Where is my preference data stored?

Preferences and journal entries are stored within the team/chief-of-staff/context/ directory in your local environment, keeping your data under your control.

Can I manually set preferences for the briefing?

Absolutely. While it learns automatically, direct requests such as 'never include weather' are remembered immediately and applied to all future briefings.

What kind of information does the briefing include?

By default, it summarizes your calendar events, pending tasks, and relevant news, but it adapts the level of detail based on what you actually engage with.

How does the Chief of Staff learn my preferences?

It uses a journal loop to record your reactions to each briefing, automatically promoting consistent behaviors into its long-term memory after a few days of observation.

Do I need other skills to use this?

Yes, the Chief of Staff requires the member-runtime skill to be installed to manage its state and persona effectively.

Chief of Staff AI Assistant

Name: Chief of Staff AI Assistant
Author: atrislabs

byatrislabs

•

生产力与工作流

Delivers personalized daily briefings that learn from your feedback and engagement patterns to improve over time.

The Chief of Staff skill transforms Claude into a proactive personal assistant that manages your daily schedule, task list, and news feed. Unlike static briefing tools, it utilizes a sophisticated journal loop to observe which information you prioritize or ignore, evolving from a generic data reporter into a highly tuned partner that understands your specific routine and information needs. By analyzing daily interactions, it automatically promotes recurring patterns to durable memory, ensuring that every briefing becomes more relevant to your professional workflow.

主要功能

01Opinionated prioritization persona designed to reduce information overload

02Adaptive Journal Loop that learns user preferences through daily interaction

03Personalized briefings covering calendars, tasks, and relevant industry news

0458 GitHub stars

05Automated pattern recognition that promotes frequent requests to long-term memory

06Stateful integration with the member-runtime for persistent agent behavior

使用场景

01Managing personalized research summaries that evolve based on your changing professional interests

02Automating the tracking of daily task progress while surfacing missed items from previous sessions

03Generating concise morning briefings focused specifically on high-priority meetings and relevant tech updates

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add atrislabs/atris clawhub

For use in Claude.ai and ChatGPT

Download Skill