Content Agentic Loops
495 loops for content — ranked by real GitHub stars, refreshed continuously, never faked.
# Loop Stars
1 
Apply PBH-BTN/PeerBanHelper Implement tasks from an OpenSpec change (Experimental) 6.1k ★ 2 Ff PBH-BTN/PeerBanHelper Create a change and generate all artifacts needed for implementation in one go 6.1k ★ 3 
Analyst entireio/cli Requirements analyst agent - gathers, clarifies, and documents requirements 4.6k ★ 4 The LaTeX document creation loop A strict AI document workflow for creating a seven-section LaTeX preprint with native figures, traceable claims, repeated compila… 2.2k ★ 5 The one-post-a-week loop A six-week content experiment that changes one element per post, measures replies, saves, and questions, and stops with a winner… 2.2k ★ 6 The pre-publish source-check loop A bounded editorial verification loop that inventories checkable claims, checks primary sources, repairs high-risk mismatches, an… 2.2k ★ 7 The product update podcast loop A scheduled editorial workflow that turns meaningful public product changes into a short, source-grounded podcast episode. 2.2k ★ 8 The research-to-artifact loop A bounded research workflow that follows the most important evidence gaps until a memo, brief, specification, recommendation, or… 2.2k ★ 9 The SEO/GEO visibility loop A repeatable search visibility workflow that fixes the highest-impact crawl, indexation, page-intent, citation, and answer-readin… 2.2k ★ 10 The talk-to-five-buyers loop A bounded customer-research workflow that interviews recent buyers in batches, tracks recurring objections, and proposes evidence… 2.2k ★ 11 
Episode Prep ai-that-works/ai-that-works prepare an episode 1.8k ★ 12 
Design Shell buildermethods/design-os You are helping the user design the application shell — the persistent navigation and layout that wraps all sections. This is a s… 1.8k ★ 13 
Scene Review digitalsamba/claude-code-video-toolkit Scene-by-scene review in Remotion Studio (before voiceover) 1.6k ★ 14 
Wfgy Bbmc qdhenry/Claude-Command-Suite Apply the BBMC (BigBig Minimization Coupling) formula to minimize semantic residue and improve reasoning accuracy. 1.3k ★ 15 
Mockup nimbalyst/nimbalyst Create a visual UX mockup for a requested feature or screen. 1k ★ 16 
Plan Phase torlando-tech/columba Create detailed execution plan for a phase (PLAN.md) with verification loop 905 ★ 17 
Learn Second Opinion catlog22/maestro-flow Get alternative perspectives — review, challenge, or consult 428 ★ 18 
Harness quantumaikr/quant.cpp Launch the hierarchical harness (Karpathy loop + ClawTeam parallel agents) 395 ★ 19 
Wireframe syahiidkamil/Software-Engineer-AI-Agent-Atlas Quickly sketch a standalone low-fidelity wireframe as self-contained HTML — gray boxes, dashed borders, no framework. Lighter tha… 305 ★ 20 
Cook mrgoonie/human-mcp Implement a feature 289 ★ 21 
Ff LIDR-academy/AI4Devs-LTI-extended Create a change and generate all artifacts needed for implementation in one go 264 ★ 22 
Mockup dvschultz/dataset-tools Create a visual UX mockup for: {{arg1}} 261 ★ 23 
SKILL malpern/VoxClaw Create a new App Store Connect app record via browser automation. Use when there is no public API for app creation and you need a… 206 ★ 24 
Create Issue openameba/spindle Create an issue in Linear or GitHub 193 ★ 25 
Craft Task jmcentire/pact You are helping the user craft an optimal task specification for Pact, the contract-first multi-agent software engineering framew… 160 ★ 26 
Opsx Ff HL7/sql-on-fhir Create a change and generate all artifacts needed for implementation in one go 141 ★ 27 
Propose CodandoTV/CraftD Propose a new change - create it and generate all artifacts in one step 79 ★ 28 
Auto rysweet/amplihack Autonomous multi-turn agentic loop for complex implementations 67 ★ 29 
Iterate Infini-AI-Lab/vortex_torch Run the long-horizon iterate loop autonomously — design 4 variants, pre-flight, RULER filter, launch AIME24, wait, analyse, repea… 63 ★ 30 
Apply portsentry/portsentry Implement tasks from an OpenSpec change (Experimental) 61 ★ 31 Ff portsentry/portsentry Create a change and generate all artifacts needed for implementation in one go 61 ★ 32 Propose portsentry/portsentry Propose a new change - create it and generate all artifacts in one step 61 ★ 33 
Review Hwiyeon/claude-sisyphus-grad Runs the multi-agent review pipeline independently on experiment results.
