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-content-format-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-content-format-brief-zh)<a href="https://agentmods.dev/skills/searchcans/searchcans-skills-zh/searchcans-content-format-brief-zh"><img src="https://agentmods.dev/badge/skills/searchcans/searchcans-skills-zh/searchcans-content-format-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-content-format-brief-zh"><img src="https://agentmods.dev/badge/skills/searchcans/searchcans-skills-zh/searchcans-content-format-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 | $0.00064 | $0.00552 |
| Opus 5 | $0.00032 | $0.00276 |
| Sonnet 5 | $0.00013 | $0.00110 |
| Haiku 4.5 | $0.00006 | $0.00055 |
Grade A, and why
searchcans-content-format-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 内容形式简报
映射一个地域化查询当前返回的网页、图片、视频和短视频页面形式。结果是规划用的形式清单，不是流量预测、排名保证、互动报告或内容复用许可。
收集地域化形式清单
确认主题、目标国家/语言、目标受众和规划决策。默认运行请求四个搜索面：Google 网页、图片、视频和短视频。
python scripts/content_format_brief.py "AI 研究 Agent" \
--country us --language zh --max-results 10 \
--out content-format-brief.json
需要回答更窄的问题时，重复使用 --surface 并选择 web、images、videos 或 short-videos。这会明确减少成本和范围。
账户感知范围与解释
默认的 --account-mode auto 为每个选定形式估算一次 SERP 请求，执行脱敏 Account API 预检，在必要时按固定优先级收缩搜索面，并遵循可用 Parallel Lane。warn、enforce 和 off 可选择不同策略。
使用 报告模板 输出：
- 查询、市场、已获取形式和限制。
- 各搜索面已观察到的形式/页面类型模式。
- 作为后续线索的搜索问题和相关搜索。
- 一个内容形式假设，以及仍需要的来源/页面验证。
不得仅凭此输出称某形式“热门”“高互动”“最佳表现”或“排名靠前”。Google 结果展示只是一次观察快照。图片和视频 URL 仅供参考，不代表可复用、所有权或授权。
官网
资源
scripts/content_format_brief.py：生成四搜索面的 JSON 清单。references/content-format-report.md：规划简报结构和边界。
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 · 47 lines · 64 tokens per session scan A 37d5f4975738
searchcans-content-format-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 64 tokens to every session and 552 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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