Development

A shared folder with AI prompts and code snippets

From workspace: DeepSeek

Team: Main

Total snippets: 9

DeepSeek

Development

9 snippets

CI/CD Pipeline Optimization

Analyze a GitHub Actions workflow, remove inefficiencies, and improve automation.

Task: Improve this GitHub Actions workflow. <code> jobs: build: runs-on: ubuntu-latest steps: [...] </code> <instructions> - Identify redundant steps. - Suggest caching and parallelization. - Provide updated YAML...

Security Review (XSS)

Identify XSS risk in code snippet and propose a secure sanitized version

Task: Identify XSS vulnerabilities in snippet. <code> res.send('<div>' + userComment + '</div>') </code> <instructions> - Explain the risk. - Rewrite safe version. - Suggest sanitization library. </instructions> <output format> { "risk":...

Library Comparison

Compare data‑fetching React libraries like React Query vs SWR across key dimensions.

Task: Compare React Query vs SWR for fetching data in React. <instructions> 1. Compare caching and revalidation. 2. Compare performance and bundle size. 3. Suggest best use cases. </instructions> <output format> Markdown table + recommendation

Performance Profiling Suggestions

Design a profiling plan for a slow API endpoint using tools & process steps.

Task: Suggest profiling steps for slow API endpoint. <description> The /search endpoint retrieves and filters results from DB and external API. </description> <instructions> - Recommend profiling tools/methods. - Locate hotspots. - Provide...

Database Schema Review

Analyze an SQL schema, identify normalization issues, and suggest improvements.

Task: Review SQL schema for normalization issues. <code> CREATE TABLE orders (...); CREATE TABLE customers (...); CREATE TABLE order_items (...); </code> <instructions/> 1. Identify normalization violations. 2. Suggest schema changes. 3. Explain...

Code Refactoring

Refactor a long Java method for readability, modularity, and testability.

Task: Refactor this long Java method for readability and testability. <code> public String getUserInfo(int id) { ... 200 lines ... } </code> <instructions> - Split into smaller methods. - Add unit testable logic. - Suggest unit tests...

Dependency Audit

Audit npm dependencies for security vulnerabilities or outdated libraries.

Task: Audit npm dependencies for security or licensing issues. Project uses: express@4.18.2, lodash@4.17.21, moment@2.29.4 <instructions> 1. Check for known vulnerabilities. 2. Identify outdated packages. 3. Provide safe upgrade or replacement...

API Endpoint Design Review

Review existing REST API route; suggest improvements for structure, error handling, and caching.

Task: Review and improve this REST endpoint design. Endpoint: GET /users/{userId}/activity?start=...&end=... <instructions> - Check URI design, query params, status codes. - Suggest improvements to structure, caching, error handling. - Provide...

Bug Diagnosis and Fix

Identify inefficiencies and optimize performance in a JavaScript function.

Task: Diagnose and fix this JavaScript performance lag issue. <code> function process(items) { let result = []; for (let i = 0; i < items.length; i++) { for (let j = 0; j < items.length; j++) { if (items[i] === items[j])...