Can be used standalone outside the /train loop; perform… 59 ★ 34 
Workflow raphaeltm/simple-agent-manager Orchestrate multi-step workflows with foreground polling to prevent session timeouts 49 ★ 35 
3 Design matanshavit/qrspi Design discussion — align on where we are going before planning how 47 ★ 36 
Plan Phase ZaneL1u/cloud-cli-proxy Create detailed phase plan (PLAN.md) with verification loop 47 ★ 37 
Swagger Schema souslesens/souslesensVocables Write/upgrade Swagger apiDoc schemas for routes in api/v1/paths 45 ★ 38 
Boris llcoolblaze/claude-boris Invoke Boris, the master orchestrator, to handle any development task end-to-end. Boris will plan, coordinate specialists, verify… 44 ★ 39 
Plan Phase drmikecrowe/mbfcext Create detailed phase plan (PLAN.md) with verification loop 44 ★ 40 
Court Review gonzalezpazmonica/pm-workspace Convene the Code Review Court to evaluate implementation quality across 6 judges 42 ★ 41 
Gitflow gabuldev/auto-edit-video Garante que commits nunca vão direto para a main. Todo trabalho deve ser feito em branches com PRs. 42 ★ 42 
Action Preview Templates pulumi/registry Preview formats and confirmation flows for PR actions 39 ★ 43 
Checkpoint rjmurillo/ai-agents Write a timestamped mid-session checkpoint snapshot of decisions, progress, and next actions to .agents/checkpoints/, then link i… 37 ★ 44 
Manager AbianS/prisma-generate-uml Interactive command center for managing multiple phases from one terminal 34 ★ 45 Plan Phase AbianS/prisma-generate-uml Create detailed phase plan (PLAN.md) with verification loop 34 ★ 46 
Lets Commit bukzor/dotfiles let's commit the good work we've done. 33 ★ 47 
Spec Requirements TrueCrimeDev/ClautoHotkey Generate or update requirements document for an existing spec. 33 ★ 48 
Ralph Loop kumaran-is/claude-code-onboarding Start a Ralph Wiggum autonomous iteration loop. Claude works on the task, and when it tries to exit, the stop hook feeds the same… 31 ★ 49 
Create Plan Lullabot/playwright-drupal Create a comprehensive plan to accomplish the request from the user. 30 ★ 50 
Add Shadcn Component paranext/paranext-core This command adds a single new shadcn/ui component to lib/platform-bible-react/src/components/shadcn-ui/ as a clean baseline, the… 27 ★ 51 
Presentation jleechanorg/claude-commands /presentation 27 ★ 52 Upgrade Shadcn paranext/paranext-core This command upgrades all shadcn/ui components in lib/platform-bible-react/src/components/shadcn-ui/ to the latest version define… 27 ★ 53 
Add kennyjpowers/claude-flow Quickly capture feedback items for a feature 26 ★ 54 
Discuss the-agency-ai/the-agency Structured 1B1 (one-by-one) discussion — resolve each item before moving to the next 26 ★ 55 
X Commit rust-util-collections/vsdb You are performing a self-reviewing commit: review all uncommitted changes, fix every issue found, format, and commit. 26 ★ 56 X Fix rust-util-collections/vsdb You are resolving every open finding in docs/audit.md, then self-reviewing and committing the result. 26 ★ 57 X Overhaul rust-util-collections/vsdb You are performing a full codebase audit: review ALL source files (not just uncommitted changes), fix every finding, and commit. 26 ★ 58 
Assemble villetakanen/asdlc-io Dev-Critic loop: implement, review, fix — repeat until clean 23 ★ 59 
Repurpose ThibautBaissac/kb-physics Repurpose the KB for a different topic — cleans content, rewrites schema, updates tooling and viz 23 ★ 60 
Archive gmeligio/flutter-docker-image Archive a completed change in the experimental workflow 22 ★ 61 
Ff opencue/gitguardex Create a change and generate all artifacts needed for implementation in one go 22 ★ 62 
Ralph Loop Setup paulrobello/par-term I want to use the ralph loop tool for $ARGUMENTS 17 ★ 63 
