Summary
openadapt-ml v0.15.0 was classified as CRITICAL RISK with a risk score of 2644. Sigil detected 188 findings across 366 files, covering phases including provenance, install hooks, code patterns, obfuscation, network exfiltration. Review the findings below before installing this package.
Package description: Model-agnostic, domain-agnostic ML engine for GUI automation agents
v0.15.0
20 March 2026, 02:37 UTC
by Sigil Bot
Risk Score
2644
Findings
188
Files Scanned
366
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
openadapt_ml-0.15.0/CHANGELOG.md:1535
- Replace all `pip install` with `uv add` in docs - Update cloud GPU training to use `curl ... | sh`
for uv install - Update CLAUDE.md with enhanced VM operations guidance - Consistent `uv sync` forWhy 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
openadapt_ml-0.15.0/docs/cloud_gpu_training.md:61
cd openadapt-ml
curl -LsSf https://astral.sh/uv/install.sh | sh
uv syncWhy 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
openadapt_ml-0.15.0/docs/desktop_app_plan.md:18
# Install uv (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
openadapt_ml-0.15.0/docs/desktop_app_plan.md:62
# install-openadapt.sh
curl -LsSf https://astral.sh/uv/install.sh | sh
source ~/.bashrc # or ~/.zshrcWhy 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
openadapt_ml-0.15.0/docs/desktop_app_plan.md:127
```bash
curl -LsSf https://astral.sh/uv/install.sh | sh # Install uv
uv tool install openadapt # Install openadaptWhy 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
openadapt_ml-0.15.0/docs/desktop_app_plan.md:192
const installCommands = {
macos: `curl -LsSf https://astral.sh/uv/install.sh | sh
uv tool install openadaptWhy 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
openadapt_ml-0.15.0/docs/desktop_app_plan.md:195
openadapt`,
linux: `curl -LsSf https://astral.sh/uv/install.sh | sh
uv tool install openadaptWhy 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
openadapt_ml-0.15.0/docs/website_redesign_plan.md:156
<pre><code># Install uv (if not already installed)
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
openadapt_ml-0.15.0/openadapt_ml/cloud/lambda_labs.py:549
if ! command -v uv &> /dev/null; then
curl -LsSf https://astral.sh/uv/install.sh | sh
fiWhy 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
openadapt_ml-0.15.0/openadapt_ml/cloud/vast_ai.py:537
if ! command -v uv &> /dev/null; then
curl -LsSf https://astral.sh/uv/install.sh | sh
fiWhy 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/5C184A82-919E-4866-B753-E4E7301B6324)HTML
<a href="https://sigilsec.ai/scans/5C184A82-919E-4866-B753-E4E7301B6324"><img src="https://sigilsec.ai/badge/pypi/openadapt-ml" 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.