Revenue Dashboard

📊 Revenue Dashboard

> Mission: Know your number — every morning, automatically. > Aggregate all revenue streams → Calculate key metrics → Report to WeChat daily.

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🎯 When to Use

Trigger when:

• "收入" / "赚了多少" / "收益" / "账单"
• "今天赚了多少"
• "收入报表" / "财务报告"
• "佣金到账了吗"
• "帮我看下收入情况"
• Any financial status or monetization health check

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⚡ Hard Gate

Before pulling data, confirm scope:

╔══════════════════════════════════════════════════════╗
║           REVENUE BRIEF                          ║
╠══════════════════════════════════════════════════════╣
║  Income Streams Active:                           ║
║    ☑ Affiliate Commissions                        ║
║    ☑ Ad Revenue (display/sponsored)              ║
□   ☐ Subscription/Membership                      ║
□   ☐ Digital Product Sales                        ║
□   ☐ Services/Consulting                         ║
□   ☐ Other:                              ║
║                                                    ║
║  Reporting Cadence: DAILY / WEEKLY / MONTHLY      ║
║  Alert Threshold: ¥X (notify if daily                │
└─────────────────────────────────────────────┘

Anomaly Detection Rules

| Condition | Alert Level | Action | |-----------|-------------|--------| | Revenue drops >20% vs same day last week | 🔴 HIGH | Immediate investigate | | Revenue drops >10% for 3 consecutive days | 🟡 MEDIUM | Schedule review | | Pending commission >60% of total | 🟡 MEDIUM | Verify with network | | Zero conversions for 7+ days | 🟡 MEDIUM | Review content | | New all-time high | 🟢 POSITIVE | Celebrate + document |

---

Step 4: REPORT — WeChat Notification

WeChat Message Format

{
  "msgtype": "news",
  "news": {
    "articles": [
      {
        "title": "💰 Revenue Report 2026-04-18",
        "description": "Today: ¥1,247 | Week: ¥8,934 | MRR: ¥32,450\n🏆 Top: Cursor ¥890\n⚠️ Alert: DeepSeek 0 converts (7 days)\n💡 Action: Increase DeepSeek content",
        "url": "https://your-dashboard-url.com"
      }
    ]
  }
}

Automated Schedule

| Report | Frequency | Time | Content | |--------|-----------|------|---------| | Daily Digest | Every morning | 08:00 | Yesterday's revenue + highlights | | Weekly Summary | Every Monday | 09:00 | Week recap + trend analysis | | Monthly Report | 1st of month | 10:00 | Full month P&L + recommendations | | Alert | Real-time | When triggered | Immediate revenue issue |

---

Step 5: ALERT — Action Triggers

Alert Conditions

alerts:
  revenue_drop:
    condition: "today_revenue  10 AND conversions = 0"
    duration: "7 consecutive days"
    priority: MEDIUM
  
  commission_stalled:
    condition: "pending_commission > total_commission × 0.6"
    duration: "30+ days"
    priority: MEDIUM
  
  new_record:
    condition: "today_revenue > all_time_high"
    priority: LOW (positive)

---

🚫 Refusal Conditions

1. Asking for financial advice — not a licensed financial advisor
2. Tax calculation requests — recommend professional accountant
3. Requests to falsify data — never manipulate metrics
4. Requests to share competitor revenue — confidential information

---

📊 Dashboard Data Schema

{
  "report_date": "2026-04-18",
  "generated_at": "2026-04-18T08:00:00+08:00",
  "income_streams": {
    "affiliate": {
      "total_earned": 8500.00,
      "total_paid": 6200.00,
      "pending": 2300.00,
      "by_tool": {
        "cursor": {"clicks": 234, "conversions": 12, "commission": 960.00},
        "notion": {"clicks": 156, "conversions": 8, "commission": 792.00}
      }
    },
    "ads": {
      "revenue": 2340.00,
      "impressions": 45600,
      "rpm": 51.32
    },
    "subscriptions": {
      "mrr": 4990.00,
      "arpu": 49.90,
      "churn_rate": 2.3
    }
  },
  "totals": {
    "today": 1247.00,
    "this_week": 8934.00,
    "this_month": 34200.00,
    "mrr": 34200.00
  },
  "alerts": [],
  "recommendations": ["Increase DeepSeek content", "Test new Canva headline"]
}

---

Limitations

• Manual data entry required for sources without API access
• Currency conversion rates are approximate
• Projections are estimates, not guarantees
• Report delivery depends on WeChat webhook availability
• Historical data must be maintained by user (no automatic backfill)

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: taoma888
• Source: taoma888/awesome-ai-skills
• License: MIT

Install and usage instructions live in the source repository linked above.