Every successful task in rtrvr.ai can be reused. The system offers three levels of reuse — from quick iteration to permanent one-command shortcuts — so you never have to re-explain a task the agent already knows how to do.
Quick Rerun
Every user message in the chat history has a "Rerun" button. Clicking it opens a new chat thread and re-executes the prompt from scratch — the planner reconsiders the approach, which is useful when you want to iterate on phrasing or try a different strategy.
Perfect Replay
When a workflow works perfectly, click "Replay" on the agent's response. This skips the planning phase and runs the exact same steps instantly. Replay is deterministic — the agent follows the recorded action sequence without re-planning. This is the foundation for Shortcuts, Schedules, and Triggers.
Creating Shortcuts
Turn any successful task into a shortcut you can trigger with a simple "/" command. Shortcuts bundle the exact steps, recordings, and tab configuration that worked.
- Find a successful task in your chat
- Click the "/" Create Shortcut button on the agent's response
- Give it a memorable name (e.g., "weekly-report", "leads", "price-check")
- Type "/weekly-report" anytime to run it instantly
Smart Tab Handling
When creating shortcuts, choose how tabs are managed:
| Mode | Behavior | Best For |
|---|---|---|
| Open in New Tabs | Recreates the exact URLs from the original run | Always scraping the same specific sites |
| Use Current Context | Applies the workflow logic to whatever tabs you have open | Repetitive tasks on different pages (e.g., extract data from any product page) |
Combining Workflows
Build powerful automations by chaining multiple shortcuts or merging different successful workflows into a single new shortcut. You can also chain them inline:
"First /login then /extract-data and /export-csv"Platform Availability
| Capability | Extension | Cloud | API |
|---|---|---|---|
| Quick Rerun | ✅ | — | — |
| Perfect Replay | ✅ | ✅ (replay_workflow) | ✅ (replay_workflow) |
| "/" Shortcuts | ✅ | — | — |
| Share workflow via URL | ✅ | ✅ | ✅ |
| Import shared workflows | ✅ | ✅ | ✅ |