Plainwork

What it's for

Features 20

• Automatic habit detection from repeated sequences (3+ repeats within a rolling 7-day window)
• Automatic retry with increasing delay when a step doesn't succeed
• Block specific sites (e.g. banking) from capture and automation
• Data encrypted at rest with AES-256 and signed with HMAC-SHA512
• Direct integrations for cloud tools such as Gmail, Slack, and QuickBooks
• Encryption key stored in the macOS Keychain
• Exclude specific apps from capture
• Isolated, one-off cloud execution for steps needing LLM reasoning, deleted after the step runs
• Local, on-device screen and click capture
• One-time task demonstration ('show it once') to teach a habit immediately
• Only approved habit name and steps sync; raw screen data never syncs
• Optional zero-knowledge passphrase backup for switching devices
• Pause capture at any time from the tray
• Runs approved habits directly in real apps via the same interfaces screen readers use, no API needed
• Self-checking execution: verifies each step's result before continuing
• Self-healing: rewrites a failing step once using another execution layer or a model
• Step-by-step proposal review before any automation runs
• Stops and reports instead of blind-retrying when a step keeps failing
• Wipe the last hour or all captured data instantly
• Works with legacy, internal, and login-walled tools without integrations