seo-audit
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ChineseOpenSEO SEO Audit
OpenSEO SEO 审核
Goal
目标
Audit a domain and produce a one-page HTML report that anyone, including a complete SEO beginner, can read once and act on. The whole report exists to support ONE action the owner can take this week; everything else is supporting detail.
Use this when asked for an SEO audit or review of a domain, especially when the output is a shareable report for a non-expert. For expert-facing analysis of a competitor or market, use or instead.
competitor-analysiscompetitive-landscape对域名进行审核,生成一份单页HTML报告,即使是完全不懂SEO的新手也能一读就懂并采取行动。整个报告的核心是支持网站所有者本周可以完成的一项任务;其余内容均为辅助细节。
当被要求对某域名进行SEO审核或评估时,尤其是需要面向非专业人士的可分享报告时,使用本流程。如果是面向专业人员的竞品或市场分析,请改用或。
competitor-analysiscompetitive-landscapeRequired inputs
必填输入
- Domain to audit
- (use
projectId; if no project matches the domain, create one withlist_projects)create_project
- 待审核的域名
- (使用
projectId获取;如果没有匹配该域名的项目,使用list_projects创建一个)create_project
OpenSEO MCP tools
OpenSEO MCP 工具
- : confirm connection and remaining credits before spending anything. If OpenSEO is not connected, stop and ask the user to connect it.
whoami - /
list_projects: resolve thecreate_project.projectId - : start the crawl (default page budget), then poll
run_site_auditand readget_audit_status. Useget_audit_issueswhen per-page evidence helps.get_audit_pages - : backlink and referring-domain picture; usually the deciding data for the "one thing".
get_backlinks_overview - : estimated organic traffic and organic keyword count. Skip when the site is clearly dead.
get_domain_overview - : keyword ideas with volume and difficulty, used to propose a starting focus area. One call with 1-3 seeds taken from what the site is actually about. Skip when the site is down.
research_keywords
Keep total spend modest: one audit, one backlinks overview, at most one domain overview, and at most one keyword-research call. Only the overview and keyword lookups spend credits.
- :在消耗额度前确认连接状态和剩余额度。如果OpenSEO未连接,请停止操作并要求用户进行连接。
whoami - /
list_projects:确定create_project。projectId - :启动爬取(使用默认页面预算),然后轮询
run_site_audit并读取get_audit_status。当需要单页证据支持时,使用get_audit_issues。get_audit_pages - :获取外链和引荐域名概况;这通常是确定“核心任务”的关键数据。
get_backlinks_overview - :获取预估自然流量和自然关键词数量。如果网站明显已停用,可跳过此步骤。
get_domain_overview - :获取包含搜索量和难度的关键词建议,用于提出初始聚焦方向。基于网站实际主题选取1-3个种子词进行一次调用。如果网站宕机,可跳过此步骤。
research_keywords
控制总消耗:一次审核、一次外链概况查询,最多一次域名概况查询和一次关键词研究调用。仅域名概况和关键词查询会消耗额度。
Workflow
工作流程
- , then resolve the
whoami.projectId - for the domain. While it crawls, fetch
run_site_audit.get_backlinks_overview - When the crawl finishes, read (and
get_audit_issuesif the site is alive).get_domain_overview - If the audit comes back broken or nearly empty (certificate errors, 5xx, one page crawled): investigate before writing. Check the certificate and redirect variants yourself, and search the web for the business. A dead domain often has a live successor site, which flips the whole recommendation to "redirect the old domain".
- Verify every finding you plan to report against the live page HTML by fetching pages yourself. Report nothing you have not seen evidence for.
- Decide the one thing. Derive it from the data, never from generic advice. Common patterns:
- Clean site, no backlinks: outreach to guests, partners, or directories, with a ready-to-send message.
- Dead domain, live successor site: permanent redirect via hosting support, with the exact sentence to send them.
- Blocked or noindexed pages: remove the block. It must be doable this week by a non-technical person, with copy-paste-ready mechanics included.
- When the site is healthy, propose a starting focus area: run one call seeded from the site's actual topic, then pick one theme and 3 to 5 specific, low-difficulty keywords the site can realistically rank for, each with the page or post to make. This is a starting direction, not a keyword strategy; point the user at the
research_keywordsskill for the full workflow. Skip this step entirely when the site is down — the one thing is all that matters there.keyword-research - Write the report using in this skill directory (see Output format).
template.html - Review before delivering: run an adversarial pass with a second agent or model if your environment has one, otherwise do a fresh self-review. Give the reviewer the verified facts and have it attack four things: claims beyond the facts, unglossed jargon, anything overwhelming for a beginner, and dramatic language. The reviewer may also flag true facts it was not given; check those against your evidence instead of "fixing" them.
- Deliver the report: if your environment can publish or preview HTML (for example as an artifact), do that; otherwise save the HTML file and tell the user to open it in their browser.