Fusion Update ActualLab/Fusion.Samples Update Fusion to the latest version from local artifacts 16 ★ 64 
Read Docs vybe/sparky Load all project documentation into context for this session. 15 ★ 65 
Show Off DangQuangSE/team-development-skills Generate impressive multi-section HTML presentations with parallax, theme toggle, bilingual VI/EN — then auto-capture as 16:9, 9:… 14 ★ 66 
Plan Phase tumma72/mlx-manager Create detailed execution plan for a phase (PLAN.md) with verification loop 13 ★ 67 
Spec Pipeline daonhan/Microservices-in-.NET Drive grill -> PRD -> plan -> [issues] in one chain. Disk-backed, resumable, context-isolated. 13 ★ 68 
Bonfire aidanmorgan/token-bonfire Launch the parallel implementation team lead to execute a plan file. 12 ★ 69 
K Ralph ahostbr/kuroryuu-public Configure as Ralph leader for autonomous task orchestration 12 ★ 70 
Plan Phase vamseeachanta/workspace-hub Create detailed phase plan (PLAN.md) with verification loop 12 ★ 71 
Prd petbrains/mvp-builder Generate MVP PRD. 12 ★ 72 
Apply r0man/beads.el Convert an approved OpenSpec change into beads epics and sub-issues. 11 ★ 73 
Interview MetalLegBob/drfraudsworth Deep interview mapping all changes and cascading effects 11 ★ 74 
Ant Plan calcosmic/Aether <!-- Generated from .aether/commands/plan.yaml - DO NOT EDIT DIRECTLY --
---
name: ant-plan
description: "📋 Generate a depth-sco… 10 ★ 75 
Discord Implement darkharasho/axibridge Read a Discord thread and implement the feature described in it 10 ★ 76 
Brainstorm sylvanding/omelette Explore requirements and approaches through collaborative dialogue before planning implementation 9 ★ 77 
Bridge Monitor victorzhong0110/skill-evolution You are a bridge monitor for the skill-evolution framework. Your job is to process LLM completion requests that the Python framew… 9 ★ 78 
Decomp JeanxPereira/CrystalOSD Full decomp workflow — decompile a function from OSDSYS, match it on decomp.me, and reconstruct in C. 9 ★ 79 Decomp Loop JeanxPereira/CrystalOSD Agent-driven decomp loop. Match a single OSDSYS function to byte-perfect C using the objdiff golden path. Fully offline — no API… 9 ★ 80 
Gsd Manager y4nder/leettui Interactive command center for managing multiple phases from one terminal 9 ★ 81 
Mc Mutate ayoubben18/micro-claude You are helping the user extend, modify, or fix an existing plan and PRD. This is an interactive loop that continues until the us… 9 ★ 82 
Oneshot vgijssel/setup Implement a prompt in a new branch with automated PR creation and CI monitoring 9 ★ 83 
Seo Daily viren040/content-seo-orchestrator You are the daily orchestrator for the Content SEO pipeline. Your job is to keep the daily SEO workflow under 15-20 minutes. 9 ★ 84 Triage sylvanding/omelette Triage and categorize findings for the CLI todo system 9 ★ 85 
Auto Commit nomoory/brain-in-a-vat Auto-classify all unstaged changes by topic and create multiple commits, one per group. 8 ★ 86 
Run Item lhpaul/ai-dev-framework-template Primary bounded command: advance exactly one non-epic workflow item with shared prelude before Protocol 91. Usage: /run-item <tar… 8 ★ 87 
Arcsop Init midnightntwrk/passport Stand up docs/arc42.md by iterating with the user through promises → invariants → components → arc42 §1–§3. Writes or updates PRO… 7 ★ 88 
Discovery Mode Command kvnloo/evolve Execute autonomous scientific discovery using parallel multi-agent coordination inspired by Sakana AI's "The AI Scientist" system. 7 ★ 89 
Opsx Ff Piaoxuemoli/ImmerseAI Create a change and generate all artifacts needed for implementation in one go 7 ★ 90 
Plan Phase JHamidun/claude-code-config-pack Create detailed phase plan (PLAN.md) with verification loop 7 ★ 91 
