# Send SaaS Metrics Dashboard to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "afrexai-saas-metrics", "name": "SaaS Metrics Dashboard", "source": "tencent", "type": "skill", "category": "数据分析", "sourceUrl": "https://clawhub.ai/1kalin/afrexai-saas-metrics", "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-saas-metrics", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/afrexai-saas-metrics", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-saas-metrics", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md" ], "downloadMode": "redirect", "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/afrexai-saas-metrics" }, "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." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/afrexai-saas-metrics", "downloadUrl": "https://openagent3.xyz/downloads/afrexai-saas-metrics", "agentUrl": "https://openagent3.xyz/skills/afrexai-saas-metrics/agent", "manifestUrl": "https://openagent3.xyz/skills/afrexai-saas-metrics/agent.json", "briefUrl": "https://openagent3.xyz/skills/afrexai-saas-metrics/agent.md" } } ``` ## Documentation ### SaaS Metrics Dashboard Generate a complete SaaS metrics analysis from your data. Covers the 15 metrics that actually matter for B2B SaaS in 2026 — not vanity numbers. ### What It Does When triggered, this skill: Asks for your current numbers (MRR, churn, CAC, etc.) Calculates derived metrics (LTV:CAC, Magic Number, Rule of 40, Burn Multiple) Benchmarks against 2026 SaaS medians by stage (Pre-Seed → Series C+) Flags red/yellow/green across every metric Outputs a board-ready metrics summary with action items ### Revenue Metrics MetricFormula2026 Benchmark (Series A)MRRSum of monthly recurring revenue$80K-$250KARRMRR × 12$1M-$3MNet Revenue Retention (NRR)(Starting MRR + Expansion - Contraction - Churn) / Starting MRR>110%Gross Revenue Retention (GRR)(Starting MRR - Contraction - Churn) / Starting MRR>85%Revenue per EmployeeARR / Headcount$150K-$250K ### Growth Metrics MetricFormulaHealthy RangeMoM Growth(This Month MRR - Last Month MRR) / Last Month MRR10-20% pre-Series AQuick Ratio(New MRR + Expansion MRR) / (Contraction MRR + Churned MRR)>4.0Magic NumberNet New ARR (QoQ) / Prior Quarter S&M Spend>0.75 ### Unit Economics MetricFormulaTargetCACTotal S&M Spend / New Customers AcquiredVaries by ACVLTVARPU × Gross Margin % / Monthly Churn Rate>3× CACLTV:CAC RatioLTV / CAC3:1 to 5:1CAC PaybackCAC / (ARPU × Gross Margin %)<18 monthsGross Margin(Revenue - COGS) / Revenue>70% ### Efficiency Metrics MetricFormulaTargetRule of 40Revenue Growth % + EBITDA Margin %>40Burn MultipleNet Burn / Net New ARR<2.0 ### Benchmarks by Stage (2026) StageARRNRRLTV:CACBurn MultipleRule of 40Pre-Seed<$100KN/AN/A<5.0N/ASeed$100K-$1M>100%>2:1<3.0>20Series A$1M-$5M>110%>3:1<2.0>30Series B$5M-$20M>115%>3.5:1<1.5>35Series C+>$20M>120%>4:1<1.0>40 ### Red Flag Detection The skill automatically flags: NRR below 100% — your bucket is leaking. Fix churn before spending on acquisition. LTV:CAC below 1:1 — you're paying more to acquire customers than they're worth. Stop spending. CAC Payback over 24 months — capital efficiency problem. Tighten sales cycle or raise ACV. Burn Multiple over 3.0 — burning cash faster than growing. Cut or pivot. Quick Ratio below 1.0 — losing more revenue than gaining. Emergency. Gross Margin below 60% — not a SaaS business, it's a services business with software. ### How to Use Tell the agent: Run the SaaS metrics analysis. Here are my numbers: - MRR: $45,000 - Monthly churn: 3.2% - New customers this month: 12 - S&M spend this month: $28,000 - ARPU: $380/mo - Gross margin: 74% - Headcount: 8 - Monthly burn: $62,000 The agent will calculate all derived metrics, benchmark them, and give you a prioritized action list. ### Output Format 📊 SaaS METRICS DASHBOARD — [Company] — [Month YYYY] 🟢 HEALTHY 🟡 WATCH 🔴 FIX NOW ───────────────────────────────────────────────── MRR: $45K NRR: 104% Churn: 3.2% Gross Margin: 74% Quick Ratio: 2.1 CAC Payback: 22mo Rule of 40: 38 LTV:CAC: 2.4:1 TOP 3 ACTIONS: 1. [Most urgent metric fix with specific target] 2. [Second priority with timeline] 3. [Third priority with expected impact] ### Industry Adjustments Different verticals have different healthy ranges: Vertical SaaS (healthcare, legal, construction): Higher gross margins (80%+), lower churn (<2%), higher ACV Horizontal SaaS (productivity, analytics): Lower margins, higher volume, faster sales cycles Usage-based (API, infrastructure): Track consumption metrics alongside traditional SaaS metrics PLG (product-led growth): Add activation rate, time-to-value, viral coefficient ### Want the Full Picture? This skill covers metrics. For the complete business operations stack: 🔗 AfrexAI Context Packs — $47 each, 10 industries. Full agent configs with financial models, compliance frameworks, and operational playbooks. 🔗 AI Revenue Calculator — Free tool. See exactly where AI agents save money in your business. 🔗 Agent Setup Wizard — Configure your AI agent stack in 5 minutes. Bundle deals: Pick 3 packs — $97 All 10 packs — $197 Everything bundle — $247 ## Trust - Source: tencent - Verification: Indexed source record - Publisher: 1kalin - Version: 1.0.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-23T16:43:11.935Z - Expires at: 2026-04-30T16:43:11.935Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/afrexai-saas-metrics) - [Send to Agent page](https://openagent3.xyz/skills/afrexai-saas-metrics/agent) - [JSON manifest](https://openagent3.xyz/skills/afrexai-saas-metrics/agent.json) - [Markdown brief](https://openagent3.xyz/skills/afrexai-saas-metrics/agent.md) - [Download page](https://openagent3.xyz/downloads/afrexai-saas-metrics)