Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/open-gitagent/opengap/web-searchnpx skills add open-gitagent/opengap --skill web-searchgit clone --depth 1 https://github.com/open-gitagent/opengapWhat 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 | $0.00014 | $0.00251 |
| Opus 5 | $0.00007 | $0.00125 |
| Sonnet 5 | $0.00003 | $0.00050 |
| Haiku 4.5 | $0.00001 | $0.00025 |
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 3d 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
Web Search
Search the web for current information on any topic using the Tavily search API.
When to Use
- Searching for recent news, articles, blog posts, and web content
- Finding current statistics, data, and factual information
- Retrieving information that may not be in academic papers or the knowledge base
- Verifying claims with multiple web sources
How to Use
- Formulate a specific, targeted search query (max 400 characters)
- Call
tavily_web_searchwith the query - Review returned results for relevance and quality
- Extract key facts and note the source URL for citation
Result Format
Results are returned in Document XML format:
<Document href="https://example.com/article" title="Article Title">
Content excerpt from the page...
</Document>
Constraints
- Maximum 5 results returned per query
- Query will be truncated to 400 characters
- Search mode: advanced (includes content extraction)
- Each call counts toward the researcher's 8-call limit per task
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.
- 3d ago First seen · 41 lines · 14 tokens per session scan A b0da38369e1d
web-search is a skill published in the GitHub repository open-gitagent/opengap (2,921 stars, last pushed 2mo ago), licensed MIT. It adds 14 tokens to every session and 251 once invoked, about $0.0001 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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