R05.07.01.03 · 任务小类

网站分析与SEO审计

Web analytics & SEO audits

Answer traffic questions in analytics UIs and fix SEO issues on a site.

20 条本项目编写的提案 · 分类 v1.1 · 新增基准运行 0 次。下方验证方式与部分得分规则是设计，不是执行结果。

典型应用: GA4 · Search Console · Semrush
小类 GUI 需求标签: G2 · GUI 必要

任务提案 · 20

展开查看完整原文与建议检查方式；两种界面均保留提案英文原文。

R05.07.01.03-T01 Save a GA4 exploration of top landing pages by key events

原始指令

GA4 test property for the sandbox WordPress shop at https://shop.example.test (Docker, seeded) (seeded data). In Explore, build a free-form exploration 'LP Sept' for 2026-09-01 to 2026-09-30: rows Landing page + query string, metrics Sessions, Key events, Session key event rate; filter Session default channel group = Organic Search; top 5 by key events. Write the 5 pages to output/top5.txt.

平台: web · 任意系统（网页）
应用: GA4
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 drag · 拖放 type · 文字与表单
工作产物: WP12 · 答案 / 决策
条件: 未声明
提案难度: 2 / 5

建议验证方式

Saved exploration config (dimensions, metrics, filter, date range) equals key; top5.txt equals key order (seeded property, no sampling). GA4 Data/Admin API credentials are withheld from the agent, so explorations and admin changes can only be made in the GA4 web UI; the grader reads them via an admin service account.

建议部分得分

50% exploration configured and saved; 50% top 5 correct

R05.07.01.03-T02 Submit a sitemap and inspect a URL in Search Console

原始指令

Google Search Console, verified property for the staging domain the sandbox WordPress shop at https://shop.example.test (Docker, seeded). Submit sitemap https://shop.example.test/sitemap_index.xml, then use URL Inspection on /pallets/heavy-duty and record its coverage verdict, the user-declared canonical and Google-selected canonical in output/inspect.txt.

平台: web · 任意系统（网页）
应用: Search Console
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP12 · 答案 / 决策
条件: 未声明
提案难度: 2 / 5

建议验证方式

Sitemaps report lists the submitted sitemap (admin read); inspect.txt values equal the URL Inspection API result fetched by grader at check time. Search Console API credentials are withheld from the agent, so the sitemap must be submitted in the web UI.

建议部分得分

40% sitemap submitted; 60% inspection fields

R05.07.01.03-T03 Report a page's bounce rate for Q3 from Matomo

原始指令

Self-hosted Matomo with seeded logs for the sandbox WordPress shop at https://shop.example.test (Docker, seeded). Find the bounce rate and average time on page for page URL /pricing for 2026-07-01 to 2026-09-30 (Behaviour > Pages, flattened), and write 'bounce%;mm:ss' to output/answer.txt.

平台: web · 任意系统（网页）
应用: Matomo
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 nav · 平移 / 缩放 / 滚动
工作产物: WP12 · 答案 / 决策
条件: 未声明
提案难度: 1 / 5

建议验证方式

Values equal Matomo archive for the period (seeded logs, archived before task); /pricing/ with trailing slash is a separate decoy row. Matomo token_auth is withheld from the agent, so report data is reachable only in the Matomo web UI.

建议部分得分

50% bounce rate; 50% time on page

R05.07.01.03-T04 Build a checkout funnel exploration and find the biggest drop-off

原始指令

GA4 test property for the sandbox WordPress shop at https://shop.example.test (Docker, seeded). Create funnel exploration 'Checkout Q3' (closed funnel): view_item -> add_to_cart -> begin_checkout -> purchase, date range 2026-07-01 to 2026-09-30, breakdown by Device category. Save it and write the step with the largest abandonment rate for mobile to output/answer.txt.

平台: web · 任意系统（网页）
应用: GA4
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 drag · 拖放 type · 文字与表单
工作产物: WP12 · 答案 / 决策
条件: 未声明
提案难度: 3 / 5

建议验证方式

Saved funnel config equals key (steps, closed, breakdown, dates); answer equals key. GA4 Data/Admin API credentials are withheld from the agent, so explorations and admin changes can only be made in the GA4 web UI; the grader reads them via an admin service account. Control pair: T13.

