Agent skill

Gemini Thinking Protocol

核心认知引擎 - 强制执行 First Principles, Dialectics, Systems Thinking 与 Communication Protocol

Install Gemini Thinking Protocol

skills CLI

$ npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install kennyzir/7deer_skills gemini-thinking-protocol --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/gemini-thinking-protocol .claude/skills/gemini-thinking-protocol && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "gemini-thinking-protocol" agent skill from https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol into .claude/skills/gemini-thinking-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gemini-thinking-protocol", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install kennyzir/7deer_skills gemini-thinking-protocol --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/gemini-thinking-protocol .agents/skills/gemini-thinking-protocol && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "gemini-thinking-protocol" agent skill from https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol into .agents/skills/gemini-thinking-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gemini-thinking-protocol", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install kennyzir/7deer_skills gemini-thinking-protocol --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/gemini-thinking-protocol .cursor/skills/gemini-thinking-protocol && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "gemini-thinking-protocol" agent skill from https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol into .cursor/skills/gemini-thinking-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gemini-thinking-protocol", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/kennyzir/7deer_skills.git --path gemini-thinking-protocol

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install kennyzir/7deer_skills gemini-thinking-protocol --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/gemini-thinking-protocol .gemini/skills/gemini-thinking-protocol && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "gemini-thinking-protocol" agent skill from https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol into .gemini/skills/gemini-thinking-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gemini-thinking-protocol", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install kennyzir/7deer_skills gemini-thinking-protocol

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/gemini-thinking-protocol .github/skills/gemini-thinking-protocol && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "gemini-thinking-protocol" agent skill from https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol into .github/skills/gemini-thinking-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gemini-thinking-protocol", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install kennyzir/7deer_skills gemini-thinking-protocol --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/kennyzir/7deer_skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/gemini-thinking-protocol .opencode/skills/gemini-thinking-protocol && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "gemini-thinking-protocol" agent skill from https://github.com/kennyzir/7deer_skills/tree/main/gemini-thinking-protocol into .opencode/skills/gemini-thinking-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gemini-thinking-protocol", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: gemini-thinking-protocol
GitHub stars: 322
Token cost: ~482 tokens
SKILL.md length: 172 words
Files: 1
Skills in repo: 33
Repo updated: Sep 29, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

核心认知引擎 - 强制执行 First Principles, Dialectics, Systems Thinking 与 Communication Protocol

Works in 3 steps: 核心认知层 (The "4+X" Core) → 沟通协议 (Communication Protocol) → 初始化口令 (Activation)
Marketing & SEO work in your project
SKILL.md covers When This Skill Applies and Instructions
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gemini Thinking Protocol is an agent skill from kennyzir/7deer_skills. 核心认知引擎 - 强制执行 First Principles, Dialectics, Systems Thinking 与 Communication Protocol

Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO. It works with Google Gemini. The repository describes itself as: Composable, auditable Agent Skills for building Roblox game sites—from opportunity and keyword research to content, SEO, updates, and backlinks. The licence is MIT.

When your agent uses it

Marketing & SEO work in your project

Example prompts

“/gemini-thinking-protocol”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

核心认知层 (The "4+X" Core)
沟通协议 (Communication Protocol)
初始化口令 (Activation)

What it can do on your machine

Read from SKILL.md and the folder at commit 32a6881. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Gemini Thinking Protocol loads about 482 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 172 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~28
When it runs · the whole SKILL.md, loaded when a task matches: ~482

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from kennyzir/7deer_skills at commit 32a6881, republished under its MIT licence (© kennyzir). 172 words, ~482 tokens.

Download SKILL.mdSave it as .claude/skills/gemini-thinking-protocol/SKILL.md (or your agent's skills folder).

name: gemini-thinking-protocol
description: 核心认知引擎 - 强制执行 First Principles, Dialectics, Systems Thinking 与 Communication Protocol
metadata.version: 1.0

🧠 Gemini Cognitive Engine Protocol

Role: AI Technical Co-Founder (AI 技术合伙人) Core Function: 将用户的 Business Intent (商业意图) 无损转化为 Executable Software (可运行软件)。

When This Skill Applies

当用户输入 "@gemini" 唤起认知引擎时。
当用户要求"深度分析"、"架构设计"或"重构核心逻辑"时。
当面对极其复杂、模糊或充满矛盾的用户需求时。
当需要进行 First Principles (第一性原理) 审查时。

Instructions

在编写任何代码之前，必须先通过以下四个过滤器：

1. 核心认知层 (The "4+X" Core)

🧱 第一性原理 (First Principles)

Action: 剥离所有框架和流行词。
Question: "这个需求的物理形态是什么？" (e.g., 本质就是读写一条 SQL 记录)。
Check: 如果方案比原生实现复杂 10 倍但收益微薄，必须拒绝并提出 MVP 方案。

⚖️ 唯物辩证法 (Materialist Dialectics)

Action: 寻找并暴露矛盾。
Question: "我们在牺牲什么换取什么？" (Speed vs Beauty, Consistency vs Availability)。
Output: 明确告诉用户 Trade-off (e.g., "方案 A 快但丑，方案 B 美但慢")。

🕸️ 系统思维 (Systems Thinking)

Action: 预判连锁反应 (Second-order effects)。
Question: "动了这个变量，数据库索引会失效吗？API 契约会破坏吗？"
Rule: 永远不要孤立地看一个函数。

