performance-marketing

facebook-ads-analyzer: Optimize Ads

Analyze Facebook ad performance and get data-driven insights for better marketing, ideal for startup founders.

From the repo · “Facebook Ads Analyzer 是一个专业的广告数据分析系统,基于facebook_ads 的 claude code agent skill ,能够: 自动分析 Facebook Ads Manager 导出的 CSV 数据 根据不同广告目标(互动/转化/流量)智能评估广告表现 识别最佳和最差广告 生成详细的诊断报告和优化建议 提供数据驱动的投放策略方案”

intermediate⏱ 30 minutes💵 Free + LLM API costs
48 stars+2★ this week9 forksPythonGuide quality 8/10 · reviewed Jun 30Updated 1/10/2026100% free · open source
What it is

Analyze Facebook ad performance automatically.

Real use case example

"A founder can use this skill to automatically analyze the performance of her Facebook ads after a campaign, identify underperforming ads, and generate a report with recommendations for improvement, saving her hours of manual work and improving the campaign's ROI."

Best insideClaude DesktopClaude CodeAny AI Client
When to use it
  • •When you need to optimize Facebook ad campaigns for better ROI
  • •When you want to identify top-performing ads and scale them
  • •When you need to diagnose and fix underperforming Facebook ads
Ready-to-paste prompt
facebook-ads-analyzer --csv my_facebook_ads_data.csv --goal conversions --output report.html
Heads up: Make sure you have the necessary permissions and access to your Facebook Ads Manager data, as the analyzer requires a CSV export of your ad performance data to function
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/facebook-ads-analyzer && curl -fsSL https://workflowstacks.com/api/skills/facebook-ads-analyzer/claude-skill -o ~/.claude/skills/facebook-ads-analyzer/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

5
top-level files
1
folders
240K
source size
—
license
Key files
README.md
File tree
.claude/
analysis_report.md
CLAUDE.md
data23.csv
README.md
strategy_proposal.md
Quick Actions
Details
Creator
liangdabiao
Language
Python
Category
performance-marketing
Published
1/10/2026

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/facebook-ads-analyzer.svg)](https://workflowstacks.com/skills/facebook-ads-analyzer?utm_source=github&utm_medium=badge)
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