{
  "schemaVersion": "1.0",
  "item": {
    "slug": "performance-reporter",
    "name": "Performance Reporter",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/aaron-he-zhu/performance-reporter",
    "canonicalUrl": "https://clawhub.ai/aaron-he-zhu/performance-reporter",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/performance-reporter",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=performance-reporter",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "references/kpi-definitions.md",
      "references/report-output-templates.md",
      "references/report-templates.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/performance-reporter"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/performance-reporter",
    "agentPageUrl": "https://openagent3.xyz/skills/performance-reporter/agent",
    "manifestUrl": "https://openagent3.xyz/skills/performance-reporter/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/performance-reporter/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Performance Reporter",
        "body": "SEO & GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills\n\nResearch · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis\n\nBuild · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator\n\nOptimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher\n\nMonitor · rank-tracker · backlink-analyzer · performance-reporter · alert-manager\n\nCross-cutting · content-quality-auditor · domain-authority-auditor · entity-optimizer · memory-management\n\nThis skill creates comprehensive SEO and GEO performance reports that combine multiple metrics into actionable insights. It produces executive summaries, detailed analyses, and visual data presentations for stakeholder communication."
      },
      {
        "title": "When to Use This Skill",
        "body": "Monthly/quarterly SEO reporting\nExecutive stakeholder updates\nClient reporting for agencies\nTracking campaign performance\nCombining multiple SEO metrics\nCreating GEO visibility reports\nDocumenting ROI from SEO efforts"
      },
      {
        "title": "What This Skill Does",
        "body": "Data Aggregation: Combines multiple SEO data sources\nTrend Analysis: Identifies patterns across metrics\nExecutive Summaries: Creates high-level overviews\nVisual Reports: Presents data in clear formats\nBenchmark Comparison: Tracks against goals and competitors\nContent Quality Tracking: Integrates CORE-EEAT scores across audited pages\nROI Calculation: Measures SEO investment returns\nRecommendations: Suggests actions based on data"
      },
      {
        "title": "Generate Performance Report",
        "body": "Create an SEO performance report for [domain] for [time period]"
      },
      {
        "title": "Executive Summary",
        "body": "Generate an executive summary of SEO performance for [month/quarter]"
      },
      {
        "title": "Specific Report Types",
        "body": "Create a GEO visibility report for [domain]\n\nGenerate a content performance report"
      },
      {
        "title": "Data Sources",
        "body": "See CONNECTORS.md for tool category placeholders.\n\nWith ~~analytics + ~~search console + ~~SEO tool + ~~AI monitor connected:\nAutomatically aggregate traffic metrics from ~~analytics, search performance data from ~~search console, ranking and backlink data from ~~SEO tool, and GEO visibility metrics from ~~AI monitor. Creates comprehensive multi-source reports with historical trends.\n\nWith manual data only:\nAsk the user to provide:\n\nAnalytics screenshots or traffic data export (sessions, users, conversions)\nSearch Console data (impressions, clicks, average position)\nKeyword ranking data for the reporting period\nBacklink metrics (referring domains, new/lost links)\nKey performance indicators and goals for comparison\nAI citation data if tracking GEO metrics\n\nProceed with the full analysis using provided data. Note in the output which metrics are from automated collection vs. user-provided data."
