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Protracted Strategy

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HughYau
protracted-strategy

持久战略:面对长期、复杂、短期不可能速胜的任务,客观评估态势,划分战略防御 / 相持 / 反攻三阶段,判定当前所处阶段,设置阶段转换条件,并在困难阶段仍给出局部进攻点。当任务跨多个会话或多轮迭代、资源暂时不足、或出现"想放弃"与"一把梭"两种情绪时触发;任务能在当前会话完成时不触发。 English: Protracted strategy. For long-horizon work that cannot be won quickly, assess the situation objectively, divide the effort into defense / stalemate / counter-offensive stages, name the current stage and its exit condition, and always identify a local offensive even while accumulating. Trigger when work spans many sessions or iterations, resources are temporarily short, or you notice either defeatism or a rush to finish; skip when the task fits in the current session.

Overview

PublisherHughYau
Repositoryqiushi-skill
Skill nameprotracted-strategy
Stars
3.8K
Forks
285
Bundled files
2
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.

  • 2 bundled files

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

  • Open source

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

Installation

Install the Protracted Strategy 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.
  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/HughYau/qiushi-skill.git /tmp/qiushi-skill
mkdir -p .claude/skills
cp -r /tmp/qiushi-skill/skills/protracted-strategy .claude/skills/protracted-strategy
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Protracted Strategy 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 Protracted Strategy 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 Protracted Strategy 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.

持久战略

"在战略上我们要藐视一切敌人,在战术上我们要重视一切敌人。也就是说在整体上我们一定要藐视它,在一个一个的具体问题上我们一定要重视它。"

既不速胜论("加把劲一次做完"),也不悲观论("这超出了能力范围")。

用 / 不用

用:

  • 任务明显需要多轮、多会话才能完成
  • 当前处于劣势:信息不够、基础设施不全、能力暂时不足
  • 推进中遇到瓶颈,想放弃或想蛮干
  • 别人催促速成,但你判断不可能

不用:

  • 任务可以在当前会话内完成
  • 解法已清晰,只缺执行 → concentrate-forces
  • 处于某阶段的具体执行中,不需要重估战略

操作规程

  1. 客观评估:我方(资源、已有成果、弱点)与任务(规模、障碍、有利条件)。不夸大困难,也不低估。
  2. 判定阶段(只能选一个,指标见 phase-assessment-guide.md):
    • 战略防御:探索期,先站稳、积累认识(多用 investigation-firstspark-prairie-fire
    • 战略相持:有基础但未突破,最难也最关键(积小胜为大胜,每个点上 concentrate-forces
    • 战略反攻:条件成熟,全面推进
  3. 写本阶段唯一核心任务和禁止事项(防速胜 / 防悲观)。
  4. 给出局部进攻点:防御和相持期也必须有一个现在就能集中力量拿下的小目标。
  5. 设阶段转换条件与检查点:「当 [里程碑] 达成时转入 [下一阶段];完成 [里程碑] 后重新评估。」

输出模板

当前阶段:战略防御 / 相持 / 反攻
判断依据:……
我方优势:……  我方劣势:……  关键障碍:……
本阶段核心任务(1 条):……
本阶段禁止事项:……
局部进攻点(现在就做):……
转入下一阶段的条件:当 …… 时
检查点:完成 …… 后重新评估

纪律

  • 禁止在相持期消极等待;禁止因一两次小胜就宣布反攻。
  • 阶段转化是渐进的,多个指标同时满足才算。
  • 必要时战略退却保存实力,不蛮干。

交接

  • 每阶段内的具体攻坚 → concentrate-forces
  • 防御期建根据地 → spark-prairie-fire
  • 阶段检查点 → criticism-self-criticism

原著依据:original-texts.md

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 Protracted Strategy AI skill do?

持久战略:面对长期、复杂、短期不可能速胜的任务,客观评估态势,划分战略防御 / 相持 / 反攻三阶段,判定当前所处阶段,设置阶段转换条件,并在困难阶段仍给出局部进攻点。当任务跨多个会话或多轮迭代、资源暂时不足、或出现"想放弃"与"一把梭"两种情绪时触发;任务能在当前会话完成时不触发。 English: Protracted strategy. For long-horizon work that cannot be won quickly, assess the situation objectively, divide the effort into defense / stalemate / counter-offensive stages, name the current stage and its exit condition, and always identify a local offensive even while accumulating. Trigger when work spans many sessions or iterations, resources are temporarily short, or you notice either defeatism or a rush to finish; skip when the task fi...

Why use Protracted Strategy on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/HughYau/qiushi-skill/tree/main/skills/protracted-strategy. 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 Protracted Strategy?

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 Protracted Strategy?

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

Is the Protracted Strategy 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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