---
title: Loops
description: Automation loops for Claude, Cursor, and Codex.
url: https://subramanya.ai/awesome-loops/
---

# Loops

Automation loops for Claude, Cursor, and Codex.

awesome-loops Automation loops for Claude, Cursor, and Codex Open them in Claude, add them to Cursor, or launch them with Codex. Every submission is a Markdown automation reviewed through GitHub. Claude Cursor Codex Create automation Browse Markdown All categories Customer support Data quality Documentation Engineering Evaluation Growth Operations Release Engineering Adversarial review loop Use a fresh context to review a diff against the original requirements, then fix only correctness gaps. code-review verification pull-request Anthropic Operations Chief of staff inbox triage Recurring inbox and Slack scan that identifies unanswered work, researches context, and drafts replies without sending. inbox slack gmail Jason Liu Engineering Explore, plan, code, PR loop Separate codebase exploration from implementation, then verify the change and open a reviewable PR. planning pull-request tests Anthropic Engineering Fan-out migration loop Generate a file list, test the migration prompt on a small sample, then run the same constrained task across many files. migration parallel batching Anthropic Operations Feedback to render loop Monitor a feedback thread, revise the artifact when comments arrive, re-render, and post the new version for review. feedback rendering slack Jason Liu Evaluation Full product evaluation loop Define realistic scenarios for every major capability, fix failures, and rerun the whole evaluation set. evaluation qa release Matthew Berman Engineering Goal with test-suite oracle Give a long-running agent migration a hard finish line by requiring it to satisfy an existing test suite. migration goals tests Jason Liu Operations Memory diff workstream loop Keep a long-running workstream grounded by writing decisions and open loops to disk, then reviewing the diff. memory workstreams notes Jason Liu Documentation Nightly changelog loop Review the day's changes and update the changelog with user-visible updates or a recorded no-change result. changelog documentation release-notes Matthew Berman Documentation Overnight docs sweep Review recent code changes, update stale documentation, and open a focused PR before the next workday. documentation pull-request maintenance Matthew Berman Release Post-release baseline loop After a release lands, rerun standard benchmarks and store the new baseline with environment details. benchmarks release performance Matthew Berman Data quality Production data cleanup loop Audit records against an allowed definition, clean invalid data, improve classification, and prove the retained data is valid. data-quality production cleanup Matthew Berman Operations Production error sweep Scan production logs, fix actionable root causes, verify the fix, and send a concise status update. production logs incident Matthew Berman Evaluation Quality streak loop Run realistic cases until N pass in a row, restarting the streak whenever a failure is found and fixed. evaluation qa regression Matthew Berman Engineering Repository cleanup loop Inspect branches, worktrees, commits, and PRs; recover valuable work and remove stale state with evidence. git cleanup maintenance Matthew Berman Growth SEO and GEO visibility loop Audit indexability, answer readiness, structured data, and query coverage, then fix the highest-impact gap and rerun the benchmark. seo geo growth Matthew Berman Release Stale-safe batch release loop Review pending changes, exclude stale or unfinished work, combine only valid changes, and release from current main. release pull-request ci Matthew Berman Customer support Support refund polling loop Poll a customer-support chat until an agent joins, then respond quickly with the goal and evidence. support polling browser Jason Liu Engineering Test-suite speed loop Make a test suite faster without losing coverage or behavior, proving each improvement with repeatable timing. tests performance ci Matthew Berman Evaluation Visual verification loop Compare the implemented UI against a screenshot or design, list differences, fix them, and repeat. ui screenshots qa Anthropic Create automation loop Form Markdown Title * Description optional Tags optional Loop instructions * I have the right to share this loop and understand it may be edited before publication. Create submission issue Submit opens a GitHub issue. A repository workflow turns the issue into a PR.