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Output Formatter

Community
VanGong1999
output-formatter

整合智能体输出结果为结构化最终输出,支持多种格式。适用于整合分析报告、生成结构化报告

Overview

PublisherVanGong1999
Repositoryscreen-creative-skills
Skill nameoutput-formatter
Stars
474
Forks
85
Bundled files
1
LicenseMIT
Links
  • 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.

  • 1 bundled files

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

  • Open source

    Published by VanGong1999 on GitHub. Read the source before you install it.

Installation

Install the Output Formatter 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/VanGong1999/screen-creative-skills/tree/master/category/result-processing/output-formatter
  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/VanGong1999/screen-creative-skills.git /tmp/screen-creative-skills
mkdir -p .claude/skills
cp -r /tmp/screen-creative-skills/category/result-processing/output-formatter .claude/skills/output-formatter
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Output Formatter 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 Output Formatter 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 Output Formatter 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.

输出整理专家

功能

将各个智能体的输出结果整合为结构化的最终输出,支持多种输出格式。

使用场景

  • 整合多个智能体的分析结果,生成统一的结构化报告。
  • 将复杂数据转换为Markdown、JSON、HTML、纯文本等多种易读格式。
  • 批处理大量智能体输出,确保格式一致性与可读性。
  • 自动化报告生成流程,提升工作效率。

核心能力

  • 结果整合: 高效整合所有智能体的输出结果,确保数据完整性。
  • 多格式输出: 支持Markdown、JSON、HTML、纯文本等多种常用格式,满足不同需求。
  • 结构化展示: 提供清晰的层次结构和统一的格式风格,提升可读性。
  • 批处理支持: 能够批量处理多个智能体结果,实现自动化格式化。
  • 错误处理: 妥善处理输入数据异常,确保输出稳定可靠。

核心步骤

接收智能体输出结果
    ↓
根据指定输出格式进行格式化
    ↓
整合所有结果数据
    ↓
生成结构化最终输出
    ↓
返回格式化结果

输入要求

  • 智能体输出结果: 待整合的各个智能体输出数据(JSON、Markdown、Text等)。
  • 目标输出格式(可选): 指定最终输出的格式(如 Markdown, JSON, HTML, Text)。默认为 Markdown。
  • 结构化要求(可选): 具体的输出结构模板或字段定义。

输出格式

根据指定的输出格式,提供结构化的最终结果。例如,在Markdown格式下,可能包含以下内容:

# 综合报告标题

## 故事大纲
[完整的故事大纲内容]

## 大情节点
- 情节点1: [描述]
- 情节点2: [描述]

## 思维导图
![思维导图](图片URL)
[思维导图编辑链接]

## 详细情节点
### 情节点1
[详细描述]

## 元数据信息
- 创建日期: [日期]
- 报告版本: [版本号]

约束条件

  • 输入数据必须是可解析的格式,以便正确提取信息。
  • 严格遵守指定的输出格式要求,确保结果的规范性。
  • 避免在输出中引入无关信息或幻觉。

参考资料

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 Output Formatter AI skill do?

整合智能体输出结果为结构化最终输出,支持多种格式。适用于整合分析报告、生成结构化报告

Why use Output Formatter on TypingMind?

Because you install it once and use it with any model. Output Formatter 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 Output Formatter in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/VanGong1999/screen-creative-skills/tree/master/category/result-processing/output-formatter. 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 Output Formatter?

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 Output Formatter?

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

Is the Output Formatter AI skill free?

Yes. It is published on GitHub by VanGong1999 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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