awesome-loops / automation
Automation loops
Reusable agent workflows you can open in Claude, add to Cursor, or launch with Codex. Every submission is a Markdown automation reviewed through GitHub.
Claude
Cursor
CodexAdversarial review loop
Use a fresh context to review a diff against the original requirements, then fix only correctness gaps.
Chief of staff inbox triage
Recurring inbox and Slack scan that identifies unanswered work, researches context, and drafts replies without sending.
Explore, plan, code, PR loop
Separate codebase exploration from implementation, then verify the change and open a reviewable PR.
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.
Feedback to render loop
Monitor a feedback thread, revise the artifact when comments arrive, re-render, and post the new version for review.
Full product evaluation loop
Define realistic scenarios for every major capability, fix failures, and rerun the whole evaluation set.
Goal with test-suite oracle
Give a long-running agent migration a hard finish line by requiring it to satisfy an existing test suite.
Memory diff workstream loop
Keep a long-running workstream grounded by writing decisions and open loops to disk, then reviewing the diff.
Nightly changelog loop
Review the day's changes and update the changelog with user-visible updates or a recorded no-change result.
Overnight docs sweep
Review recent code changes, update stale documentation, and open a focused PR before the next workday.
Post-release baseline loop
After a release lands, rerun standard benchmarks and store the new baseline with environment details.
Production data cleanup loop
Audit records against an allowed definition, clean invalid data, improve classification, and prove the retained data is valid.
Production error sweep
Scan production logs, fix actionable root causes, verify the fix, and send a concise status update.
Quality streak loop
Run realistic cases until N pass in a row, restarting the streak whenever a failure is found and fixed.
Repository cleanup loop
Inspect branches, worktrees, commits, and PRs; recover valuable work and remove stale state with evidence.
SEO and GEO visibility loop
Audit indexability, answer readiness, structured data, and query coverage, then fix the highest-impact gap and rerun the benchmark.
Stale-safe batch release loop
Review pending changes, exclude stale or unfinished work, combine only valid changes, and release from current main.
Support refund polling loop
Poll a customer-support chat until an agent joins, then respond quickly with the goal and evidence.
Test-suite speed loop
Make a test suite faster without losing coverage or behavior, proving each improvement with repeatable timing.
Visual verification loop
Compare the implemented UI against a screenshot or design, list differences, fix them, and repeat.
Contribute
Create an automation loop
Send the prompt or instructions you actually use. The form creates a Markdown file in `_loops/` for the automation collection.