SHOPLINE AI Toolkit for DeepSeek Harness (DSH) > 🛍️ SHOPLINE AI Toolkit — a DeepSeek Harness (dsh) plugin that brings > SHOPLINE 开发者 MCP 官方工具与 SHOPLINE 平台知识技能 到你的 AI 编程助手。 > 架构参照 Shopify AI Toolkit：Skills + Dev MCP Server + Agent Plugin。 > > dsh-plugin · SHOPLINE · MCP · AI Toolkit · DeepSeek Harness English · 简体中文 --- ## English ### What is this? The Shopify AI Toolkit gives AI coding agents Shopify-aware context through three layers: agent skills, a Dev MCP server, and per-tool plugins. This project brings the same architecture to SHOPLINE developers working inside DeepSeek Harness (dsh): | Layer | What you get | | --- | --- | | 🧠 Agent skills (skills/) | 7 SKILL.md bundles: shopline-onboarding-dev, shopline-admin-rest, shopline-graphql, shopline-oauth, shopline-webhook, shopline-sline, shopline-dev-mcp — endpoint URLs, signing rules, error codes, retry policies, all grounded in developer.shopline.com docs and community experience | | 🔌 Dev MCP bridge | The official SHOPLINE Developer MCP (@shoplineos/shopline-developer-mcp, local stdio, no auth) is wired through dsh's native MCP client — tools appear as mcp__shopline__search_shopline_docs, mcp__shopline__get_admin_rest_endpoint_detail, mcp__shopline__get_graphql_schema, mcp__shopline__validate_graphql_codes, … | | 🎛️ Optional community MCP | sline.dev server (@shopline/dev-mcp) adds mcp__sline__introspect_admin_schema, mcp__sline__validate_theme, … (commented out by default) | | 📦 dsh bundle | cordis.patch.yml + lib/index.js, installable with dsh plugin --profile <name> add shopline-ai-toolkit-dsh | ### Install See docs/install.md. Quick start (full bundle): bash dsh plugin --profile web add shopline-ai-toolkit-dsh # add "shopline-ai-toolkit-dsh" to dsh.profile.bundles in ~/.dsh/profiles/web/package.json dsh web Skills-only: cp -R skills/* ~/.dsh/skills/ ### Example > "Search the SHOPLINE Admin REST endpoints for products, then give me the full endpoint > detail for updating a product variant, including request parameters and a curl example." The agent loads shopline-admin-rest + shopline-dev-mcp skills and calls mcp__shopline__search_admin_rest_endpoints → mcp__shopline__get_admin_rest_endpoint_detail. More prompts: examples/prompts.md · Design: docs/architecture.md ### Repo layout ├── package.json # dsh bundle manifest (dsh.bundle.patch) ├── cordis.patch.yml # bundle patch: mcp-shopline bridge + shopline-toolkit plugin ├── lib/index.js # Cordis plugin: registers skills/* on ctx.skills ├── skills/ # 7 SHOPLINE agent skills (SKILL.md bundles) ├── mcp/mcp.shopline.json # ready-to-use MCP client configs (Cursor/Claude/DSH) ├── docs/ # architecture.md · install.md └── examples/prompts.md # copy-paste prompts (EN/中文) ### License MIT. Not affiliated with SHOPLINE; official docs and npm packages remain the source of truth. --- ## 简体中文 ### 这是什么？ Shopify AI Toolkit 通过三层结构让 AI 编程助手获得 Shopify 平台上下文：agent 技能 (skills)、 Dev MCP 服务器、以及各 AI 工具的插件。本项目把同样的架构带给在 DeepSeek Harness (dsh) 中开发的 SHOPLINE 开发者： | 层 | 内容 | | --- | --- | | 🧠 Agent 技能（skills/） | 7 个 SKILL.md 技能：shopline-onboarding-dev（入门）、shopline-admin-rest（REST API）、shopline-graphql（GraphQL）、shopline-oauth（授权与签名）、shopline-webhook、shopline-sline（模板引擎）、shopline-dev-mcp（MCP 工具用法）。端点、签名规则、错误码、重试策略均来自 developer.shopline.com 官方文档与 community.shoplineapp.cn 社区实践 | | 🔌 Dev MCP 桥接 | 通过 dsh 原生 MCP 客户端接入官方 SHOPLINE 开发者 MCP（@shoplineos/shopline-developer-mcp，本地 stdio、免鉴权）。工具以 mcp__shopline__search_shopline_docs、mcp__shopline__get_admin_rest_endpoint_detail、mcp__shopline__get_graphql_schema、mcp__shopline__validate_graphql_codes 等形式直接可用 | | 🎛️ 可选社区 MCP | sline.dev 服务器（@shopline/dev-mcp）提供 mcp__sline__introspect_admin_schema（Admin GraphQL Schema 内省）、mcp__sline__validate_theme（Sline 模板校验）等，默认注释、按需开启 | | 📦 dsh 插件包 | cordis.patch.yml + lib/index.js，一条命令安装：dsh plugin --profile <name> add shopline-ai-toolkit-dsh | ### 安装 详见 docs/install.md。快速开始（完整插件）： bash dsh plugin --profile web add shopline-ai-toolkit-dsh # 在 ~/.dsh/profiles/web/package.json 的 dsh.profile.bundles 中加入 "shopline-ai-toolkit-dsh" dsh web 只想用技能：cp -R skills/* ~/.dsh/skills/ ### 示例 > 「搜索 SHOPLINE Admin REST 端点中商品相关接口，然后给出更新商品变体的完整端点详情， > 包括请求参数和 curl 示例。」 助手会加载 shopline-admin-rest 与 shopline-dev-mcp 技能，并依次调用 mcp__shopline__search_admin_rest_endpoints → mcp__shopline__get_admin_rest_endpoint_detail。 更多示例： examples/prompts.md · 设计文档：docs/architecture.md ### 仓库结构 ├── package.json # dsh bundle 清单（dsh.bundle.patch） ├── cordis.patch.yml # bundle patch：mcp-shopline 桥接 + shopline-toolkit 插件 ├── lib/index.js # Cordis 插件：把 skills/* 注册到 ctx.skills ├── skills/ # 7 个 SHOPLINE 技能（SKILL.md 包） ├── mcp/mcp.shopline.json # 开箱即用的 MCP 客户端配置（Cursor/Claude/DSH） ├── docs/ # architecture.md · install.md └── examples/prompts.md # 可直接复制的提示词（中/英） ### 许可证 MIT。本项目与 SHOPLINE 无隶属关系；官方文档与 npm 包始终是权威依据。