Best use case
CFN Marketing Ad Campaigns Skill is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
**Version:** 1.0.0
Teams using CFN Marketing Ad Campaigns Skill should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
$curl -o ~/.claude/skills/cfn-marketing-ad-campaigns/SKILL.md --create-dirs "https://raw.githubusercontent.com/masharratt/claude-flow-novice/main/.claude/cfn-extras/skills/marketing/cfn-marketing-ad-campaigns/SKILL.md"
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/cfn-marketing-ad-campaigns/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How CFN Marketing Ad Campaigns Skill Compares
| Feature / Agent | CFN Marketing Ad Campaigns Skill | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
**Version:** 1.0.0
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
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SKILL.md Source
# CFN Marketing Ad Campaigns Skill
**Version:** 1.0.0
**Status:** Production
**Platform Support:** Google Ads, Meta Ads, LinkedIn Ads
## Purpose
Multi-platform paid advertising campaign management skill. Enables creation, budget control, bid strategy optimization, and performance monitoring for digital advertising campaigns across major platforms.
## Core Operations
### 1. Create Campaign
Create new advertising campaign with budget constraints and targeting parameters.
**Script:** `operations/create-campaign.sh`
**Parameters:**
- `--platform` (required): google_ads | meta_ads | linkedin_ads
- `--campaign-name` (required): Campaign display name
- `--daily-budget` (required): Daily spend limit (USD)
- `--lifetime-budget` (required): Total campaign budget (USD)
- `--target-audience` (required): JSON audience definition
- `--start-date` (optional): YYYY-MM-DD format (default: immediate)
- `--end-date` (optional): YYYY-MM-DD format (default: ongoing)
- `--bid-strategy` (optional): Bidding strategy (default: enhanced_cpc)
**Budget Validation:**
- Daily budget: $1 - $500 maximum
- Lifetime budget: $10 - $5,000 maximum
- Exit code 3 on budget violation
**Example:**
```bash
./.claude/skills/cfn-marketing-ad-campaigns/operations/create-campaign.sh \
--platform google_ads \
--campaign-name "Q4 Product Launch" \
--daily-budget 150 \
--lifetime-budget 3000 \
--target-audience '{"age":"25-44","interests":["technology","business"],"locations":["US","CA"]}' \
--bid-strategy maximize_conversions
```
**Response:**
```json
{
"campaign_id": "cmp_a1b2c3d4",
"status": "active",
"daily_budget": 150,
"lifetime_budget": 3000,
"budget_remaining": 3000,
"start_date": "2025-10-29",
"platform": "google_ads"
}
```
---
### 2. Set Budget
Update campaign budget allocation with validation.
**Script:** `operations/set-budget.sh`
**Parameters:**
- `--campaign-id` (required): Campaign identifier
- `--daily-budget` (optional): New daily budget (USD)
- `--lifetime-budget` (optional): New lifetime budget (USD)
- At least one budget parameter required
**Budget Validation:**
- Daily budget: $1 - $500 maximum
- Lifetime budget: $10 - $5,000 maximum
- Cannot decrease lifetime budget below current spend
- Exit code 3 on budget violation
**Example:**
```bash
./.claude/skills/cfn-marketing-ad-campaigns/operations/set-budget.sh \
--campaign-id cmp_a1b2c3d4 \
--daily-budget 200 \
--lifetime-budget 4000
```
**Response:**
```json
{
"campaign_id": "cmp_a1b2c3d4",
"daily_budget": {
"previous": 150,
"updated": 200
},
"lifetime_budget": {
"previous": 3000,
"updated": 4000
},
"budget_remaining": 3850
}
```
---
### 3. Update Bid Strategy
Modify campaign bidding strategy for optimization.
**Script:** `operations/update-bid-strategy.sh`
**Parameters:**
- `--campaign-id` (required): Campaign identifier
- `--bid-strategy` (required): Strategy type
**Supported Strategies:**
- `manual_cpc`: Manual cost-per-click bidding
- `enhanced_cpc`: Automated CPC with conversion optimization
- `maximize_conversions`: Automated bidding to maximize conversions
- `target_cpa`: Target cost per acquisition
- `target_roas`: Target return on ad spend
**Example:**
```bash
./.claude/skills/cfn-marketing-ad-campaigns/operations/update-bid-strategy.sh \
--campaign-id cmp_a1b2c3d4 \
--bid-strategy target_cpa
```
**Response:**
```json
{
"campaign_id": "cmp_a1b2c3d4",
"bid_strategy": {
"previous": "enhanced_cpc",
"updated": "target_cpa"
},
"estimated_impact": {
"cpa_change": "-15%",
"conversion_volume": "+8%"
},
"status": "active"
}
```
---
### 4. Pause/Resume Campaign
Control campaign active status.
**Script:** `operations/pause-campaign.sh`
**Parameters:**
- `--campaign-id` (required): Campaign identifier
- `--action` (required): pause | resume
**Example (Pause):**
```bash
./.claude/skills/cfn-marketing-ad-campaigns/operations/pause-campaign.sh \
--campaign-id cmp_a1b2c3d4 \
--action pause
```
**Response:**
```json
{
"campaign_id": "cmp_a1b2c3d4",
"status": "paused",
"paused_at": "2025-10-29T14:30:00Z",
"budget_remaining": 2850
}
```
**Example (Resume):**
```bash
./.claude/skills/cfn-marketing-ad-campaigns/operations/pause-campaign.sh \
--campaign-id cmp_a1b2c3d4 \
--action resume
```
**Response:**
```json
{
"campaign_id": "cmp_a1b2c3d4",
"status": "active",
"resumed_at": "2025-10-29T15:45:00Z",
"budget_remaining": 2850
}
```
---
### 5. Get Campaign Performance
Fetch performance metrics and analytics.
