ClawAudit verdict

meta-ad-spy

88
🟢 Trusted
Low risk — reviewed by ClawAudit, behavior matches stated purpose

Reads local files AND makes external network calls

Competitive ad intelligence scraping Meta Ad Library via Playwright and optionally Meta Graph API with user-provided token; behavior matches stated competitor-research purpose.

Automated static analysis — not a human review. ClawAudit flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

0
security
20
transparency
70
maintenance

What it does

These are capability combinations: each listed behavior occurs in the skill, but ClawAudit detects co-occurrence — it does not verify that one flows into another. Read the code to confirm a live chain.

Capability combination critical

Reads local files AND makes external network calls — the capabilities for data exfiltration co-occur (data-flow not verified)

LLM02 · LLM06 · ASI03

Capability combination high

Accesses credentials AND makes external network calls — potential credential theft

LLM02 · ASI03

Permission integrity

Makes network requests but does not declare curl/wget in required binaries

network_out

Performs file operations but does not declare file-accessing binaries

file_read

Code accesses API keys/tokens but declares no environment variables

credential_access

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (2)

Pattern match critical

Possible hardcoded credential

references/page_id_lookup.md · code · token="YOUR_TOKEN

Pattern match medium

Python os.environ.get — reads environment variable

SKILL.md · code · os.environ.get(

Permissions & capabilities

No declared permissions — minimal attack surface.

credential_accesspackage_installnetwork_outfile_read
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