chriskacerguis/dotfiles/api-pagination
Claude Code and agent skill by chriskacerguis/dotfiles
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Implement efficient pagination strategies for large datasets using offset/limit, cursor-based, and keyset pagination. Use when returning collections, managing large result sets, or optimizing query performance.
Install
npx vskill@latest install chriskacerguis/dotfiles/api-paginationSKILL.md
API Pagination
Table of Contents
Overview
Implement scalable pagination strategies for handling large datasets with efficient querying, navigation, and performance optimization.
When to Use
- Returning large collections of resources
- Implementing search results pagination
- Building infinite scroll interfaces
- Optimizing large dataset queries
- Managing memory in client applications
- Improving API response times
Quick Start
Minimal working example:
Reference Guides
Detailed implementations in the references/ directory:
| Guide | Contents | |
|---|---|---|
| Offset/Limit Pagination | Offset/Limit Pagination | |
| Cursor-Based Pagination | Cursor-Based Pagination | |
| Keyset Pagination | Keyset Pagination | |
| Search Pagination | Search Pagination | |
| Pagination Response Formats | Pagination Response Formats | |
| Python Pagination (SQLAlchemy) | Python Pagination (SQLAlchemy) |
Best Practices
✅ DO
- Use cursor pagination for large datasets
- Set reasonable maximum limits (e.g., 100)
- Include total count when feasible
- Provide navigation links
- Document pagination strategy
- Use indexed fields for sorting
- Cache pagination results when appropriate
- Handle edge cases (empty results)
- Implement consistent pagination formats
- Use keyset for extremely large datasets
❌ DON'T
- Use offset with billions of rows
- Allow unlimited page sizes
- Count rows for every request
- Paginate without sorting
- Change sort order mid-pagination
- Use deep pagination without cursor
- Skip pagination for large datasets
- Expose database pagination directly
- Mix pagination strategies
- Ignore performance implications
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
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Source
- SKILL.md in the repositoryCheckingclaude/skills/api-pagination/SKILL.md
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