Personal execution engine for tasks, projects, reminders, commitments, follow-ups, and next actions. Use whenever the user mentions something they need to do, remember, plan, follow up on, prioritize, or make progress on. Also use when the user feels overwhelmed, brain-fogged, unsure what to do next, or needs to offload mental strain. This skill captures natural language, turns vague intentions into structured action, tracks momentum, and surfaces the most human-friendly next step. Local-only storage.
python3All data is stored locally only under:
~/.openclaw/workspace/memory/todo/items.json~/.openclaw/workspace/memory/todo/stats.json~/.openclaw/workspace/memory/todo/archive.jsonNo external sync. No cloud storage. No third-party task APIs.
task: A concrete action.project: A multi-step outcome that should be broken into next actions.commitment: A promise or obligation to someone else.follow_up: Something that needs to be checked on, nudged, or revisited.reminder: A lightweight remember-later item.tiny: 2-5 minute action with low friction.hot: Fresh, recently captured, or recently touched.cold: Stale item that should move into review unless urgent.blocked: Cannot move forward yet.waiting: Pending someone else.add_item.py --title "..." with inferred metadata.what_next.py returns 1 Top Pick and 2 Backups, each with a humanized prefix and short reason.daily_sync.py summarizes completed work and mental weight released.weekly_review.py revives, delays, archives, or lets go of cold items.| Script | Purpose |
|---|---|
add_item.py | Capture a new item into the system |
what_next.py | Recommend the best next action |
update_item.py | Update status and metadata |
daily_sync.py | Summarize progress and mental weight released |
weekly_review.py | Review, delay, archive, or let go of cold items |
archive_item.py | Move an item into archive |
refresh_scores.py | Recalculate hot/warm/cold scores |
init_storage.py | Initialize local storage files |