建议部分得分

50% funnel configured; 20% breakdown; 30% correct step

R05.07.01.03-T05 Register a custom dimension and build an exclusion audience in GA4

原始指令

GA4 test property (editor role). Register event-scoped custom dimension 'Plan type' for parameter plan_type, and create audience 'Pro trial no purchase' = users with event trial_started where plan_type = pro, excluding users with purchase in the last 30 days, membership duration 60 days.

平台: web · 任意系统（网页）
应用: GA4
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP08 · 应用 / 系统状态
条件: 未声明
提案难度: 3 / 5

建议验证方式

Admin read: custom dimension (scope, parameter, display name); audience definition (conditions, exclusion window, duration) equals key. GA4 Data/Admin API credentials are withheld from the agent, so explorations and admin changes can only be made in the GA4 web UI; the grader reads them via an admin service account.

建议部分得分

40% custom dimension; 60% audience definition

R05.07.01.03-T06 Crawl a site and export broken internal links and missing meta descriptions

原始指令

Screaming Frog SEO Spider (licensed, desktop) on the sandbox WordPress shop at https://shop.example.test (Docker, seeded). Crawl with JavaScript rendering off and respect robots.txt, then export (1) all internal 4xx with their source pages (Bulk Export > Response Codes > Client Error inlinks) and (2) HTML pages missing meta descriptions, to output/.

平台: mac · macOS win · Windows lin · Linux
应用: Screaming Frog SEO Spider
交互表面: desk · 桌面 GUI
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: CL · CLI 足够
交互原语: click · 指向与点击 nav · 平移 / 缩放 / 滚动
工作产物: WP02 · 记录 / 表格
条件: licensed · 授权专业软件
提案难度: 3 / 5

建议验证方式

Exports parsed: 4xx (source, destination) pairs equal key set; missing-description URL set equals key; crawl config file in output/ matches settings. The agent has no terminal, so Screaming Frog's --headless CLI cannot be run; the config must be the GUI-saved .seospiderconfig.

建议部分得分

50% broken-link pairs; 40% missing descriptions; 10% crawl settings

R05.07.01.03-T07 Fix titles, meta descriptions and canonicals on ten pages in WordPress

原始指令

WordPress admin of the sandbox WordPress shop at https://shop.example.test (Docker, seeded) with Yoast SEO. input/seo_fixes.xlsx lists 10 pages with problems (titles over 60 chars, missing meta descriptions, a wrong canonical). Fix each in the block editor's Yoast panel per the sheet's targets and update the pages.

平台: web · 任意系统（网页）
应用: WordPress · Yoast SEO
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP08 · 应用 / 系统状态
条件: 未声明
提案难度: 3 / 5

建议验证方式

Rendered HTML of each page: <title>, meta description, canonical equal targets; other pages unchanged. WP-CLI and REST application passwords are disabled for the agent; post revisions must come from the editor session.

建议部分得分

40% titles; 40% descriptions; 20% canonical fix

R05.07.01.03-T08 Configure a Semrush Site Audit and export the top errors

原始指令

Semrush test seat. Create project for shop.example.test, configure Site Audit: limit 500 pages, crawler Googlebot-smartphone, exclude /cart and /my-account, allow the staging crawl via the provided IP list, run it, and export the Errors report (issue, count, URLs) to output/semrush_errors.xlsx.

平台: web · 任意系统（网页）
应用: Semrush
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP02 · 记录 / 表格
条件: licensed · 授权专业软件
提案难度: 3 / 5

建议验证方式

Project audit settings equal spec (admin read); exported errors equal the audit snapshot (issue types and counts). Semrush API units are withheld from the agent's account, so the audit must be configured and exported in the web UI.

建议部分得分

40% audit settings; 60% export matches snapshot

R05.07.01.03-T09 Export striking-distance queries from Search Console performance

原始指令

Search Console property for the staging domain (seeded performance data). In Performance > Search results for the last 28 days ending 2026-10-12, filter queries with average position 4-10 and CTR below 2% and at least 100 impressions, and export to output/striking.csv (query, page, clicks, impressions, CTR, position).

