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learning-by-making（通过制作来学习）

Agent Skill

learning-by-making 用于记录任务执行中的错误、用户纠正、经验和能力缺口，适合在 Codex、Claude、Cursor、Gemini CLI 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态，以及是否会触发联网、命令执行或文件读写。

总安装

306

周安装

13

GitHub Stars

1

下载量

107
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息，不托管安装包，也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手，先确认命令和权限，再让它执行。

请帮我安装这个 Agent Skill：learning-by-making（通过制作来学习）
来源仓库：https://github.com/dragoon0x/taste-skills
仓库路径：skills/learning-by-making
安装命令：
npx skills add https://github.com/dragoon0x/taste-skills --skill learning-by-making
安装前请先检查当前环境是否支持对应 CLI，并向我确认将要执行的命令、安装目录、联网范围和文件读写权限；确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill；本站只展示命令，不托管安装包，也不自动执行。

skills.shnpx skills
npx skills add https://github.com/dragoon0x/taste-skills --skill learning-by-making

简介

用于记录任务执行中的错误、用户纠正和知识缺口，帮助 Agent 持续优化能力。

  • 适合在 Codex、Claude、Cursor、Gemini CLI 中让 Agent 沉淀问题、修正实践。
  • 通过 GitHub 安装，结合原始 README 核验具体用法和功能边界。
  • 安装前需确认权限范围、维护状态及是否触发联网或文件操作。
  • learning-by-making 属于研究检索类 Skill，可作为该场景下的辅助能力补充。

SKILL.md

Learning by Making

Taste is sharpened by making, failing, and making again. Not by watching.

How to use

  • /learning-by-making Apply making-as-practice constraints to creative development in this conversation.

Constraints

The Volume Principle

  • MUST prioritize quantity of finished work over quality of any single piece
  • A designer who ships 50 projects in a year learns more than one who perfects 3
  • MUST finish things. Unfinished work teaches you how to start. Finished work teaches you how to decide.
  • NEVER let "it's not ready" become permanent. Set a deadline. Ship it. Learn from the gap between what you shipped and what you wished you'd shipped.

Deliberate Practice Formats

  • Speed rounds (15-30 min): Redesign a real product screen. No research. No moodboard. Just instinct. What comes out reveals your current taste baseline.
  • Style copies (60 min): Recreate someone else's design decision-for-decision. Not pixel-copying. Understanding why every choice was made by making it yourself.
  • Constraint challenges (45 min): One typeface, one color. 320px width only. Zero images. 10 words max per screen. Constraints strip away crutches and expose your actual judgment.
  • Fake briefs (2-4 hours): Invent a product. Design it end-to-end. Landing page, onboarding, core screen, settings. The act of making complete decisions across a whole product builds holistic taste.
  • Remix exercises (30 min): Take something you made last month. Redesign it from scratch without looking at the original. Compare the two. The delta is your growth.

Rules of Making

  • MUST make things even when they're bad. Especially when they're bad. Bad work with reflection teaches more than good work by accident.
  • MUST reflect after making. "What worked? What didn't? What would I change with 2 more hours?" Without reflection, volume is just busywork.
  • MUST vary the format. If you only design landing pages, your taste is landing-page-shaped. Design dashboards, mobile apps, emails, posters, packaging, signage.
  • SHOULD share work publicly. The vulnerability of showing imperfect work accelerates growth because it forces you to articulate your decisions.

The Failure Requirement

  • MUST reframe failure as data. A design that doesn't work tells you exactly what you don't understand yet.
  • SHOULD keep a failure archive. Save your worst work. Revisit it quarterly. When you can articulate why it's bad in precise language, you've grown.
  • NEVER delete bad work. It's your most honest record of where you were.

Anti-Patterns

  • Analyzing 10 products for every 1 you make (consumption-to-creation ratio is inverted)
  • Only making things in your comfort zone (safe projects don't stretch taste)
  • Abandoning projects when they get hard (the hard part is where the learning is)
  • Waiting for the perfect brief to start making (the brief doesn't matter, the reps do)
  • Treating practice work as throwaway (practice work should be finished and reflected on)

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明，方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用；具体调用方式请以来源页面和 README 为准。

平台分布

Codex

34.37%
按下载量换算37

Claude

29.27%
按下载量换算31

Cursor

20.32%
按下载量换算22

Gemini CLI

9.64%
按下载量换算10

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容，本身偏只读；真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息，不托管安装包，不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源，正式发布前建议补源仓库或其他目录站核验。

来源信息

GitHub 仓库

github.com

/dragoon0x/taste-skills

SKILL.md 来源

github.com

/dragoon0x/taste-skills/tree/main/skills/learning-by-making

skills-sh

skills.sh

/dragoon0x/taste-skills/learning-by-making

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