File contents
name: weekly-report
description: Generate weekly performance reports aggregating metrics across accounts and campaigns, highlighting winners and losers, calculating ROI/ROAS, and providing recommendations. Use for weekly review meetings, client updates, or tracking overall performance trends.
Weekly Report Generator
Create comprehensive weekly performance summaries.
Process
Step 1: Aggregate Metrics
Gather Data From:
All active ad accounts
All campaigns
Tracking platforms
Network/offer dashboards
Key Metrics:
Total spend
Total revenue/conversions
CPA/CPL by offer
ROAS/ROI overall
Click metrics (CTR, CPC)
Conversion metrics (CVR)
Step 2: Highlight Winners and Losers
Winners:
Top performing campaigns
Best creative performers
Offers exceeding targets
Scaling successes
Losers:
Underperforming campaigns
Failing creatives
Offers below target
Budget drains
Step 3: Calculate Overall ROI/ROAS
Formulas:
ROI = (Revenue - Spend) / Spend × 100
ROAS = Revenue / Spend
Profit = Revenue - Spend
Margin = Profit / Revenue × 100
Segment By:
Offer/vertical
Traffic source
Account
Creative type
Step 4: Identify Trends and Anomalies
Trend Analysis:
Week-over-week changes
Month-over-month changes
Seasonal patterns
Platform changes impact
Anomaly Detection:
Sudden performance drops
Unexpected winners
Cost spikes
Volume changes
Step 5: Output Executive Summary
## WEEKLY REPORT: [Date Range]
### EXECUTIVE SUMMARY
**Overall Performance:**
- Total Spend: $[X]
- Total Revenue: $[X]
- Profit: $[X]
- ROI: [X]%
- ROAS: [X]x
**Week-over-Week:**
- Spend: [+/-X%]
- Revenue: [+/-X%]
- ROI: [+/-X pts]
**Key Wins:**
- [Win 1]
- [Win 2]
**Key Challenges:**
- [Challenge 1]
- [Challenge 2]
---
### PERFORMANCE BY OFFER
| Offer | Spend | Revenue | Profit | ROI | vs Target | Status |
|-------|-------|---------|--------|-----|-----------|--------|
| [Offer 1] | $X | $X | $X | X% | +/-X% | [G/Y/R] |
| [Offer 2] | $X | $X | $X | X% | +/-X% | [G/Y/R] |
| **TOTAL** | $X | $X | $X | X% | | |
---
### TOP PERFORMERS
**Best Campaigns:**
1. [Campaign] - ROI: X%, Spend: $X
2. [Campaign] - ROI: X%, Spend: $X
3. [Campaign] - ROI: X%, Spend: $X
**Best Creatives:**
1. [Creative] - CPA: $X, Spend: $X
2. [Creative] - CPA: $X, Spend: $X
3. [Creative] - CPA: $X, Spend: $X
**Scaling Successes:**
- [Description of what scaled well]
---
### UNDERPERFORMERS
**Struggling Campaigns:**
1. [Campaign] - Issue: [Problem], Action: [Fix]
2. [Campaign] - Issue: [Problem], Action: [Fix]
**Failed Creatives:**
- [Creative batch] - Why: [Analysis]
**Budget Drains:**
- [Where money was lost and why]
---
### TREND ANALYSIS
**Week-over-Week Comparison:**
| Metric | Last Week | This Week | Change |
|--------|-----------|-----------|--------|
| Spend | $X | $X | +/-X% |
| Revenue | $X | $X | +/-X% |
| CPA | $X | $X | +/-X% |
| CVR | X% | X% | +/-X pts |
**Notable Trends:**
- [Trend 1 with analysis]
- [Trend 2 with analysis]
**Anomalies:**
- [Unusual occurrence and explanation]
---
### ACCOUNT HEALTH
| Account | Status | Spend | Issues |
|---------|--------|-------|--------|
| [Acc 1] | Active | $X | None |
| [Acc 2] | Warning | $X | [Issue] |
| [Acc 3] | Scaling | $X | None |
---
### CREATIVE STATUS
**Production This Week:**
- New creatives launched: [#]
- Variations created: [#]
- Concepts tested: [#]
**Creative Inventory:**
- Active winners: [#]
- In testing: [#]
- In production: [#]
**Fatigue Alerts:**
- [Creatives showing fatigue]
---
### RECOMMENDATIONS
**Immediate Actions (This Week):**
1. [Action] - Priority: High - Owner: [Name]
2. [Action] - Priority: High - Owner: [Name]
**Strategic Initiatives (This Month):**
1. [Initiative] - Expected impact: [Result]
2. [Initiative] - Expected impact: [Result]
**Tests to Run:**
1. [Test hypothesis]
2. [Test hypothesis]
---
### NEXT WEEK GOALS
| Metric | Target | Stretch |
|--------|--------|---------|
| Spend | $X | $X |
| Revenue | $X | $X |
| ROI | X% | X% |
**Focus Areas:**
1. [Priority 1]
2. [Priority 2]
3. [Priority 3]
---
### APPENDIX
**Daily Breakdown:**
[Detailed daily metrics if needed]
**Campaign Details:**
[Expanded campaign-level data]
Reporting Best Practices
Frequency:
Daily: Quick CPA/spend check
Weekly: Full performance review
Monthly: Strategic analysis
Audience Adaptation:
Executive: Summary + recommendations
Media buyer: Detailed metrics + actions
Creative team: What's working/not working
Action Orientation:
Every insight should have an action
Prioritize recommendations
Assign ownership
Source: General affiliate/agency best practices
Converted and distributed by TomeVault — claim your Tome and manage your conversions.
