chore(doc): fix README.md

README.md

@@ -5,7 +5,7 @@
 [![Go Version](https://img.shields.io/badge/Go-1.26%2B-blue.svg)](https://golang.org)
 [![npm version](https://img.shields.io/npm/v/@gitlink-ai/cli.svg)](https://www.npmjs.com/package/@gitlink-ai/cli)
 
-The official [GitLink](https://www.gitlink.org.cn) CLI tool — built for humans and AI Agents. Supports **macOS, Linux, and Windows**. Covers repository management, issue tracking, pull requests, webhooks, member collaboration, CI/CD, and AI-powered workflows, with 40+ commands and AI Agent [Skills](./skills/).
+The official [GitLink](https://www.gitlink.org.cn) CLI tool — built for humans and AI Agents. Supports **macOS, Linux, and Windows**. Covers repository management, issue tracking, pull requests, webhooks, member collaboration, CI/CD, and AI-powered workflows, with 40+ commands and AI Agent [Skills](./skills/README.md).
 
 **[中文文档](./README.zh-CN.md)**
 
@@ -82,7 +82,7 @@ The official [GitLink](https://www.gitlink.org.cn) CLI tool — built for humans
 
 ## Why gitlink-cli?
 
-- **Agent-Native Design** — Structured [Skills](./skills/) out of the box, compatible with Claude Code, OpenClaw, and other AI platforms — Agents can operate GitLink with zero extra setup
+- **Agent-Native Design** — Structured [Skills](./skills/README.md) out of the box, compatible with Claude Code, OpenClaw, and other AI platforms — Agents can operate GitLink with zero extra setup
 - **Wide Coverage** — Repository, Issue, PR, Webhook, Member, Branch, Release, CI, Pipeline, Org, Search, and User workflows are covered by high-level commands
 - **AI-Friendly & Optimized** — Every command is tested with real Agents, featuring concise parameters, smart defaults, and structured output
 - **Cross-Platform** — Runs on macOS, Linux, and Windows (x64/arm64), install via `npm install -g @gitlink-ai/cli` in one command, binary auto-downloaded
@@ -632,7 +632,7 @@ git push gitlink
 
 The `skills/` directory contains Agent Skill files for AI-automated GitLink operations.
 
-See [skills/README.md](skills/README.md) for details.
+See [skills/README.md](./skills/README.md) for details.
 
 | Skill | Description |
 |-------|-------------|
@@ -702,7 +702,7 @@ gitlink-cli/
 
 ## Documentation
 
-- [Skills Guide](skills/README.md) — AI Agent Skills detailed documentation
+- [Skills Guide](./skills/README.md) — AI Agent Skills detailed documentation
 - [Design Document](doc/design.md) — Architecture design and development plan
 
 ## FAQ
@@ -767,7 +767,7 @@ gitlink-cli uses Windows Credential Manager for secure token storage. If Credent
 
 ### Q: Where can I find the full API reference?
 
-See [skills/gitlink-shared/REFERENCE.md](skills/gitlink-shared/REFERENCE.md).
+See [skills/gitlink-shared/references/api-reference.md](./skills/gitlink-shared/references/api-reference.md).
 
 ## License
 

README.zh-CN.md

@@ -5,7 +5,7 @@
 [![Go Version](https://img.shields.io/badge/Go-1.26%2B-blue.svg)](https://golang.org)
 [![npm version](https://img.shields.io/npm/v/@gitlink-ai/cli.svg)](https://www.npmjs.com/package/@gitlink-ai/cli)
 
-[GitLink（确实开源）](https://www.gitlink.org.cn) 官方 CLI 工具 — 为人类和 AI Agent 双重设计。支持 **macOS、Linux、Windows**，覆盖仓库管理、Issue 追踪、Pull Request、Webhook、成员协作、CI/CD 和 AI 自动化工作流，包含 40+ 命令和 AI Agent [Skills](./skills/)。
+[GitLink（确实开源）](https://www.gitlink.org.cn) 官方 CLI 工具 — 为人类和 AI Agent 双重设计。支持 **macOS、Linux、Windows**，覆盖仓库管理、Issue 追踪、Pull Request、Webhook、成员协作、CI/CD 和 AI 自动化工作流，包含 40+ 命令和 AI Agent [Skills](./skills/README.md)。
 
 **[English](./README.md)**
 
@@ -82,7 +82,7 @@
 
 ## 为什么选择 gitlink-cli？
 
-- **Agent-Native 设计** — 开箱即用结构化 [Skills](./skills/)，兼容 Claude Code — Agent 零配置即可操作 GitLink
+- **Agent-Native 设计** — 开箱即用结构化 [Skills](./skills/README.md)，兼容 Claude Code — Agent 零配置即可操作 GitLink
 - **广泛覆盖** — 仓库、Issue、PR、Webhook、成员、分支、Release、CI、Pipeline、组织、搜索、用户等常用工作流均提供高层命令
 - **AI 友好 & 优化** — 每条命令都经过真实 Agent 测试，简洁参数、智能默认值、结构化输出
 - **跨平台** — macOS、Linux、Windows (x64/arm64) 全支持，`npm` 一条命令安装
@@ -511,7 +511,7 @@ git push gitlink
 
 `skills/` 目录包含 Claude Code Agent Skill 文件，支持 AI 自动化操作 GitLink 平台。
 
-详见 [skills/README.md](skills/README.md)
+详见 [skills/README.md](./skills/README.md)
 
 | Skill | 说明 |
 |-------|------|
@@ -579,7 +579,7 @@ gitlink-cli/
 
 ## 文档
 
-- [Skills 使用指南](skills/README.md) — AI Agent Skills 详细说明
+- [Skills 使用指南](./skills/README.md) — AI Agent Skills 详细说明
 - [设计文档](doc/design.md) — 架构设计和开发计划
 
 ## 常见问题
@@ -642,7 +642,7 @@ gitlink-cli 使用 Windows Credential Manager 安全存储 Token。如果 Creden
 
 ### Q: 如何查看完整的 API 参考？
 
-查看 [skills/gitlink-shared/REFERENCE.md](skills/gitlink-shared/REFERENCE.md)
+查看 [skills/gitlink-shared/references/api-reference.md](./skills/gitlink-shared/references/api-reference.md)
 
 ## 许可证