cursor-advanced-composer
Advanced Cursor Composer techniques: agent mode, parallel agents, complex refactoring, and multi-step orchestration. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring", "agent mode", "parallel agents".
Best use case
cursor-advanced-composer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Advanced Cursor Composer techniques: agent mode, parallel agents, complex refactoring, and multi-step orchestration. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring", "agent mode", "parallel agents".
Teams using cursor-advanced-composer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/cursor-advanced-composer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How cursor-advanced-composer Compares
| Feature / Agent | cursor-advanced-composer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Advanced Cursor Composer techniques: agent mode, parallel agents, complex refactoring, and multi-step orchestration. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring", "agent mode", "parallel agents".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Cursor Advanced Composer
Advanced patterns for Cursor Composer including agent orchestration, complex multi-file refactoring, architecture migrations, and quality-control workflows.
## Agent Mode Deep Dive
In Agent mode, Composer autonomously chains tool calls: reading files, searching the codebase, running terminal commands, and writing code. It operates in a loop until the task is complete or it hits the 25-tool-call limit.
### Agent Tool Capabilities
| Tool | What it does | Approval needed? |
|------|-------------|------------------|
| Read file | Reads any file in workspace | No |
| Search codebase | Semantic + text search | No |
| Write file | Creates or overwrites files | Shows diff first |
| Edit file | Modifies sections of files | Shows diff first |
| Run terminal command | Executes shell commands | Yes (click Allow) |
| List directory | Browses folder structure | No |
### Controlling Agent Behavior
Give the agent constraints in your prompt:
```
Migrate all React class components in src/components/ to functional
components with hooks.
Constraints:
- Do NOT modify test files
- Preserve all existing prop types
- Replace lifecycle methods with useEffect equivalents
- Keep the same file names and export structure
- Run `npm test` after each file to verify
```
### Checkpoint Pattern
For large refactors, use explicit checkpoints:
```
Phase 1: Create the new database schema types in src/types/schema-v2.ts.
Show me the types before proceeding.
Phase 2: Update the repository layer to use the new types.
Run tests after each repository file change.
Phase 3: Update the API routes to use the new repository methods.
Phase 4: Update the frontend components to match the new API response shapes.
Stop after each phase and show me a summary of changes.
```
The agent pauses after 25 tool calls automatically. Click "Continue" to allow more.
## Parallel Agent Workflows
Run up to 8 Composer agents simultaneously, each in its own tab.
### Use Case: Parallel Feature Development
```
# Agent 1 (Tab: "Auth")
Implement JWT authentication:
- src/middleware/auth.ts
- src/services/token.service.ts
- src/api/auth/login/route.ts
- src/api/auth/refresh/route.ts
# Agent 2 (Tab: "Products")
Implement product catalog:
- prisma/schema additions
- src/api/products/route.ts
- src/services/product.service.ts
# Agent 3 (Tab: "Tests")
Write integration tests for the existing user API:
- tests/integration/users.test.ts
```
Each agent has its own context and conversation history. They can modify the same codebase simultaneously, but be careful with overlapping files.
### Conflict Resolution Between Agents
If two agents modify the same file, the second write overwrites the first. Mitigate this by:
- Assigning non-overlapping file scopes to each agent
- Running agents sequentially for shared files
- Using git to cherry-pick the best changes
## Complex Refactoring Patterns
### Pattern: Extract and Replace
Extract a pattern into a shared utility, then replace all occurrences:
```
@src/api/
I see repeated error handling in every API route:
try { ... } catch (err) { if (err instanceof ZodError) ... }
Step 1: Create src/utils/api-handler.ts with a withValidation()
wrapper that handles the try/catch + Zod pattern.
Step 2: Update ALL route files in src/api/ to use withValidation()
instead of manual try/catch.
Show me api-handler.ts first, then refactor the routes.
```
### Pattern: Interface-First Migration
Define the target interface, then migrate implementations:
```
@src/services/
Step 1: Create src/interfaces/repository.ts with a generic
Repository<T> interface:
- findById(id: string): Promise<T | null>
- findMany(filter: Filter<T>): Promise<T[]>
- create(data: CreateInput<T>): Promise<T>
- update(id: string, data: UpdateInput<T>): Promise<T>
- delete(id: string): Promise<void>
Step 2: Refactor UserService to implement Repository<User>.
Step 3: Refactor ProductService to implement Repository<Product>.
Step 4: Update API routes to use the Repository interface type.
```
### Pattern: Test-Driven Refactoring
Write tests first, then refactor with confidence:
```
@src/services/payment.service.ts
Step 1: Write comprehensive tests for the current PaymentService
behavior. Cover all public methods and edge cases.
Run `npm test` to verify they pass.
Step 2: Refactor PaymentService to use the Strategy pattern for
different payment providers (Stripe, PayPal, manual).
Run `npm test` after each change to ensure nothing breaks.
```
## Multi-Codebase Orchestration
For monorepos or multi-root workspaces:
```
@packages/shared/src/types/
@packages/api/src/routes/
@packages/web/src/hooks/
Add a "notifications" feature across all packages:
1. shared: NotificationType enum, Notification interface
2. api: GET /notifications, POST /notifications/mark-read endpoints
3. web: useNotifications hook, NotificationBell component
Use the shared types in both api and web packages.
