--- id: manual-skill-creator name: "Skill Creator" nameZh: "Skill 创建器" sourceCategory: "Anthropic Skill" sourceCategoryZh: "Anthropic Skill" url: "https://github.com/anthropics/skills/tree/main/skills/skill-creator" sourceUrl: "https://github.com/anthropics/skills" tags: ["Skill authoring","Meta tool"] tagsZh: ["Skill 创作","元工具"] categorySlugs: ["meta-tools","learning"] --- # Skill Creator 中文名称：Skill 创建器 ## Description Builds new skills interactively so you can extend Claude yourself. 交互式创建新 skills，让你可以自行扩展 Claude。 ## 中文说明 交互式创建新 skills，让你可以自行扩展 Claude。 - 打开或安装 Skill：https://github.com/anthropics/skills/tree/main/skills/skill-creator - 查看原始来源：https://github.com/anthropics/skills - 分类：meta-tools, learning - 标签：Skill 创作、元工具 ## Use This Skill - Open or install the skill from: https://github.com/anthropics/skills/tree/main/skills/skill-creator - Review the original source: https://github.com/anthropics/skills - Categories: meta-tools, learning - Tags: Skill authoring, Meta tool - 中文标签：Skill 创作、元工具 ## README SEO Report ### Detailed Overview A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: - Decide what you want the skill to do and roughly how it should do it - Write a draft of the skill - Create a few test prompts and run claude-with-access-to-the-skill on them - Help the user evaluate the results both qualitatively and quantitatively - While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you can either use as is or modify if you feel something needs to change about them). Then explain them to the user (or if they already existed, explain the ones that already exist) - Use the eval-viewer/generate review.py script to show the user the results for them to look at, and also let them look at the quantitative metrics... ### Installation No explicit installation section was found in the archived README. Open the original source for the official setup path; the download button provides the local Markdown copy saved by EasyGlobe. ### Usage The skill creator is liable to be used by people across a wide range of familiarity with coding jargon. If you haven't heard (and how could you, it's only very recently that it started), there's a trend now where the power of Claude is inspiring plumbers to open up their terminals, parents and grandparents to google "how to install npm". On the other hand, the bulk of users are probably fairly computer-literate. So please pay attention to context cues to understand how to phrase your communication! In the default case, just to give you some idea: - "evaluation" and "benchmark" are borderline, but OK - for "JSON" and "assertion" you want to see serious cues from the user that they know what those things are before using them without explaining them... ### Capabilities Based on the user interview, fill in these components: - name : Skill identifier - description : When to trigger, what it does. This is the primary triggering mechanism - include both what the skill does AND specific contexts for when to use it. All "when to use" info goes here, not in the body. Note: currently Claude has a tendency to "undertrigger" skills -- to not use them when they'd be useful. To combat this, please make the skill descriptions a little bit "pushy". So for instance, instead of "How to build a simple fast dashboard to display internal Anthropic data.", you might write "How to build a simple fast dashboard to display internal Anthropic data. Make sure to use this skill whenever the user mentions dashboards, data visualization, internal metrics, or wants to display any kind of company data, even if they don't explicitly ask for a 'dashboard.'"... ### Source Archive - Archive source type: github - Primary README/SKILL doc: github/skills/skill-creator/SKILL.md - Archived docs: github/skills/skill-creator/SKILL.md, github/skills/skill-creator/agents/grader.md, github/skills/skill-creator/agents/analyzer.md, github/skills/skill-creator/agents/comparator.md, github/skills/skill-creator/references/schemas.md ## 3W FAQ ### What is this skill? Builds new skills interactively so you can extend Claude yourself. ### Who is this skill for? This skill is for teams or AI agents working on meta-tools, learning workflows. ### When should you use it? Use it when the task matches these tags: Skill authoring, Meta tool. ## 中文 3W FAQ ### What：这个 skill 是什么？ 交互式创建新 skills，让你可以自行扩展 Claude。 ### Who：适合谁使用？ 适合处理 meta-tools、learning 工作流的团队、运营人员、开发者或 AI Agent。 ### When：什么时候使用？ 当任务涉及 Skill 创作、元工具，或需要沉淀为 Claude Skills、Codex Skills、Gemini Skills、Kimi Skills、GLM Skills 或团队 SOP 时使用。