      },
      {
        "title": "Instructions",
        "body": "When a user requests a performance report:\n\nDefine Report Parameters -- Domain, report period, comparison period, report type (Monthly/Quarterly/Annual), audience (Executive/Technical/Client), focus areas.\n\n\nCreate Executive Summary -- Overall performance rating, key wins/watch areas/action required, metrics at a glance table (traffic, rankings, conversions, DA, AI citations), SEO ROI calculation.\n\n\nReport Organic Traffic Performance -- Traffic overview (sessions, users, pageviews, bounce rate), traffic trend visualization, traffic by source/device, top performing pages.\n\n\nReport Keyword Rankings -- Rankings overview by position range, distribution change visualization, top improvements and declines, SERP feature performance.\n\n\nReport GEO/AI Performance -- AI citation overview, citations by topic, GEO wins, optimization opportunities.\n\n\nReport Domain Authority (CITE Score) -- If a CITE audit has been run, include CITE dimension scores (C/I/T/E) with period-over-period trends and veto status. If no audit exists, note as \"Not yet evaluated.\"\n\n\nContent Quality (CORE-EEAT Score) -- If content-quality-auditor has been run, include average scores across all 8 CORE-EEAT dimensions with trends. If no audit exists, note as \"Not yet evaluated.\"\n\n\nReport Backlink Performance -- Link profile summary, weekly link acquisition, notable new links, competitive position.\n\n\nReport Content Performance -- Publishing summary, top performing content, content needing attention, content ROI.\n\n\nGenerate Recommendations -- Immediate/short-term/long-term actions with priority, expected impact, and owner. Goals for next period.\n\n\nCompile Full Report -- Combine all sections with table of contents, appendix (data sources, methodology, glossary).\n\nReference: See references/report-output-templates.md for complete output templates for all 11 report sections."
      },
      {
        "title": "Input Validation",
        "body": "Reporting period clearly defined with comparison period\n All required data sources available or alternatives noted\n Target audience identified (executive/technical/client)\n Performance goals and KPIs established for benchmarking"
      },
      {
        "title": "Output Validation",
        "body": "Every metric cites its data source and collection date\n Trends include period-over-period comparisons\n Recommendations are specific, prioritized, and actionable\n Source of each data point clearly stated (~~analytics data, ~~search console data, ~~SEO tool data, user-provided, or estimated)"
      },
      {
        "title": "Example",
        "body": "User: \"Create a monthly SEO report for cloudhosting.com for January 2025\"\n\nOutput (abbreviated -- full report uses templates from all 11 steps):\n\n# CloudHosting SEO & GEO Performance Report — January 2025\n\n## Executive Summary — Overall Performance: Good\n\n| Metric | Jan 2025 | Dec 2024 | Change | Target | Status |\n|--------|----------|----------|--------|--------|--------|\n| Organic Traffic | 52,100 | 45,200 | +15.3% | 50,000 | On track |\n| Keywords Top 10 | 87 | 79 | +8 | 90 | Watch |\n| Organic Conversions | 684 | 612 | +11.8% | 700 | Watch |\n| Domain Rating | 54 | 53 | +1 | 55 | Watch |\n| AI Citations | 18 | 12 | +50.0% | 20 | Watch |\n\n**SEO ROI**: $8,200 invested / $41,040 organic revenue = 400%\n\n**Immediate**: Fix 37 crawl errors on /pricing/ pages\n**This Month**: Optimize mobile LCP; publish 3 AI Overview comparison pages\n**This Quarter**: Build Wikidata entry for CloudHost Inc."
