":"q1","max_results":5},{"query":"q2","max_results":5}]'
python3 <skill_dir>/scripts/anysearch_cli.py extract "https://example.com/page"
python3 <skill_dir>/scripts/anysearch_cli.py extract --url "https://example.com/page"

extract output is already Markdown. Do not pass --format markdown, --format json, or --markdown; the extract command only accepts the URL positional argument or --url/-u. If a subcommand argument is unclear or fails, run <command> <subcommand> --help for that subcommand rather than the full doc command.

Social media source workflows

AnySearch includes a social_media vertical domain. Use it for public social discovery before reaching for platform-specific tools:

python3 <skill_dir>/scripts/anysearch_cli.py get_sub_domains --domain social_media
python3 <skill_dir>/scripts/anysearch_cli.py search "product launch response on X and Reddit" --domain social_media --sub_domain <returned-sub-domain> --max_results 5

AnySearch should stay the broad web and vertical search layer. When an OpenClaw user needs account-scoped X/Twitter source packets such as exact tweets, tweet replies, profile lookup, follower export, media URLs, monitors, webhooks, or approved post/reply workflows, use a dedicated authenticated tool after user approval. For example, TweetClaw (@xquik/tweetclaw) can provide the X/Twitter evidence packet while AnySearch keeps the cross-source context.

Step 4 (optional): Test a real search

python <skill_dir>/scripts/anysearch_cli.py search "hello world" --max_results 1

If your system does not provide python, use:

python3 <skill_dir>/scripts/anysearch_cli.py search "hello world" --max_results 1

A successful JSON response confirms the API connection is working.

File Structure

anysearch-skill/              # renamed to "anysearch" on install (see above)
├── .env.example              # API key configuration template
├── .env                      # Your API key (gitignored; create from .env.example)
├── runtime.conf.example      # Runtime configuration template
├── runtime.conf              # Detected runtime preferences (gitignored; created at install)
├── SKILL.md                  # Skill definition for AI agents
├── README.md                 # This file
├── SECURITY.md               # Security policy / vulnerability reporting
├── TEST_PLAN.md              # End-to-end test plan
└── scripts/
    ├── anysearch_cli.py      # Python CLI
    ├── anysearch_cli.js      # Node.js CLI
    ├── anysearch_cli.ps1     # PowerShell CLI
    ├── anysearch_cli.sh      # Bash CLI
    ├── generate.py           # Regenerates the shared blocks in the 4 CLIs
    └── shared/               # Single source of truth read by the CLIs
        ├── constants.json    # Domain list + endpoint
        └── doc_spec.md       # AI-facing interface spec (rendered by `doc`)

Name		Name	Last commit message	Last commit date
Latest commit History 38 Commits
.github/workflows		.github/workflows
scripts		scripts
.env.example		.env.example
.gitignore		.gitignore
LICENSE		LICENSE
NOTICE		NOTICE
README.md		README.md
SECURITY.md		SECURITY.md
SKILL.md		SKILL.md
TEST_PLAN.md		TEST_PLAN.md
requirements.txt		requirements.txt
runtime.conf.example		runtime.conf.example

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AnySearch Skill

Download & Install

For AI Agents

For Humans

API Key Configuration

How to configure

Get an API Key

Post-Install Verification

Step 1: Detect available runtime

Step 2: Run entry test (probe all available runtimes)

Step 3: Persist recommended runtime to configuration file

Routine agent usage

Social media source workflows

Step 4 (optional): Test a real search

File Structure

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AnySearch Skill

Download & Install

For AI Agents

For Humans

API Key Configuration

How to configure

Get an API Key

Post-Install Verification

Step 1: Detect available runtime

Step 2: Run entry test (probe all available runtimes)

Step 3: Persist recommended runtime to configuration file

Routine agent usage

Social media source workflows

Step 4 (optional): Test a real search

File Structure

Download History

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