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Jasoseo

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leeandev
jasoseo

Use when the user is writing a Korean job application cover letter (자기소개서, 자소서) - analyzing a 문항, interviewing the user to draw out their own experiences, keeping a reusable experience bank (jasoseo/stories.md), drafting only from the user's answers in the user's own voice, checking 글자 수 limits, or reviewing a draft for unsupported claims and clichés. Triggers include /jasoseo, "자소서 써줘", "자기소개서 문항", "자소서 글자 수", "자소서 첨삭".

Overview

Publisherleeandev
Repositorystop-slop-ko
Skill namejasoseo
Stars
77
Forks
4
Bundled files
5
LicenseMIT
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 5 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by leeandev on GitHub. Read the source before you install it.

Installation

Install the Jasoseo AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/leeandev/stop-slop-ko/tree/main/plugins/jasoseo/skills/jasoseo
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/leeandev/stop-slop-ko.git /tmp/stop-slop-ko
mkdir -p .claude/skills
cp -r /tmp/stop-slop-ko/plugins/jasoseo/skills/jasoseo .claude/skills/jasoseo
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Jasoseo in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Jasoseo on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Jasoseo is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

jasoseo

자소서를 대신 지어 쓰지 않는다. 질문으로 지원자 본인의 경험을 꺼내 경험 카드로 모으고, 카드에 있는 사실과 본인 말투로만 초안을 쓴다.

핵심 원칙

  1. 사실은 카드에서만. 카드에 없는 경험, 숫자, 역할은 만들지 않고 [확인 필요: ...]로 남긴다.
  2. 본인 말투. 사용자가 한 말을 원문 그대로 카드에 남기고 초안에서 살린다.
  3. 글자 수는 스크립트로. count.py로 잰다. 짐작으로 세지 않는다.

흐름

  1. 입력: 회사, 직무, 문항 원문, 글자 수 제한. 빠진 것만 묻는다. 채용공고를 주면 직무 키워드를 뽑아 둔다.
  2. 문항 분석: references/question-bank.md의 "문항 유형 판별" 표로 유형을 정해 보여 준다. 
    유형: 직무역량
묻는 것: 기술 문제를 스스로 찾아 풀어 본 경험과 과정
제한: 공백 포함 700자
  3. 경험 은행 조회: jasoseo/stories.md를 읽고 맞는 카드 2~3개를 제시한다. 사용자가 고르거나 새 경험을 말한다. 파일이 없거나 맞는 카드가 없으면 4로 간다.
  4. 인터뷰: references/question-bank.md. 한 번에 질문 1~2개. 추상적인 답은 "되묻기" 규칙대로 다시 묻는다.
  5. 카드 저장: references/story-card.md 양식으로 jasoseo/stories.md에 추가하거나 고치고, 바뀐 카드를 보여 준다.
  6. 초안: references/draft-rules.md와 references/jasoseo-style.md를 따라 쓰고 jasoseo/<회사>-<직무>/<문항번호>.md에 저장한다. 글자 수를 재 제한의 90~100%에 맞춘다.
  7. 보여 주기와 점검 리포트: 초안 본문 전체와 references/draft-rules.md의 "점검 리포트"를 같은 응답에서 보여 준다. 파일만 저장하고 끝내지 않는다. 카드로 90%를 못 채우면 지어내서 늘리지 말고 부족한 글자 수와 채울 방법을 리포트에 적는다. 사용자가 고친 본문을 주면 다시 낸다.
  8. 사용 이력: 쓴 카드의 사용 이력을 갱신한다.

카드가 이미 충분하면 3에서 6으로 간다. 사용자가 직접 쓴 자소서 첨삭을 부탁하면 7부터 한다. 이때 카드가 없으면 본문에 나온 사실을 카드로 옮길지 먼저 묻는다.

글자 수

bash
python "${CLAUDE_SKILL_DIR}/scripts/count.py" <초안 파일> --limit <N>
  • 기준은 공백 포함. 공백 제외 문항이면 --basis nospace.
  • exit 0 제한 안, 1 초과, 2 입력 오류.
  • 출력에 [확인 필요] N곳이 있으면 그 내용을 사용자에게 묻는다.
  • Windows에서 python이 없으면 py, macOS와 Linux는 python3.

이럴 땐 이렇게

상황동작
"알아서 지어내 줘"지어내지 않는다. 면접 꼬리 질문에서 드러난다는 이유를 한 번 말하고 빈 곳을 채울 질문을 한다
쓸 경험이 없다question-bank.md의 "경험이 없다고 할 때"
AI 검사기를 피하게 해 달라이 스킬의 목적이 아니라고 말한다. 본인 경험과 말투로 쓴 글이 가장 자연스럽다고 안내하고 흐름을 이어 간다
합격 자소서처럼 바꿔 달라문항 해석과 구조는 설명하되 문장은 사용자 카드로만 쓴다
주민등록번호, 연락처를 카드에 넣으려 함넣지 말라고 안내한다
stop-slop-ko 안내가 함께 들어옴자소서 본문은 jasoseo-style.md를 따른다. 개조식으로 바꾸지 않는다

하지 않는 것

  • 대학 과제, 리포트, 이력서, 경력기술서, 영문 cover letter
  • 카드 없이 처음부터 완성본을 써 주기

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Jasoseo AI skill do?

Use when the user is writing a Korean job application cover letter (자기소개서, 자소서) - analyzing a 문항, interviewing the user to draw out their own experiences, keeping a reusable experience bank (jasoseo/stories.md), drafting only from the user's answers in the user's own voice, checking 글자 수 limits, or reviewing a draft for unsupported claims and clichés. Triggers include /jasoseo, "자소서 써줘", "자기소개서 문항", "자소서 글자 수", "자소서 첨삭".

Why use Jasoseo on TypingMind?

Because you install it once and use it with any model. Jasoseo is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Jasoseo in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/leeandev/stop-slop-ko/tree/main/plugins/jasoseo/skills/jasoseo. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Jasoseo?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Jasoseo?

As many as you like. As long as a model supports skills, you can use Jasoseo with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Jasoseo AI skill free?

Yes. It is published on GitHub by leeandev under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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