Scrapeless LLM Chat Scraper Skill

AdvisoryAudited by Static analysis on Apr 30, 2026.

Overview

No suspicious patterns detected.

Findings (0)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

Anyone using the skill must provide an API token, so misuse or exposure of that token could affect the user's Scrapeless account or billing.

Why it was flagged

The skill requires a Scrapeless API token, which gives the skill authenticated authority to create and retrieve Scrapeless scraper tasks.

Skill content
credentials:
  - X_API_TOKEN
env:
  required:
    - X_API_TOKEN
Recommendation

Use a token intended for this integration, store it securely, monitor usage, and rotate it if it may have been exposed.

What this means

Prompts, country/mode settings, and resulting task data may be processed by Scrapeless, so confidential prompts could be shared with a third party.

Why it was flagged

The script sends the user's prompt and options to the Scrapeless API, which is expected for this skill but means the data leaves the local environment.

Skill content
self.api_base_url = 'https://api.scrapeless.com'
...
'prompt': prompt,
'country': country
...
response = requests.post(..., json=payload, timeout=30)
Recommendation

Avoid sending secrets or sensitive personal/business data unless you trust Scrapeless's handling, privacy, and retention practices.

What this means

Dependency behavior could vary over time depending on what versions are installed from the package index.

Why it was flagged

The dependency versions are lower-bound ranges rather than pinned exact versions, so future installs may resolve to newer package versions.

Skill content
requests>=2.31.0
python-dotenv>=1.0.0
Recommendation

Install in a virtual environment and consider pinning or locking dependency versions for repeatable, lower-risk installs.