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  1. Home
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  3. Loops
registry://loops

LOOPS

Autonomous agent loops — repeatable workflows that run until the exit condition is met.

50+loopsupvote ranked10+ categories
What is loop engineering?Implementation guide →
how it works

Copy a kickoff prompt → paste into your agent → let it iterate until done.

FAQ

What is an agent loop?
An agent loop is an iterative AI workflow that runs in cycles — observe, plan, act, evaluate — until a specific exit condition is met. Unlike one-shot prompts, loops allow an AI agent to self-correct and make progress across multiple steps without manual intervention.
How do I run one of these loops in Claude Code?
Copy the kickoff prompt from the loop page, open Claude Code in your terminal or IDE, and paste it in. Replace any [PLACEHOLDER] values with your actual repo path, branch name, or other context. The agent will then iterate until the exit condition is satisfied.
Can I use these loops with tools other than Claude Code?
Yes. Each loop lists a recommended mode (Claude Code, Cursor, API, or CLI), but the kickoff prompt and workflow steps are tool-agnostic. You can adapt them for any coding agent that accepts natural-language instructions.
Top Upvotes(8)TrendingNewest
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#LoopCategoryDifficultyTagsUpvotes
1API Backward Compatibility Guard

This loop ensures that modifications to your API specifications maintain backward compatibility with existing consumers. It uses oasdiff to detect breaking changes between old and new OpenAPI specs, iterating until all breaking changes are resolved or the maximum iteration limit is reached.

API · Medium
APIMedium
APIbackward-compatibilityOpenAPI
0
2API Version Migration

This loop automates the migration of API endpoints from legacy versions (e.g., v1) to the latest supported version (e.g., v2) within a codebase. It systematically identifies outdated endpoints, updates them, and validates changes through automated testing.

API · intermediate
APIintermediate
APImigrationautomation
0
3API Contract Until Passing

This loop ensures that the API implementation aligns with the OpenAPI specification by repeatedly validating the contract using swagger-cli until all requirements are met or the maximum iteration limit is reached.

API · Intermediate
APIIntermediate
OpenAPIAPIValidation
0
4API Security Hardening

This loop identifies and remediates insecure API patterns and vulnerabilities in Node.js projects by iteratively running npm audit and applying security fixes until the codebase passes security scanning.

API · intermediate
APIintermediate
APIsecuritynpm
0
5Generate Missing API Docs

Automatically identifies and documents all undocumented API endpoints in the project. The agent iteratively generates OpenAPI/Swagger documentation until all endpoints meet the required documentation standards.

API · Easy
APIEasy
APIdocumentationautomation
0
6API Performance Budget

A coding loop focused on optimizing API performance to ensure P95 latency stays under a defined target threshold. This loop iteratively runs load tests, analyzes bottlenecks, and implements optimizations until the goal is achieved or maximum iterations are reached.

API · Intermediate
APIIntermediate
performancelatencyapi
0
7Fix Failing Integration Endpoints

Automatically detects and resolves issues in failing API integration endpoints through iterative testing and code modifications.

API · Intermediate
APIIntermediate
apiintegration-testingdebugging
0
8Resolve API Error Responses

This loop standardizes API error responses across the application to improve client-side error handling and debugging. It ensures all error responses follow a consistent structure (e.g., RFC 7807 Problem Details format) with appropriate HTTP status codes and machine-readable error codes.

API · Intermediate
APIIntermediate
apierror-handlingmiddleware
0