Summary
xunhe730/ZotPilot v2026-03-22 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
v2026-03-22
22 March 2026, 23:58 UTC
by Sigil Bot
Risk Score
733
Findings
55
Files Scanned
122
Provenance
Repository
https://github.com/xunhe730/ZotPilotScanned From
https://github.com/xunhe730/ZotPilot.gitFindings 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
repo/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
repo/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
repo/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
repo/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.
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Markdown
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