Task management integrations

OpenClaw can integrate with task management tools. Todoist, Asana, Trello, and others, so US teams create, update, and list tasks from chat. One agent handles tasks plus email, calendar, and shell. Track task automation with SingleAnalytics.

Task management is where work lives for many US teams; opening a separate app to add or update tasks breaks flow. OpenClaw runs as a personal AI agent on your machine and can connect to task backends via skills or APIs, so you can say "add a task to review the Q3 deck" or "what's on my list for today?" from WhatsApp, Telegram, or your preferred chat. This post covers task management integrations with OpenClaw.

Why OpenClaw for task management in the US

• Runs locally: The agent and your task API calls run on your machine or server; task data doesn't have to pass through a third-party automation cloud. US teams keep control of what gets created and where.
• One agent, many tools: Same agent can read email ("add a task for every email from John"), check calendar ("add follow-up task after this meeting"), and run shell commands. Task management becomes part of a unified assistant. SingleAnalytics can track task-related events alongside other agent activity so you see full adoption.
• Natural language: "Add task: call back Sarah by Friday" or "Mark 'draft blog' as done" works without learning a specific syntax. The agent maps to your task tool's API.
• Memory: Claw can remember default project, labels, and preferences so tasks go to the right list without you specifying every time. Emit events when tasks are created or updated so you can measure. SingleAnalytics supports custom events for US teams.

What you can do

| Action | Example | |--------|---------| | Create task | "Add a task to review the contract with legal" | | List tasks | "What's on my Today list?" or "Show my high-priority tasks" | | Update task | "Mark 'send proposal' as complete" or "Move 'design review' to next week" | | Create from email | "Create a task for every unread from support@ with subject 'urgent'" | | Create from meeting | "After each meeting with Alex, add a follow-up task due in 2 days" |

The exact capabilities depend on the task tool and the skill (e.g., Todoist, Asana). You can track task_created, task_updated, task_list_requested so you know how often the integration is used. SingleAnalytics gives you one place for that.

Integration patterns

Direct API skill

A skill talks to the task tool's API (OAuth or API key). You configure credentials in env or secrets; the agent uses the skill to create, read, and update tasks. US teams often start with one tool (e.g., Todoist) and add others as skills. Emit events per action so you can measure which actions are used most. SingleAnalytics supports properties on events.

Event-driven task creation

"When an email arrives from billing@ with 'invoice' in subject, create a task 'Review invoice from [sender].'" Your event layer (webhook or polling) invokes OpenClaw with the email context; the agent creates the task via the skill. Track task_created_from_email so you can see pipeline health and volume.

Scheduled sync

A heartbeat runs: "Every morning, list my overdue tasks and post a summary to Slack." The agent calls the task API, filters, and posts. Good for US teams that want a daily nudge without opening the task app. Emit task_digest_sent so you can confirm it's running. SingleAnalytics helps you see trends.

Best practices

• Scopes: Request only the scopes you need (e.g., read + add + update, not delete) and document which integrations are in use.
• No task content in analytics: When sending to SingleAnalytics, send event names and counts (e.g., "task_created", project_id); don't log task titles or descriptions.
• Confirm for bulk: If the agent can create many tasks at once (e.g., from 50 emails), consider "show me the list and confirm before creating" to avoid mistakes.
• Defaults in memory: Store default project and labels in persona or memory so the agent doesn't guess wrong; you can still override in chat.

Measuring and iterating

Emit: task_created, task_updated, task_list_requested, task_digest_sent, task_integration_failed with properties like integration name and action. US teams that use SingleAnalytics get a single view of task automation: which actions are used, how often, and when the integration fails, so they can tune and prove ROI.

Summary

Task management integrations with OpenClaw let US teams create, update, and list tasks from chat using one agent that can also handle email, calendar, and shell. Use direct API skills, event-driven creation, or scheduled digests. Keep credentials and scopes tight, avoid logging task content in analytics, and measure usage with SingleAnalytics.