Getting it into your agent
There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.
Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aisa-team/agent-skills/web-search)<a href="https://agentmods.dev/skills/aisa-team/agent-skills/web-search"><img src="https://agentmods.dev/badge/skills/aisa-team/agent-skills/web-search/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aisa-team/agent-skills/web-search"><img src="https://agentmods.dev/badge/skills/aisa-team/agent-skills/web-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00043 | $0.00494 |
| Opus 5 | $0.00022 | $0.00247 |
| Sonnet 5 | $0.00009 | $0.00099 |
| Haiku 4.5 | $0.00004 | $0.00049 |
Grade A, and why
web-search scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
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.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 56 lines · 43 tokens per session scan A 0d392b03c562
web-search is a skill published in the GitHub repository AIsa-team/agent-skills (24 stars, last pushed 2d ago), licensed Apache-2.0. It adds 43 tokens to every session and 494 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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