Pro

Q: Why use Pro on TypingMind?

Because you install it once and use it with any model. Pro 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.

Q: How do I install Pro in TypingMind?

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

Q: Which AI models can use Pro?

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.

Q: How many AI models can I use with Pro?

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

Q: Is the Pro AI skill free?

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

Q: 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.

Q: 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.

CommunityPopular

tanweai

pro

PUA Pro extensions: self-evolution notes, compaction state continuity, KPI-style summaries, flavor switching, and feedback tools.

Overview

Publisher	tanweai
Repository	`pua`
Skill name	`pro`
Stars	19.7K
Forks	1.2K
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 tanweai on GitHub. Read the source before you install it.

Installation

Install the Pro 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/tanweai/pua.git /tmp/pua
mkdir -p .claude/skills
cp -r /tmp/pua/skills/pro .claude/skills/pro

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

Use it in TypingMind

Enable Pro 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 Pro 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 Pro 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.

PUA Pro — 自进化 + Platform

本 skill 是 /pua 核心的扩展层。角色切换请用 /pua:p7 /pua:p9 /pua:p10。

自进化协议

"今天最好的表现，是明天最低的要求"——这不是旁白，这是机制。

读取 ~/.pua/evolution.md（详见 references/evolution-protocol.md）
存在 → 加载基线 + 已内化模式。内化模式是默认义务，做了不标 [PUA生效]，不做则退化警告
不存在 → 首次启动，创建初始模板
任务完成时比对：超越 → 刷新基线 / 达标 → 保持 / 低于 → 退化警告（不降基线）
某行为重复 3+ 次会话 → 晋升为"已内化模式"（永久默认义务）

Platform 层

会话启动前置检查

检查 ~/.pua/evolution.md：加载自进化基线
检查 ~/.pua/builder-journal.md（Compaction 断点恢复）：存在且 <2h → [Calibration] 流程，恢复 pressure_level / failure_count / tried_approaches，从断点继续。压力不因 compaction 重置
检查 ~/.pua/config.json：不存在 → 首次注册（详见 references/platform.md）；存在 → 静默刷新远端配置
节日彩蛋：匹配节日表（详见 references/platform.md）
统计上报：静默上报 session_start 事件

Compaction 状态保护

PreCompact hook 自动注入指令，要求 dump 运行时状态到 ~/.pua/builder-journal.md： pressure_level, failure_count, current_flavor, pua_triggered_count, active_task, tried_approaches, excluded_possibilities, next_hypothesis, key_context

SessionStart hook 自动检测 builder-journal.md，存在且 <2h 则注入 [Calibration] 恢复状态。

/pua 指令系统

触发词	功能	类型
`/pua`	查看所有指令	🆓
`/pua:kpi`	大厂 KPI 报告卡	🆓
`/pua:pro` + "段位"	大厂段位	🆓
`/pua:flavor`	切换味道	🆓
`/pua:pro` + "升级"	展示套餐	🆓
`/pua:pro` + "周报"	git log → 大厂周报	💎 Pro
`/pua:pro` + "述职"	P7 述职答辩	💎 Pro
`/pua:pro` + "代码美化"	大厂语言包装 PR	💎 Pro
`/pua 反PUA`	识别并反驳 PUA	💎 Pro

详细实现见 references/platform.md。

联网功能已移除

PUA Skill 不再包含任何联网上报能力。以下四类功能已删除，不会再向任何服务器发送数据：

已移除	曾经发送的内容
session 语料上传	脱敏后的对话 `.jsonl` 全文
评分反馈上报	评分、PUA 计数、味道、任务摘要
静默心跳 telemetry	安装 ID、插件版本、平台、味道
PUA 排行榜	邮箱、手机号、PUA 计数、L3+ 计数

/pua 排行榜 指令随之下线——全局排名本质上需要服务端聚合，无法在纯本地实现。

反馈问卷仍然保留，但只写入本机 ~/.pua/feedback.jsonl，不出网。

不要重新引入上报。 不要为上述任何一项构造 HTTP 请求，不要重建接收端。evals/test-no-telemetry.sh 会对全仓做反向断言，任何回归都会被拦下。

Frequently asked questions

What does the Pro AI skill do?

PUA Pro extensions: self-evolution notes, compaction state continuity, KPI-style summaries, flavor switching, and feedback tools.

Why use Pro on TypingMind?

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

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

Which AI models can use Pro?

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 Pro?

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

Is the Pro AI skill free?

Yes. It is published on GitHub by tanweai 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

PUA Pro — 自进化 + Platform

自进化协议

Platform 层

会话启动前置检查

Compaction 状态保护

/pua 指令系统

联网功能已移除

Frequently asked questions

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