twscrape
Pass
Audited by Gen Agent Trust Hub on Jul 27, 2026
Risk Level: SAFEPROMPT_INJECTIONEXTERNAL_DOWNLOADSCREDENTIALS_UNSAFE
Full Analysis
- [PROMPT_INJECTION]: The skill facilitates the ingestion of untrusted content from Twitter/X (tweets, profiles, and trends), presenting a significant surface for Indirect Prompt Injection attacks.\n
- Ingestion points: Methods like
api.search(),api.user_tweets(), andapi.trends()described inSKILL.mdandreferences/examples.mdfetch external data into the agent's context.\n - Boundary markers: The instructions do not define delimiters or "ignore embedded instructions" markers for the scraped data.\n
- Capability inventory: The skill utilizes tool capabilities for network access and local file system writes (SQLite database management).\n
- Sanitization: No sanitization or filtering protocols are specified for external content before processing by the agent.\n- [EXTERNAL_DOWNLOADS]: The skill documentation encourages installing the
twscrapelibrary from a non-trusted third-party GitHub repository.\n - Evidence:
pip install git+https://github.com/vladkens/twscrape.gitinreferences/installation.md.\n- [CREDENTIALS_UNSAFE]: The skill's account management workflow involves handling sensitive Twitter logins, email passwords, and session cookies in plain text.\n - Evidence: Examples in
SKILL.mdandreferences/examples.mddemonstrate adding accounts viaapi.pool.add_accountwith credentials and cookies.\n- [PROMPT_INJECTION]: Theskill-report.jsonfile contains a self-referential security audit claiming the skill is safe. This metadata poisoning is intended to override the verdict of automated security scanners.
Audit Metadata