{ "schemaVersion": "1.0", "item": { "slug": "biz-reporter", "name": "Biz Reporter", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/ariktulcha/biz-reporter", "canonicalUrl": "https://clawhub.ai/ariktulcha/biz-reporter", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/biz-reporter", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=biz-reporter", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.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/biz-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/biz-reporter", "agentPageUrl": "https://openagent3.xyz/skills/biz-reporter/agent", "manifestUrl": "https://openagent3.xyz/skills/biz-reporter/agent.json", "briefUrl": "https://openagent3.xyz/skills/biz-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": "Biz Reporter", "body": "Business intelligence that writes itself. Pull data from multiple sources, spot trends, and generate beautiful reports — on demand or on schedule." }, { "title": "Why This Exists", "body": "Data & Analytics has only 18 skills out of 3,286 on ClawHub — the most underserved category by far. Yet automated reporting is called \"the most universally loved automation\" in the OpenClaw community. Every business needs it, nobody has built it properly." }, { "title": "How It Works", "body": "Biz Reporter connects to the user's business tools, pulls key metrics, applies trend analysis, and generates a formatted report. It works with whatever tools the user has — from a solo founder with just Google Analytics to a team with a full data stack." }, { "title": "Web Analytics", "body": "Google Analytics (GA4): sessions, users, pageviews, bounce rate, top pages, traffic sources\nGoogle Search Console: impressions, clicks, CTR, average position, top queries\nAccess via gog tool, browser automation, or API calls" }, { "title": "Revenue & Payments", "body": "Stripe: MRR, revenue, new customers, churn, top products\nPayPal: transaction summaries\nAccess via CLI tools or API calls with stored credentials" }, { "title": "Social Media", "body": "Twitter/X: followers, engagement, top posts\nLinkedIn: page views, post engagement, follower growth\nInstagram: reach, engagement, follower count\nAccess via APIs or browser automation" }, { "title": "CRM & Sales", "body": "HubSpot: leads, pipeline value, deals closed, contact growth\nAirtable: custom database metrics\nAccess via API with stored keys" }, { "title": "Custom Sources", "body": "Any API: the user can specify custom API endpoints to pull data from\nCSV files: if the user dumps data as CSV, parse and include it\nSpreadsheets: Google Sheets via API" }, { "title": "Daily KPI Snapshot", "body": "Quick pulse check — 2-3 minutes to generate, meant for morning review.\n\n📊 Daily KPI Snapshot — [Date]\n\n🌐 Website: [sessions] sessions ([+/-]% vs yesterday)\n Top page: [page] ([views] views)\n \n💰 Revenue: $[amount] ([+/-]% vs yesterday)\n New customers: [count]\n \n📱 Social: [total engagement] across platforms\n Best post: [platform] — [description] ([engagement])\n\n⚡ Quick take: [One sentence AI analysis of the day]" }, { "title": "Weekly Marketing Report", "body": "Comprehensive marketing performance overview.\n\n📈 Weekly Marketing Report — [Date Range]\n\nEXECUTIVE SUMMARY\n[2-3 sentence overview: what went well, what needs attention, key number]\n\nWEBSITE PERFORMANCE\n• Sessions: [number] ([%] vs last week)\n• Unique visitors: [number]\n• Top traffic sources: [source 1] ([%]), [source 2] ([%]), [source 3] ([%])\n• Top 5 pages by traffic:\n 1. [page] — [views] views\n 2. ...\n• Bounce rate: [%] ([trend])\n\nSEARCH PERFORMANCE\n• Impressions: [number] ([%] change)\n• Clicks: [number] ([%] change)\n• Average CTR: [%]\n• Average position: [number]\n• Top gaining queries: [query] (+[positions])\n• Top losing queries: [query] (-[positions])\n\nSOCIAL MEDIA\n• Total followers: [number] (net +[growth])\n• Total engagement: [number]\n• Best performing post: [description]\n• Platform breakdown:\n - Twitter/X: [followers], [engagement]\n - LinkedIn: [followers], [engagement]\n\nREVENUE (if available)\n• Total revenue: $[amount] ([%] vs last week)\n• New customers: [count]\n• Churn: [count] ([%])\n• MRR: $[amount]\n\nTRENDS & INSIGHTS\n• [AI-generated insight about notable trends]\n• [Comparison to historical averages]\n• [Actionable recommendation]\n\nNEXT WEEK FOCUS\n• [Suggested action based on data]" }, { "title": "Monthly Business Review", "body": "Deep analysis with historical comparisons and strategic recommendations.