Real-world, end-to-end walkthroughs of /autoresearch:scenario applied to specific domains and use cases. Each guide includes the command config, example situations generated across the 12 exploration dimensions, chain patterns, and domain-specific tips.
For the command reference, see autoresearch-scenario.md.
| # | Guide | Domain | Depth | Key Dimensions |
|---|---|---|---|---|
| 1 | Real-Time Chat Messaging | software | deep | concurrent, recovery, temporal |
| 2 | Multi-Tenant SaaS Onboarding | software | standard | permission, data variation, state transition |
| 3 | CI/CD Pipeline Deployment | software | deep | recovery, error, state transition |
| 4 | Healthcare Appointment Scheduling | business | deep | temporal, permission, concurrent |
| 5 | Social Media Content Moderation | product | standard | edge case, abuse, scale |
| 6 | IoT Firmware Updates | software | deep | recovery, error, scale |
| 7 | Document Collaboration | software | deep | concurrent, state transition, permission |
| 8 | Cross-Border Wire Transfers | security | deep | abuse, permission, integration |
| 9 | Search Autocomplete | software | standard | edge case, scale, data variation |
| 10 | Mobile Push Notifications | product | standard | scale, temporal, data variation |
Each guide is a self-contained example you can adapt to your own project:
- Read the scenario — understand what's being explored and why
- Copy the command — adjust scope and iterations for your codebase
- Review the example situations — see what autoresearch:scenario surfaces
- Follow the chain — each guide suggests next steps (debug, fix, security, ship, learn)
| I'm building... | Start with |
|---|---|
| A real-time feature (chat, collab, live updates) | Real-Time Chat or Document Collaboration |
| A multi-tenant platform | SaaS Onboarding |
| DevOps / deployment automation | CI/CD Pipeline |
| A regulated system (health, finance) | Healthcare Scheduling or Wire Transfers |
| A consumer product with UGC | Content Moderation |
| Hardware / embedded systems | IoT Firmware Updates |
| A search feature | Search Autocomplete |
| Mobile notifications | Push Notifications |