ClawHub

Programmatic Ad Analyst

v1.0.0

Use when the user wants to analyze, diagnose, or optimize programmatic advertising campaigns. Triggers on: "why is my CPM high", "analyze ad performance", "e...

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by@melody2333333333
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Benign
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Benign
high confidence
✓
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.
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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.
Assessment
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.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.
Termshttps://spdx.org/licenses/MIT-0.html

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