MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
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.
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestrator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "kim-orchestrator" agent skill from https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestrator into .claude/skills/kim-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kim-orchestrator", 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 install https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestratorType 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.
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Claudecode-Codex-Gemini.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/kim-orchestrator .agents/skills/kim-orchestrator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kim-orchestrator" agent skill from https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestrator into .agents/skills/kim-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kim-orchestrator", 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.
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Claudecode-Codex-Gemini.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/kim-orchestrator .cursor/skills/kim-orchestrator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "kim-orchestrator" agent skill from https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestrator into .cursor/skills/kim-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kim-orchestrator", 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 https://github.com/KimYx0207/Claudecode-Codex-Gemini.git --path .claude/skills/kim-orchestrator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Claudecode-Codex-Gemini.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/kim-orchestrator .gemini/skills/kim-orchestrator && rm -rf skills-srcUse ~/.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/
Install the "kim-orchestrator" agent skill from https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestrator into .gemini/skills/kim-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kim-orchestrator", 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.
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestratorInstalls 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).
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/KimYx0207/Claudecode-Codex-Gemini.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/kim-orchestrator .github/skills/kim-orchestrator && rm -rf skills-srcUse ~/.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/
Install the "kim-orchestrator" agent skill from https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestrator into .github/skills/kim-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kim-orchestrator", 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.
$ npx skills add KimYx0207/Claudecode-Codex-Gemini --skill kim-orchestrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install KimYx0207/Claudecode-Codex-Gemini kim-orchestrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Claudecode-Codex-Gemini.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/kim-orchestrator .opencode/skills/kim-orchestrator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "kim-orchestrator" agent skill from https://github.com/KimYx0207/Claudecode-Codex-Gemini/tree/main/.claude/skills/kim-orchestrator into .opencode/skills/kim-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kim-orchestrator", 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.
kim-orchestrator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. 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.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0cb7078. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteBashTaskFrom allowed-tools in the SKILL.md frontmatter.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Bash, TaskAutomated 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.
The full file from KimYx0207/Claudecode-Codex-Gemini at commit 0cb7078, republished under its MIT licence (© KimYx0207). 46 words, ~433 tokens.
.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.公众号:老金带你玩AI | 微信:xun900207 | 备注AI加入AI交流群
自动协调三个AI引擎完成软件开发工作流:
分析用户需求,输出技术方案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
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
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
工作目录:.kim-orchestrator/
# 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
SKILL.md and 6 other files (scripts) in .claude/skills/kim-orchestrator of KimYx0207/Claudecode-Codex-Gemini.
Open the folder on GitHubat commit 0cb7078
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.
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Kim Orchestrator this skillKimYx0207/Claudecode-Codex-Gemini | 119 | — | ~433 | Automated safety check: Notes | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Memory SearchMemPalace/mempalace | 60k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
Works with
Categories
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.
Kim Orchestrator fits situations like: agent Workflows work in your project.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.