Set a Goal. Let the Agent Loop Until It's Done

This loop identifies and resolves rendering performance issues in your application to reduce UI lag. It uses performance profiling tools and optimization tec…

This loop guides you through reproducing a reported bug, identifying its root cause, implementing a fix, and verifying the solution through automated testing…

This loop standardizes API error responses across the application to improve client-side error handling and debugging. It ensures all error responses follow…

Automates the process of reviewing a Pull Request and continuously iterating until it receives approval. The agent checks the review status, makes necessary…

An automated loop that systematically identifies, analyzes, and documents potential risks in a software project. Designed to help teams proactively manage pr…

This loop helps generate a structured release roadmap by iteratively gathering project details, defining milestones, and refining the timeline through contin…

Automates rollback process verification in deployment pipelines. Self-paced loop that continuously tests rollback execution until success or maximum iteratio…

A systematic loop for identifying the root cause of code issues, bugs, or unexpected behavior through iterative investigation and analysis, ensuring develope…

Monitors and stabilizes scheduled jobs by automatically detecting failures, analyzing causes, and applying corrective measures. The agent iterates through jo…

Automatically identifies and removes exposed secrets (e.g., API keys, passwords) from your codebase to prevent unauthorized access and security breaches.

Weekly npm audit scan, triage vulnerabilities by severity, and propose or apply safe patches.

Automates the detection and remediation of missing or misconfigured HTTP security headers across web applications. Uses securityheader.com API and curl-based…

An automated iterative loop that analyzes code for security vulnerabilities, runs security checks, identifies issues, implements fixes, and continues until s…

A self-paced loop for coding agents to iteratively review and improve their pull request quality before submission. The agent acts on the codebase, runs auto…

This loop enables continuous improvement of service reliability and uptime by leveraging Service Level Objective (SLO) reports to identify and address perfor…

Implement on a branch, run tests, push, open a PR, wait for CI, and loop until checks pass and the PR is ready to merge.

This loop identifies and optimizes slow API endpoints by continuously benchmarking, analyzing performance bottlenecks, and applying targeted improvements unt…

Implement from a written spec.md checklist — each iteration completes one unchecked requirement with verification.

Generates a prioritized sprint plan based on user stories, team capacity, and sprint duration. Iteratively refines tasks until they are properly ordered and…

Run a fixed smoke checklist against staging after deploy: auth, core flows, and error budgets.

This loop ensures your codebase adheres to consistent styling conventions by automatically identifying and correcting formatting inconsistencies using your p…

A prompt-only coding agent loop that systematically identifies and resolves technical debt items in a codebase through iterative auditing and targeted fixes.

This loop identifies gaps in test coverage and systematically writes targeted unit/integration tests to increase code coverage. It analyzes coverage reports,…