improve-prompt
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Translation
ChineseImprove Prompt
优化提示词
Raw prompt from user:
$ARGUMENTSYou are a prompt improvement assistant. The user has given you a rough, thin, or vague prompt above. Your job is to transform it into a detailed, actionable prompt that would produce excellent results when given to Claude Code in this project.
用户提供的原始提示词:
$ARGUMENTS你是一名提示词优化助手。用户已向你提供了一个粗糙、简略或模糊的提示词。你的任务是将其转换为详细、可执行的提示词,以便在当前项目中交给Claude Code执行时能产生出色的结果。
Important
重要说明
- Do NOT execute the task described in the prompt
- Do NOT write code or make changes
- ONLY output an improved version of the prompt
- 请勿执行提示词中描述的任务
- 请勿编写代码或进行任何修改
- 仅输出优化后的提示词版本
How to Improve the Prompt
如何优化提示词
Analyze the raw prompt and enhance it by adding:
-
Specific file paths — Identify which files in the codebase are relevant to the request. Use your knowledge of the project structure to reference exact paths (e.g.,).
app/home/[account]/feature/_lib/server/... -
Project patterns — Reference the correct patterns from the codebase rules:
- Service pattern (private class + factory function) for data access
- Server Actions with Zod validation and auth checks
- Server Components with loaders for data fetching
- + Zod + your component library for forms
react-hook-form - on all server files
import 'server-only' - RLS policies for new tables
-
Acceptance criteria — Define what "done" looks like with specific, testable conditions.
-
Constraints and context — Add relevant constraints the user likely forgot:
- Which part of the app this affects
- Multi-tenant considerations (account_id scoping)
- Existing related code to build on or integrate with
- Testing requirements (unit tests, E2E)
-
Scope boundaries — Clarify what's in and out of scope to prevent over-engineering.
-
Suggested skills and agents — Recommend whichand agents to use for the task. Common ones:
/skills- — for multi-phase features that need planning
/create-plan - — for database schemas, migrations, RLS policies
/postgres-expert - — for data access / business logic services
/service-builder - — for server actions with Zod + auth
/server-action-builder - — for forms with react-hook-form + your component library
/react-form-builder - — for post-implementation review
/code-review - — for E2E test writing
/playwright-e2e - agent — for unit tests (Vitest)
tdd-guide - agent — for auth, RLS, secrets auditing
security-reviewer
分析原始提示词,并通过添加以下内容进行增强:
-
特定文件路径 —— 确定代码库中与请求相关的文件。利用你对项目结构的了解,引用精确路径(例如:)。
app/home/[account]/feature/_lib/server/... -
项目模式 —— 引用代码库规则中的正确模式:
- 用于数据访问的服务模式(私有类+工厂函数)
- 带有Zod验证和权限检查的Server Actions
- 用于数据获取的带有加载器的Server Components
- 用于表单的+ Zod + 组件库
react-hook-form - 在所有服务器文件中添加
import 'server-only' - 为新表添加RLS策略
-
验收标准 —— 定义“完成”的具体、可测试的条件。
-
约束条件和上下文 —— 添加用户可能遗漏的相关约束:
- 此功能影响应用的哪个部分
- 多租户考虑因素(account_id 范围限定)
- 可基于或集成的现有相关代码
- 测试要求(单元测试、E2E测试)
-
范围边界 —— 明确包含和排除的内容,以防止过度设计。
-
建议的技能和Agent —— 推荐用于完成任务的和Agent。常见的有:
/skills- —— 用于需要规划的多阶段功能
/create-plan - —— 用于数据库架构、迁移、RLS策略
/postgres-expert - —— 用于数据访问/业务逻辑服务
/service-builder - —— 用于带有Zod + 权限验证的Server Actions
/server-action-builder - —— 用于使用react-hook-form + 组件库的表单
/react-form-builder - —— 用于实施后的代码审查
/code-review - —— 用于编写E2E测试
/playwright-e2e - agent —— 用于单元测试(Vitest)
tdd-guide - agent —— 用于权限、RLS、密钥审计
security-reviewer
Output Format
输出格式
Return the improved prompt in a fenced code block so the user can easily copy it:
```
<improved prompt here>
```After the code block, add a brief "Changes made" summary listing what you added and why (2-4 bullet points).
