{"repo":"WecoAI/weco-cli","free":true,"listed":false,"github":"https://github.com/WecoAI/weco-cli","clone":"git clone https://github.com/WecoAI/weco-cli.git","description":"Production-Grade Autoresearch. Ideal for agent harness engineering, prompt engineering, ML model development, GPU kernels, and other optimizable code.","language":"Python","stars":86,"topics":["machine-learning","autoresearch","agent-harness","ai-agents","cli","gpu-kernels","llm","optimization","prompt-optimization","python"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Weco: Production-Grade Autoresearch pip install weco Docs  •  Examples  •  Dashboard --- Weco systematically optimizes your code, guided directly by your evaluation metrics. Example applications include: - Agent & Harness Engineering : Improve the harness around your LLM agents, from prompts and tools to agentic scaffolding, optimizing for accuracy , win rate , or cost . - Prompt Engineering : Refine prompts for LLMs (e.g., for math problems) or compress them while holding accuracy, optimizing for win rate , relevance , or format adherence . - Model Development : Tune feature transformations, architectures or the whole training pipeline, optimizing for validation accuracy , AUC , or Sharpe Ratio . - General Performance Optimization : Speed up any code with a measurable objective, including GPU kernels in CUDA or Triton, optimizing for latency , throughput , or memory bandwidth . --- Overview The weco CLI leverages a tree search approach guided by LLMs to iteratively explore and refine your code. It automatically applies changes, runs your evaluation script, parses the results, and proposes further improvements based on the specified goal. Skills (Claude Code & Cursor) Weco ships as a skill for AI coding assistants. A skill is a set of instructions that teaches your assistant how to use Weco end-to-end — from setting up optimizations to interpreting results. Once installed, just describe what you want to optimize in plain language and your assistant handles","default_branch":null,"files":null,"tree":[],"storefront":"/r/WecoAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/WecoAI/weco-cli/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}