- 调用,然后确定
whoami。projectId - 对域名执行。在爬取过程中,获取
run_site_audit数据。get_backlinks_overview - 爬取完成后,读取(如果网站正常运行,同时获取
get_audit_issues)。get_domain_overview - 如果审核结果异常或几乎为空(证书错误、5xx错误、仅爬取到一个页面):在撰写报告前先进行调查。自行检查证书和重定向变体,并在网络上搜索相关业务。已停用的域名通常会有一个活跃的继任网站,此时建议将整个方案调整为“将旧域名重定向至新域名”。
- 针对计划报告的每一项结论,通过自行抓取页面HTML进行验证。未找到证据的内容不得写入报告。
- 确定核心任务。必须基于数据得出结论,而非通用建议。常见模式:
- 网站状态良好但无外链:向访客、合作伙伴或目录平台进行外联,并提供可直接发送的消息模板。
- 域名已停用但有活跃继任网站:通过托管服务商设置永久重定向,并提供可直接发送给服务商的话术。
- 页面被拦截或标记为noindex:移除拦截限制。 核心任务必须是不懂技术的人在本周内即可完成的,且需包含可直接复制使用的操作步骤。
- 如果网站状态良好,提出初始聚焦方向:调用一次,基于网站实际主题选取种子词,然后选择一个主题领域和3-5个网站实际可排名的低难度关键词,每个关键词对应需创建的页面或帖子。这只是一个初始方向,而非完整的关键词策略;如需完整流程,可引导用户使用
research_keywords技能。如果网站宕机,完全跳过此步骤——此时核心任务是唯一重点。keyword-research - 使用本技能目录中的撰写报告(参见输出格式)。
template.html - 交付前审核:如果你的环境支持,可使用第二个Agent或模型进行反向审核;否则进行自我复核。向审核者提供已验证的事实,让其检查四个方面:超出事实的断言、未解释的专业术语、对新手而言过于复杂的内容、夸张表述。审核者可能会指出未提供的真实事实,此时需对照你的证据进行核实,而非直接“修正”。
- 交付报告:如果你的环境支持发布或预览HTML(例如作为工件),则直接发布;否则保存HTML文件并告知用户用浏览器打开即可。
Output format
输出格式
Use next to this file. Fill in content; keep the CSS and structure as they are (light palette only, no dark mode).
template.html- Header: domain as the title, the review date on its own line under it, then a 2-3 sentence summary of the whole report (overall state; the main gap and the one thing; what the report covers).
- Section order: verdict, the one thing, small fixes (5 to 10 max, ordered by impact), where to focus first (healthy sites only), already working, method footer.
- Each fix row shows the exact evidence (a quoted tag or number) and concrete steps a non-technical person can follow.
- "Where to focus first" names one topic area and 3 to 5 keywords, each with its search volume in plain words and the page or post to make. Omit the section when the site is down.
使用本文件旁的。填充内容时,保留原有CSS和结构(仅使用浅色配色,不支持暗色模式)。
template.html- 头部:将域名作为标题,下方单独一行显示审核日期,然后用2-3句话总结整个报告(整体状态;核心差距和核心任务;报告涵盖内容)。
- 章节顺序:结论、核心任务、小修复(最多5-10项,按影响排序)、初始聚焦方向(仅适用于健康网站)、已有成效、方法说明页脚。
- 每个修复条目需显示确切证据(引用标签或数字)以及不懂技术的人可遵循的具体步骤。
- “初始聚焦方向”需列出一个主题领域和3-5个关键词,每个关键词需用通俗易懂的语言说明搜索量,并对应需创建的页面或帖子。如果网站宕机,省略此章节。
Guardrails
约束规则
- Tone: calm and plain. No exclamation points, no drama words, no em dashes, no "Not X. Y." contrasts, no filler. Severity words only where literally true (a down site is critical; a long title is not).
- Gloss every term of art in plain English on first use: canonical, meta description, alt text, crawler, 301, structured data.
- Skip nitpicks that do not matter for the specific site. A beginner report with twenty findings has failed.
- Missing backlink or ranking data means "no recorded data", not a penalty; say so rather than dramatizing it.
- Favor keywords the site can win now: specific intent, low difficulty. Do not list head terms a new site cannot rank for yet.
- Separate what the tools reported from what you verified yourself, and note both in the method footer.
- 语气:冷静、通俗易懂。不要使用感叹号、夸张词汇、破折号、“不是X,而是Y”的对比句式,不要冗余内容。仅在确实符合的情况下使用严重程度词汇(网站宕机属于严重问题;标题过长则不算)。
- 首次出现专业术语时,需用通俗易懂的语言解释:canonical(规范链接)、meta description(元描述)、alt text(替代文本)、crawler(爬虫)、301(永久重定向)、structured data(结构化数据)。
- 跳过对特定网站无关紧要的细节问题。如果给新手的报告包含20项结论,说明这份报告是失败的。
- 缺少外链或排名数据意味着“无记录数据”,而非处罚;需如实说明,不要夸张表述。
- 优先选择网站当前可获得排名的关键词:明确意图、低难度。不要列出新网站暂时无法排名的核心词。
- 在方法说明页脚中区分工具报告的内容和自行验证的内容,并分别注明。