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

This loop optimizes CI pipeline efficiency by identifying and parallelizing independent jobs to reduce overall runtime. The agent iteratively analyzes the cu…

Automatically optimizes application code to meet predefined performance budgets. Uses performance audits to measure key metrics like load time, First Content…

This loop automates the optimization of CI pipelines by continuously analyzing build metrics, identifying performance bottlenecks, and applying targeted opti…

Hook-based loop that runs related tests after file edits to catch regressions early.

Hook that runs smoke tests after git merge or rebase to catch integration regressions immediately.

Every 15 minutes, inspect open PRs with a watch label: nudge reviewers, fix CI, rebase if behind main.

An automated workflow loop that iteratively reviews and improves pull request code quality to achieve merge readiness. This loop focuses on code standards, t…

Review your own diff like a senior reviewer, fix issues, and repeat for three passes before opening the PR.

Poll open PRs labeled codex-watch every 15 minutes, review activity, and flag regressions or stale threads.

Hook that runs tests before git commit commands to block commits when the suite is red.

A coding agent loop designed to diagnose and resolve production incidents through iterative investigation, targeted fixes, and continuous health monitoring u…

This loop helps automate the process of fixing code quality issues. It runs a quality gate check, identifies failures, and applies targeted fixes until the g…

An automated workflow to identify, analyze, and optimize slow-running database queries through iterative benchmarking and targeted improvements.

Fresh-context loop: pick one incomplete story from prd.json, implement it, run backpressure checks, commit, and update progress before the next iteration.

This loop helps improve onboarding documentation by iteratively testing and refining README files to ensure new users can successfully set up and run your pr…

Automates the process of resolving merge conflicts during a Git rebase operation. This loop continuously attempts to rebase your current branch onto its upst…

This loop systematically refactors your codebase to improve structure while maintaining test coverage. The agent identifies opportunities for cleaner code wi…

"Set /goal… Claude spawned 3 subagents: one for parser, one for UI, one for tests. All three finished." /goal fanning out across a module.

On each failed repro attempt, write a short reflection to disk, then retry with that memory — avoids repeating the same wrong fix.

This loop ensures that newly discovered bugs or edge cases are covered by automated regression tests to prevent future incidents. It iterates through identif…

This loop automates the entire software release process by creating and validating a CI/CD pipeline that builds, tests, and deploys your application. The age…

A systematic approach to prepare a comprehensive release plan by iteratively assessing project status, identifying risks, and aligning resources. This loop e…

This loop systematically identifies and removes deprecated API usage and code patterns to ensure your codebase remains modern, performant, and free of outdat…