Summary
zotpilot v0.3.0 was classified as CRITICAL RISK with a risk score of 733. Sigil detected 55 findings across 122 files, covering phases including provenance, install hooks, code patterns, network exfiltration, obfuscation. Review the findings below before installing this package.
Package description: AI-powered Zotero research assistant — MCP server + agent skill
v0.3.0
22 March 2026, 19:14 UTC
by Sigil Bot
Risk Score
733
Findings
55
Files Scanned
122
Provenance
Findings by Phase
Phase Ordering
Phases are ordered by criticality, with the most dangerous at the top. Click any phase header to expand or collapse its findings. Critical phases are expanded by default.
install-makefile-curl
HIGHMakefile/script pipes remote content to shell
zotpilot-0.3.0/SKILL.md:45
2. **uv** (package manager):
- Linux/macOS: `curl -LsSf https://astral.sh/uv/install.sh | sh`
- Windows (PowerShell): `powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"`Why was this flagged?
A script or Makefile pipes content from a remote URL directly into a shell (curl | sh or wget | bash). This is inherently dangerous because the remote content can change at any time, and the command runs with the current user's permissions. Rated HIGH because it requires manual execution (unlike install hooks) but still executes arbitrary remote code.
install-makefile-curl
HIGHMakefile/script pipes remote content to shell
zotpilot-0.3.0/references/install-steps.md:15
If Python < 3.10: tell user to upgrade. Link: https://python.org
If uv missing: tell user to install. One-liner: `curl -LsSf https://astral.sh/uv/install.sh | sh`
Why was this flagged?
A script or Makefile pipes content from a remote URL directly into a shell (curl | sh or wget | bash). This is inherently dangerous because the remote content can change at any time, and the command runs with the current user's permissions. Rated HIGH because it requires manual execution (unlike install hooks) but still executes arbitrary remote code.
install-makefile-curl
HIGHMakefile/script pipes remote content to shell
zotpilot-0.3.0/references/troubleshooting.md:8
| `zotpilot: command not found` | CLI not installed | `python3 scripts/run.py status` (auto-installs) |
| `uv: command not found` | uv not installed | `curl -LsSf https://astral.sh/uv/install.sh \| sh` |
| status shows `config_exists: false` | Never ran setup | `zotpilot setup --non-interactive` |Why was this flagged?
A script or Makefile pipes content from a remote URL directly into a shell (curl | sh or wget | bash). This is inherently dangerous because the remote content can change at any time, and the command runs with the current user's permissions. Rated HIGH because it requires manual execution (unlike install hooks) but still executes arbitrary remote code.
install-makefile-curl
HIGHMakefile/script pipes remote content to shell
zotpilot-0.3.0/scripts/run.py:45
"Install it:\n"
" Linux/macOS: curl -LsSf https://astral.sh/uv/install.sh | sh\n"
" Windows: powershell -ExecutionPolicy ByPass -c "Why was this flagged?
A script or Makefile pipes content from a remote URL directly into a shell (curl | sh or wget | bash). This is inherently dangerous because the remote content can change at any time, and the command runs with the current user's permissions. Rated HIGH because it requires manual execution (unlike install hooks) but still executes arbitrary remote code.
Badge
Markdown
[](https://sigilsec.ai/scans/A6BF136B-1FB6-4F1E-B152-298B9386DA76)HTML
<a href="https://sigilsec.ai/scans/A6BF136B-1FB6-4F1E-B152-298B9386DA76"><img src="https://sigilsec.ai/badge/pypi/zotpilot" alt="Sigil Scan"></a>Run This Scan Yourself
Scan your own packages
Run Sigil locally to audit any package before it touches your codebase.
Early Access
Get cloud scanning, threat intel, and CI/CD integration.
Join 150+ developers on the waitlist.
Get threat intelligence and product updates
Security research, new threat signatures, and product updates. No spam.
Other pypi scans
Believe this result is incorrect? Request a review or see our Terms of Service and Methodology.