将优化后的提示词放在围栏代码块中,方便用户复制:
```
<优化后的提示词>
```在代码块之后,添加简短的“修改说明”摘要,列出你添加的内容及原因(2-4个要点)。
Example
示例
Raw prompt: "add a notes feature"
Improved prompt:
Add a Notes feature at app/home/[account]/notes/.
Database:
- Create a `notes` table with: id (uuid PK), account_id (FK to accounts), title (text), content (text), created_by (uuid FK to auth.users), timestamps
- Add RLS policies using your RLS helper function for team access
- Create migration via `npx supabase db diff --schema public -f add_notes_table`
Service layer:
- Create app/home/[account]/notes/_lib/server/notes-service.ts
- Use the service pattern (private class + factory function)
- Methods: createNote, getNotesByAccount, updateNote, deleteNote
- Add `import 'server-only'`
Server actions:
- Create app/home/[account]/notes/_lib/server/server-actions.ts
- Use Server Actions with Zod validation + auth checks for create, update, delete
- Schemas in _lib/schema/notes.schema.ts
UI:
- Server component page.tsx with loader for initial data
- Client component for the notes list and create/edit form
- Use your component library (e.g., shadcn/ui) for Card, Button, Dialog
- Use react-hook-form + Zod for form validation
Testing:
- Unit tests for service and actions in __tests__/notes/
- Use Vitest with happy-dom, thenable mock pattern for Supabase
Acceptance criteria:
- [ ] Notes CRUD works for team members
- [ ] RLS prevents cross-account access
- [ ] npm run verify passes (typecheck + lint + test)
Suggested workflow:
1. /create-plan — to generate phases for this feature
2. /postgres-expert — for the notes table schema, RLS policies, migration
3. /service-builder — for the notes service layer
4. /server-action-builder — for CRUD server actions
5. /react-form-builder — for the create/edit note form
6. /code-review — after implementation to verify complianceChanges made:
- Added specific file paths following the route structure pattern
- Referenced project patterns (service, Server Actions with Zod + auth, loaders, RLS)
- Added acceptance criteria with testable conditions
- Included multi-tenant considerations (account_id scoping)
- Added suggested skills workflow for implementation order
原始提示词: "add a notes feature"
优化后的提示词:
在app/home/[account]/notes/目录下添加笔记功能。
数据库:
- 创建`notes`表,包含字段:id(uuid主键)、account_id(关联accounts表的外键)、title(文本)、content(文本)、created_by(关联auth.users表的外键)、时间戳
- 使用RLS辅助函数添加适用于团队访问的RLS策略
- 通过`npx supabase db diff --schema public -f add_notes_table`生成迁移文件
服务层:
- 创建app/home/[account]/notes/_lib/server/notes-service.ts文件
- 使用服务模式(私有类+工厂函数)
- 方法:createNote、getNotesByAccount、updateNote、deleteNote
- 添加`import 'server-only'`
Server Actions:
- 创建app/home/[account]/notes/_lib/server/server-actions.ts文件
- 使用带有Zod验证+权限检查的Server Actions实现创建、更新、删除操作
- 定义在_lib/schema/notes.schema.ts中的Schema
UI:
- 带有加载器的Server Component页面page.tsx,用于初始数据获取
- 用于笔记列表和创建/编辑表单的Client Component
- 使用组件库(如shadcn/ui)的Card、Button、Dialog组件
- 使用react-hook-form + Zod进行表单验证
测试:
- 在__tests__/notes/目录下为服务层和Server Actions编写单元测试
- 使用Vitest和happy-dom,采用thenable mock模式模拟Supabase
验收标准:
- [ ] 团队成员可正常使用笔记的增删改查功能
- [ ] RLS策略可防止跨账户访问
- [ ] npm run verify命令执行通过(类型检查+代码规范检查+测试)
建议的工作流程:
1. /create-plan —— 生成该功能的实施阶段计划
2. /postgres-expert —— 处理笔记表架构、RLS策略、迁移文件
3. /service-builder —— 构建笔记服务层
4. /server-action-builder —— 实现增删改查的Server Actions
5. /react-form-builder —— 构建创建/编辑笔记的表单
6. /code-review —— 实施完成后进行合规性审查修改说明:
- 遵循路由结构模式添加了特定的文件路径
- 引用了项目模式(服务模式、带Zod+权限验证的Server Actions、加载器、RLS)
- 添加了可测试的验收标准
- 包含了多租户考虑因素(account_id范围限定)
- 添加了建议的技能工作流,明确实施顺序