SkillSpector vs ai-hedge-fund
SkillSpector and ai-hedge-fund share 4 technologies: Rich, langchain-openai, langchain-anthropic, and Pydantic. Both are written in Python.
LinkedInWhat they share and what sets them apart
NVIDIA
SkillSpector
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
Python24.3kRead on November 4, 2026, at commit fdf8d58What is SkillSpector built with?Only in SkillSpector
In common
- Rich
langchain-openai
- Pydantic
virattt
ai-hedge-fund
An AI Hedge Fund Team
Python64.5kRead on November 5, 2026, at commit e8655f1What is ai-hedge-fund built with?Only in ai-hedge-fund
matplotlib
- Textual
langchain-google-genai
Side by side
SkillSpectorai-hedge-fund
SizeLines written by people and agents, without generated ones; code files, without tests.
SkillSpector234,232 lines written134 code files
ai-hedge-fund21,749 lines written82 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
SkillSpector19.5% of its commits signed by AIWith Claude Code, Codex, Cursor, and GitHub Copilot
ai-hedge-fund1.9% of its commits signed by AIWith Cursor, Claude Code, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
SkillSpectorLast push November 4, 2026858 commits24,278 stars
ai-hedge-fundLast push November 3, 2026888 commits64,498 stars
TestsThe files that test the code, and the share of code files a test imports.
SkillSpector238 test files85.8% of its code files have a test that imports them
ai-hedge-fund45 test files73.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, SkillSpector or ai-hedge-fund?
SkillSpector, with 234,232 lines written; ai-hedge-fund has 21,749.
The proof: NVIDIA/SkillSpector's code at commit fdf8d58
Which has more GitHub stars, SkillSpector or ai-hedge-fund?
ai-hedge-fund, with 64,498 stars; SkillSpector has 24,278.
The proof: virattt/ai-hedge-fund on GitHub
Which has more tests, SkillSpector or ai-hedge-fund?
SkillSpector, with 238 test files; ai-hedge-fund has 45.
The proof: NVIDIA/SkillSpector's code at commit fdf8d58
Which was updated more recently, SkillSpector or ai-hedge-fund?
SkillSpector: its last push was on November 4, 2026, and ai-hedge-fund's on November 3, 2026.
The proof: NVIDIA/SkillSpector's commits on GitHub
Which has more commits signed by AI, SkillSpector or ai-hedge-fund?
SkillSpector: an AI signed 19.5% of its commits, with Claude Code, Codex, Cursor, and GitHub Copilot; in ai-hedge-fund, 1.9%.
The proof: the commits each tool signed in NVIDIA/SkillSpector
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