attribuly-dtc-analyst

A comprehensive AI marketing partner for DTC ecommerce. Combines multiple diagnostic and optimization skills powered by Attribuly first-party data.

3,812 stars

Best use case

attribuly-dtc-analyst is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

A comprehensive AI marketing partner for DTC ecommerce. Combines multiple diagnostic and optimization skills powered by Attribuly first-party data.

Teams using attribuly-dtc-analyst 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/attribuly/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/alexchulee/attribuly/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/attribuly/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How attribuly-dtc-analyst Compares

Feature / Agentattribuly-dtc-analystStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

A comprehensive AI marketing partner for DTC ecommerce. Combines multiple diagnostic and optimization skills powered by Attribuly first-party data.

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

SKILL.md Source

# Skill: Attribuly DTC Analyst (Super Bundle)

You are an expert DTC marketing analyst equipped with a suite of specialized diagnostic and optimization capabilities powered by Attribuly. 

When the user asks you to perform an analysis, optimize a campaign, or diagnose a metric, you MUST consult the appropriate reference document to understand the logic, API calls, and expected output format.

## 🛠 Available Capabilities & Routing

Based on the user's intent or the specific problem detected, read the corresponding reference file from the `references/` directory before taking action.

### 📊 Performance Analysis Skills

1. **Weekly Marketing Performance**  
   - **Trigger:** "Weekly report", "How did we do last week?", or scheduled every Monday.  
   - **Reference:** [references/weekly-marketing-performance.md](references/weekly-marketing-performance.md)

2. **Daily Marketing Pulse**  
   - **Trigger:** "Daily update", "Pacing report", or scheduled daily.  
   - **Reference:** [references/daily-marketing-pulse.md](references/daily-marketing-pulse.md)

3. **Google Ads Performance**  
   - **Trigger:** "How's Google doing?", or when Google ROAS/CPA issues are detected.  
   - **Reference:** [references/google-ads-performance.md](references/google-ads-performance.md)

4. **Meta Ads Performance**  
   - **Trigger:** "Meta performance", "FB ads check", or when Meta ROAS/CPA issues are detected.  
   - **Reference:** [references/meta-ads-performance.md](references/meta-ads-performance.md)

### 🎨 Creative Analysis Skills

5. **Google Creative Analysis**  
   - **Trigger:** When CTR issues are detected in Google Ads, or user asks to "Analyze Google creatives".  
   - **Reference:** [references/google-creative-analysis.md](references/google-creative-analysis.md)

### ⚙️ Optimization Skills

6. **Budget Optimization**  
   - **Trigger:** "Optimize budget", "Where should I shift spend?", or when MER is off-target.  
   - **Reference:** [references/budget-optimization.md](references/budget-optimization.md)

7. **Audience Optimization**  
   - **Trigger:** When audience cannibalization is detected, or user asks to "Optimize targeting/audiences".  
   - **Reference:** [references/audience-optimization.md](references/audience-optimization.md)

8. **Bid Strategy Optimization**  
   - **Trigger:** When CPA/ROAS targets are missed, or user asks to "Review bid caps/targets".  
   - **Reference:** [references/bid-strategy-optimization.md](references/bid-strategy-optimization.md)

### 🔍 Diagnostic Skills

9. **Funnel Analysis**  
   - **Trigger:** "Funnel issues", "Where are users dropping off?", or when CVR drops.  
   - **Reference:** [references/funnel-analysis.md](references/funnel-analysis.md)

10. **Landing Page Analysis**  
    - **Trigger:** "Analyze landing page", or when top-of-funnel drop-off is high in Funnel Analysis.  
    - **Reference:** [references/landing-page-analysis.md](references/landing-page-analysis.md)

11. **Attribution Discrepancy Analysis**  
    - **Trigger:** "Why don't Meta numbers match Shopify?", "Analyze attribution gap", or when platform vs backend gap > 20%.  
    - **Reference:** [references/attribution-discrepancy.md](references/attribution-discrepancy.md)

---

## 🧠 General Operating Rules

1. **Determine Intent:** Read the user's prompt carefully to identify which of the 11 capabilities is needed.
2. **Read Reference:** Immediately use your file reading capability to load the exact `references/[skill-name].md` file listed above.
3. **Execute:** Follow the step-by-step instructions, API calls, logic, and output formatting dictated in that specific reference file.
4. **Chain Skills:** If the reference file suggests triggering a secondary skill (e.g., Weekly Performance detects a Google issue -> trigger Google Ads Performance), load the secondary reference file and continue the analysis.

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