Workflows

CommunityPopular

HughYau

workflows

工作流组合：当一个任务明显需要多件思想武器接力时，提供四种标准组合模式（新项目启动、复杂问题攻坚、方案迭代优化、阶段复盘），定义调用顺序、每步交接物和终止条件。触发信号包括从零启动、疑难攻坚、迭代优化、阶段复盘；单一 skill 就够用时不触发。 English: Workflow patterns. When a task clearly needs several skills in sequence, pick one of four standard patterns (project kickoff, hard-problem assault, iterative improvement, stage retrospective) that fix the order, the handoff artifact between steps, and the stop condition. Skip when a single skill suffices.

Overview

Publisher	HughYau
Repository	`qiushi-skill`
Skill name	`workflows`
Stars	3.8K
Forks	285
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 HughYau on GitHub. Read the source before you install it.

Installation

Install the Workflows 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.
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/HughYau/qiushi-skill.git /tmp/qiushi-skill
mkdir -p .claude/skills
cp -r /tmp/qiushi-skill/skills/workflows .claude/skills/workflows

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

Use it in TypingMind

Enable Workflows 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 Workflows 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 Workflows 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.

工作流组合

"政策和策略是党的生命，各级领导同志务必充分注意，万万不可粗心大意。"

方法论的威力在于以正确顺序组合。下面四条是模式，不是流水线：不需要的步骤可以跳过，但每一步的交接物必须写出来，下一步必须引用它。

选择

情况	模式
全新项目或领域，目标已知路径未知	1 启动
已知的疑难问题，根因或路径不清	2 攻坚
已有方案，效果不理想	3 迭代
阶段性节点，要复盘并重定方向	4 复盘
都不符	回到 `arming-thought` 路由表单独调用

模式 1：新项目启动

investigation-first → contradiction-analysis → spark-prairie-fire → protracted-strategy

步	交接物	终止条件
调查	调查结论：现状 / 约束 / 未知 / 可依托基础	能回答"现在是什么情况"
矛盾	主要矛盾 + 最值得突破的切入点	有一个明确切入点
星火	根据地 + 三步路线图	路线从当前能力出发
持久	当前阶段 + 转换条件	有阶段定位

模式 2：复杂问题攻坚

investigation-first → contradiction-analysis → concentrate-forces → practice-cognition（循环）→ criticism-self-criticism

步	交接物	终止条件
调查	现象 / 出现条件 / 已排除原因 / 未查方向	能精确描述问题，而非"好像是 X"
矛盾	主要矛盾 + 可证伪假说 + 验证方式	有可验证假说
集中	🎯 主攻 = 验证该假说；暂缓其他	假说被证实或证伪
实践	判定 + 本轮学到；证伪则回到矛盾	问题彻底解决，能说清原因与解法
批评	工作审视报告	报告完成

模式 3：方案迭代优化

mass-line → contradiction-analysis → practice-cognition → criticism-self-criticism → mass-line（下一轮）

步	交接物	终止条件
群众	≥ 2 个来源的反馈、分歧、共同指向	至少两个独立来源
矛盾	本轮主要矛盾 + 改进假说	假说可验证
实践	改进结果 vs 指标	开始前写明的指标达到
批评	审视报告	报告完成

整体终止：反馈显示无新的重要问题，或用户确认。

模式 4：阶段复盘

criticism-self-criticism → contradiction-analysis → protracted-strategy（或 overall-planning）

步	交接物	终止条件
批评	审视报告：完成情况 / 问题 / 根因	报告完成
矛盾	下一阶段的主要矛盾	主要矛盾唯一
持久 / 统筹	新阶段定位与核心任务，或重新平衡的方案	有下一阶段核心任务

中断处理

信息不足 → 插入一次 investigation-first
假说被证伪 → 回到 contradiction-analysis
冒出更重要的矛盾 → overall-planning 评估是否调整整个模式
循环超出开始前声明的轮数 → 停下，向用户汇报现状

Frequently asked questions

What does the Workflows AI skill do?

Why use Workflows on TypingMind?

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

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

Which AI models can use Workflows?

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 Workflows?

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

Is the Workflows AI skill free?

Yes. It is published on GitHub by HughYau 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

工作流组合

选择

模式 1：新项目启动

模式 2：复杂问题攻坚

模式 3：方案迭代优化

模式 4：阶段复盘

中断处理

Frequently asked questions

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