平台: web · 任意系统（网页）
应用: Search Console
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP02 · 记录 / 表格
条件: 未声明
提案难度: 3 / 5

建议验证方式

Exported query set equals key (grader computes from the same seeded data via admin); page mapping correct. Search Console API credentials are withheld from the agent, so the export must come from the Performance report UI.

建议部分得分

70% query set; 30% page mapping and metrics

R05.07.01.03-T10 Build a shared Looker Studio dashboard on GA4

原始指令

Looker Studio with the GA4 test property as data source. Build report 'Shop KPIs' with scorecards (Sessions, Key events, Revenue) with prior-period comparison, a time-series of sessions by default channel group, a table of top 10 landing pages, and a date range control defaulting to last 28 days. Share view access with marketing@example.test.

平台: web · 任意系统（网页）
应用: Looker Studio · GA4
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: drag · 拖放 click · 指向与点击 type · 文字与表单
工作产物: WP03 · 视觉排版
条件: 未声明
提案难度: 3 / 5

建议验证方式

Report JSON (admin export): components, metrics, comparison setting, control default; sharing ACL includes the address with viewer role; VLM check on render only for layout overlap (10%). Looker Studio API access is withheld from the agent, so the report must be built in the editor (version history shows the agent's session).

建议部分得分

40% scorecards and comparison; 30% chart and table; 10% date control; 20% sharing and layout

R05.07.01.03-T11 Repair a lead event that does not fire in Google Tag Manager

原始指令

Google Tag Manager test container for the sandbox WordPress shop at https://shop.example.test (Docker, seeded). The GA4 event generate_lead does not fire on the quote form because its trigger listens for the wrong form ID. Diagnose with Preview mode, fix the trigger (and pass form_name as an event parameter), confirm in GA4 DebugView, and publish version 'lead-fix-1'.

平台: web · 任意系统（网页）
应用: Google Tag Manager · GA4
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP06 · 代码 / 工程
条件: 未声明
提案难度: 3 / 5

建议验证方式

GTM API (admin) read: trigger conditions and tag parameters equal key; published version name; grader submits the form in a headless browser and observes a generate_lead hit with form_name. GTM API OAuth access is withheld from the agent, so the fix must be made and published in the GTM web UI (version history shows the agent's user).

建议部分得分

40% trigger fixed; 20% parameter; 20% published; 20% live hit verified

R05.07.01.03-T12 Get a landing page's LCP under 2.5 seconds

原始指令

Staging site the sandbox WordPress shop at https://shop.example.test (Docker, seeded), page /landing/fall-sale scores LCP about 4.8 s in Lighthouse mobile. Using PageSpeed Insights / Lighthouse diagnostics, fix it in WordPress (hero image size/format, preload, lazy-loading misuse, render-blocking plugin CSS) without removing content. Record before/after reports in output/.

平台: web · 任意系统（网页） lin · Linux mac · macOS win · Windows
应用: Lighthouse · WordPress
交互表面: brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定: HY · 混合
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单 vis · 视觉判断
工作产物: WP06 · 代码 / 工程
条件: 未声明
提案难度: 4 / 5

建议验证方式

Grader runs Lighthouse 12 mobile 5 times: median LCP < 2.5 s and CLS < 0.1; visual diff of above-the-fold vs original SSIM >= 0.9 (content kept).

建议部分得分

60% LCP target met (scaled); 20% CLS; 20% content preserved

R05.07.01.03-T13 Pull the same funnel through the GA4 Data API (control pair of T04)

原始指令

Control pair of T04. With a service account in env GA4_* for the same property, use the Data API (runFunnelReport, v1alpha) to compute the same closed funnel by device for Q3 2026 and write the mobile step with the largest abandonment rate to output/answer_api.txt.

平台: lin · Linux mac · macOS win · Windows
应用: GA4 Data API · Python
交互表面: api · API / SDK term · 终端
GUI 需求 · 任务设定: AP · API 足够
GUI 需求 · 普通权限: AP · API 足够
交互原语: code · 代码与命令
工作产物: WP12 · 答案 / 决策
条件: 未声明
提案难度: 3 / 5

建议验证方式

Answer equals the T04 key; compared with T04 to measure the GUI penalty.