Design Regimen frankxai/Starlight-Intelligence-System Design an integrated weekly regimen — training, nutrition, sleep, stress, recovery — matched to the person's actual life. Compose… 6 ★ 92 
Fast lucaspressi/claudekit-engineer ⚡⚡⚡ Quickly bootstrap a new project automatically 6 ★ 93 Hire Calibrate frankxai/Starlight-Intelligence-System Run the pre-loop calibration session — 60 minutes with ≥3 raters, review the rubric, score 2 anchor candidates the team has previ… 6 ★ 94 
Ralph Tui Prd madihg/oulipo Generate a Product Requirements Document (PRD) for ralph-tui task orchestration. Creates PRDs with user stories that can be conve… 6 ★ 95 
Setup david-vrba/DukOS First-time setup and onboarding for DukOS — checks your tools, configures .env, helps pick a template, previews cost, and walks y… 6 ★ 96 
Shape Spec robinbortlik/tempo You are helping me brainstorm, explore, and shape a new feature idea. This is an iterative discovery process - we will explore th… 6 ★ 97 
Checkemail coreyepstein/advanced-gmail-mcp Quick inbox cleanup — archive junk, then triage what matters one at a time 5 ★ 98 
Create Doc hollandkevint/thinkhaven When this command is used, execute the following task: 5 ★ 99 
Rad Design seanrreid/RAD_framework > 5 ★ 100 
Ralph Redesign alikatgh/benchmarkwatcher 1. Read docs/RALPH_TASK_TEMPLATE.md.
2. Take screenshot at 375px (mobile-first) AND 1280px.
3. Apply docs/SCREENSHOT_RUBRIC.md:… 5 ★
Apply PBH-BTN/PeerBanHelper Implement tasks from an OpenSpec change (Experimental) 6.1k ★ 2 Ff PBH-BTN/PeerBanHelper Create a change and generate all artifacts needed for implementation in one go 6.1k ★ 3 Analyst entireio/cli Requirements analyst agent - gathers, clarifies, and documents requirements 4.6k ★ 4 The LaTeX document creation loop A strict AI document workflow for creating a seven-section LaTeX preprint with native figures, traceable claims, repeated compila… 2.2k ★ 5 The one-post-a-week loop A six-week content experiment that changes one element per post, measures replies, saves, and questions, and stops with a winner… 2.2k ★ 6 The pre-publish source-check loop A bounded editorial verification loop that inventories checkable claims, checks primary sources, repairs high-risk mismatches, an… 2.2k ★ 7 The product update podcast loop A scheduled editorial workflow that turns meaningful public product changes into a short, source-grounded podcast episode. 2.2k ★ 8 The research-to-artifact loop A bounded research workflow that follows the most important evidence gaps until a memo, brief, specification, recommendation, or… 2.2k ★ 9 The SEO/GEO visibility loop A repeatable search visibility workflow that fixes the highest-impact crawl, indexation, page-intent, citation, and answer-readin… 2.2k ★ 10 The talk-to-five-buyers loop A bounded customer-research workflow that interviews recent buyers in batches, tracks recurring objections, and proposes evidence… 2.2k ★ 11 Episode Prep ai-that-works/ai-that-works prepare an episode 1.8k ★ 12 Design Shell buildermethods/design-os You are helping the user design the application shell — the persistent navigation and layout that wraps all sections. This is a s… 1.8k ★ 13 Scene Review digitalsamba/claude-code-video-toolkit Scene-by-scene review in Remotion Studio (before voiceover) 1.6k ★ 14 Wfgy Bbmc qdhenry/Claude-Command-Suite Apply the BBMC (BigBig Minimization Coupling) formula to minimize semantic residue and improve reasoning accuracy. 1.3k ★ 15 Mockup nimbalyst/nimbalyst Create a visual UX mockup for a requested feature or screen. 