chief-of-staff_skill

Overview

This skill is a daily briefing agent that learns your preferences and improves each morning. It runs on the member-runtime environment and combines a concise briefing structure with a pattern-learning journal loop. Use it to get a personalized overview of your day, priorities, and the information that matters to you.

How this skill works

The agent loads your persona and recent history, then builds a prioritized briefing covering calendar items, tasks, and relevant news. After delivery it records what was presented and how you reacted. Over several sessions the agent detects repeated behaviors and promotes stable preferences into durable memory so briefings become more tailored.

When to use it

• When you want a concise, personalized morning summary of calendar, tasks, and key updates.
• When you need preparation for external meetings and tailored talking points.
• When you want a briefing that adapts based on what you read, skip, or request.
• When you prefer an opinionated prioritizer instead of a raw data dump.
• When you want preferences to build up automatically without manual setup.

Best practices

• Say direct feedback (e.g., 'never include weather') to register immediate preferences.
• Engage consistently for a few days so the journal loop can identify reliable patterns.
• Skip or dismiss items you don’t care about to teach the agent what to deprioritize.
• Use the agent for prep before meetings so it can learn relevant context and notes.
• Accept initial generic briefings; personalization improves noticeably after several runs.

Example use cases

• Morning brief: calendar highlights, top tasks, and a short news digest focused on your interests.
• Pre-meeting prep: key participants, agenda bullets, and suggested talking points.
• Weekly routine: build a Monday sprint checklist that persists as a habit.
• Personalization: the agent stops including topics you consistently skip and emphasizes those you read.
• Quick brief command: say 'brief me' or 'be my chief of staff' for an immediate summary.