Summary
llm-forge-new v2.1.0 was classified as CRITICAL RISK with a risk score of 845. Sigil detected 50 findings across 251 files, covering phases including provenance, install hooks, code patterns, network exfiltration, obfuscation. Review the findings below before installing this package.
Package description: Config-driven, YAML-first open-source LLM training platform
v2.1.0
20 March 2026, 02:50 UTC
by Sigil Bot
Risk Score
845
Findings
50
Files Scanned
251
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
llm_forge_new-2.1.0/CLAUDE.md:45
# Option A: Install via nvm (recommended — lets you switch versions)
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash
source ~/.bashrc # or source ~/.zshrc on macOSWhy 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
llm_forge_new-2.1.0/CLAUDE.md:78
# Install uv (the fast Python package manager)
curl -LsSf https://astral.sh/uv/install.sh | sh
source ~/.bashrc # or source ~/.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
llm_forge_new-2.1.0/PKG-INFO:143
```bash
curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
```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
llm_forge_new-2.1.0/PKG-INFO:216
# Option 1: One-line installer (recommended — handles everything)
curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
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
llm_forge_new-2.1.0/README.md:14
```bash
curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
```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
llm_forge_new-2.1.0/README.md:87
# Option 1: One-line installer (recommended — handles everything)
curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
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
llm_forge_new-2.1.0/docs/LLM_FORGE_PROBLEMS_AND_RESEARCH.md:9
PyPI: pip install llm-forge-new
Install: curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
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
llm_forge_new-2.1.0/docs/VERSION_COMPARISON.md:58
# Fresh install:
curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
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
llm_forge_new-2.1.0/install.sh:3
# LLM Forge Installer
# Usage: curl -fsSL https://raw.githubusercontent.com/Nagavenkatasai7/llm-forge/main/install.sh | bash
#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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