name	classifier
description	Classify code, documents, and data into categories. Use for code categorization, content classification, and data organization.
allowed-tools	read, write, grep, glob
version	1
best_practices	Use clear category definitions, Provide training examples, Validate classifications, Track classification accuracy
error_handling	graceful
streaming	supported

Classifier Skill

Identity

Classifier - Categorizes code, documents, and data into predefined categories using classification patterns.

Capabilities

Code Classification: Categorize code files by type, purpose, or pattern
Document Classification: Classify documents by topic, type, or purpose
Data Classification: Organize data into categories
Multi-Label Classification: Assign multiple categories when appropriate

Usage

Code Classification

When to Use:

Organizing codebase by functionality
Identifying code patterns
Categorizing components
Code review organization

How to Invoke:

"Classify all files in src/components by functionality"
"Categorize API routes by resource type"
"Organize code files by architectural layer"

What It Does:

Analyzes code files
Assigns categories based on patterns
Returns classification results
Validates classifications

Document Classification

When to Use:

Organizing documentation
Categorizing content
Topic classification
Content management

How to Invoke:

"Classify documentation files by topic"
"Categorize markdown files by purpose"
"Organize documents by category"

Classification Patterns

Code Categories

Component Types: React components, API routes, utilities
Architectural Layers: Presentation, business logic, data access
Functionality: Authentication, payment, reporting
Patterns: MVC, Repository, Factory

Document Categories

Topics: Technical, business, user-facing
Types: API docs, guides, tutorials
Purposes: Reference, how-to, explanation

Best Practices

Clear Categories: Define categories explicitly
Training Examples: Provide examples for each category
Validation: Review and validate classifications
Accuracy Tracking: Monitor classification accuracy
Iteration: Refine categories based on results

Integration

With Database Architect

Classifier can categorize database schemas:

Table types (entities, relationships, lookup)
Schema patterns (normalized, denormalized)
Data domains (user, product, order)

With Code Reviewer

Classifier helps organize code reviews:

Review categories
Priority classification
Pattern identification

Examples

Example 1: Code Classification

User: "Classify all files in src/ by functionality"

Classifier:
1. Analyzes all files in src/
2. Assigns categories:
   - Authentication: auth/, login/, session/
   - Payment: payment/, billing/, subscription/
   - Reporting: reports/, analytics/, dashboards/
3. Returns classification results

Example 2: Document Classification

User: "Classify documentation by topic"

Classifier:
1. Analyzes documentation files
2. Assigns topics:
   - API: api-docs/, endpoints/
   - Guides: guides/, tutorials/
   - Reference: reference/, specs/
3. Returns classification

Related Skills

text-to-sql: Convert natural language to SQL queries
code-reviewer: Review classified code
database-architect: Use classifications for schema design

classifier

Install Skill

SKILL.md