Operations Agentic Loops

165 loops for operations — ranked by real GitHub stars, refreshed continuously, never faked.

# Loop Stars
1 Respond To Discussion Features payloadcms/payload Find GitHub discussions resolved by recent releases and draft response comments to inform the community. 43k ★ 2 Backport Commit yugabyte/yugabyte-db Backport a commit to one or more YugabyteDB release branches 10k ★ 3 Release leanprover/lean4 Execute the release process for a given version by running the release checklist and following its instructions. 8.4k ★ 4 The customer AI deployment loop A supervised delivery workflow that advances one customer priority into a validated, gradually released AI system with monitoring… 2.2k ★ 5 The Living Story loop A recurring context-maintenance workflow that turns repository activity, goals, and prior open threads into a verified daily stor… 2.2k ★ 6 The Loop Hiring Manager A portfolio review that finds unowned recurring outcomes, reuses published loops when possible, and recommends one bounded manual… 2.2k ★ 7 The post-release baseline loop A triggered release workflow that runs standard benchmarks against the completed release and records a reproducible baseline for… 2.2k ★ 8 The production data cleanup loop A production-data quality workflow that removes disallowed records, improves classification logic, and verifies the remaining dat… 2.2k ★ 9 The Recovery Proof loop A disaster-recovery validation workflow that restores randomly selected real recovery points, verifies integrity and RPO/RTO, and… 2.2k ★ 10 The refund follow-up loop A persistent follow-up workflow that starts a refund claim, watches replies and deadlines, and keeps the case moving until the mo… 2.2k ★ 11 The restartable handoff loop A bounded AI-agent handoff workflow that records current state, evidence, risks, untouched scope, and exactly one safe next actio… 2.2k ★ 12 The stale-safe batch release loop A release-coordination workflow that excludes stale or unfinished work, combines valid changes, and ships complete artifacts from… 2.2k ★ 13 Push And Release nimbalyst/nimbalyst Git pull, resolve conflicts, push, fix hook errors, then release 1k ★ 14 Maestro Milestone Release catlog22/maestro-flow Bump version, generate changelog, tag milestone 428 ★ 15 Prototype syahiidkamil/Software-Engineer-AI-Agent-Atlas Brainstorm an idea into a clickable multi-screen React prototype — model the mind (Theory of Mind), interview to kill ambiguity,… 305 ★ 16 Orchestrate Saga kryptobaseddev/cleo Generate strict <3900-char goal-orchestrator prompt for a saga and lock via /goal 157 ★ 17 Gpt 5 Prompting Guide Reference appboypov/pew-pew-plaza-packs When this command is used, consult this reference documentation. 82 ★ 18 Lint Check Parallel-7/FlashForgeUI-Electron A comprehensive lint resolution workflow that analyzes, categorizes, and fixes all Biome lint errors using parallel code-cleaner… 68 ★ 19 2 Docs rysweet/amplihack DDD Phase 2 - Update all non-code files 67 ★ 20 Green Ci SocketDev/socket-sdk-js Watch a repo's CI run, fix failures, push, and confirm green. Modes — fast (ci.yml), release (build-server matrices), cool (confi… 53 ★ 21 Green Ci Local SocketDev/socket-sdk-js Drive a repo's CI to green LOCALLY with Agent-CI (Docker) — run a workflow in containers, fix the first paused failure, retry in… 53 ★ 22 Newftn awehttam/binkterm-php Use this skill to register a new FTN network in the database via a timestamped PHP migration. 34 ★ 23 Release Pr neinteractiveliterature/intercode Merge a PR and release it to production 29 ★ 24 Troubleshoot TechNickAI/claude_telemetry Autonomous production error resolution system 26 ★ 25 Align Zod Schema newjersey/navigator.business.nj.gov You are an iterative agent that aligns the Zod schema in api/src/db/zodSchema/zodSchemas.ts with the TypeScript interfaces define… 24 ★ 26 Execute All o2alexanderfedin/strategic-research-automation-template Execute all sprints in project with parallel orchestration 20 ★ 27 Game Idea XeldarAlz/helm You are an elite game designer and product analyst with 20+ years of experience in the gaming industry, specializing in Unity gam… 19 ★ 28 Release rjwalters/claude-monitor You are preparing a release of Claude Monitor. 14 ★ 29 Dev 1 Plan cibrandocampo/synology-photos-video-enhancer Plan a new feature — conceptual design, scope, and proposal 13 ★ 30 Lean4 Ic3 rupakm/leslie IC3/PDR-style inductive invariant inference — find CTIs, dispatch generalizer, grow a structure-based invariant until inductive 13 ★ 31 Audit Deployment 0xHoneyJar/agentic-base Launch the paranoid auditor to review deployment infrastructure and provide security feedback 12 ★ 32 Check Sylius Updates agence-adeliom/sylius-tailwindcss-theme Identifies ShopBundle templates that changed between two Sylius tags on GitHub, then applies the Tailwind CSS / daisyUI migration… 11 ★ 33 Plan skfarhad/stocksurferbd Plan work and update the spec. No code edits. Works with features, bugfixes, and refactors. 