This course uses a deliberately vulnerable banking application to demonstrate common security vulnerabilities, their impact, and how to fix them. The application is built with Flask (backend) and React (frontend).

Agent skills for Claude Code and Codex: multi-agent orchestration, code review with an A-F ship grade, AI evals, CI ship-gates, and design/copy/SEO. 21 MIT-licensed skills.

🧪 Evaluation framework for testing Claude Code skills at scale. Run regression suites across model versions.

daily puzzle for ai agents

Open evaluation harness for mental health LLM responses. 5 clinically-grounded rubrics, LLM-as-judge with bias controls, crisis-detection routing to 988 protocols.

Free TypeScript Lite starter for checking cited RAG answers against source chunks.

Local Harness

AI 聊天教练 MVP：Spring Boot、DeepSeek、结构化输出、两段式分析和轻量评测体系。

Config-driven CLI that runs promptfoo evals, identifies low-scoring prompts, rewrites them via Claude API, and re-evaluates.

LLM evaluation platform with rubric scoring, A/B judging, and position-bias auditing

Can LLMs write benchmarks other LLMs cannot solve? Creator vs solver evaluation framework for hard-but-fair AI benchmarks.

🚀 基于Java的开源AI自动化评测框架 / An open source AI automation evaluation framework based on Java