1 --- 2 name: walkerhi11-mediabuy-plugins-weekly-report 3 description: --- 4 --- 5 --- 6 name: weekly-report 7 description: Generate weekly performance reports aggregating metrics across accounts and campaigns, highlighting winners and losers, calculating ROI/ROAS, and providing recommendations. Use for weekly review meetings, client updates, or tracking overall performance trends. 8 --- 9 10 # Weekly Report Generator 11 12 Create comprehensive weekly performance summaries. 13 14 ## Process 15 16 ### Step 1: Aggregate Metrics 17 18 **Gather Data From:** 19 - All active ad accounts 20 - All campaigns 21 - Tracking platforms 22 - Network/offer dashboards 23 24 **Key Metrics:** 25 - Total spend 26 - Total revenue/conversions 27 - CPA/CPL by offer 28 - ROAS/ROI overall 29 - Click metrics (CTR, CPC) 30 - Conversion metrics (CVR) 31 32 ### Step 2: Highlight Winners and Losers 33 34 **Winners:** 35 - Top performing campaigns 36 - Best creative performers 37 - Offers exceeding targets 38 - Scaling successes 39 40 **Losers:** 41 - Underperforming campaigns 42 - Failing creatives 43 - Offers below target 44 - Budget drains 45 46 ### Step 3: Calculate Overall ROI/ROAS 47 48 **Formulas:** 49 - ROI = (Revenue - Spend) / Spend × 100 50 - ROAS = Revenue / Spend 51 - Profit = Revenue - Spend 52 - Margin = Profit / Revenue × 100 53 54 **Segment By:** 55 - Offer/vertical 56 - Traffic source 57 - Account 58 - Creative type 59 60 ### Step 4: Identify Trends and Anomalies 61 62 **Trend Analysis:** 63 - Week-over-week changes 64 - Month-over-month changes 65 - Seasonal patterns 66 - Platform changes impact 67 68 **Anomaly Detection:** 69 - Sudden performance drops 70 - Unexpected winners 71 - Cost spikes 72 - Volume changes 73 74 ### Step 5: Output Executive Summary 75 76 ``` 77 ## WEEKLY REPORT: [Date Range] 78 79 ### EXECUTIVE SUMMARY 80 81 **Overall Performance:** 82 - Total Spend: $[X] 83 - Total Revenue: $[X] 84 - Profit: $[X] 85 - ROI: [X]% 86 - ROAS: [X]x 87 88 **Week-over-Week:** 89 - Spend: [+/-X%] 90 - Revenue: [+/-X%] 91 - ROI: [+/-X pts] 92 93 **Key Wins:** 94 - [Win 1] 95 - [Win 2] 96 97 **Key Challenges:** 98 - [Challenge 1] 99 - [Challenge 2] 100 101 --- 102 103 ### PERFORMANCE BY OFFER 104 105 | Offer | Spend | Revenue | Profit | ROI | vs Target | Status | 106 |-------|-------|---------|--------|-----|-----------|--------| 107 | [Offer 1] | $X | $X | $X | X% | +/-X% | [G/Y/R] | 108 | [Offer 2] | $X | $X | $X | X% | +/-X% | [G/Y/R] | 109 | **TOTAL** | $X | $X | $X | X% | | | 110 111 --- 112 113 ### TOP PERFORMERS 114 115 **Best Campaigns:** 116 1. [Campaign] - ROI: X%, Spend: $X 117 2. [Campaign] - ROI: X%, Spend: $X 118 3. [Campaign] - ROI: X%, Spend: $X 119 120 **Best Creatives:** 121 1. [Creative] - CPA: $X, Spend: $X 122 2. [Creative] - CPA: $X, Spend: $X 123 3. [Creative] - CPA: $X, Spend: $X 124 125 **Scaling Successes:** 126 - [Description of what scaled well] 127 128 --- 129 130 ### UNDERPERFORMERS 131 132 **Struggling Campaigns:** 133 1. [Campaign] - Issue: [Problem], Action: [Fix] 134 2. [Campaign] - Issue: [Problem], Action: [Fix] 135 136 **Failed Creatives:** 137 - [Creative batch] - Why: [Analysis] 138 139 **Budget Drains:** 140 - [Where money was lost and why] 141 142 --- 143 144 ### TREND ANALYSIS 145 146 **Week-over-Week Comparison:** 147 | Metric | Last Week | This Week | Change | 148 |--------|-----------|-----------|--------| 149 | Spend | $X | $X | +/-X% | 150 | Revenue | $X | $X | +/-X% | 151 | CPA | $X | $X | +/-X% | 152 | CVR | X% | X% | +/-X pts | 153 154 **Notable Trends:** 155 - [Trend 1 with analysis] 156 - [Trend 2 with analysis] 157 158 **Anomalies:** 159 - [Unusual occurrence and explanation] 160 161 --- 162 163 ### ACCOUNT HEALTH 164 165 | Account | Status | Spend | Issues | 166 |---------|--------|-------|--------| 167 | [Acc 1] | Active | $X | None | 168 | [Acc 2] | Warning | $X | [Issue] | 169 | [Acc 3] | Scaling | $X | None | 170 171 --- 172 173 ### CREATIVE STATUS 174 175 **Production This Week:** 176 - New creatives launched: [#] 177 - Variations created: [#] 178 - Concepts tested: [#] 179 180 **Creative Inventory:** 181 - Active winners: [#] 182 - In testing: [#] 183 - In production: [#] 184 185 **Fatigue Alerts:** 186 - [Creatives showing fatigue] 187 188 --- 189 190 ### RECOMMENDATIONS 191 192 **Immediate Actions (This Week):** 193 1. [Action] - Priority: High - Owner: [Name] 194 2. [Action] - Priority: High - Owner: [Name] 195 196 **Strategic Initiatives (This Month):** 197 1. [Initiative] - Expected impact: [Result] 198 2. [Initiative] - Expected impact: [Result] 199 200 **Tests to Run:** 201 1. [Test hypothesis] 202 2. [Test hypothesis] 203 204 --- 205 206 ### NEXT WEEK GOALS 207 208 | Metric | Target | Stretch | 209 |--------|--------|---------| 210 | Spend | $X | $X | 211 | Revenue | $X | $X | 212 | ROI | X% | X% | 213 214 **Focus Areas:** 215 1. [Priority 1] 216 2. [Priority 2] 217 3. [Priority 3] 218 219 --- 220 221 ### APPENDIX 222 223 **Daily Breakdown:** 224 [Detailed daily metrics if needed] 225 226 **Campaign Details:** 227 [Expanded campaign-level data] 228 ``` 229 230 ## Reporting Best Practices 231 232 **Frequency:** 233 - Daily: Quick CPA/spend check 234 - Weekly: Full performance review 235 - Monthly: Strategic analysis 236 237 **Audience Adaptation:** 238 - Executive: Summary + recommendations 239 - Media buyer: Detailed metrics + actions 240 - Creative team: What's working/not working 241 242 **Action Orientation:** 243 - Every insight should have an action 244 - Prioritize recommendations 245 - Assign ownership 246 247 Source: General affiliate/agency best practices 248 249 --- 250 > Converted and distributed by [TomeVault](https://tomevault.io/claim/walkerhi11) — claim your Tome and manage your conversions. 251 <!-- tomevault:4.0:skill_md:2026-04-16 -->
tomevault-io/skills-registry/tree/main/walkerhi11--mediabuy-plugins--weekly-report commit b59613a35c
Frequently asked questions How do I install the Walkerhi11 Mediabuy Plugins Weekly Report skill? Run npx skillmds@latest add tomevault-io/walkerhi11-mediabuy-plugins-weekly-report in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
What does the Walkerhi11 Mediabuy Plugins Weekly Report skill do? --- It is listed under Docs & Writing on SkillMD.
Is Walkerhi11 Mediabuy Plugins Weekly Report safe to use? This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
Which AI agents work with Walkerhi11 Mediabuy Plugins Weekly Report? This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Is Walkerhi11 Mediabuy Plugins Weekly Report free to use? Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
Who published Walkerhi11 Mediabuy Plugins Weekly Report? tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.