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Programmatic Ad Analyst
作者
Melody2333333333
· GitHub ↗
· v1.0.0
· MIT-0
146
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当前安装
1
版本数
在 OpenClaw 中安装
/install programmatic-ad-analyst
功能描述
Use when the user wants to analyze, diagnose, or optimize programmatic advertising campaigns. Triggers on: "why is my CPM high", "analyze ad performance", "e...
安全使用建议
This skill is instruction-only and internally consistent with being a programmatic-advertising analyst. Before sharing data, avoid supplying account credentials, API keys, or raw logs that contain PII; instead provide anonymized or aggregated campaign metrics (CPM, CTR, spend, impressions, conversion counts) and any relevant configuration (targeting, pacing, floor settings). Be mindful that the agent can use web search (declared) to augment answers. If you need the agent to analyze live account data, prefer using platform-native integrations (DSP/SSP APIs) with scoped service accounts rather than pasting credentials into chat.
功能分析
Type: OpenClaw Skill
Name: programmatic-ad-analyst
Version: 1.0.0
The skill bundle is a domain-specific knowledge base for programmatic advertising analysis, providing frameworks for auction mechanics, audience targeting, and Chinese market platforms (e.g., Ocean Engine, Alimama). It contains no executable code, suspicious dependencies, or instructions that would lead to data exfiltration or unauthorized system access. The content in SKILL.md is strictly aligned with its stated purpose of campaign diagnostics and optimization.
能力评估
Purpose & Capability
Name/description match the SKILL.md content: the skill provides diagnostic frameworks for programmatic advertising (RTB, targeting, metrics) and only declares the web_search tool. It does not require unrelated binaries, credentials, or system access.
Instruction Scope
The SKILL.md instructs the agent to act as a senior analyst and to diagnose campaigns when users present campaign data. It does not ask the agent to read local files, environment variables, or call unexpected external endpoints. Note: the skill assumes users will provide campaign data; sensitive account credentials or raw logs could be requested by the agent in conversation if the agent asks for more context, so data-handling guidance is relevant.
Install Mechanism
No install spec and no code files — lowest risk. There is no download or package installation described.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. This is proportionate to an analyst/counsel skill that operates on user-provided data and web_search.
Persistence & Privilege
always is false and autonomous invocation is allowed (platform default). The skill does not request permanent presence or elevated privileges, nor does it attempt to modify other skills or system settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install programmatic-ad-analyst - 安装完成后，直接呼叫该 Skill 的名称或使用
/programmatic-ad-analyst触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release. Covers RTB auction mechanics (first-price/second-price, bid shading, floor dynamics), audience targeting signal hierarchy, attribution model comparison, walled garden over-reporting diagnosis, and Chinese market specifics platform guide, oCPM learning phase requirements, attribution isolation workarounds). Includes 2025-2026 CPM/CTR benchmarks across 7 CN platforms.
元数据
常见问题
Programmatic Ad Analyst 是什么？
Use when the user wants to analyze, diagnose, or optimize programmatic advertising campaigns. Triggers on: "why is my CPM high", "analyze ad performance", "e... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 146 次。
如何安装 Programmatic Ad Analyst？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install programmatic-ad-analyst」即可一键安装，无需额外配置。
Programmatic Ad Analyst 是免费的吗？
是的，Programmatic Ad Analyst 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Programmatic Ad Analyst 支持哪些平台？
Programmatic Ad Analyst 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Programmatic Ad Analyst？
由 Melody2333333333（@melody2333333333）开发并维护，当前版本 v1.0.0。
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