Agent skill

Kim Orchestrator

by KimYx0207 in KimYx0207/Claudecode-Codex-Gemini

多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流. An agent skill from KimYx0207/Claudecode-Codex-Gemini.

MITAuto-check: notesAgent Workflows

Install Kim Orchestrator

skills CLI
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a claude-code

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

GitHub CLI
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestrator --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/KimYx0207/Claudecode-Codex-Gemini.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/kim-orchestrator .claude/skills/kim-orchestrator && 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/

Facts

Skill name
kim-orchestrator
GitHub stars
119
Token cost
~433 tokens
SKILL.md length
46 words
Files
7 (incl. scripts)
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流. An agent skill from KimYx0207/Claudecode-Codex-Gemini.

  • Works in 3 steps: Claude Code - 需求分析和技术方案设计 → Codex CLI - 代码生成 → Gemini CLI - 代码审查
  • Agent Workflows work in your project
  • SKILL.md covers 概述, 工作流程, 配置 and 依赖, plus 1 more section
  • Runs Shell scripts from its folder

What it does

Kim Orchestrator is an agent skill from KimYx0207/Claudecode-Codex-Gemini. 多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流。 【核心触发场景】 - 开发任务、写代码、实现功能、编程任务 - 新功能开发、功能实现、代码实现 - 重构、优化代码、代码改进 - Bug修复、问题修复、错误处理 - 系统设计、架构设计、模块设计 【显式触发词】 - "AI编排"、"ai编排"、"多AI协作"、"三引擎"、"三AI" - "codex"、"gemini"、"kim team"、"kim-team" - "协作开发"、"编排流程" 【任务类型触发】 - 实现XXX功能、开发XXX模块、写一个XXX - 创建XXX、构建XXX、搭建XXX - 添加XXX功能、新增XXX特性 - 修改XXX、更新XXX、升级XXX - 修复XXX、解决XXX问题 - 重构XXX、优化XXX性能 - 设计XXX架构、规划XXX系统 【技术任务触发】 - API开发、接口实现、后端开发、前端开发 - 数据库设计、表结构、CRUD操作 - 用户认证、登录注册、权限控制 - 文件处理、数据导入导出 - 第三方集成、SDK接入

Its SKILL.md is about 430 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts (for example `prompts/health-check.md`, `prompts/phase1-analyze.md` and `prompts/phase2-code.md`).

It sits in Agent Workflows. It works with Model Context Protocol. The repository describes itself as: 智能多CLI编排系统:Claude Code自动协调Codex和Gemini | Multi-CLI orchestration: auto-coordinate Claude Code + Codex + Gemini. The licence is MIT.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “gemini”
  • “kim team”
  • “kim-team”
  • “/kim-orchestrator”

Requirements

  • A Bash shell
  • Pre-approved tools (allowed-tools): Read, Write, Bash, Task

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Claude Code - 需求分析和技术方案设计
  2. Codex CLI - 代码生成
  3. Gemini CLI - 代码审查

What it can do on your machine

Read from SKILL.md and the folder at commit 0cb7078. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Bash
    • Task

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    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

Kim Orchestrator loads about 433 tokens when it runs. Until then it costs about 128 tokens; SKILL.md has 46 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~128
When it runs · the whole SKILL.md, loaded when a task matches
~433

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Bash, Task

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); the scripts in this folder are not scanned.

SKILL.md

The full file from KimYx0207/Claudecode-Codex-Gemini at commit 0cb7078, republished under its MIT licence (© KimYx0207). 46 words, ~433 tokens.

Download SKILL.mdSave it as .claude/skills/kim-orchestrator/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
kim-orchestrator
description
多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流。 【核心触发场景】 - 开发任务、写代码、实现功能、编程任务 - 新功能开发、功能实现、代码实现 - 重构、优化代码、代码改进 - Bug修复、问题修复、错误处理 - 系统设计、架构设计、模块设计 【显式触发词】 - "AI编排"、"ai编排"、"多AI协作"、"三引擎"、"三AI" - "codex"、"gemini"、"kim team"、"kim-team" - "协作开发"、"编排流程" 【任务类型触发】 - 实现XXX功能、开发XXX模块、写一个XXX - 创建XXX、构建XXX、搭建XXX - 添加XXX功能、新增XXX特性 - 修改XXX、更新XXX、升级XXX - 修复XXX、解决XXX问题 - 重构XXX、优化XXX性能 - 设计XXX架构、规划XXX系统 【技术任务触发】 - API开发、接口实现、后端开发、前端开发 - 数据库设计、表结构、CRUD操作 - 用户认证、登录注册、权限控制 - 文件处理、数据导入导出 - 第三方集成、SDK接入
allowed-tools
Read, Write, Bash, Task

