vibecoded-design-tells-analysis
Warn
Audited by Gen Agent Trust Hub on Sep 16, 2026
Risk Level: MEDIUMEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill instructions prompt the user to clone a repository from
https://github.com/JCarterJohnson/vibecoded-design-tells.git. This repository is not associated with the stated skill author or any trusted vendor. - [REMOTE_CODE_EXECUTION]: The skill follows a download-and-execute pattern by instructing the user to clone an external repository and immediately run multiple Python scripts (
collect.py,harvest.py,analyze.py,devibe_scan.py) and install unverified dependencies viapip install -r requirements.txt. - [COMMAND_EXECUTION]: The skill utilizes several shell commands to set up its environment and execute scanners, including
git clone,pip install, andunzip. It specifically instructs the unzipping of skill files into the~/.claude/skills/directory, which modifies the environment of the AI agent. - [INDIRECT_PROMPT_INJECTION]: The skill possesses an ingestion surface for untrusted data from external APIs and local project files.
- Ingestion points: Fetches data from the
arctic-shift.photon-reddit.comAPI and reads local codebase files through thescan_filefunction. - Boundary markers: None identified in the provided script logic to delimit external data from instructions.
- Capability inventory: The skill scripts can perform network requests (
urllib.request), read files, and are intended to be integrated into CI/CD pipelines. - Sanitization: No explicit sanitization or validation of the ingested Reddit content is observed before processing.
Audit Metadata