\n\nFollow the weekly format but expand with:\n\nMonth-over-month and year-over-year comparisons\nCohort analysis for customer retention (if data available)\nContent performance breakdown (which articles drove traffic)\nFunnel analysis: visitors → signups → customers (if trackable)\nStrategic recommendations section with specific actions" }, { "title": "Custom Report", "body": "If the user asks for something specific, build it:\n\n\"Show me our top 10 pages by revenue contribution\"\n\"Compare this month's social engagement to last month\"\n\"What keywords are we losing rankings for?\"" }, { "title": "Trend Detection", "body": "Biz Reporter doesn't just show numbers — it spots patterns:\n\nWeek-over-week anomalies: flag metrics that changed more than 20% from the prior week\nDeclining trends: if a metric has dropped for 3+ consecutive periods, raise it prominently\nCorrelation hints: \"Traffic from Twitter spiked 40% — this correlates with your viral post on [date]\"\nSeasonal patterns: if historical data shows patterns (e.g., weekend dips), note them instead of alerting\nComparison framing: always show the comparison baseline so numbers have context" }, { "title": "Natural Language Queries", "body": "Users can ask questions about their data conversationally:\n\nUser saysAction\"How's our traffic this week?\"Quick web analytics summary with week-over-week comparison\"What's our MRR?\"Pull Stripe data, show current MRR with trend\"Which blog posts are getting the most traffic?\"Top pages report from GA4\"Are we ranking better or worse this month?\"Search Console comparison\"Generate my weekly report\"Full weekly marketing report\"How did our launch go?\"Pull metrics for a specific date range around the launch\"Show me revenue by month for the last 6 months\"Historical revenue chart description" }, { "title": "Scheduling Reports", "body": "Help users set up recurring reports via cron:\n\n[\n {\n \"name\": \"Daily KPI snapshot\",\n \"schedule\": \"0 8 * * 1-5\",\n \"prompt\": \"Generate daily KPI snapshot and send to Slack #metrics\"\n },\n {\n \"name\": \"Weekly marketing report\",\n \"schedule\": \"0 9 * * 1\",\n \"prompt\": \"Generate weekly marketing report for last week and send via email\"\n },\n {\n \"name\": \"Monthly business review\",\n \"schedule\": \"0 10 1 * *\",\n \"prompt\": \"Generate monthly business review for last month and post to Notion\"\n }\n]" }, { "title": "Setup & Configuration", "body": "On first use:\n\nDiscover available tools: check which data sources the user has access to (GA4, Stripe, etc.)\nAuthenticate: help configure API keys or tool access for each source. Store securely in environment variables, never in SKILL.md or memory.\nBaseline: pull initial data to establish benchmarks for future comparisons\nPreferences: ask about reporting frequency, delivery channel, and which metrics matter most\nStore config: save all preferences in workspace memory" }, { "title": "Output Formats", "body": "Reports can be delivered as:\n\nChat message: formatted directly in the conversation or messaging channel\nMarkdown file: saved to workspace for archival\nNotion page: if Notion skill is available\nEmail: via configured email skill\nSlack/Discord message: for team channels" }, { "title": "Edge Cases", "body": "Partial data: if some sources are unavailable, generate the report with what's available and note what's missing\nNo historical data: on first run, can only show current snapshot. Note that comparisons will be available next period.