memory-management

To decode workplace shorthand, this skill uses a two-tier memory system that translates internal acronyms and nicknames into actionable context, storing frequent terms in a hot cache and long-tail knowledge in deep memory directories.

To structure project context, use deep memory directories including a glossary file for terms, separate folders for people and projects, and a context directory, ensuring comprehensive understanding through a tiered lookup workflow.

A two-tier memory architecture combines a hot cache for frequently accessed terms with deep memory storage for long-tail knowledge, enabling rapid decoding of internal language without cluttering the primary working context.

To populate memory with contact profiles, add entries to the people directory including their names, nicknames, and specific communication preferences like Slack, which the system then decodes during daily task execution.

Use a hot cache for frequent terms requiring immediate access, and use deep memory directories for long-tail knowledge, applying progressive disclosure to scale memory storage without overwhelming the working context.

Yes, managing memory workflows requires frontmatter with name and description fields in the skill definition file, enforcing structured metadata to support the tiered lookup process and memory updates.