AI Agent Skills

Use for concrete implementation authorized by the user's request or an accepted plan, with focused verification.

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

A high performance implementation of HDBSCAN clustering.

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

Use when you have a written implementation plan to execute in a separate session with review checkpoints