popopo-99/build-your-own-skill
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Learn how to turn your knowledge, workflow and experience into your own AI Skill.
Overview
Build Your Own Skill is a skill that helps you create your own AI Skill from scratch. Agent Skills are a set of methods, judgment rules, and quality checks that AI repeatedly follows in specific tasks. Build Your Own Skill gradually organizes your experience, prompts, SOPs, or existing skills into methods AI can repeat: Your experience / prompts / SOPs → identify the real methods and judgments→ organize them into executable processes→ develop skills → for testing and improvement Prompts often solve a single task. Workflow handles a type of task. Skill combines trigger conditions, work steps, professional judgment, constraints, delivery formats, and quality checks into a set of capabilities that can be repeatedly executed, tested, and improved. Build Your Own Skill doesn't immediately spit out a long SKILL.md after you say, "I want to do a skill." It will first help you discover: - What specific problems have you repeatedly solved? - What judgments are difficult for beginners to see; - What situations might make you change your approach; - Which mistakes absolutely must not happen; - What results count as qualified or excellent. Skill isn't just for programmers or AIGC creators. As long as a job happens repeatedly and you've already judged exceptions, risks, and trade-offs, it might be worth organizing:
Overview (machine translated)
Turn your experience into capabilities that AI can execute
Build Your Own Skill is a skill that helps you create your own AI Skill from scratch.
Agent Skill is a set of methods, judgment rules, and quality checks that AI repeatedly follows in specific tasks.
Build Your Own Skill gradually organizes your experience, prompts, SOPs, or existing skills into methods AI can repeat:
你的经验 / Prompt / SOP → 找出真正的方法和判断 → 整理成可执行流程 → 做成 Skill → 测试和改进
You don’t need to know how to code first. Just tell it what you’re good at, how you usually work, or just provide the materials you already have.
Don’t just teach AI one sentence. Teach it your problem-solving methods.
How is it different from a Prompt Generator?
Prompts often solve a single task. Workflow handles a type of task. Skill combines trigger conditions, work steps, professional judgment, constraints, delivery formats, and quality checks into a set of capabilities that can be repeatedly executed, tested, and improved.
Build Your Own Skill won’t immediately spit out a long SKILL.md after you say, “I want to do a skill.” It will first help you discover:
- What specific problems have you repeatedly solved;
- What judgments are there that beginners find hard to see;
- What circumstances would make you change your approach;
- Which mistakes absolutely must not happen;
- What kind of results qualify as qualified or excellent.
What is truly valuable is usually not the encyclopedic knowledge AI already knows, but the methods you develop through practice.
It turns out all these experiences can be turned into skills
Skill isn’t just for programmers or AIGC creators. As long as a job happens repeatedly and you’ve already judged exceptions, risks, and trade-offs, it might be worth organizing:
| Career Starting Point | Original Question → Finally Extracted Skill |
|---|---|
| Visual Designer | Not sure what is worth doing → extract “activity creative direction derivation” from the fuzzy activity brief |
| AIGC Short Drama Director | Can disassemble shots but can’t explain the method → Organize the director’s judgment into producible shot breakdown rules |
| Coffee Shop Manager | Stock up and schedule shifts based on daily experience → Turn anomalies, remediation costs, and job bottlenecks into judgment processes |
These are teaching cases organized based on real running processes; Scenario materials are anonymized, rewritten, or composite designed. They show how to extract methods, not professional effectiveness verification reports.
Install in 3 minutes and get started
1. Install in Codex
Call $skill-installer in Codex and send it the following natural language installation request:
It is recommended to install the full Skill directory rather than just downloading SKILL.md; Build Your Own Skill also uses support content such as references, templates, and tests.
For detailed installation, manual installation, and troubleshooting, see INSTALL.md.
2.
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Install
npx skillfish add popopo-99/build-your-own-skill