Learning Taxonomy FAQs

Question 1

When should I use this skill?

Accepted Answer

Use this skill whenever you want Claude to 'remember' something for the long term. It is ideal for documenting edge cases, required environment setups, team-specific coding conventions, or recurring error resolutions that you don't want to explain to the AI twice.

Question 2

What types of memory locations can it manage?

Accepted Answer

The skill manages a sophisticated hierarchy including Enterprise policies, Team-shared project memory (CLAUDE.md), modular topic-specific rules (.claude/rules/), personal user preferences, and project-local overrides that are git-ignored.

Question 3

Does it support path-specific coding rules?

Accepted Answer

Yes. It can generate path-specific rules using glob patterns and YAML frontmatter. This allows you to apply specific instructions (like 'always use Zod for validation') only to relevant files, such as those within an API directory.

Question 4

What does the Learning Taxonomy skill do?

Accepted Answer

It acts as an intelligent router for project knowledge. It analyzes session-specific insights—like bug fixes, architectural decisions, and coding patterns—and automatically categorizes them into the correct Claude Code memory locations (such as CLAUDE.md or specific project rules).

Question 5

How does this skill improve my AI coding workflow?

Accepted Answer

By maintaining a structured memory hierarchy, it prevents 'context drift.' It ensures Claude remains aware of your specific project constraints and personal preferences across different sessions, significantly reducing repetitive prompting and debugging.

Learning Taxonomy

Learning Taxonomy

Key Features

Use Cases

Key Features

Use Cases