Why is this better than just scrolling through chat history?

Unlike raw history, this skill extracts themes and key items, providing a high-level view that helps the AI maintain better long-term focus without hitting context window limits.

How do I see my project history?

You can use the get_activity_summaries tool to view past summaries or get_memory_timeline to see specific memories grouped by their creation time.

Does this skill summarize activity automatically?

Yes, summaries are generated automatically every 12 memories or once a week, but the /summarize command allows you to force a summary at any time.

What is a 'scope' in the Activity Summarizer?

A scope defines the range of the summary. You can use 'global' to summarize all activity across different projects, or 'project:name' to focus on a specific repository.

What kind of information is included in a summary?

Summaries typically include the period covered, the number of memories processed, key themes or tags identified, and a list of the top items or milestones.

Activity Summarizer

Name: Activity Summarizer
Author: designnotdrum

bydesignnotdrum

•

生産性とワークフロー

Generates comprehensive summaries of coding activities and project milestones to maintain long-term context and session continuity.

The Activity Summarizer skill enables Claude to condense large volumes of interaction data and memories into actionable summaries at both global and project-specific levels. By providing a structured overview of recent progress, key themes, and important decisions, it ensures that long-term context is preserved and easily accessible, preventing context drift in complex, multi-session development workflows. It is particularly useful for developers who need to pause and resume work on large codebases while maintaining a clear understanding of what has been accomplished.

主な機能

011 GitHub stars

02Theme and tag extraction from recent interactions

03Global activity reporting across multiple repositories

04Manual summary triggering for specific project scopes

05Automated background activity consolidation

06Timeline-based grouping of historical memories

ユースケース

01Generating progress reports after a long development sprint

02Onboarding into a project by reviewing the memory timeline

03Recapping key architectural decisions made during a session

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add designnotdrum/brain-jar summarize

For use in Claude.ai and ChatGPT

Download Skill