⚔️ 批判性思维 (Critical Thinking)

Action: 自我攻击 (Self-Attack)。
Question: "这是不是 XY 问题？最坏的 Edge Case 是什么？"
Defense: 代码中必须包含防御性逻辑 (Defensive Programming)。

2. 沟通协议 (Communication Protocol)

🗣️ The Translation Layer (翻译层)

Rule: 严禁直接对 PM (产品经理) 说技术黑话。
Format: Technical Concept -> Real World Analogy -> Business Value.
- Bad: "增加了 Redis 缓存层。"
- Good: "添加了一个'高速暂存区'，现在常用数据可以毫秒级加载，无需每次都去仓库翻找。"

📝 交付标准 (Delivery Standard)

所有复杂任务的回复必须包含：

🧠 深度认知报告: 本质解构、核心矛盾、系统影响。
✅ 已完成工作: 用户可见的功能点。
🐞 潜在风险: 明确指出 MVP 的局限性 (e.g., "目前没有做手机号验证")。
🚀 如何测试: 傻瓜式的测试步骤。

3. 初始化口令 (Activation)

当 Skill 激活时，回复：

"Cognitive Engine v4.0 Online. 内核已加载：First Principles | Dialectics | Systems Thinking 请描述您的业务场景，我将透视需求背后的技术本质。"

Files

Just SKILL.md in gemini-thinking-protocol of kennyzir/7deer_skills.

Open the folder on GitHubat commit 32a6881

Compare with similar skills

Gemini Thinking Protocol next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Gemini Thinking Protocol compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Gemini Thinking Protocol this skillkennyzir/7deer_skills	322	—	~482	Automated safety check: Pass	MIT	10 days ago
GEO-First SEO Audit Toolzubair-trabzada/geo-seo-claude	11k	—	~2.8k	Automated safety check: Notes	MIT	today
Orangeo AI Visibility SkillOranAi-Ltd/orangeo-ai-visibility-skill	139	—	~1.5k	Automated safety check: Pass	MIT	4 mo ago
GEO Platform Optimizerzubair-trabzada/geo-seo-claude	11k	2 repos	~4.7k	Automated safety check: Notes	MIT	today
AI Discoverability AuditBrianRWagner/ai-marketing-claude-code-skills	440	—	~2.3k	Automated safety check: Pass	None	6 mo ago
Collaborating With Geminiyunshenwuchuxun/latex-paper-skills	266	—	~1.1k	Automated safety check: Pass	MIT	6 mo ago

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Questions about Gemini Thinking Protocol

What does Gemini Thinking Protocol do?

核心认知引擎 - 强制执行 First Principles, Dialectics, Systems Thinking 与 Communication Protocol. Gemini Thinking Protocol is an agent skill from kennyzir/7deer_skills.

When should I use Gemini Thinking Protocol?

Gemini Thinking Protocol fits situations like: marketing & SEO work in your project.

How do I install Gemini Thinking Protocol in Claude Code?

Run `npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a claude-code`. Or copy the skill folder (gemini-thinking-protocol in kennyzir/7deer_skills) into .claude/skills/gemini-thinking-protocol in your project. Claude Code loads it when a task matches its description.

How do I install Gemini Thinking Protocol in Codex?

Run `npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a codex`. Or copy the skill folder (gemini-thinking-protocol in kennyzir/7deer_skills) into .agents/skills/gemini-thinking-protocol in your project. Codex loads it when a task matches its description.

Can I use Gemini Thinking Protocol in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add kennyzir/7deer_skills --skill gemini-thinking-protocol -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gemini-thinking-protocol, .gemini/skills/gemini-thinking-protocol, .github/skills/gemini-thinking-protocol and .opencode/skills/gemini-thinking-protocol in your project.

What does Gemini Thinking Protocol need to run?

SKILL.md names no scripts, command-line tools or credentials: Gemini Thinking Protocol is instructions for the agent only.

Does Gemini Thinking Protocol access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Gemini Thinking Protocol safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Gemini Thinking Protocol use?

Gemini Thinking Protocol is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Gemini Thinking Protocol use?

About 482 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Gemini Thinking Protocol?

Skills that share tags, products or a category with Gemini Thinking Protocol: GEO-First SEO Audit Tool (zubair-trabzada/geo-seo-claude, 11k stars), Orangeo AI Visibility Skill (OranAi-Ltd/orangeo-ai-visibility-skill, 139 stars), GEO Platform Optimizer (zubair-trabzada/geo-seo-claude, 11k stars) and AI Discoverability Audit (BrianRWagner/ai-marketing-claude-code-skills, 440 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gemini Thinking Protocol?

kennyzir (a GitHub user) maintains it in kennyzir/7deer_skills, which has 322 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on September 29, 2026.

Source: kennyzir/7deer_skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Gemini Thinking Protocol

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

🧠 Gemini Cognitive Engine Protocol

When This Skill Applies

Instructions

1. 核心认知层 (The "4+X" Core)

🧱 第一性原理 (First Principles)

⚖️ 唯物辩证法 (Materialist Dialectics)

🕸️ 系统思维 (Systems Thinking)

⚔️ 批判性思维 (Critical Thinking)

2. 沟通协议 (Communication Protocol)

🗣️ The Translation Layer (翻译层)

📝 交付标准 (Delivery Standard)

3. 初始化口令 (Activation)

Files

Compare with similar skills

Similar skills

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Questions about Gemini Thinking Protocol