Install
openclaw skills install clawdoTodo list and task management for AI agents. Add, track, and complete tasks with autonomy levels — agents propose work, humans approve. Works in heartbeats, cron, and conversations. Persistent SQLite CLI with structured JSON output.
openclaw skills install clawdoYour agent has memory files, cron jobs, and chat. It has no todo list.
No way to say "do this when you get to it." Not "do this at 14:00 UTC." Not "do this right now in this conversation." Just... remember to do it. Track it. Pick it up when there's a gap.
That's clawdo.
clawhub install clawdo # installs skill + docs into your workspace
npm install -g clawdo # install the CLI binary
Requirements: Node.js ≥18
# Capture a task
clawdo add "update dependencies" --urgency soon
# Agent checks its queue (heartbeat, cron, conversation — wherever)
clawdo inbox --format json
# Agent works it
clawdo start a3f2
clawdo done a3f2 --json
add → inbox → start → done. Persistent state in SQLite. Every command has --json so agents parse structured output, not terminal art.
clawdo works everywhere agents work:
# In HEARTBEAT.md — runs every ~30 minutes
TASKS=$(clawdo inbox --format json)
AUTO=$(echo "$TASKS" | jq '.autoReady | length')
if [ "$AUTO" -gt 0 ]; then
TASK=$(clawdo next --auto --json | jq -r '.task.id')
clawdo start "$TASK" --json
# ... do the work ...
clawdo done "$TASK" --json
fi
Tasks can be tagged with permission tiers that control what the agent is allowed to do unsupervised:
| Level | Time Limit | What it means |
|---|---|---|
| auto | 10 min | Agent does it silently. Fix a typo, run tests. |
| auto-notify | 30 min | Agent does it, tells the human when done. |
| collab | Unlimited | Human required. Complex, risky, or ambiguous. |
Default: collab (safe).
Key rule: Autonomy is a permission, not a suggestion. Once set, agents can't change it. If an agent fails 3 times, autonomy demotes to collab. Safety only moves down, never up.
Agents propose, humans approve. Agent tasks always start as proposed. The human runs clawdo confirm <id> or it doesn't happen.
# Add tasks — inline metadata parsing
clawdo add "deploy new API +backend auto-notify now"
# └── text ──────┘ └project┘ └─level──┘ └urg┘
# View
clawdo list # active tasks
clawdo list --status proposed # agent suggestions
clawdo next # highest priority
# Review agent proposals
clawdo confirm <id> # approve
clawdo reject <id> # reject
# Work
clawdo start <id>
clawdo done <id>
clawdo done abc,def,ghi # complete several
# Check inbox (structured)
clawdo inbox --format json
# Propose work
clawdo propose "add input validation" --level auto --json
# Execute
TASK=$(clawdo next --auto --json | jq -r '.task.id // empty')
if [ -n "$TASK" ]; then
clawdo start "$TASK" --json
# ... do the work ...
clawdo done "$TASK" --json
fi
The inbox returns: autoReady, autoNotifyReady, urgent, overdue, proposed, stale, blocked.
clawdo add "fix auth bug +backend @code auto soon"
+word → project@word → contextauto / auto-notify / collab → autonomy levelnow / soon / whenever / someday → urgencydue:YYYY-MM-DD → due datecrypto.randomInt(), no modulo biasclawdo --helpMIT