Claude Skill
microsoft/waza
Waza is a Microsoft CLI and framework for creating, testing, measuring, and improving agent skill quality and effectiveness. Built in Go, it streamlines skill development.
Overview
Repository
Install this Skill
git clone https://github.com/microsoft/waza.gitRegistry
git clone https://github.com/microsoft/waza.gitdocker run -v $(pwd):/workspace waza:local run eval/eval.yaml
Summary
Waza is a CLI and framework from Microsoft for creating, testing, measuring, and improving agent skill quality and effectiveness. Built in Go, it provides a structured approach to develop and evaluate skills for AI agents.
CLI / 代理技能框架 - 创建、测试、衡量并提升技能质量与效果
Key features
- CLI tool for managing agent skills
- Framework for skill creation and testing
- Measurement and quality improvement capabilities
- Built with Go for performance and reliability
Use cases
- Developing and testing agent skills
- Evaluating skill quality and effectiveness
- Iterative improvement of AI agent behaviors
- Standardizing skill development workflows
README excerpt
# Waza A Go CLI for evaluating AI agent skills — scaffold eval suites, run benchmarks, and compare results across models. 📖 **[Getting Started / Docs](https://microsoft.github.io/waza/)** ## Installation ### Binary Install (recommended) Download and install the latest pre-built binary with the Bash install script on macOS, Linux, or Windows Bash environments such as Git Bash, MSYS2, or Cygwin: ```bash curl -fsSL https://raw.githubusercontent.com/microsoft/waza/main/install.sh | bash ``` The Bash script auto-detects the OS and architecture of the environment where Bash is running (linux/darwin/windows, amd64/arm64), downloads the latest standalone `waza` CLI release, verifies the checksum, and installs to `/usr/local/bin` (or `~/bin` if not writable). For native Windows PowerShell: ```powershell irm https://raw.githubusercontent.com/microsoft/waza/main/install.ps1 | iex ``` The PowerShell script downloads the latest standalone native Windows `waza` binary, verifies the checksum, and installs to an existing `waza.exe` location or `%LOCALAPPDATA%\Microsoft\Waza`. On Windows, piping the Bash command from PowerShell may invoke WSL and install the Linux binary inside WSL. Or browse the [GitHub Releases](https://github.com/microsoft/waza/releases) page and choose the standalone waza binary assets for the version you want. ### Install from Source Requires Go 1.26+: Note: due to the use of LFS artifacts you cannot install waza using `go install`. To install waza outside of a normal release, clone the repository: ```bash git clone https://github.com/microsoft/waza.git cd waza # ensure git LFS-based artifacts are available (for embedded copilot binaries) git lfs install git lfs pull go build -o waza ./cmd/waza ./waza <waza command line> ``` Waza bundles the GitHu
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