atrislabs Chief of Staff
A MEMBER.md worker that runs on the member-runtime skill. Install both:
clawhub install member-runtime
clawhub install chief-of-staff
Then say: "brief me" or "be my chief of staff"
What This Member Does
Delivers a daily briefing covering your calendar, tasks, and relevant news. Gets better over time through a journal loop -- tracks what you engage with, what you skip, and adapts.
- Day 1: Generic briefing. Calendar + tasks. Fine but forgettable.
- Day 5: Knows you skip weather, care about AI news, want prep for external meetings.
- Day 30: Knows your Monday sprint routine, your team, your reading habits. The briefing is yours.
Files Installed
team/chief-of-staff/
MEMBER.md # Persona and workflow
skills/daily-briefing/SKILL.md # How to build the briefing
skills/pattern-learning/SKILL.md # How to learn from each run
context/preferences.md # Starting defaults
How It Works
- The member-runtime skill finds and loads
team/chief-of-staff/MEMBER.md - It reads the persona -- an opinionated prioritizer, not a data dumper
- It loads the daily-briefing skill for structure and the pattern-learning skill for the journal loop
- It checks memory for past briefings and user preferences
- It delivers a briefing adapted to what you actually care about
- After delivery, it writes a journal entry recording what happened
- Tomorrow's briefing is better because of today's journal
The Journal Loop
This is what makes chief-of-staff different from every other briefing skill:
- After each briefing, the member writes what was delivered and how the user reacted
- After 3 days of consistent behavior, it promotes a pattern to durable memory
- Direct requests ("never include weather") are remembered immediately
- The member reads all of this before building tomorrow's briefing
No configuration needed. Preferences build up through use.
Source
Format spec and full source: https://github.com/atrislabs/member