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Awesome AI Workflows That Works
Practical AI & more workflows for coding, MCP, local AI, productivity, research, media, and ops.
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Awesome AI Workflows That Work
A hand-built collection of 63 AI workflows for applying AI tools and automation to coding, research, meetings, productivity, media, security, and operations.
Contents
Start Here
| If you want to... | Open this |
|---|---|
| ship code from issue to PR with agents | Claude Code + Skills + GitHub |
| build a safer multi-agent coding loop | AI Coding Agents Workflows |
| connect an assistant to real tools and data | The Standard MCP Stack |
| choose the right automation platform | AI Workflow Platform Selection Guide |
| run local models privately | Local AI Stack |
| analyze CSV or Parquet with plain English | DuckDB Local Analysis |
| turn meeting audio into usable notes | AI Meeting Notes |
| turn screenshots into actions | Screenshot OCR to Action Items |
| build a study workflow from lectures and PDFs | Lecture to Study Guide |
| run a structured job search | Job Search Kanban |
| move from idea to finished song faster | Suno Song to Release |
| bootstrap a Windows machine with less clickwork | Windows Software Bootstrap and Patching |
Browse By Area
| Area | Best entry points |
|---|---|
| Build and code | The Standard MCP Stack, LLM Cost Routing, RAG Pipeline |
| Meetings and communication | AI Meeting Notes, Live Captions and Live Translation |
| Research and data | DuckDB Local Analysis, Natural Language to SQL Dashboard |
| Study, career, and productivity | Lecture to Study Guide, Resume Tailoring with Proof, Task Management |
| Marketing and content | Blog Post Pipeline, Content Repurposing Pipeline |
| Music, video, and media | Suno Song to Release, Video Transcript to Content |
| Security and operations | MCP Security Checklist, AI PR Review |
Library
Build and code
| Workflow | Focus | Level |
|---|---|---|
| AI Agent Frameworks | framework comparison | Intermediate |
| Agentic Patterns | orchestration patterns and tradeoffs | Intermediate |
| AI Coding Agents Workflows | repeatable multi-agent coding loop | Intermediate |
| AI Workflow Platform Selection Guide | platform selection | Beginner |
| Automation Platforms and Workflow Engines Map | automation layer comparison | Beginner |
| Browser Automation | browser-driven workflows | Intermediate |
| Claude Code + GitHub Actions | async agent workflows in CI | Advanced |
| Claude Code + Skills + GitHub | issue-to-PR implementation loop | Intermediate |
| Claude Skills Reference | skills and app integration patterns | Beginner |
| Computer Use Agent with Open Interface | desktop control when APIs are not enough | Advanced |
| Cursor + Claude + Parallel Branching | parallel coding with worktrees | Intermediate |
| Frontend Component Systems for AI Shipping | better UI generation constraints | Beginner |
| LLM Cost Routing | multi-model cost control | Intermediate |
| Local AI Stack | private local-model setup | Beginner |
| MCP Builders Playbook | building MCP servers and adapters | Intermediate |
| The Standard MCP Stack | practical MCP setup | Beginner |
| Idea to MVP in a Weekend | compressed solo-builder workflow | Intermediate |
| n8n Templates | n8n starting points | Beginner |
| RAG Pipeline | document-backed AI apps | Intermediate |
| RSS Automation | feed-driven automation | Beginner |
| Windows MCP for Full Desktop Control | MCP-based Windows control | Advanced |
Meetings and communication
| Workflow | Focus | Level |
|---|---|---|
| AI Meeting Notes | transcript to summary and actions | Beginner |
| Live Captions and Live Translation | live captions and translation | Beginner |
Research and data
| Workflow | Focus | Level |
|---|---|---|
| DuckDB Local Analysis | local file analytics | Beginner |
| Natural Language to SQL Dashboard | ask data questions in plain English | Intermediate |
Study, career, and productivity
| Workflow | Focus | Level |
|---|---|---|
| Accessible Reading Pack | make dense digital reading easier | Beginner |
| Candidate Screening and Interview Scorecards | structured hiring review | Intermediate |
| Contract Analysis | document review support | Beginner |
| Email Triage | inbox automation | Beginner |
| Interview Prep Briefing | prep for interviews fast | Beginner |
| Invoice and Expense Review | finance document review | Beginner |
| Job Search Kanban | track applications and follow-ups | Beginner |
| Knowledge Management | capture and synthesis loops | Intermediate |
| Lecture to Study Guide | lecture notes into study material | Beginner |
| Mobile Morning Routine Automation | daily startup automation | Beginner |
| Mobile PDF to Summary | PDF handling on phone | Beginner |
| Mobile Quick Capture and Follow-Up | capture and route notes fast | Beginner |
| PDF to Flashcards | reading into recall practice | Beginner |
| Pomodoro and Focus Mode Automation | focus sessions on mobile | Beginner |
| Resume Tailoring with Proof | customize a resume without inventing claims | Intermediate |
| School and Admin Paperwork | forms, signatures, and paperwork | Beginner |
| Screenshot OCR to Action Items | screenshots into tasks | Beginner |
| Task Management | planning and weekly review | Beginner |
| Voice Memos to Task Inbox | voice capture to structured tasks | Beginner |
Marketing and business content
| Workflow | Focus | Level |
|---|---|---|
| Blog Post Pipeline | research to published post | Intermediate |
| AI Customer Support Triage | support triage and escalation | Intermediate |
| Docs as Code with AI | documentation maintenance | Beginner |
| Content Repurposing Pipeline | one source to many native formats | Beginner |
Music, video, and media
| Workflow | Focus | Level |
|---|---|---|
| Music Production Automation | stems, versions, mastering, release prep | Intermediate |
| Suno Song to Release | idea to editable song workflow | Beginner |
| AI Avatar and Dubbing with Consent | avatar video and localization | Intermediate |
| AI Media Generation Map | choose the right media workflow | Beginner |
| Video Transcript to Content | repurpose recordings | Beginner |
| YouTube SEO Metadata | titles, descriptions, and publishing metadata | Beginner |
Security and operations
| Workflow | Focus | Level |
|---|---|---|
| AI PR Review | review automation | Intermediate |
| Deepfake Verification and Response | suspicious media review | Intermediate |
| Desktop Agent Safety Checklist | guardrails for full machine access | Intermediate |
| Infrastructure as Code | infra planning and delivery | Advanced |
| MCP Security Checklist | secure MCP usage | Beginner |
| Monitoring and Alerting | alert diagnosis workflows | Intermediate |
| Prompt Injection Defense | LLM safety patterns | Advanced |
| Release Notes and Changelog Automation | release communication | Beginner |
| Windows Software Bootstrap and Patching | Ninite, Scoop, and NinjaOne workflows | Beginner |
Templates
| Template | Use case |
|---|---|
| templates/workflow-template.md | standard workflow writeups |
| templates/nocode-workflow-template.md | low-code and no-code writeups |
Contributing
Before opening a change:
- Read CONTRIBUTING.md.
- Use one of the templates in
templates/. - Keep additions practical, differentiated, and source-backed.
- Run
npm run lint. - Run
npm run lint:workflows.
Footnotes
Upstream research and ecosystem tracking live in resources/external-curated-sources.md.
Category rules and audit notes live in resources/category-system.md and resources/repo-audit-and-fixes.md.