Prompts Chat

Community

sangrokjung

prompts-chat

Use when searching, installing, or improving AI skills and prompts via prompts.chat or skills.sh. Triggers on skill search, prompt lookup, install skill, improve prompt, prompts.chat.

Overview

Publisher	sangrokjung
Repository	`claude-forge`
Skill name	`prompts-chat`
Stars	853
Forks	183
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

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.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by sangrokjung on GitHub. Read the source before you install it.

Installation

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/sangrokjung/claude-forge/tree/main/skills/prompts-chat
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.

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/sangrokjung/claude-forge.git /tmp/claude-forge
mkdir -p .claude/skills
cp -r /tmp/claude-forge/skills/prompts-chat .claude/skills/prompts-chat

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Prompts Chat 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 Prompts Chat 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 Prompts Chat 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.

Prompts & Skills Lookup

prompts.chat MCP 서버를 통해 AI 스킬과 프롬프트를 검색, 조회, 설치, 개선하는 통합 스킬.

When to Activate

스킬 검색/설치 요청 ("코드 리뷰 스킬 찾아줘", "스킬 설치해줘")
프롬프트 검색/조회 요청 ("글쓰기 프롬프트 찾아줘")
프롬프트 개선 요청 ("이 프롬프트 더 좋게 만들어줘")
prompts.chat, skills.sh 언급 시

MCP Tools (prompts.chat)

prompts.chat MCP 서버가 설정되지 않은 경우 아래 CLI 방식을 사용한다.

Skills 모드

Tool	용도	주요 파라미터
`search_skills`	키워드로 스킬 검색	query, limit (max 50), category, tag
`get_skill`	ID로 스킬 조회 (파일 포함)	id

Prompts 모드

Tool	용도	주요 파라미터
`search_prompts`	키워드로 프롬프트 검색	query, limit, type (TEXT/STRUCTURED/IMAGE/VIDEO/AUDIO), category, tag
`get_prompt`	ID로 프롬프트 조회	id
`improve_prompt`	AI로 프롬프트 개선	prompt, outputType, outputFormat

Skills 워크플로우

검색

search_skills로 검색 후 결과 표시:

Title, Description
Author
파일 목록 (SKILL.md, references, scripts)
Category, Tags
Link

설치

get_skill로 전체 파일 조회
~/.claude/skills/{slug}/ 디렉토리 생성
각 파일을 해당 위치에 저장
설치 성공 확인

CLI 방식 (MCP 미설정 시)

bash
npx skills find [query]            # 키워드 검색
npx skills add <owner/repo@skill>  # GitHub에서 설치
npx skills add <package> -g -y     # 글로벌 설치
npx skills check                   # 업데이트 확인
npx skills update                  # 전체 업데이트
npx skills init <name>             # 새 스킬 생성

웹 브라우징: https://skills.sh/

Prompts 워크플로우

검색

search_prompts로 검색 후 결과 표시:

Title, Description
Author
Category, Tags
Link

조회

get_prompt로 프롬프트 내용 조회. 변수가 포함된 경우 (${variable} 또는 ${variable:default}):

기본값 없는 변수: 사용자에게 입력 요청
기본값 있는 변수: 선택적

개선

improve_prompt로 프롬프트 개선:

outputType: text, image, video, sound
outputFormat: text, structured_json, structured_yaml
개선 결과와 변경 사항 설명 제공

Guidelines

사용자가 직접 만들기 전에 항상 먼저 검색
검색 결과를 읽기 쉬운 형식으로 표시
스킬 설치 시 성공 여부 확인
프롬프트 개선 시 변경 사항 설명

Frequently asked questions

What does the Prompts Chat AI skill do?

Use when searching, installing, or improving AI skills and prompts via prompts.chat or skills.sh. Triggers on skill search, prompt lookup, install skill, improve prompt, prompts.chat.

Why use Prompts Chat on TypingMind?

Because you install it once and use it with any model. Prompts Chat 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 Prompts Chat in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/sangrokjung/claude-forge/tree/main/skills/prompts-chat. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Prompts Chat?

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 Prompts Chat?

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

Is the Prompts Chat AI skill free?

Yes. It is published on GitHub by sangrokjung 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Prompts & Skills Lookup

When to Activate

MCP Tools (prompts.chat)

Skills 모드

Prompts 모드

Skills 워크플로우

검색

설치

CLI 방식 (MCP 미설정 시)

Prompts 워크플로우

검색

조회

개선

Guidelines

Frequently asked questions

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