google-ad-scraper
Scrape competitor ads from Google Ads by domain. Returns ad creatives, formats, and campaign details. Use for competitive ad research and messaging analysis.
70
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Low
Low-risk findings worth noting
Low
Low-risk findings.
2 low severity findings. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
In `scripts/search_google_ads.py`, the optional `resolve_advertiser_id()` posts a user-supplied `--company` string into Apify’s `apify~web-scraper` run via `startUrls` (querying `https://adstransparency.google.com/?...&text=...`), and then the web page text/links returned by that outsider-authored webpage are ingested from the resulting dataset to resolve advertiser info.
W012: Unverifiable external dependency detected (runtime URL that controls agent).
What this means
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Why it was flagged
The script calls Apify proxy/API endpoints at runtime (e.g. https://api.apify.com/v2 and optionally https://api.gooseworks.ai) to start remote actors (burbn~google-ads-search and apify~web-scraper), which executes third-party code required for the skill.
- Repository
- gooseworks-ai/goose-skills
- Commit
8866b2a
- Audited
- Security analysis
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