建议部分得分

60% correct step; 40% funnel numbers in output/funnel.json match key

R05.07.01.03-T14 Fix hreflang errors on a three-language site

原始指令

WordPress multilingual staging site (WPML, en/de/fr) at https://intl.example.test. A crawl shows missing return links, wrong language codes (de-DE vs de) and x-default missing. Fix the language settings and per-page translation links so every page group has valid reciprocal hreflang including x-default, and save a recrawl export to output/.

平台: web · 任意系统（网页） mac · macOS win · Windows
应用: WordPress · WPML · Screaming Frog SEO Spider
交互表面: brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单
工作产物: WP08 · 应用 / 系统状态
条件: licensed · 授权专业软件 multiapp · 多应用
提案难度: 4 / 5

建议验证方式

Grader crawls the site: every indexable page has reciprocal hreflang with valid codes and x-default; no non-200 hreflang targets. WP-CLI and REST application passwords are disabled for the agent; post revisions must come from the editor session.

建议部分得分

50% reciprocal links; 25% codes; 15% x-default; 10% recrawl export

R05.07.01.03-T15 Compare channel credit under data-driven and last-click attribution in GA4

原始指令

GA4 test property (seeded). Using Advertising > Attribution > Model comparison for 2026-07-01 to 2026-09-30, key event purchase, compare data-driven vs last click (paid and organic) by default channel group. Write the channel with the largest percentage gain under data-driven and the % change to output/answer.txt.

平台: web · 任意系统（网页）
应用: GA4
交互表面: brow · 浏览器
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 nav · 平移 / 缩放 / 滚动
工作产物: WP12 · 答案 / 决策
条件: 未声明
提案难度: 4 / 5

建议验证方式

Answer equals key from the seeded property's model comparison; the lookback window must be the property default (90 days). GA4 Data API credentials are withheld from the agent, so the model comparison is reachable only in the GA4 web UI.

建议部分得分

60% channel; 40% % change within 0.5pp

R05.07.01.03-T16 Add product and breadcrumb structured data and pass validation

原始指令

WordPress + WooCommerce staging site the sandbox WordPress shop at https://shop.example.test (Docker, seeded). Product pages lack valid Product structured data (offers price/currency/availability) and BreadcrumbList. Add them site-wide (theme template or SEO plugin settings), then validate 3 sample products with the Rich Results Test or Schema Markup Validator and save the results to output/.

平台: web · 任意系统（网页）
应用: WordPress · Rich Results Test
交互表面: brow · 浏览器
GUI 需求 · 任务设定: HY · 混合
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单 code · 代码与命令
工作产物: WP06 · 代码 / 工程
条件: 未声明
提案难度: 4 / 5

建议验证方式

Grader extracts JSON-LD from all product pages: Product with name, image, offers (price, priceCurrency, availability) matching WooCommerce data, and BreadcrumbList; validator returns no errors.

建议部分得分

50% Product markup site-wide; 30% breadcrumb; 20% validation evidence

R05.07.01.03-T17 Map and implement redirects for 120 retired URLs after a migration

原始指令

Staging site the sandbox WordPress shop at https://shop.example.test (Docker, seeded) was migrated; input/old_urls.csv lists 120 old URLs now returning 404. Map each to the most relevant live URL (by slug/title similarity and the category map in input/category_map.csv; true orphans go to the parent category), implement 301s in the Redirection plugin, and export the mapping to output/redirects.csv.

平台: web · 任意系统（网页） lin · Linux mac · macOS
应用: WordPress · Redirection plugin · Python
交互表面: brow · 浏览器 term · 终端
GUI 需求 · 任务设定: HY · 混合
GUI 需求 · 普通权限: HY · 混合
交互原语: click · 指向与点击 type · 文字与表单 code · 代码与命令
工作产物: WP08 · 应用 / 系统状态
条件: long · 长流程
提案难度: 4 / 5

建议验证方式

Grader requests all 120 old URLs: single-hop 301 to target equal key for >= 95% (full credit); no redirect chains or loops; export matches plugin config.

