Generate And Evaluate Agent Skills From Traces Before Shipping Them Into Repeatable Production Workflows With Upskill

---
name: "Generate and evaluate agent skills from traces before shipping them into repeatable production workflows with UPskill"
slug: "generate-and-evaluate-agent-skills-from-traces-before-shipping-them-into-repeatable-production-workflows-with-upskill"
description: "Turn successful traces into reusable skills, then benchmark those skills across models before you trust them in production."
github_stars: 477
verification: "security_reviewed"
source: "https://github.com/huggingface/upskill"
author: "Hugging Face"
publisher_type: "open_source"
category: "Code Quality & Review"
framework: "Multi-Framework"
tool_ecosystem:
  github_repo: "huggingface/upskill"
  github_stars: 477
---

# Generate and evaluate agent skills from traces before shipping them into repeatable production workflows with UPskill

Turn successful traces into reusable skills, then benchmark those skills across models before you trust them in production.

## Prerequisites

uv or Python environment, upskill CLI

## Installation

Use the upstream install or setup path that matches your environment:
- uv pip install upskill
- # or just use uv
- uv sync --extra dev
- uv run scripts/format.py

Requirements and caveats from upstream:
- ## Python API
- python

Basic usage or getting-started notes:
- bash
- uvx upskill
- Create a new skill

- Source: https://github.com/huggingface/upskill
- Extracted from upstream docs: https://raw.githubusercontent.com/huggingface/upskill/HEAD/README.md

## Documentation

- https://github.com/huggingface/upskill

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/generate-and-evaluate-agent-skills-from-traces-before-shipping-them-into-repeatable-production-workflows-with-upskill/)