      },
      {
        "title": "Tips for Success",
        "body": "Lead with insights - Start with what matters, not raw data\nVisualize data - Charts and graphs improve comprehension\nCompare periods - Context makes data meaningful\nInclude actions - Every report should drive decisions\nCustomize for audience - Executives need different info than technical teams\nTrack GEO metrics - AI visibility is increasingly important"
      },
      {
        "title": "Reference Materials",
        "body": "Report Output Templates — Complete output templates for all 11 report sections\nKPI Definitions — SEO/GEO metric definitions with benchmarks, good ranges, warning thresholds, trend analysis, and attribution guidance\nReport Templates by Audience — Copy-ready templates for executive, marketing, technical, and client audiences"
      },
      {
        "title": "Related Skills",
        "body": "content-quality-auditor — Include CORE-EEAT scores as page-level content quality KPIs\ndomain-authority-auditor — Include CITE score as a domain-level KPI in periodic reports\nrank-tracker — Detailed ranking data\nbacklink-analyzer — Link profile data\nalert-manager — Set up report triggers\nserp-analysis — SERP composition data\nmemory-management — Archive reports in project memory\nentity-optimizer — Track branded search and Knowledge Panel metrics\ntechnical-seo-checker — Technical health data feeds into reports"
      }
    ],
    "body": "Performance Reporter\n\nSEO & GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills\n\n<details> <summary>Browse all 20 skills</summary>\n\nResearch · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis\n\nBuild · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator\n\nOptimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher\n\nMonitor · rank-tracker · backlink-analyzer · performance-reporter · alert-manager\n\nCross-cutting · content-quality-auditor · domain-authority-auditor · entity-optimizer · memory-management\n\n</details>\n\nThis skill creates comprehensive SEO and GEO performance reports that combine multiple metrics into actionable insights. It produces executive summaries, detailed analyses, and visual data presentations for stakeholder communication.\n\nWhen to Use This Skill\nMonthly/quarterly SEO reporting\nExecutive stakeholder updates\nClient reporting for agencies\nTracking campaign performance\nCombining multiple SEO metrics\nCreating GEO visibility reports\nDocumenting ROI from SEO efforts\nWhat This Skill Does\nData Aggregation: Combines multiple SEO data sources\nTrend Analysis: Identifies patterns across metrics\nExecutive Summaries: Creates high-level overviews\nVisual Reports: Presents data in clear formats\nBenchmark Comparison: Tracks against goals and competitors\nContent Quality Tracking: Integrates CORE-EEAT scores across audited pages\nROI Calculation: Measures SEO investment returns\nRecommendations: Suggests actions based on data\nHow to Use\nGenerate Performance Report\nCreate an SEO performance report for [domain] for [time period]\n\nExecutive Summary\nGenerate an executive summary of SEO performance for [month/quarter]\n\nSpecific Report Types\nCreate a GEO visibility report for [domain]\n\nGenerate a content performance report\n\nData Sources\n\nSee CONNECTORS.md for tool category placeholders.\n\nWith ~~analytics + ~~search console + ~~SEO tool + ~~AI monitor connected: Automatically aggregate traffic metrics from ~~analytics, search performance data from ~~search console, ranking and backlink data from ~~SEO tool, and GEO visibility metrics from ~~AI monitor. Creates comprehensive multi-source reports with historical trends.\n\nWith manual data only: Ask the user to provide:\n\nAnalytics screenshots or traffic data export (sessions, users, conversions)\nSearch Console data (impressions, clicks, average position)\nKeyword ranking data for the reporting period\nBacklink metrics (referring domains, new/lost links)\nKey performance indicators and goals for comparison\nAI citation data if tracking GEO metrics\n\nProceed with the full analysis using provided data. Note in the output which metrics are from automated collection vs. user-provided data.\n\nInstructions\n\nWhen a user requests a performance report:\n\nDefine Report Parameters -- Domain, report period, comparison period, report type (Monthly/Quarterly/Annual), audience (Executive/Technical/Client), focus areas.\n\nCreate Executive Summary -- Overall performance rating, key wins/watch areas/action required, metrics at a glance table (traffic, rankings, conversions, DA, AI citations), SEO ROI calculation.\n\nReport Organic Traffic Performance -- Traffic overview (sessions, users, pageviews, bounce rate), traffic trend visualization, traffic by source/device, top performing pages.