api-filtering-sorting

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

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$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill api-filtering-sorting
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summary

Build flexible filtering and sorting systems that handle complex queries efficiently with proper validation, security, and performance optimization.

skill.md

API Filtering & Sorting

Table of Contents

Overview

Build flexible filtering and sorting systems that handle complex queries efficiently with proper validation, security, and performance optimization.

When to Use

  • Building search and filter interfaces
  • Implementing advanced query capabilities
  • Creating flexible data retrieval endpoints
  • Optimizing query performance
  • Validating user input for queries
  • Supporting complex filtering logic

Quick Start

Minimal working example:

// Node.js filtering implementation
app.get("/api/products", async (req, res) => {
  const filters = {};
  const sortOptions = {};

  // Parse filtering parameters
  const allowedFilters = [
    "category",
    "minPrice",
    "maxPrice",
    "inStock",
    "rating",
  ];
  for (const key of allowedFilters) {
    if (req.query[key]) {
      filters[key] = req.query[key];
    }
  }

  // Build MongoDB query
  const mongoQuery = {};

  if (filters.category) {
    mongoQuery.category = filters.category;
  }
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Query Parameter Filtering Query Parameter Filtering
Advanced Filter Parser Advanced Filter Parser
Filter Builder Pattern Filter Builder Pattern
Python Filtering (SQLAlchemy) Python Filtering (SQLAlchemy)
Elasticsearch Filtering Elasticsearch Filtering
Query Validation Query Validation

Best Practices

✅ DO

  • Whitelist allowed filter fields
  • Validate all input parameters
  • Index fields used for filtering
  • Support common operators
  • Provide faceted navigation
  • Cache filter options
  • Limit filter complexity
  • Document filter syntax
  • Use database-native operators
  • Optimize queries with indexes

❌ DON'T

  • Allow arbitrary field filtering
  • Support unlimited operators
  • Ignore SQL injection risks
  • Create complex filter logic
  • Expose internal field names
  • Filter on unindexed fields
  • Allow deeply nested filters
  • Skip input validation
  • Combine all filters with OR
  • Ignore performance impact
how to use api-filtering-sorting

How to use api-filtering-sorting on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add api-filtering-sorting
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill api-filtering-sorting

The skills CLI fetches api-filtering-sorting from GitHub repository aj-geddes/useful-ai-prompts and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/api-filtering-sorting

Reload or restart Cursor to activate api-filtering-sorting. Access the skill through slash commands (e.g., /api-filtering-sorting) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.747 reviews
  • Chaitanya Patil· Dec 28, 2024

    api-filtering-sorting fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Amelia Khanna· Dec 20, 2024

    I recommend api-filtering-sorting for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Amelia Malhotra· Dec 8, 2024

    Registry listing for api-filtering-sorting matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Chinedu Menon· Dec 4, 2024

    Useful defaults in api-filtering-sorting — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Emma Khanna· Nov 27, 2024

    Useful defaults in api-filtering-sorting — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Arya Martin· Nov 23, 2024

    Registry listing for api-filtering-sorting matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Piyush G· Nov 19, 2024

    api-filtering-sorting is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Rahul Santra· Nov 15, 2024

    api-filtering-sorting has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Aarav Desai· Nov 11, 2024

    api-filtering-sorting reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Arya Johnson· Oct 18, 2024

    I recommend api-filtering-sorting for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

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