10 ★ 34 Cancel joaolozano-lendario/athena-os Parada de emergência do Ralph Loop 9 ★ 35 Progress joaolozano-lendario/athena-os Visualizar progresso da execução atual 9 ★ 36 Analyse avniproject/avni-product You are helping a product analyst create an initial analysis document for a feature request, gap, or user need in the Avni platfo… 8 ★ 37 Audit Suite matiaszanolli/Auralis Run a preset audit workflow (pre-release, audio-deep, security-deep, etc.) — executes a sequence of audits 8 ★ 38 Createorg monoes/monomind Define and save an autonomous agent organization — roles, hierarchy, and communication topology. Suggest or confirm roles, then p… 8 ★ 39 Audit Deployment 0xHoneyJar/loa-freeside | 7 ★ 40 Harden Types BerryKuipers/claude-code-toolkit Arguments: [path] [--dry-run] [--max-iterations=N] 7 ★ 41 Release materialgram/materialgram Prepare changelog, set version, and commit a new release 7 ★ 42 Simstim 0xHoneyJar/loa-freeside Orchestrate the complete Loa development cycle with integrated Flatline Protocol reviews at each stage. Human drives planning pha… 7 ★ 43 Troubleshoot TechNickAI/heart-centered-prompts Autonomous production error resolution system 6 ★ 44 Validate NellWatson/MillOS Run the full validation suite as required by the Geoffrey Pattern workflow. 6 ★ 45 Becky Migrate evanpaul90/becky Run a large mechanical migration — discover every site, transform each in isolation, verify each, loop until all done. 4 ★ 46 Release Prep sregan1/SharePoint-Smart-Org-Chart You are preparing the Smart Org Chart SPFx web part for a public release. Work through each step below in order. Stop and report… 4 ★ 47 Restart Oro mraakashshah/oro Nuke all oro processes, clean stale state, rebuild, relaunch, then continuously monitor the swarm — catching errors, tracking tas… 4 ★ 48 Autopilot BeanSparrow/Iris Usage: /iris:autopilot <PRD> - Autonomous development from PRD to completion 3 ★ 49 Continue Harness ponybunny-ai/ponybunny Aggressively continue PonyBunny's harness-first migration using explicit subagent invocation, minimal interruption, and maximum b… 3 ★ 50 Execute svallory/mintlify-tsdocs Execute Task Master tasks from a completed epic to implement the planned features. 3 ★ 51 Init lesandiz/agentic-loops You are initializing a new feature for the Ralph agentic development framework. 3 ★ 52 Migrate To Multi Agent mmjclayton/agent-sop One-time migration — extract legacy CLAUDE.md Recent Work + agent-memory.md Decisions + Gotchas into per-entry directory files. I… 3 ★ 53 Finish Issue unibrain1/elanregistry Monitor CI, squash-merge an issue PR into the milestone branch, and close the issue 2 ★ 54 New Issue jdschleicher/bashcuts Product discovery for a new GitHub issue — interviews the user to clarify scope, explores codebase impact, proposes a structured… 2 ★ 55 Prd hhx465453939/local_Squidiff Generate a Product Requirements Document (PRD) for a new feature 2 ★ 56 Release yuens1002/artisan-roast Git release workflow for creating patches and releases with proper versioning 2 ★ 57 Ship caikdev/OpenLattice Build, fix errors, commit, create PR, and merge — one-shot ship to main 2 ★ 58 Ship It cheesejaguar/tzelem Commit, push current branch, open PR into staging with gh, then watch CI and iterate until green 2 ★ 59 Design To Code cliveportman/way-of-the-goat Design-to-code pipeline for: $ARGUMENTS 1 ★ 60 Dev 1 Plan cibrandocampo/nudge Plan a new feature — conceptual design, scope, and proposal 1 ★ 61 Enhance 0xdevabir/agent-enhance Your job is to rewrite the following messy/vague prompt into a structured, detailed, production-quality prompt that will get dram… 1 ★ 62 Explore sylin-org/zen-garden Before implementing anything for this task, complete the following steps in order. Do not write any production code until all ste… 1 ★ 63 Goal Pr dyoshikawa/webseek >- 1 ★ 64 Install odashi/webapp-template Interactive wizard to deploy this webapp template to GCP with separate dev and prod projects and CI/CD 1 ★ 65 Kraken LISSConsulting/LISSTech.DrainCtl Release the Kraken! Execute the full release protocol for LISSTech DrainCtl. 1 ★ 66 Merge Renovate pheew/dotfiles Triage, prepare, and merge open Renovate dependency PRs 1 ★ 67 Migrate Harshini1331/bloom-career-journey If no name was provided after /migrate: - Stop and print: "Usage: /migrate <name Example: /migrate add_hindi_language Nam… 1 ★ 68 Pipeline kevinward1969/cafe-athena Runs a recipe or folio through the full publishing pipeline — register, clarity audit, image prompt, format audit, keyword/catego… 1 ★ 69 Plan Milestone osama1998H/Moca You are acting as a senior technical architect, technical product manager, and implementation planner. 1 ★ 70 Pongogo Perform Rca shellen/pullread Start RCA wizard on demand 1 ★ 71 Push JeremyProffitt/film-dryer Execute the following workflow to commit, push, and validate the release. 