Improve Prompt
Raw prompt from user: $ARGUMENTS
You 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.
Important
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Do NOT execute the task described in the prompt
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Do NOT write code or make changes
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ONLY output an improved version of the prompt
How to Improve the Prompt
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:
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Service pattern (private class + factory function) for data access
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Server Actions with Zod validation and auth checks
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Server Components with loaders for data fetching
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react-hook-form
- Zod + your component library for forms
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import 'server-only' on all server files
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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:
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Which part of the app this affects
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Multi-tenant considerations (account_id scoping)
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Existing related code to build on or integrate with
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Testing requirements (unit tests, E2E)
Scope boundaries — Clarify what's in and out of scope to prevent over-engineering.
Suggested skills and agents — Recommend which /skills and agents to use for the task. Common ones:
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/create-plan — for multi-phase features that need planning
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/postgres-expert — for database schemas, migrations, RLS policies
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/service-builder — for data access / business logic services
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/server-action-builder — for server actions with Zod + auth
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/react-form-builder — for forms with react-hook-form + your component library
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/code-review — for post-implementation review
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/playwright-e2e — for E2E test writing
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tdd-guide agent — for unit tests (Vitest)
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security-reviewer agent — for auth, RLS, secrets auditing
Output Format
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).
Example
Raw prompt: "add a notes feature"
Improved prompt:
Add a Notes feature at app/home/[account]/notes/.
Database:
- Create a
notestable 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:
- /create-plan — to generate phases for this feature
- /postgres-expert — for the notes table schema, RLS policies, migration
- /service-builder — for the notes service layer
- /server-action-builder — for CRUD server actions
- /react-form-builder — for the create/edit note form
- /code-review — after implementation to verify compliance
Changes made:
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Added specific file paths following the route structure pattern
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Referenced project patterns (service, Server Actions with Zod + auth, loaders, RLS)
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Added acceptance criteria with testable conditions
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Included multi-tenant considerations (account_id scoping)
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Added suggested skills workflow for implementation order