\nAPI rate limits: cache data within a session and batch requests\nZero traffic / new site: don't show depressing \"0 visitors\" — instead focus on setup progress and first wins\nMultiple properties: if user has multiple websites/products, ask which one or generate combined report\nCurrency: detect user locale and format currency appropriately\nPrivacy: never include individual user data or PII in reports. Aggregate only." } ], "body": "Biz Reporter\n\nBusiness intelligence that writes itself. Pull data from multiple sources, spot trends, and generate beautiful reports — on demand or on schedule.\n\nWhy This Exists\n\nData & Analytics has only 18 skills out of 3,286 on ClawHub — the most underserved category by far. Yet automated reporting is called \"the most universally loved automation\" in the OpenClaw community. Every business needs it, nobody has built it properly.\n\nHow It Works\n\nBiz Reporter connects to the user's business tools, pulls key metrics, applies trend analysis, and generates a formatted report. It works with whatever tools the user has — from a solo founder with just Google Analytics to a team with a full data stack.\n\nSupported Data Sources\nWeb Analytics\nGoogle Analytics (GA4): sessions, users, pageviews, bounce rate, top pages, traffic sources\nGoogle Search Console: impressions, clicks, CTR, average position, top queries\nAccess via gog tool, browser automation, or API calls\nRevenue & Payments\nStripe: MRR, revenue, new customers, churn, top products\nPayPal: transaction summaries\nAccess via CLI tools or API calls with stored credentials\nSocial Media\nTwitter/X: followers, engagement, top posts\nLinkedIn: page views, post engagement, follower growth\nInstagram: reach, engagement, follower count\nAccess via APIs or browser automation\nCRM & Sales\nHubSpot: leads, pipeline value, deals closed, contact growth\nAirtable: custom database metrics\nAccess via API with stored keys\nCustom Sources\nAny API: the user can specify custom API endpoints to pull data from\nCSV files: if the user dumps data as CSV, parse and include it\nSpreadsheets: Google Sheets via API\nReport Types\nDaily KPI Snapshot\n\nQuick pulse check — 2-3 minutes to generate, meant for morning review.\n\n📊 Daily KPI Snapshot — [Date]\n\n🌐 Website: [sessions] sessions ([+/-]% vs yesterday)\n Top page: [page] ([views] views)\n \n💰 Revenue: $[amount] ([+/-]% vs yesterday)\n New customers: [count]\n \n📱 Social: [total engagement] across platforms\n Best post: [platform] — [description] ([engagement])\n\n⚡ Quick take: [One sentence AI analysis of the day]\n\nWeekly Marketing Report\n\nComprehensive marketing performance overview.\n\n📈 Weekly Marketing Report — [Date Range]\n\nEXECUTIVE SUMMARY\n[2-3 sentence overview: what went well, what needs attention, key number]\n\nWEBSITE PERFORMANCE\n• Sessions: [number] ([%] vs last week)\n• Unique visitors: [number]\n• Top traffic sources: [source 1] ([%]), [source 2] ([%]), [source 3] ([%])\n• Top 5 pages by traffic:\n 1. [page] — [views] views\n 2. ...\n• Bounce rate: [%] ([trend])\n\nSEARCH PERFORMANCE\n• Impressions: [number] ([%] change)\n• Clicks: [number] ([%] change)\n• Average CTR: [%]\n• Average position: [number]\n• Top gaining queries: [query] (+[positions])\n• Top losing queries: [query] (-[positions])\n\nSOCIAL MEDIA\n• Total followers: [number] (net +[growth])\n• Total engagement: [number]\n• Best performing post: [description]\n• Platform breakdown:\n - Twitter/X: [followers], [engagement]\n - LinkedIn: [followers], [engagement]\n\nREVENUE (if available)\n• Total revenue: $[amount] ([%] vs last week)\n• New customers: [count]\n• Churn: [count] ([%])\n• MRR: $[amount]\n\nTRENDS & INSIGHTS\n• [AI-generated insight about notable trends]\n• [Comparison to historical averages]\n• [Actionable recommendation]\n\nNEXT WEEK FOCUS\n• [Suggested action based on data]\n\nMonthly Business Review\n\nDeep analysis with historical comparisons and strategic recommendations.