Caveat verdict

Python 爬虫架构师

python-crawler-architect

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Reads local files AND makes external network calls

Skill provides Python web crawler architecture guidance using asyncio, SQLAlchemy, and proxy pools; all described techniques are standard web scraping patterns with no suspicious exfiltration or manipulation.

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

0
security
70
transparency
70
maintenance

What it does

These are capability combinations: each listed behavior occurs in the skill, but Caveat 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 medium

Both reads and writes files — verify scope is limited to intended directories

LLM06 · ASI02

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+write

Findings (3)

Pattern match high

Pipe to python — executes piped content as Python code

SKILL.md · prose · downgraded · | Python

Pattern match medium

Python aiohttp session — async network access

SKILL.md · code · aiohttp.ClientSession

Pattern match low

Python os.getenv — reads environment variable

SKILL.md · prose · downgraded · os.getenv(

Permissions & capabilities

No declared permissions — minimal attack surface.

network_outfile_readfile_write
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