\n\nReport Keyword Rankings -- Rankings overview by position range, distribution change visualization, top improvements and declines, SERP feature performance.\n\nReport GEO/AI Performance -- AI citation overview, citations by topic, GEO wins, optimization opportunities.\n\nReport Domain Authority (CITE Score) -- If a CITE audit has been run, include CITE dimension scores (C/I/T/E) with period-over-period trends and veto status. If no audit exists, note as \"Not yet evaluated.\"\n\nContent Quality (CORE-EEAT Score) -- If content-quality-auditor has been run, include average scores across all 8 CORE-EEAT dimensions with trends. If no audit exists, note as \"Not yet evaluated.\"\n\nReport Backlink Performance -- Link profile summary, weekly link acquisition, notable new links, competitive position.\n\nReport Content Performance -- Publishing summary, top performing content, content needing attention, content ROI.\n\nGenerate Recommendations -- Immediate/short-term/long-term actions with priority, expected impact, and owner. Goals for next period.\n\nCompile Full Report -- Combine all sections with table of contents, appendix (data sources, methodology, glossary).\n\nReference: See references/report-output-templates.md for complete output templates for all 11 report sections.\n\nValidation Checkpoints\nInput Validation\n Reporting period clearly defined with comparison period\n All required data sources available or alternatives noted\n Target audience identified (executive/technical/client)\n Performance goals and KPIs established for benchmarking\nOutput Validation\n Every metric cites its data source and collection date\n Trends include period-over-period comparisons\n Recommendations are specific, prioritized, and actionable\n Source of each data point clearly stated (~~analytics data, ~~search console data, ~~SEO tool data, user-provided, or estimated)\nExample\n\nUser: \"Create a monthly SEO report for cloudhosting.com for January 2025\"\n\nOutput (abbreviated -- full report uses templates from all 11 steps):\n\n# CloudHosting SEO & GEO Performance Report — January 2025\n\n## Executive Summary — Overall Performance: Good\n\n| Metric | Jan 2025 | Dec 2024 | Change | Target | Status |\n|--------|----------|----------|--------|--------|--------|\n| Organic Traffic | 52,100 | 45,200 | +15.3% | 50,000 | On track |\n| Keywords Top 10 | 87 | 79 | +8 | 90 | Watch |\n| Organic Conversions | 684 | 612 | +11.8% | 700 | Watch |\n| Domain Rating | 54 | 53 | +1 | 55 | Watch |\n| AI Citations | 18 | 12 | +50.0% | 20 | Watch |\n\n**SEO ROI**: $8,200 invested / $41,040 organic revenue = 400%\n\n**Immediate**: Fix 37 crawl errors on /pricing/ pages\n**This Month**: Optimize mobile LCP; publish 3 AI Overview comparison pages\n**This Quarter**: Build Wikidata entry for CloudHost Inc.\n\nTips for Success\nLead with insights - Start with what matters, not raw data\nVisualize data - Charts and graphs improve comprehension\nCompare periods - Context makes data meaningful\nInclude actions - Every report should drive decisions\nCustomize for audience - Executives need different info than technical teams\nTrack GEO metrics - AI visibility is increasingly important\nReference Materials\nReport Output Templates — Complete output templates for all 11 report sections\nKPI Definitions — SEO/GEO metric definitions with benchmarks, good ranges, warning thresholds, trend analysis, and attribution guidance\nReport Templates by Audience — Copy-ready templates for executive, marketing, technical, and client audiences\nRelated Skills\ncontent-quality-auditor — Include CORE-EEAT scores as page-level content quality KPIs\ndomain-authority-auditor — Include CITE score as a domain-level KPI in periodic reports\nrank-tracker — Detailed ranking data\nbacklink-analyzer — Link profile data\nalert-manager — Set up report triggers\nserp-analysis — SERP composition data\nmemory-management — Archive reports in project memory\nentity-optimizer — Track branded search and Knowledge Panel metrics\ntechnical-seo-checker — Technical health data feeds into reports"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/aaron-he-zhu/performance-reporter",
    "publisherUrl": "https://clawhub.ai/aaron-he-zhu/performance-reporter",
    "owner": "aaron-he-zhu",
    "version": "3.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/performance-reporter",
    "downloadUrl": "https://openagent3.xyz/downloads/performance-reporter",
    "agentUrl": "https://openagent3.xyz/skills/performance-reporter/agent",
    "manifestUrl": "https://openagent3.xyz/skills/performance-reporter/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/performance-reporter/agent.md"
  }
}