\n\nFollow the weekly format but expand with:\n\nMonth-over-month and year-over-year comparisons\nCohort analysis for customer retention (if data available)\nContent performance breakdown (which articles drove traffic)\nFunnel analysis: visitors → signups → customers (if trackable)\nStrategic recommendations section with specific actions\nCustom Report\n\nIf the user asks for something specific, build it:\n\n\"Show me our top 10 pages by revenue contribution\"\n\"Compare this month's social engagement to last month\"\n\"What keywords are we losing rankings for?\"\nTrend Detection\n\nBiz Reporter doesn't just show numbers — it spots patterns:\n\nWeek-over-week anomalies: flag metrics that changed more than 20% from the prior week\nDeclining trends: if a metric has dropped for 3+ consecutive periods, raise it prominently\nCorrelation hints: \"Traffic from Twitter spiked 40% — this correlates with your viral post on [date]\"\nSeasonal patterns: if historical data shows patterns (e.g., weekend dips), note them instead of alerting\nComparison framing: always show the comparison baseline so numbers have context\nNatural Language Queries\n\nUsers can ask questions about their data conversationally:\n\nUser says\tAction\n\"How's our traffic this week?\"\tQuick web analytics summary with week-over-week comparison\n\"What's our MRR?\"\tPull Stripe data, show current MRR with trend\n\"Which blog posts are getting the most traffic?\"\tTop pages report from GA4\n\"Are we ranking better or worse this month?\"\tSearch Console comparison\n\"Generate my weekly report\"\tFull weekly marketing report\n\"How did our launch go?\"\tPull metrics for a specific date range around the launch\n\"Show me revenue by month for the last 6 months\"\tHistorical revenue chart description\nScheduling Reports\n\nHelp users set up recurring reports via cron:\n\n[\n {\n \"name\": \"Daily KPI snapshot\",\n \"schedule\": \"0 8 * * 1-5\",\n \"prompt\": \"Generate daily KPI snapshot and send to Slack #metrics\"\n },\n {\n \"name\": \"Weekly marketing report\",\n \"schedule\": \"0 9 * * 1\",\n \"prompt\": \"Generate weekly marketing report for last week and send via email\"\n },\n {\n \"name\": \"Monthly business review\",\n \"schedule\": \"0 10 1 * *\",\n \"prompt\": \"Generate monthly business review for last month and post to Notion\"\n }\n]\n\nSetup & Configuration\n\nOn first use:\n\nDiscover available tools: check which data sources the user has access to (GA4, Stripe, etc.)\nAuthenticate: help configure API keys or tool access for each source. Store securely in environment variables, never in SKILL.md or memory.\nBaseline: pull initial data to establish benchmarks for future comparisons\nPreferences: ask about reporting frequency, delivery channel, and which metrics matter most\nStore config: save all preferences in workspace memory\nOutput Formats\n\nReports can be delivered as:\n\nChat message: formatted directly in the conversation or messaging channel\nMarkdown file: saved to workspace for archival\nNotion page: if Notion skill is available\nEmail: via configured email skill\nSlack/Discord message: for team channels\nEdge Cases\nPartial data: if some sources are unavailable, generate the report with what's available and note what's missing\nNo historical data: on first run, can only show current snapshot. Note that comparisons will be available next period.\nAPI rate limits: cache data within a session and batch requests\nZero traffic / new site: don't show depressing \"0 visitors\" — instead focus on setup progress and first wins\nMultiple properties: if user has multiple websites/products, ask which one or generate combined report\nCurrency: detect user locale and format currency appropriately\nPrivacy: never include individual user data or PII in reports. Aggregate only." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/ariktulcha/biz-reporter", "publisherUrl": "https://clawhub.ai/ariktulcha/biz-reporter", "owner": "ariktulcha", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/biz-reporter", "downloadUrl": "https://openagent3.xyz/downloads/biz-reporter", "agentUrl": "https://openagent3.xyz/skills/biz-reporter/agent", "manifestUrl": "https://openagent3.xyz/skills/biz-reporter/agent.json", "briefUrl": "https://openagent3.xyz/skills/biz-reporter/agent.md" } }