OpenClaw Multi-Channel Personal Assistant: One Brain Across Chat, Email, and Calendar
Route personal tasks across Telegram, Slack, email, and calendar workflows from one assistant.
0) TL;DR (3-minute launch)
- Messages, tasks, and follow-ups scatter across Telegram, Slack, email, and calendar tools.
- Workflow in short: Ingest updates from connected channels and normalize into one task queue → De-duplicate threads and assign priority by urgency + owner rules → Propose replies, reminders, or calendar actions per channel context → Request approval for external sends that carry reputational risk → Execute approved actions and sync status back to source channels → Produce daily digest of completions, deferrals, and unresolved items
- Start fast: Connect two channels first (for example Telegram + email) before adding more surfaces.
- Guardrail: Never send external messages to new recipients without explicit approval.
1) What problem this solves
Messages, tasks, and follow-ups scatter across Telegram, Slack, email, and calendar tools. This assistant keeps one unified queue so nothing gets lost, while still respecting channel-specific etiquette and approval boundaries.
2) Who this is for
- Operators responsible for personal ops decisions
- Builders who need repeatable channel routing workflows
- Teams that want automation with explicit human checkpoints
3) Workflow map
Ingest updates from connected channels and normalize into one task queue
-> De-duplicate threads and assign priority by urgency + owner rules
-> Propose replies, reminders, or calendar actions per channel context
-> Request approval for external sends that carry reputational risk
-> Execute approved actions and sync status back to source channels
-> Produce daily digest of completions, deferrals, and unresolved items4) MVP setup
- Connect two channels first (for example Telegram + email) before adding more surfaces
- Define priority labels and SLA targets (now, today, this week)
- Use one shared command for capture so users can quickly route tasks from any channel
- Enable approval mode for outbound messages to new contacts or high-stakes threads
- Measure dropped-task rate and response latency after one week of usage
5) Prompt template
You are my multi-channel operations assistant. Goal: unify inbound requests and execute follow-ups without dropping context. For every new item: 1) Classify channel, urgency, and required action. 2) Merge with existing thread/task if it is a duplicate. 3) Draft channel-appropriate response or action plan. 4) Ask for approval when sending sensitive external communications. 5) Update the master queue and report completion status. Return format: - Queue update - Proposed/finished actions - Items waiting for approval - Next review time
6) Cost and payoff
Cost
Primary costs are model calls, integration maintenance, and periodic prompt tuning.
Payoff
Faster execution cycles, fewer context switches, and clearer decision quality over time.
Scale
Add role-specific subagents, stronger evaluation metrics, and staged automation permissions.
7) Risk boundaries
- Never send external messages to new recipients without explicit approval
- Preserve channel boundaries so private data is not copied into public threads
- Rate-limit automated replies to avoid spam loops or accidental floods
9) FAQ
How quickly can this workflow deliver value?
Most teams see meaningful results within 1-2 weeks when they keep the initial scope narrow and measurable.
What should stay manual at the beginning?
Keep ambiguous, high-risk, or customer-impacting actions behind explicit human approval until quality is proven.
How do we prevent automation drift over time?
Review logs weekly, sample outputs, and tune prompts/rules as data patterns and business goals change.
What KPI should we track first?
Track one leading metric (speed or coverage) plus one quality metric (accuracy, escalation rate, or user satisfaction).