Jules Prompts

1 week ago 2

Jules Awesome List



  • // Refactor {a specific} file from {x} to {y}... General-purpose, applies to any language or repo.

  • // Add a test suite... Useful for repos lacking test coverage.

  • // Add type hints to {a specific} Python function... Python codebases transitioning to typed code.

  • // Generate mock data for {a specific} schema... APIs, frontends, or test-heavy environments.

  • // Convert these commonJS modules to ES modules... JS/TS projects modernizing legacy code.

  • // Turn this callback-based code into async/await... JavaScript or Python codebases improving async logic.

  • // Help me fix {a specific} error... For any repo where you're stuck on a runtime or build error.

  • // Why is {this specific snippet of code} slow? Performance profiling for loops, functions, or queries.

  • // Trace why this value is undefined... Frontend and backend JS/TS bugs.

  • // Diagnose this memory leak... Server-side apps or long-running processes.

  • // Add logging to help debug this issue... Useful when troubleshooting silent failures.

  • // Find race conditions in this async code Concurrent systems in JS, Python, Go, etc.

  • // Write a README for this project Any repo lacking a basic project overview.

  • // Add comments to this code Improves maintainability of complex logic.

  • // Write API docs for this endpoint REST or GraphQL backends.

  • // Add integration tests for this API endpoint Express, FastAPI, Django, Flask apps.

  • // Write a test that mocks fetch Browser-side fetch or axios logic.

  • // Convert this test from Mocha to Jest JS test suite migrations.

  • // Generate property-based tests for this function Functional or logic-heavy code.

  • // Simulate slow network conditions in this test suite Web and mobile apps.

  • // Write a test to ensure backward compatibility for this function Library or SDK maintainers.

  • // Upgrade my linter and autofix breaking config changes JS/TS repos using ESLint or Prettier.

  • // Show me the changelog for React 19 Web frontend apps using React.

  • // Which dependencies can I safely remove? Bloated or legacy codebases.

  • // Check if these packages are still maintained Security-conscious or long-term projects.

  • // Set up Renovate or Dependabot for auto-updates Best for active projects with CI/CD.

  • // Analyze this repo and generate 3 feature ideas Vision-stage or greenfield products.

  • // Identify tech debt in this file Codebases with messy or fragile logic.

  • // Find duplicate logic across files Sprawling repos lacking DRY practices.

  • // Cluster related functions and suggest refactors Projects with lots of utils or helpers.

  • // Help me scope this issue so Jules can solve it For working with Jules on real issues.

  • // Convert this function into a reusable plugin/module Componentizing logic-heavy code.

  • // Write a status update based on recent commits Managerial and async communication.

  • // Summarize all changes in the last 7 days Catching up after time off.

  • // Add a confetti animation when {a specific} action succeeds Frontend web apps with user delight moments.

  • // Inject a developer joke when {a specific} build finishes Personal projects or team tools.

  • // Build a mini CLI game that runs in the terminal For learning or community fun.

  • // Add a dark mode Easter egg to this UI Design-heavy frontend projects.

  • // Turn this tool into a GitHub App Reusable, platform-integrated tools.

  • // What's going on in this repo? Great for legacy repos or onboarding onto unfamiliar code.

  • // Initialize a new Express app with CORS enabled Web backend projects using Node.js and Express.

  • // Set up a monorepo using Turborepo and PNPM Multi-package JS/TS projects with shared dependencies.

  • // Bootstrap a Python project with Poetry and Pytest Python repos aiming for clean dependency and test setup.

  • // Create a starter template for a Chrome extension Browser extension development.

  • // I want to build a web scraper—start me off Data scraping or automation tools using Python/Node.

Your contributions are welcome! Add new prompts, fix formatting, or suggest categories.

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