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 skills add yixinforu/ops-mind-agent --skill web-searchgit clone --depth 1 https://github.com/yixinforu/ops-mind-agentWrote 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/yixinforu/ops-mind-agent/web-search)<a href="https://agentmods.dev/skills/yixinforu/ops-mind-agent/web-search"><img src="https://agentmods.dev/badge/skills/yixinforu/ops-mind-agent/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/yixinforu/ops-mind-agent/web-search"><img src="https://agentmods.dev/badge/skills/yixinforu/ops-mind-agent/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 | $0.00031 | $0.00416 |
| Opus 5 | $0.00015 | $0.00208 |
| Sonnet 5 | $0.00006 | $0.00083 |
| Haiku 4.5 | $0.00003 | $0.00042 |
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
Web Search Skill
Purpose
Use this skill when the user needs recent or public information from the internet, such as official announcements, release notes, documentation updates, news, vulnerability notices, or public best practices.
When To Use
- The user asks for the latest, current, recent, today, this week, or official public information.
- The user asks for product release notes, version updates, official documentation, news, public incidents, or vendor announcements.
- Internal documentation is not enough and the answer depends on public information outside the private knowledge base.
Tool To Call
- Read this skill first, then call
searchWeb.
Response Rules
- Summarize the search findings instead of copying long passages.
- Always keep and cite the source links in the answer.
- Prefer official websites, vendor documentation, project release pages, or high-quality public references.
- When the user asks for latest, current, recent, today, or this week information, prioritize the newest results by published date or last updated date.
- If the returned results are older than the user's requested time range, explicitly say that the available sources are not from today or not from the latest period.
- Mention exact dates when answering time-sensitive questions instead of vague wording.
- If no reliable result is found, state that clearly and do not fabricate external facts.
- Do not treat public search results as internal company facts.
Limits
- This skill is for public internet information, not for private internal procedures.
- For internal SOP, platform operations, or company-specific knowledge, prefer the internal docs tool.
Examples
- "Spring AI 最新版本是什么？"
- "帮我查一下 Kubernetes 官方文档关于 liveness probe 的说明。"
- "近期有没有关于某中间件漏洞的官方公告？"
- "帮我看一下某产品最新发布说明。"
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 · 44 lines · 31 tokens per session scan A f1656af203b3
web-search is a skill published in the GitHub repository yixinforu/ops-mind-agent (125 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 31 tokens to every session and 416 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.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…
chronicle
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…