{
  "markdown": "# [Catalyst Cooperative](http://github.com/catalyst-cooperative) Agent Skills\n\n[![tests](https://github.com/catalyst-cooperative/agent-skills/actions/workflows/tests.yml/badge.svg)](https://github.com/catalyst-cooperative/agent-skills/actions/workflows/tests.yml)\n[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/catalyst-cooperative/agent-skills/main.svg)](https://results.pre-commit.ci/latest/github/catalyst-cooperative/agent-skills/main)\n[![docs](https://github.com/catalyst-cooperative/agent-skills/actions/workflows/docs.yml/badge.svg)](https://docs.catalyst.coop/agent-skills)\n[![License: MIT](https://img.shields.io/badge/license-MIT-blue?style=flat)](LICENSE)\n\nThis repository contains experimental [agent skills](https://agentskills.io) related to PUDL (the Public Utility Data Liberation Project).\n\n- `datapackage` provides agents context on how to work with the [Frictionless Datapackage](https://datapackage.org/) metadata standard\n- `pudl` is for exploring and working with [PUDL open energy data and metadata](https://data.catalyst.coop)\n\n## Installing\n\nMost LLM agents support skills, but depending on the agent there are many different ways that skills are installed and activated.\nOne fairly generic, agent-agnostic method of installing them is `npx skills`.\nIf you have `npm` installed you should be able to do:\n\n```bash\nnpx skills add catalyst-cooperative/agent-skills -s datapackage\nnpx skills add catalyst-cooperative/agent-skills -s pudl\n```\n\n## Agent Skills Resources\n\n### For Users\n\n- [Using Agent Skills in VS Code](https://code.visualstudio.com/docs/copilot/customization/agent-skills)\n- [Extend Claude with Agent Skills](https://code.claude.com/docs/en/skills)\n- [npx skills](https://github.com/vercel-labs/skills) (CLI for installing skills)\n- [Agent Skill Installation CLI](https://www.npmjs.com/package/skills)\n- ⚠️ [The Agent Skills Directory](https://skills.sh/) ⚠️\n\n### For Skills Authors\n\n- [The Agent Skills Standard](https://agentskills.io)\n- [Skill Authoring Best Practices](https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices)\n- [Equipping Agents for the Real World With Agent Skills](https://claude.com/blog/equipping-agents-for-the-real-world-with-agent-skills)\n- [Claude Developer Guide Agent Skills Overview](https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview)\n- [Create a Claude Plugin Marketplace](https://code.claude.com/docs/en/plugin-marketplaces)\n- [Evals for AI Agents](https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents)\n- [Testing Agent Skills Systematically with Evals](https://developers.openai.com/blog/eval-skills)\n\n## Agentic (Data) Engineering\n\n- [Agentic Engineering Patterns](https://simonwillison.net/guides/agentic-engineering-patterns/) (Simon Willison)\n- [Zero Degree-of-Freedom LLM Coding using Executable Oracles](https://john.regehr.org/writing/zero_dof_programming.html) (John Regehr)\n- [Dagster University AI Driven Data Engineering](https://courses.dagster.io/courses/take/ai-driven-data-engineering) (Dagster)\n- [Best practices for LLM Dagster Development](https://www.youtube.com/watch?v=nmuQPU9bzQ4) (Dagster)\n- [What Is Code Review For](https://blog.glyph.im/2026/03/what-is-code-review-for.html) (Glyph)\n- [Your job is to deliver code you have proven to work](https://simonwillison.net/2025/Dec/18/code-proven-to-work/) (Simon Willison)\n\n## Agentic (Meta)Data Exploration\n\n- [Coding agents for data analysis](https://simonw.github.io/nicar-2026-coding-agents/) (Simon Willison)\n\n## Other related skills\n\nAgent skills defined outside of this repo that we either used in creating the Catalyst\nCooperative agent skills, or that we delegate to within the skill.\n\n- [duckdb-skills](https://github.com/duckdb/duckdb-skills)\n- [marimo-pair](https://github.com/marimo-team/marimo-pair)\n- [skill-creator](https://github.com/anthropics/claude-plugins-official/tree/main/plugins/skill-creator)\n- [dignified-python](https://github.com/dagster-io/skills/tree/main/plugins/dignified-python)\n",
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}