Import from @myorg/shared (the workspace alias).
```
## Quality Control Workflows
### Pre-Apply Review Checklist
Before clicking "Apply All":
1. **Read every diff** -- do not blindly apply multi-file changes
2. **Check imports** -- Composer sometimes generates wrong import paths
3. **Verify types** -- ensure type annotations are correct, not `any`
4. **Look for hallucinations** -- methods or modules that do not exist
5. **Run build** -- `Cmd+`` > run your build command after applying
### Post-Apply Validation
```
# In Composer or terminal:
npm run build # Catches import errors, type mismatches
npm run lint # Catches style violations
npm run test # Catches behavior regressions
```
### Rollback Strategy
If applied changes break the build:
```bash
# Undo all uncommitted changes
git checkout .
# Or selectively undo specific files
git checkout -- src/api/products/route.ts
```
Always commit working code before starting a Composer session.
## Advanced Prompting Techniques
### System-Level Instructions via Rules
Create a Composer-specific rule:
```yaml
# .cursor/rules/composer-standards.mdc
---
description: "Standards for Composer-generated code"
globs: ""
alwaysApply: true
---
When generating code via Composer:
- Always include JSDoc comments on exported functions
- Always add error handling (never let functions throw unhandled)
- Generate corresponding test files for new modules
- Use named exports, never default exports
- Import types with `import type` syntax
```
### Iterative Refinement
After first pass:
```
The generated product.service.ts looks good but:
1. Add pagination support to findMany (page, limit params)
2. Add a findByCategory method
3. Use transactions for createWithItems
```
Composer retains conversation context, so follow-up instructions build on previous output.
## Enterprise Considerations
- **Compliance**: Review generated code for license compliance before committing
- **Security**: Composer may generate code with SQL injection or XSS vulnerabilities -- always audit
- **Cost**: Agent mode with reasoning models (o1, Opus) can consume thousands of tokens per session
- **Audit trail**: Commit Composer output with descriptive messages for code review traceability
## Resources
- [Composer Overview](https://docs.cursor.com/composer/overview)
- [Agent Mode Documentation](https://docs.cursor.com/agent)
- [Cursor 2.0 Agent Architecture](https://cursor.com/blog)Related Skills
time-series-decomposer
Time Series Decomposer - Auto-activating skill for Data Analytics. Triggers on: time series decomposer, time series decomposer Part of the Data Analytics skill category.
exa-advanced-troubleshooting
Apply advanced debugging techniques for hard-to-diagnose Exa issues. Use when standard troubleshooting fails, investigating latency spikes, or preparing evidence bundles for Exa support escalation. Trigger with phrases like "exa hard bug", "exa mystery error", "exa deep debug", "difficult exa issue", "exa latency spike".
customerio-advanced-troubleshooting
Apply Customer.io advanced debugging and incident response. Use when diagnosing complex delivery issues, investigating campaign failures, or running incident playbooks. Trigger: "debug customer.io", "customer.io investigation", "customer.io troubleshoot", "customer.io incident", "customer.io not delivering".
cursor-usage-analytics
Track and analyze Cursor usage metrics via admin dashboard: requests, model usage, team productivity, and cost optimization. Triggers on "cursor analytics", "cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard", "cursor ROI".
cursor-upgrade-migration
Upgrade Cursor versions, migrate from VS Code, and transfer settings between machines. Triggers on "upgrade cursor", "update cursor", "cursor migration", "cursor new version", "vs code to cursor", "cursor changelog".
cursor-team-setup
Set up Cursor for teams: plan selection, member management, shared rules, admin dashboard, and onboarding. Triggers on "cursor team", "cursor organization", "cursor business", "cursor enterprise setup", "cursor admin".
cursor-tab-completion
Master Cursor Tab autocomplete, ghost text, and AI code suggestions. Triggers on "cursor completion", "cursor tab", "cursor suggestions", "cursor autocomplete", "cursor ghost text", "cursor copilot".
cursor-sso-integration
Configure SAML 2.0 and OIDC SSO for Cursor with Okta, Microsoft Entra ID, and Google Workspace. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta", "cursor entra", "cursor scim".
cursor-rules-config
Configure Cursor project rules using .cursor/rules/*.mdc files and legacy .cursorrules. Triggers on "cursorrules", ".cursorrules", "cursor rules", "cursor config", "cursor project settings", ".mdc rules", "project rules".
cursor-reference-architecture
Reference architecture for Cursor IDE projects: directory structure, rules organization, indexing strategy, and team configuration patterns. Triggers on "cursor architecture", "cursor project structure", "cursor best practices", "cursor file structure".
cursor-prod-checklist
Production readiness checklist for Cursor IDE setup: security, rules, indexing, privacy, and team standards. Triggers on "cursor production", "cursor ready", "cursor checklist", "optimize cursor setup", "cursor onboarding".
cursor-privacy-settings
Configure Cursor privacy mode, data handling, telemetry, and sensitive file exclusion. Triggers on "cursor privacy", "cursor data", "cursor security", "privacy mode", "cursor telemetry", "cursor data retention".