AI多引擎编排技能

公众号:老金带你玩AI | 微信:xun900207 | 备注AI加入AI交流群

概述

自动协调三个AI引擎完成软件开发工作流:

  1. Claude Code - 需求分析和技术方案设计
  2. Codex CLI - 代码生成
  3. Gemini CLI - 代码审查

工作流程

阶段1:需求分析(Claude)

分析用户需求,输出技术方案JSON:

json
{
  "task_description": "任务描述",
  "features": ["功能列表"],
  "tech_stack": {"language": "", "framework": "", "libraries": []},
  "file_structure": {"files": [{"path": "", "purpose": ""}]},
  "key_points": ["关键实现要点"],
  "risks": ["潜在风险"]
}

保存到:.kim-orchestrator/phase1_requirements.json

阶段2:代码生成(Codex)

调用Codex MCP Server生成代码:

使用 mcp__codex__codex 工具:
- prompt: 根据phase1的需求生成代码
- conversationId: "ai_team_<timestamp>"

保存到:.kim-orchestrator/phase2_code.md

阶段3:代码审查(Gemini)

调用Gemini MCP Server审查代码:

使用 mcp__gemini__gemini 工具:
- prompt: 审查phase2的代码
- reviewMode: true

保存到:.kim-orchestrator/phase3_review.md

配置

工作目录:.kim-orchestrator/

依赖

  • Claude Code(必需)
  • Codex CLI + MCP Server(可选,代码生成)
  • Gemini CLI + MCP Server(可选,代码审查)

示例

# 简单任务
"实现用户登录功能"

# 复杂任务
"实现JWT登录,包含注册、登录、token刷新"

# 系统设计
"设计RBAC权限系统"

© KimYx0207, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (scripts) in .claude/skills/kim-orchestrator of KimYx0207/Claudecode-Codex-Gemini.

  • SKILL.md
  • prompts/health-check.md
  • prompts/phase1-analyze.md
  • prompts/phase2-code.md
  • prompts/phase3-review.md
  • scripts/orchestrate.sh
  • skill.yaml

Open the folder on GitHubat commit 0cb7078

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in KimYx0207/Claudecode-Codex-Gemini, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Kim Orchestrator 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.

Kim Orchestrator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Kim Orchestrator this skillKimYx0207/Claudecode-Codex-Gemini119—~433Automated safety check: NotesMIT
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
MCP Server BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0
MemPalace Memory SearchMemPalace/mempalace60k—~1.4kAutomated safety check: PassMIT
Crush Configurationcharmbracelet/crush29k—~3.7kAutomated safety check: PassCustom licence

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Categories

Questions about Kim Orchestrator

What does Kim Orchestrator do?

多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流. An agent skill from KimYx0207/Claudecode-Codex-Gemini. Kim Orchestrator is an agent skill from KimYx0207/Claudecode-Codex-Gemini.

When should I use Kim Orchestrator?

Kim Orchestrator fits situations like: agent Workflows work in your project.

How do I install Kim Orchestrator in Claude Code?

Run `npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a claude-code`. Or copy the skill folder (.claude/skills/kim-orchestrator in KimYx0207/Claudecode-Codex-Gemini) into .claude/skills/kim-orchestrator in your project. Claude Code loads it when a task matches its description.

How do I install Kim Orchestrator in Codex?

Run `npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a codex`. Or copy the skill folder (.claude/skills/kim-orchestrator in KimYx0207/Claudecode-Codex-Gemini) into .agents/skills/kim-orchestrator in your project. Codex loads it when a task matches its description.

Can I use Kim Orchestrator 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 KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kim-orchestrator, .gemini/skills/kim-orchestrator, .github/skills/kim-orchestrator and .opencode/skills/kim-orchestrator in your project.

What does Kim Orchestrator need to run?

Going by SKILL.md and its folder, Kim Orchestrator needs a shell for the scripts in its folder. Our summary lists: A Bash shell. Its frontmatter pre-approves these tools: Read, Write, Bash, Task.

Does Kim Orchestrator 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 Kim Orchestrator safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Kim Orchestrator use?

Kim Orchestrator 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 Kim Orchestrator use?

About 433 tokens (SKILL.md is roughly 1.7k 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 Kim Orchestrator?

Skills that share tags, products or a category with Kim Orchestrator: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and MemPalace Memory Search (MemPalace/mempalace, 60k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Kim Orchestrator?

KimYx0207 (a GitHub user) maintains it in KimYx0207/Claudecode-Codex-Gemini, which has 119 GitHub stars. The repository was last updated on October 2, 2026.

Source: KimYx0207/Claudecode-Codex-Gemini on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.