1k ★ 16 Plan Phase torlando-tech/columba Create detailed execution plan for a phase (PLAN.md) with verification loop 905 ★ 17 Learn Second Opinion catlog22/maestro-flow Get alternative perspectives — review, challenge, or consult 428 ★ 18 Harness quantumaikr/quant.cpp Launch the hierarchical harness (Karpathy loop + ClawTeam parallel agents) 395 ★ 19 Wireframe syahiidkamil/Software-Engineer-AI-Agent-Atlas Quickly sketch a standalone low-fidelity wireframe as self-contained HTML — gray boxes, dashed borders, no framework. Lighter tha… 305 ★ 20 Cook mrgoonie/human-mcp Implement a feature 289 ★ 21 Ff LIDR-academy/AI4Devs-LTI-extended Create a change and generate all artifacts needed for implementation in one go 264 ★ 22 Mockup dvschultz/dataset-tools Create a visual UX mockup for: {{arg1}} 261 ★ 23 SKILL malpern/VoxClaw Create a new App Store Connect app record via browser automation. Use when there is no public API for app creation and you need a… 206 ★ 24 Create Issue openameba/spindle Create an issue in Linear or GitHub 193 ★ 25 Craft Task jmcentire/pact You are helping the user craft an optimal task specification for Pact, the contract-first multi-agent software engineering framew… 160 ★ 26 Opsx Ff HL7/sql-on-fhir Create a change and generate all artifacts needed for implementation in one go 141 ★ 27 Propose CodandoTV/CraftD Propose a new change - create it and generate all artifacts in one step 79 ★ 28 Auto rysweet/amplihack Autonomous multi-turn agentic loop for complex implementations 67 ★ 29 Iterate Infini-AI-Lab/vortex_torch Run the long-horizon iterate loop autonomously — design 4 variants, pre-flight, RULER filter, launch AIME24, wait, analyse, repea… 63 ★ 30 Apply portsentry/portsentry Implement tasks from an OpenSpec change (Experimental) 61 ★ 31 Ff portsentry/portsentry Create a change and generate all artifacts needed for implementation in one go 61 ★ 32 Propose portsentry/portsentry Propose a new change - create it and generate all artifacts in one step 61 ★ 33 Review Hwiyeon/claude-sisyphus-grad Runs the multi-agent review pipeline independently on experiment results.
Can be used standalone outside the /train loop; perform… 59 ★ 34 Workflow raphaeltm/simple-agent-manager Orchestrate multi-step workflows with foreground polling to prevent session timeouts 49 ★ 35 3 Design matanshavit/qrspi Design discussion — align on where we are going before planning how 47 ★ 36 Plan Phase ZaneL1u/cloud-cli-proxy Create detailed phase plan (PLAN.md) with verification loop 47 ★ 37 Swagger Schema souslesens/souslesensVocables Write/upgrade Swagger apiDoc schemas for routes in api/v1/paths 45 ★ 38 Boris llcoolblaze/claude-boris Invoke Boris, the master orchestrator, to handle any development task end-to-end. Boris will plan, coordinate specialists, verify… 44 ★ 39 Plan Phase drmikecrowe/mbfcext Create detailed phase plan (PLAN.md) with verification loop 44 ★ 40 Court Review gonzalezpazmonica/pm-workspace Convene the Code Review Court to evaluate implementation quality across 6 judges 42 ★ 41 Gitflow gabuldev/auto-edit-video Garante que commits nunca vão direto para a main. Todo trabalho deve ser feito em branches com PRs. 42 ★ 42 Action Preview Templates pulumi/registry Preview formats and confirmation flows for PR actions 39 ★ 43 Checkpoint rjmurillo/ai-agents Write a timestamped mid-session checkpoint snapshot of decisions, progress, and next actions to .agents/checkpoints/, then link i… 37 ★ 44 Manager AbianS/prisma-generate-uml Interactive command center for managing multiple phases from one terminal 34 ★ 45 Plan Phase AbianS/prisma-generate-uml Create detailed phase plan (PLAN.md) with verification loop 34 ★ 46 Lets Commit bukzor/dotfiles let's commit the good work we've done. 33 ★ 47 Spec Requirements TrueCrimeDev/ClautoHotkey Generate or update requirements document for an existing spec. 33 ★ 48 Ralph Loop kumaran-is/claude-code-onboarding Start a Ralph Wiggum autonomous iteration loop. Claude works on the task, and when it tries to exit, the stop hook feeds the same… 31 ★ 49 