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-serp-content-gap-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-serp-content-gap-zh)<a href="https://agentmods.dev/skills/searchcans/searchcans-skills-zh/searchcans-serp-content-gap-zh"><img src="https://agentmods.dev/badge/skills/searchcans/searchcans-skills-zh/searchcans-serp-content-gap-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-serp-content-gap-zh"><img src="https://agentmods.dev/badge/skills/searchcans/searchcans-skills-zh/searchcans-serp-content-gap-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 | $0.00092 | $0.00887 |
| Opus 5 | $0.00046 | $0.00443 |
| Sonnet 5 | $0.00018 | $0.00177 |
| Haiku 4.5 | $0.00009 | $0.00089 |
Grade A, and why
searchcans-serp-content-gap-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 中文 SERP 内容差距分析
将当前、地域化 SERP 转化为基于已观察结果特征的简洁内容决策简报。输出只是研究快照，不是排名跟踪保证，也不代表每个 SERP 都会出现所有功能模块。
定义搜索市场
收集目标关键词、搜索引擎、国家/地区、语言、目标受众，以及用户希望改进的页面或产品。地域化重要时，必须同时使用 country 和 language，不得悄悄替换为默认市场。
在执行环境中设置 SEARCHCANS_API_KEY，不得写入文件或 Git 提交。
收集 SERP 证据
先跑一页。只有分析确有需要时才请求更多页；--page 3 会请求第 1–3 页并消耗额外搜索积分。脚本默认最多重试两次且仅重试瞬时失败；更重视节省积分时使用 --retries 1。
多页任务默认使用 --account-mode auto 进行一次 Account API 预检，并按可用余额限制实际抓取页数。使用 --account-mode warn 可观察预算但不改变范围，enforce 会在预算不足时停止，cap 对任意页数强制收缩，off 跳过账户检查。报告仅保留脱敏的 account_guard 摘要，不会包含账户邮箱或 API Key。
python scripts/serp_content_gap.py "最佳 SERP API" \
--engine google --country cn --language zh --page 1 --out serp-evidence.json
使用 references/content-brief.md 解读 JSON：用 organic 识别竞争页面，people_also_ask 识别问题需求，related_searches 扩展主题；仅当时效相关时才使用 top_stories。
解释证据前，先检查 status 和 request：
ok：可以分析返回的 SERP 快照。no_results：报告该关键词和市场未观察到结果；不得宣称没有需求或没有机会。只有取得用户同意后才调整查询。failed：展示api_code、api_message和重试次数。失败请求不得被写成内容简报。blocked：Account Guard 在 SERP 请求前停止任务。报告请求范围和预算决策；不得猜测 SERP 结论。
写内容机会简报
应交付：
- 市场和查询定义。
- 观察到的 SERP 意图与主导页面类型。
- 领先域名和内容角度，并附 URL。
- 基于 PAA 或相关搜索的问题与子主题机会。
- 建议的内容结构、差异化角度，以及需要通过 Reader API 验证的证据缺口。
不得根据单次 SERP 快照推断搜索量、流量、排名变化或竞争对手的商业结果。所有摘要都是线索；形成事实主张前必须读取完整页面进行验证。
官网
资源
scripts/serp_content_gap.py：检索本地化 SERP 证据包。references/content-brief.md：规定报告结构与解读边界。
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 · 60 lines · 92 tokens per session scan A e5cde21a876a
searchcans-serp-content-gap-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 92 tokens to every session and 887 once invoked, about $0.0005 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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