| name | web-search |
| description | Search the web using AIsa Scholar Web endpoint. Returns structured web results with titles, URLs, and snippets. Use when: the user needs web search, research, source discovery, or content extraction. |
| compatibility | Designed for Agent Skills compatible clients such as OpenClaw, Claude Code, Hermes, and GitHub-backed skill catalogs. Requires system binaries python3, environment variables AISA_API_KEY and internet access to api.aisa.one. |
| metadata | {"aisa":{"emoji":"🔎","requires":{"bins":["python3"],"env":["AISA_API_KEY"]},"primaryEnv":"AISA_API_KEY","compatibility":"Designed for Agent Skills compatible clients such as OpenClaw, Claude Code, Hermes, and GitHub-backed skill catalogs. Requires system binaries python3, environment variables AISA_API_KEY and internet access to api.aisa.one."}} |
AIsa Web Search
Search the web using the AIsa Scholar Web Search endpoint. Returns structured results with titles, URLs, and content snippets.
Setup
This skill requires the AISA_API_KEY environment variable. When installed as a Claude plugin, the key is configured via the plugin's userConfig.
Usage
Run the search client with the web subcommand:
python3 ${CLAUDE_PLUGIN_ROOT}/skills/web-search/scripts/search_client.py web --query "<search query>" --count <max_results>
Arguments
| Argument | Required | Default | Description |
|---|
--query / -q | Yes | — | The search query string |
--count / -c | No | 10 | Maximum number of results (1–100) |
Example
python3 ${CLAUDE_PLUGIN_ROOT}/skills/web-search/scripts/search_client.py web --query "latest AI agent frameworks 2026" --count 5
Output
The script prints structured results including:
- Title — Page title
- URL — Direct link to the source
- Snippet — Content excerpt relevant to the query
When to Use
Use this skill when the user asks to search the web, find information online, look up recent events, or needs general web results. This is the most versatile search tool for broad queries.