Create Plan Lullabot/playwright-drupal Create a comprehensive plan to accomplish the request from the user. 30 ★ 50 Add Shadcn Component paranext/paranext-core This command adds a single new shadcn/ui component to lib/platform-bible-react/src/components/shadcn-ui/ as a clean baseline, the… 27 ★ 51 Presentation jleechanorg/claude-commands /presentation 27 ★ 52 Upgrade Shadcn paranext/paranext-core This command upgrades all shadcn/ui components in lib/platform-bible-react/src/components/shadcn-ui/ to the latest version define… 27 ★ 53 Add kennyjpowers/claude-flow Quickly capture feedback items for a feature 26 ★ 54 Discuss the-agency-ai/the-agency Structured 1B1 (one-by-one) discussion — resolve each item before moving to the next 26 ★ 55 X Commit rust-util-collections/vsdb You are performing a self-reviewing commit: review all uncommitted changes, fix every issue found, format, and commit. 26 ★ 56 X Fix rust-util-collections/vsdb You are resolving every open finding in docs/audit.md, then self-reviewing and committing the result. 26 ★ 57 X Overhaul rust-util-collections/vsdb You are performing a full codebase audit: review ALL source files (not just uncommitted changes), fix every finding, and commit. 26 ★ 58 Assemble villetakanen/asdlc-io Dev-Critic loop: implement, review, fix — repeat until clean 23 ★ 59 Repurpose ThibautBaissac/kb-physics Repurpose the KB for a different topic — cleans content, rewrites schema, updates tooling and viz 23 ★ 60 Archive gmeligio/flutter-docker-image Archive a completed change in the experimental workflow 22 ★ 61 Ff opencue/gitguardex Create a change and generate all artifacts needed for implementation in one go 22 ★ 62 Ralph Loop Setup paulrobello/par-term I want to use the ralph loop tool for $ARGUMENTS 17 ★ 63 Fusion Update ActualLab/Fusion.Samples Update Fusion to the latest version from local artifacts 16 ★ 64 Read Docs vybe/sparky Load all project documentation into context for this session. 15 ★ 65 Show Off DangQuangSE/team-development-skills Generate impressive multi-section HTML presentations with parallax, theme toggle, bilingual VI/EN — then auto-capture as 16:9, 9:… 14 ★ 66 Plan Phase tumma72/mlx-manager Create detailed execution plan for a phase (PLAN.md) with verification loop 13 ★ 67 Spec Pipeline daonhan/Microservices-in-.NET Drive grill -> PRD -> plan -> [issues] in one chain. Disk-backed, resumable, context-isolated. 13 ★ 68 Bonfire aidanmorgan/token-bonfire Launch the parallel implementation team lead to execute a plan file. 12 ★ 69 K Ralph ahostbr/kuroryuu-public Configure as Ralph leader for autonomous task orchestration 12 ★ 70 Plan Phase vamseeachanta/workspace-hub Create detailed phase plan (PLAN.md) with verification loop 12 ★ 71 Prd petbrains/mvp-builder Generate MVP PRD. 12 ★ 72 Apply r0man/beads.el Convert an approved OpenSpec change into beads epics and sub-issues. 11 ★ 73 Interview MetalLegBob/drfraudsworth Deep interview mapping all changes and cascading effects 11 ★ 74 Ant Plan calcosmic/Aether <!-- Generated from .aether/commands/plan.yaml - DO NOT EDIT DIRECTLY --
---
name: ant-plan
description: "📋 Generate a depth-sco… 10 ★ 75 Discord Implement darkharasho/axibridge Read a Discord thread and implement the feature described in it 10 ★ 76 Brainstorm sylvanding/omelette Explore requirements and approaches through collaborative dialogue before planning implementation 9 ★ 77 Bridge Monitor victorzhong0110/skill-evolution You are a bridge monitor for the skill-evolution framework. Your job is to process LLM completion requests that the Python framew… 9 ★ 78 Decomp JeanxPereira/CrystalOSD Full decomp workflow — decompile a function from OSDSYS, match it on decomp.me, and reconstruct in C. 9 ★ 79 Decomp Loop JeanxPereira/CrystalOSD