建议部分得分

60% correct targets; 20% single-hop 301s; 20% export

R05.07.01.03-T18 Remediate a twenty-issue technical SEO audit on a staging site

原始指令

Staging site the sandbox WordPress shop at https://shop.example.test (Docker, seeded) has 20 planted technical issues (robots.txt blocking CSS, noindex on category pages, duplicate titles, redirect chains, mixed content, missing alt text, sitemap including 404s, paginated canonicals, etc.). Find them with your crawl/analytics tools, fix each in WordPress, and document issue -> fix in output/audit.md.

平台: web · 任意系统（网页） mac · macOS win · Windows
应用: WordPress · Screaming Frog SEO Spider · Search Console
交互表面: brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单 nav · 平移 / 缩放 / 滚动
工作产物: WP08 · 应用 / 系统状态
条件: long · 长流程 multiapp · 多应用
提案难度: 5 / 5

建议验证方式

Grader re-crawls and runs 20 issue checks; audit.md parsed for issue names; regressions (new issues) penalized. WP-CLI and REST application passwords are disabled for the agent; post revisions must come from the editor session.

建议部分得分

75% twenty issues fixed (equal shares); 15% audit doc; 10% no regressions

R05.07.01.03-T19 Diagnose an organic traffic drop across GA4, Search Console and server logs

原始指令

Organic sessions on the sandbox WordPress shop at https://shop.example.test (Docker, seeded) fell about 35% from 2026-09-10 (seeded GA4, Search Console and nginx logs in input/logs/). Determine the root cause (the key is one specific deployment change), the affected URL pattern and the date, write output/rca.md with evidence, then fix the cause on the site.

平台: web · 任意系统（网页） lin · Linux mac · macOS
应用: GA4 · Search Console · WordPress
交互表面: brow · 浏览器 term · 终端
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: HY · 混合
交互原语: click · 指向与点击 nav · 平移 / 缩放 / 滚动 vis · 视觉判断 code · 代码与命令
工作产物: WP12 · 答案 / 决策
条件: multiapp · 多应用 long · 长流程 hidden · 隐藏 / 过期状态
提案难度: 5 / 5

建议验证方式

rca.md fields (cause category, URL pattern regex, date) equal key; site fix verified by crawl of the affected pattern; LLM rubric only for evidence coherence (10%). GA4 and Search Console API credentials are withheld from the agent, so traffic data must be read in their web UIs; server logs are read-only in the terminal.

建议部分得分

40% cause; 20% pattern and date; 30% fix verified; 10% evidence rubric

R05.07.01.03-T20 Find orphan pages and add internal links until each has two inlinks

原始指令

Staging site the sandbox WordPress shop at https://shop.example.test (Docker, seeded). Compare the crawl, the XML sitemap and GA4 landing pages to find indexable orphan pages (in sitemap or receiving traffic but with zero internal inlinks). For each, add at least two contextual links from topically related live pages in the block editor, then recrawl and save the inlink report to output/.

平台: web · 任意系统（网页） mac · macOS win · Windows
应用: WordPress · Screaming Frog SEO Spider · GA4
交互表面: brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定: G2 · GUI 必要
GUI 需求 · 普通权限: G2 · GUI 必要
交互原语: click · 指向与点击 type · 文字与表单 multi · 跨应用
工作产物: WP08 · 应用 / 系统状态
条件: multiapp · 多应用 long · 长流程
提案难度: 5 / 5

建议验证方式

Orphan set identified equals key (output/orphans.txt); after task each has >= 2 internal followed inlinks from pages in the same category; no broken links introduced. WP-CLI and REST application passwords are disabled for the agent; post revisions must come from the editor session.

建议部分得分

40% orphan set; 45% inlinks added correctly; 15% no broken links

已有研究映射

以下沿用研究目录中的基准与小类映射，不是逐题标注、执行记录或产品背书。

WorkBench

网站分析与SEO审计

任务提案 · 20

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建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

原始指令

建议验证方式

建议部分得分

已有研究映射

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