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 SearchCans/searchcans-skills-zh --skill searchcans-product-serp-brief-zhgit clone --depth 1 https://github.com/SearchCans/searchcans-skills-zhWrote 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/searchcans/searchcans-skills-zh/searchcans-product-serp-brief-zh)<a href="https://agentmods.dev/skills/searchcans/searchcans-skills-zh/searchcans-product-serp-brief-zh"><img src="https://agentmods.dev/badge/skills/searchcans/searchcans-skills-zh/searchcans-product-serp-brief-zh/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/searchcans/searchcans-skills-zh/searchcans-product-serp-brief-zh"><img src="https://agentmods.dev/badge/skills/searchcans/searchcans-skills-zh/searchcans-product-serp-brief-zh.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 | $0.00069 | $0.00660 |
| Opus 5 | $0.00034 | $0.00330 |
| Sonnet 5 | $0.00014 | $0.00132 |
| Haiku 4.5 | $0.00007 | $0.00066 |
Grade A, and why
searchcans-product-serp-brief-zh 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 12d 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
SearchCans 商品 SERP 简报
将一个商品查询转为当前、特定市场的观察包。它并列获取 Shopping、网页和图片结果，便于对比商品列表、商家名称、搜索意图和视觉搜索呈现；不得把它写成完整商品目录或实时价格数据库。
定义商品问题
确认查询、目标 country、language 和所支持的决策。若结果用于商品组合或页面规划，优先使用具体商品/品类查询，而不是宽泛的“最佳”查询。
python scripts/product_serp_brief.py "便携式意式咖啡机" \
--country us --language zh --max-products 10 \
--read-url "https://merchant.example/product" \
--out product-brief.json
--read-url 必须明确指定：不得自动抓取 Google Shopping 商品链接或商家页面。只添加本次调查相关、且在来源预算内的 URL。
负责任地使用价格和素材
merchant_observations.observed_numeric_price_range 仅描述选定市场中一页 Google Shopping SERP 上可解析的展示数值。它有时间戳，未做货币归一化，不保证价格、库存、运费、评分、评价或可用性。
图片 URL 与缩略图只是发现线索；被展示不授予下载、复用、训练或再发布任何素材的权限。
使用 报告模板 区分：
- 市场/查询和收集边界。
- 已观察的商品、商家和价格模式。
- 网页与视觉结果中的页面类型信号。
- 由成功 Reader 提取支撑的页面级主张。
- 商业行动前仍需人工验证的缺口。
让账户设置安全范围
默认的 --account-mode auto 只检查一次 Account API，估算三次 SERP 调用和明确 Reader URL，在需要时仅收缩来源读取，并让并发不超过报告的 Parallel Lane。任务有不同预算策略时使用 warn、enforce 或 off。JSON 只包含脱敏后的账户保护字段。
官网
资源
scripts/product_serp_brief.py：获取地域化商品证据包。references/product-brief-report.md：分析简报与注意事项。
What ships with it
4 files 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.
- 12d ago First seen · 53 lines · 69 tokens per session scan A 40f03c607f61
searchcans-product-serp-brief-zh is a skill published in the GitHub repository SearchCans/searchcans-skills-zh (3 stars, last pushed 18d ago), licensed Apache-2.0. It adds 69 tokens to every session and 660 once invoked, about $0.0003 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 2026-08-31.
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