1 ★ 72 Ralph Loop vjrivmon/Osyris-Web Inicia o gestiona un Ralph Wiggum Loop - sistema de verificación iterativa automática que ejecuta build, tests y Playwright hasta… 1 ★ 73 Review Loop kostiantyn-matsebora/deployment-dashboard Review-loop activity of .claude/team-process/process.md. Pool reviewers per competency (size ∝ effort), drain per-competency file… 1 ★ 74 Santa Loop zero3041/PREP Adversarial dual-review convergence loop — two independent model reviewers must both approve before code ships. 1 ★ 75 Speckit.Run colin-prologue/Claude-Root Run a contiguous speckit pipeline sequence with BLOCKING checkpoints at every gate 1 ★ 76 When hadrianbelove-stack/nrw-production Binary time search — find when something first appeared online (VOD date, article, URL) using Wayback Machine 1 ★ 77 Write Plan shubhodeep1/coding-workflows Take a software task described in $ARGUMENTS, clarify every ambiguity with the user via CLAUDE.md §2-style Q1/Q2 multiple-choice… 1 ★ 78 /thermoextract - AI-Powered Thermochronology Data Extraction KeithDimech1/Thermo-App Purpose: Extract thermochronology data from research papers using pdfplumber + AI analysis, validate against Kohn et al. (2024) s… 79 2 Docs rbarfinezhadfeli0/amplifier-cli-agent-orchestrator DDD Phase 2 - Update all non-code files (project:ddd) 80 Audit Deployment 0xHoneyJar/rm-lurker | 81 Begin igorbekker/byt-website Read CLAUDE.md, tasks/todo.md, and tasks/lessons.md in full. Then confirm all steps of the session start protocol: 82 Br Plan Franlao/bmad-ralph-skill BMAD Planning Phase — Generate PRD from discovery findings 83 Br Rollback Franlao/bmad-ralph-skill Rollback a sprint or story — git revert + state update, safe and traceable 84 Briefing harche/scrum Get up to speed on a Jira issue — full details, recent activity, linked PRs, and related issues. 85 Bug Triage harche/scrum Run a bug triage session across all Node components. 86 Chain Validated mcornelison/OBD2 Chain-validated ritual for Marcus (PM) -- merges dev -> main once the V0.X chain is whole-green IRL. Aggregates per-sprint valida… 87 Check All Plabrum/arive Run all pre-release checks (backend lint, frontend lint, frontend build) and iteratively fix any issues found. 88 Codebase Health robit-man/Zoomer Scan source code and report agent-readiness metrics with actionable recommendations 89 Codex Review arkrost/dotfiles Review code changes 90 Create Bug i4RP/bitcoinpay-mobile Create a GitHub issue for MetaMask Mobile using the official bug report template. 91 Database SRock44/fivem-agents You are the Database specialist for FiveM resources. Your domain is everything touching persistent storage — schema design, query… 92 Dependencies asermax/kakitori Build the dependency matrix for features 93 Deploy andrewbenmiller/glue-factory-radio Build, commit, and push to main so Vercel (frontend) and Railway (backend) auto-deploy. 94 Deploy dhruvparmar372/browser-blur Deploy the project to production by building, fixing issues, and pushing to main. 95 Deploy kittechsix-blip/mymedkitt Compile TypeScript, sync caches, push to GitHub Pages, and sync Supabase. 96 Deploy madrone77/reelcaster-frontend Deploy the current branch to production. Follow these steps exactly in order. The target repo is madrone77/reelcaster-frontend. D… 97 Deploy Fix Loop DYAI2025/Bazodiac_Full_API Fix failing deployments iteratively — read error logs, fix code, push, verify. Repeat until green. 98 Design satish860/rlm You are generating the technical design for the current specification. This is Phase 2 of Spec-Driven Development. 99 Drc Fix LayerDynamics/KiClaude Read the current DRC output, pick the highest-severity issue, propose a single fix (move a footprint, reroute a track, drop a via… 100 Evolve munam-tariq/cover Self-evolving feature loop — researches, designs, builds, reviews, and iterates autonomously until production-ready YC-quality

Showing the top 100 of 165 — browse and filter all agentic loops.

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Frequently asked questions

What are the best operations loops for coding agents?

Ranked by GitHub stars, the current top operations loops are: Respond To Discussion Features (43k ★), Backport Commit (10k ★), Release (8.4k ★), The customer AI deployment loop (2.2k ★), The Living Story loop (2.2k ★).

How do I install a operations loop?

Loops are workflow patterns, not packages: open the loop's page, copy its prompt or setup, and run it with your agent. Each page includes the full loop definition and source.

How many operations loops are listed here?

165 operations loops are currently tracked, with metrics (stars, downloads, last-update dates) sourced from GitHub and package registries and refreshed continuously.

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