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Ad Campaign Optimizer

v1.0.52

自动创建和优化多平台广告，支持A/B测试、成本及ROI分析，实现精准受众定向和素材推荐。

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by @yang1002378395-cmyk·MIT-0
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License
MIT-0
最后更新
2026/4/14
安全扫描
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OpenClaw
可疑
medium confidence
The skill's description matches an ad-optimizer, but its runtime instructions reference local python scripts that are not included and it asks for no platform credentials or install steps despite needing them — the package is internally inconsistent.
评估建议
Do not supply platform credentials or run arbitrary commands for this skill as-is. Key concerns: (1) the SKILL.md expects python scripts (create_ad.py, ab_test.py, optimize.py) but no code is included — ask the publisher for the source repository or the missing files; (2) the skill makes claims about integrating multiple ad platforms but declares no API keys or auth method — request explicit list of required credentials and an auth flow before providing secrets; (3) verify what network endpoints...
详细分析 ▾
⚠ 用途与能力
Name/description claim multi-platform ad creation and optimization (Baidu/抖音/微信/小红书). That purpose normally requires platform API credentials and runtime code. The manifest declares no required binaries, no env vars, and no code files, yet SKILL.md shows example commands invoking python scripts (create_ad.py, ab_test.py, optimize.py) which are not present. This mismatch suggests the declared requirements are incomplete or the skill is a thin instruction stub relying on external artifacts.
⚠ 指令范围
SKILL.md instructs running python scripts with parameters to create ads and run A/B tests. It does not describe where those scripts come from, what network endpoints they call, or what credentials they need. The instructions therefore leave broad discretion and implicitly require access to ad-platform credentials and possibly external APIs — none of which are declared. The examples could cause an agent to attempt to run nonexistent local scripts or to ask the user for sensitive tokens later.
ℹ 安装机制
There is no install spec and no code files — this reduces immediate filesystem risk. However, the absence of an install plus references to local python scripts is inconsistent: either the skill should include code or should declare the external dependency/source. The lack of install spec makes it unclear how the advertised functionality would actually be delivered.
⚠ 凭证需求
No environment variables, credentials, or config paths are declared, yet the skill claims to operate across multiple advertising platforms that require API keys/tokens. The omission is disproportionate: a legitimate multi-platform ad tool would normally request or document required API credentials and auth flows. This gap is a red flag for missing or hidden credential usage.
✓ 持久化与权限
always:false and default agent invocation settings are used. The skill does not request permanent inclusion or modify other skills/system settings. No elevated persistence is declared.
安全有层次，运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发，无需署名。

运行时依赖

无特殊依赖

版本

latestv1.0.522026/3/15

- No changes detected in this version; content and features remain the same.

● 无害

安装命令 点击复制

官方npx clawhub@latest install ad-campaign-optimizer
镜像加速npx clawhub@latest install ad-campaign-optimizer --registry https://cn.clawhub-mirror.com

技能文档

描述

自动优化广告投放、A/B 测试、成本优化、ROI 分析。适合广告投放、市场、电商、品牌方。

核心能力

  • 自动创建广告（多平台：百度/抖音/微信/小红书...）
  • A/B 测试（自动测试多版本广告）
  • 成本优化（降低 CPC/CPM）
  • ROI 分析（实时监控）
  • 受众优化（精准定向）
  • 创意优化（推荐最佳素材）

使用场景

  • 电商投放 - 优化产品广告、降低成本、提升转化
  • 品牌投放 - 提升品牌曝光、优化受众定向
  • App 推广 - 优化安装成本、提升留存
  • 本地服务 - 精准投放本地客户、提升到店

定价

  • 基础版：¥299/月 - 单平台 + 基础优化
  • 专业版：¥999/月 - 多平台 + A/B 测试 + ROI 分析
  • 企业版：¥2999/月 - API + 私有部署 + 专属顾问

目标客户

  • 广告投放 / 信息流优化师
  • 市场经理 / 品牌方
  • 电商卖家 / 跨境卖家
  • 企业主 / 创业者

ROI

  • 成本降低：-30%（降低 CPC/CPM）
  • 转化提升：+50%（精准定向）
  • 人力成本：¥10000/月（优化师）→ ¥299-2999/月
  • ROI：3-33 倍

快速开始

# 创建广告
python create_ad.py --platform "抖音" --product 123 --budget 1000
# A/B 测试
python ab_test.py --ad_id 456 --variants 5
# 优化建议
python optimize.py --ad_id 456 --target "降低CPC"

示例输出

📊 广告投放报告
广告：产品A - 抖音信息流
预算：¥1000/天
投放天数：7 天
📈 数据概览：

  • 展示：125,000 次
    • 

  • 点击：3,125 次（CTR 2.5%）
    • 

  • 转化：125 次（CVR 4%）
    • 

  • CPA：¥56（低于行业平均 ¥70）
✅ 优化成果：

  • CPC：从 ¥0.40 降至 ¥0.32（-20%）
    • 

  • CTR：从 2.0% 提升至 2.5%（+25%）
    • 

  • ROI：3.5x（每投入 ¥1 获得 ¥3.5 回报）
💡 优化建议：

  • 增加预算至 ¥1500/天（ROI 良好）
    • 

  • 定向"25-35岁"用户（CTR 最高 3.2%）
    • 

  • 使用素材B（CTR 比素材A 高 30%）
🎯 最佳受众：

  • 年龄：25-35岁
    • 

  • 地区：一线城市
    • 

  • 兴趣：科技/数码
    •

创建时间：2026-03-13

数据来源：ClawHub ↗ · 中文优化：龙虾技能库
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