Is my team's data stored securely?

The memory system resides locally within your project's repository in standard Markdown files, ensuring you maintain full ownership and control over the data Claude accesses.

What is the difference between CLAUDE.md and the memory directory?

CLAUDE.md acts as a 'hot cache' for the top 30 most frequent terms, people, and active projects for instant access, while the memory/ directory stores exhaustive documentation and historical data.

How does Claude learn new shorthand or acronyms?

You can use the /productivity:start command to bootstrap from existing files, or simply tell Claude 'X means Y' during a conversation to have it automatically update the glossary.

Can I manage multiple complex projects with this skill?

Yes, the architecture includes a dedicated memory/projects/ folder where each project gets its own markdown file for tracking stakeholders, status, and technical context.

Colleague Memory Management

Name: Colleague Memory Management
Author: nsalvacao

bynsalvacao

0•

协作工具

Empowers Claude to understand workplace shorthand, internal acronyms, and team dynamics through a tiered memory system.

Memory Management transforms Claude from a generic AI into a context-aware workplace collaborator by implementing a dual-layer knowledge base. It utilizes a high-speed 'hot cache' in CLAUDE.md for frequently used terms and a comprehensive directory structure for deep project and personnel details. This system allows Claude to instantly decode internal jargon, recognize team members' nicknames, and maintain up-to-date project context, ensuring that brief, conversational requests are executed with professional-grade accuracy without needing constant clarification.

主要功能

01Automated decoding of internal shorthand, acronyms, and project codenames

02Dual-tier architecture using CLAUDE.md as a hot cache and a dedicated memory/ directory for deep storage

030 GitHub stars

04Dynamic memory promotion and demotion based on usage frequency and project status

05Comprehensive personnel profiling including communication preferences and reporting lines

06Context-aware lookup flow that checks local cache before querying the full glossary

使用场景

01Onboarding Claude to a new team's unique internal language and technical jargon

02Managing complex stakeholder relationships by tracking communication styles and team roles

03Maintaining a living project wiki that links codenames to specific technical requirements and budgets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nsalvacao/nsalvacao-claude-code-plugins memory-management

For use in Claude.ai and ChatGPT

主要功能

01Automated decoding of internal shorthand, acronyms, and project codenames

02Dual-tier architecture using CLAUDE.md as a hot cache and a dedicated memory/ directory for deep storage

030 GitHub stars

04Dynamic memory promotion and demotion based on usage frequency and project status

05Comprehensive personnel profiling including communication preferences and reporting lines

06Context-aware lookup flow that checks local cache before querying the full glossary

使用场景

01Onboarding Claude to a new team's unique internal language and technical jargon

02Managing complex stakeholder relationships by tracking communication styles and team roles

03Maintaining a living project wiki that links codenames to specific technical requirements and budgets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nsalvacao/nsalvacao-claude-code-plugins memory-management

For use in Claude.ai and ChatGPT