What happens if the skill is uncertain about a memory update?

The skill notes any uncertainties in the maintenance journal, allowing you to review and confirm changes at the start of your next session.

What specific files does the skill update?

It updates core state files including today.md (tasks), workspace.md (projects), human.md (user preferences), and individual entity files in the people and projects directories.

Does this skill require manual triggers?

No, it is designed to run in the background as an end-of-day maintenance task without requiring user interaction or confirmation.

How does it decide what information to prune?

It identifies completed todos still listed as active, temporary notes that have served their purpose, and duplicated information across different memory files.

Macrodata Memory Maintenance

Name: Macrodata Memory Maintenance
Author: ascorbic

byascorbic

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108

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生产力与工作流

Optimizes and refines Claude's long-term memory by distilling daily interactions and pruning outdated context.

This skill automates the organization and upkeep of Claude's persistent memory system within the Macrodata ecosystem. By running in the background at the end of each day, it extracts key facts from conversations, updates project and personal state files, and prunes stale information to ensure future interactions are grounded in relevant, current context. It manages indexes for memory and conversations, providing a self-refining knowledge base that improves Claude's performance without requiring manual user intervention or constant prompting.

主要功能

01Automated daily distillation of facts from all OpenCode sessions

02Dynamic updates to workspace, project, and user preference state files

03Background pruning of stale, redundant, or completed information

04Automatic index health checks and rebuilding for memory search

05Journal logging to track maintenance observations and uncertainties

06108 GitHub stars

使用场景

01Maintaining an accurate, self-updating record of project blockers and dependencies

02Keeping the AI context window lean by archiving old information and clearing completed tasks

03Ensuring Claude remembers user-specific communication styles and patterns across sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ascorbic/macrodata macrodata-memory-maintenance

For use in Claude.ai and ChatGPT

Download Skill