aj-geddes/useful-ai-prompts9 files

API Filtering Sorting

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Specification
Skill ID
aj-geddes/useful-ai-prompts/api-filtering-sorting
Publisher
aj-geddes
Repository
useful-ai-prompts
Installs
0
Files
9
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

aj-geddes/useful-ai-prompts/api-filtering-sortingInstalls these files
  • SKILL.md
  • references/advanced-filter-parser.md
  • references/elasticsearch-filtering.md
  • references/filter-builder-pattern.md
  • references/python-filtering-sqlalchemy.md
  • references/query-parameter-filtering.md
  • references/query-validation.md
  • scripts/validate-schema.sh
  • templates/migration-template.sql

What this skill tells the agent

API Filtering & Sorting

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

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:

GuideContents
Query Parameter FilteringQuery Parameter Filtering
Advanced Filter ParserAdvanced Filter Parser
Filter Builder PatternFilter Builder Pattern
Python Filtering (SQLAlchemy)Python Filtering (SQLAlchemy)
Elasticsearch FilteringElasticsearch Filtering
Query ValidationQuery 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

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Use this skill