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memory-management

Decode workplace shorthand, acronyms, nicknames, and project codenames into full contextual meaning.

2|1|Updated May 17, 2026
Search Tags:#context#glossary#memory#acronyms#workplace#nicknames#shorthand
One-click install
npx skills add https://github.com/rakibulism/agent-skills-os --skill memory-management-rakibulism
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memory-management
Source: https://github.com/rakibulism/agent-skills-os/tree/main/skills/productivity-memory-management
Command: npx skills add https://github.com/rakibulism/agent-skills-os --skill memory-management-rakibulism

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps Claude understand the people, projects, acronyms, and internal shorthand that make workplace requests ambiguous without shared context. It turns terse references like names, codenames, and abbreviations into the full meaning needed to act correctly.

Core Features & Use Cases

  • Tiered memory lookup: Uses a hot cache in CLAUDE.md first, then falls back to the full memory/ knowledge base.
  • Workplace language decoding: Resolves nicknames, acronyms, project codenames, and company-specific terms.
  • Memory maintenance: Supports adding, updating, promoting, and demoting entries as work changes.
  • Use case: A user asks to "ask todd to do the PSR for oracle," and the Skill maps that shorthand to the correct person, report, and project context before responding.

Quick Start

Ask the agent to remember a person, term, or project, then provide the shorthand and its meaning so it can store and decode it in future conversations.

Frequently Asked Questions about memory-management

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I decode workplace acronyms and project codenames for accurate context?▼

Decoding workplace acronyms and project codenames requires mapping terse references to full contextual meaning. This skill resolves shorthand, nicknames, and abbreviations using tiered memory lookup for accurate action.

How does tiered memory lookup handle glossary and context resolution?▼

Tiered memory lookup resolves context by checking a hot cache in CLAUDE.md first, then falling back to the full memory knowledge base. This scalable approach ensures consistent glossary retrieval for workplace requests.

How do I maintain glossary entries and update workplace shorthand terms?▼

Maintaining glossary entries involves adding, updating, promoting, and demoting shorthand terms as work changes. Ask the agent to remember a person or project, then provide the shorthand and meaning for storage.

Can I use this to resolve nicknames and abbreviations for collaborative office workflows?▼

Yes, resolving nicknames and abbreviations applies directly to collaborative office workflows. It supports people lookup, project reference, and glossary maintenance for collaborative tasks involving internal shorthand.

Do I need CLAUDE.md and structured memory subdirectories to resolve context?▼

Yes, resolving context requires CLAUDE.md hot-cache handling plus memory/glossary.md and structured memory subdirectories. These dependencies enable scalable tiered memory retrieval for accurate workplace shorthand resolution.

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