**Script:** `operations/get-campaign-performance.sh`
**Parameters:**
- `--campaign-id` (required): Campaign identifier
- `--date-range` (optional): last_7_days | last_30_days | custom (default: last_7_days)
- `--start-date` (optional): YYYY-MM-DD (required if date-range=custom)
- `--end-date` (optional): YYYY-MM-DD (required if date-range=custom)
- `--metrics` (optional): Comma-separated metric list (default: all)
**Available Metrics:**
- impressions: Ad view count
- clicks: Click count
- conversions: Conversion count
- spend: Total spend (USD)
- ctr: Click-through rate (%)
- cpa: Cost per acquisition (USD)
- roas: Return on ad spend (ratio)
**Example:**
```bash
./.claude/skills/cfn-marketing-ad-campaigns/operations/get-campaign-performance.sh \
--campaign-id cmp_a1b2c3d4 \
--date-range last_30_days \
--metrics impressions,clicks,conversions,spend,cpa,roas
```
**Response:**
```json
{
"campaign_id": "cmp_a1b2c3d4",
"date_range": {
"start": "2025-09-29",
"end": "2025-10-29"
},
"metrics": {
"impressions": 45230,
"clicks": 1876,
"conversions": 142,
"spend": 1150.00,
"ctr": 4.15,
"cpa": 8.10,
"roas": 3.85
},
"budget": {
"total": 4000,
"spent": 1150,
"remaining": 2850
},
"status": "active"
}
```
---
## Technical Implementation
### Environment Variables
```bash
N8N_BASE_URL="https://your-n8n-instance.com"
N8N_API_KEY="your-api-key"
```
### Budget Validation (Enforced)
All budget operations validate against limits:
```bash
DAILY_MAX=500
LIFETIME_MAX=5000
if (( $(echo "$DAILY_BUDGET > $DAILY_MAX" | bc -l) )); then
echo '{"error": "Daily budget exceeds maximum ($500)", "code": "BUDGET_EXCEEDED"}' >&2
exit 3
fi
```
### Exit Codes
- `0`: Success
- `1`: Validation error (invalid parameters)
- `2`: API error (network/platform failure)
- `3`: Budget violation
### Error Response Format
```json
{
"error": "Error description",
"code": "ERROR_CODE",
"details": {
"field": "field_name",
"constraint": "constraint_description"
}
}
```
---
## Integration Example
```bash
#!/bin/bash
# Create campaign and monitor performance
CAMPAIGN_ID=$(
./.claude/skills/cfn-marketing-ad-campaigns/operations/create-campaign.sh \
--platform google_ads \
--campaign-name "Black Friday Sale" \
--daily-budget 250 \
--lifetime-budget 5000 \
--target-audience '{"age":"25-54","interests":["shopping","deals"]}' \
--bid-strategy maximize_conversions | jq -r '.campaign_id'
)
echo "Campaign created: $CAMPAIGN_ID"
# Wait 7 days
sleep 604800
# Check performance
./.claude/skills/cfn-marketing-ad-campaigns/operations/get-campaign-performance.sh \
--campaign-id "$CAMPAIGN_ID" \
--date-range last_7_days
# Adjust budget if performing well
ROAS=$(get-campaign-performance.sh --campaign-id "$CAMPAIGN_ID" | jq -r '.metrics.roas')
if (( $(echo "$ROAS > 4.0" | bc -l) )); then
echo "Strong performance, increasing budget"
./.claude/skills/cfn-marketing-ad-campaigns/operations/set-budget.sh \
--campaign-id "$CAMPAIGN_ID" \
--daily-budget 350
fi
```
---
## Testing
### Mock Data Setup
```bash
# Set test environment
export N8N_BASE_URL="http://localhost:5678"
export N8N_API_KEY="test-key-12345"
# Test campaign creation
./.claude/skills/cfn-marketing-ad-campaigns/operations/create-campaign.sh \
--platform google_ads \
--campaign-name "Test Campaign" \
--daily-budget 50 \
--lifetime-budget 500 \
--target-audience '{"test":true}'
```
### Budget Validation Tests
```bash
# Test daily budget violation
./.claude/skills/cfn-marketing-ad-campaigns/operations/create-campaign.sh \
--platform google_ads \
--campaign-name "Over Budget Test" \
--daily-budget 600 \
--lifetime-budget 1000 \
--target-audience '{}'
# Expected: Exit code 3, error message
# Test lifetime budget violation
./.claude/skills/cfn-marketing-ad-campaigns/operations/set-budget.sh \
--campaign-id test_campaign \
--lifetime-budget 6000
# Expected: Exit code 3, error message
```
---
## Security Considerations
1. **API Key Protection**: Never log N8N_API_KEY
2. **Input Validation**: All parameters sanitized before API calls
3. **Budget Limits**: Hard-coded maximum limits prevent overspending
4. **Rate Limiting**: Respect platform API rate limits
5. **Audit Logging**: All budget changes logged to stderr
---
## Maintenance
**Dependencies:**
- bash 4.0+
- jq 1.6+
- curl 7.0+
- bc (for budget calculations)
**Update Frequency:** Monthly platform API compatibility checks
**Support Contact:** cfn-marketing-team@example.com
---
## Changelog
**v1.0.0** (2025-10-29)
- Initial release
- 5 core operations
- Budget validation enforcement
- Multi-platform support (Google Ads, Meta Ads, LinkedIn Ads)Related Skills
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