Agent-driven decomp loop. Match a single OSDSYS function to byte-perfect C using the objdiff golden path. Fully offline — no API… 9 ★ 80 Gsd Manager y4nder/leettui Interactive command center for managing multiple phases from one terminal 9 ★ 81 Mc Mutate ayoubben18/micro-claude You are helping the user extend, modify, or fix an existing plan and PRD. This is an interactive loop that continues until the us… 9 ★ 82 Oneshot vgijssel/setup Implement a prompt in a new branch with automated PR creation and CI monitoring 9 ★ 83 Seo Daily viren040/content-seo-orchestrator You are the daily orchestrator for the Content SEO pipeline. Your job is to keep the daily SEO workflow under 15-20 minutes. 9 ★ 84 Triage sylvanding/omelette Triage and categorize findings for the CLI todo system 9 ★ 85 Auto Commit nomoory/brain-in-a-vat Auto-classify all unstaged changes by topic and create multiple commits, one per group. 8 ★ 86 Run Item lhpaul/ai-dev-framework-template Primary bounded command: advance exactly one non-epic workflow item with shared prelude before Protocol 91. Usage: /run-item <tar… 8 ★ 87 Arcsop Init midnightntwrk/passport Stand up docs/arc42.md by iterating with the user through promises → invariants → components → arc42 §1–§3. Writes or updates PRO… 7 ★ 88 Discovery Mode Command kvnloo/evolve Execute autonomous scientific discovery using parallel multi-agent coordination inspired by Sakana AI's "The AI Scientist" system. 7 ★ 89 Opsx Ff Piaoxuemoli/ImmerseAI Create a change and generate all artifacts needed for implementation in one go 7 ★ 90 Plan Phase JHamidun/claude-code-config-pack Create detailed phase plan (PLAN.md) with verification loop 7 ★ 91 Design Regimen frankxai/Starlight-Intelligence-System Design an integrated weekly regimen — training, nutrition, sleep, stress, recovery — matched to the person's actual life. Compose… 6 ★ 92 Fast lucaspressi/claudekit-engineer ⚡⚡⚡ Quickly bootstrap a new project automatically 6 ★ 93 Hire Calibrate frankxai/Starlight-Intelligence-System Run the pre-loop calibration session — 60 minutes with ≥3 raters, review the rubric, score 2 anchor candidates the team has previ… 6 ★ 94 Ralph Tui Prd madihg/oulipo Generate a Product Requirements Document (PRD) for ralph-tui task orchestration. Creates PRDs with user stories that can be conve… 6 ★ 95 Setup david-vrba/DukOS First-time setup and onboarding for DukOS — checks your tools, configures .env, helps pick a template, previews cost, and walks y… 6 ★ 96 Shape Spec robinbortlik/tempo You are helping me brainstorm, explore, and shape a new feature idea. This is an iterative discovery process - we will explore th… 6 ★ 97 Checkemail coreyepstein/advanced-gmail-mcp Quick inbox cleanup — archive junk, then triage what matters one at a time 5 ★ 98 Create Doc hollandkevint/thinkhaven When this command is used, execute the following task: 5 ★ 99 Rad Design seanrreid/RAD_framework > 5 ★ 100 Ralph Redesign alikatgh/benchmarkwatcher 1. Read docs/RALPH_TASK_TEMPLATE.md.
2. Take screenshot at 375px (mobile-first) AND 1280px.
3. Apply docs/SCREENSHOT_RUBRIC.md:… 5 ★ Showing the top 100 of 495 — browse and filter all agentic loops.
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Frequently asked questions
What are the best content loops for coding agents?
Ranked by GitHub stars, the current top content loops are: Apply (6.1k ★), Ff (6.1k ★), Analyst (4.6k ★), The LaTeX document creation loop (2.2k ★), The one-post-a-week loop (2.2k ★).
How do I install a content 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 content loops are listed here?
495 content loops are currently tracked, with metrics (stars, downloads, last-update dates) sourced from GitHub and package registries and refreshed continuously.