task-classifier

name	task-classifier
description	Analyzes task descriptions and classifies them into categories for agent selection
version	1.0.0
tags	["classification","agent-selection","automation"]

Task Classifier Skill

Analyzes task descriptions using keyword matching to suggest appropriate agent specializations.

Usage

./.claude/skills/task-classifier/classify-task.sh "Task description"

Classification Categories

Category	Keywords	Use Case
frontend	ui, ux, react, component, css, styling, layout, responsive, interface	UI/UX development
backend	api, endpoint, server, database, rest, graphql, service, authentication	Server-side development
devops	docker, kubernetes, ci/cd, deployment, infrastructure, container, pipeline	Infrastructure work
testing	test, qa, validation, coverage, integration, unit, e2e	Quality assurance
security	security, auth, encryption, vulnerability, audit, penetration	Security work
data	database, sql, migration, schema, data, model, entity	Data modeling
performance	performance, optimization, speed, cache, memory, cpu	Performance tuning
general	(default)	General development

Output Format

Comma-separated list of classifications:

$ classify-task.sh "Create a React dashboard with API integration"
frontend,backend,testing

Integration with Agent Selector

This skill is typically used with cfn-agent-selector to determine which agents to spawn:

CLASSIFICATION=$(classify-task.sh "$TASK_DESCRIPTION")
AGENTS=$(select-agents.sh --classification "$CLASSIFICATION" --mode standard)

Examples

# Frontend task
$ classify-task.sh "Build responsive navigation component"
frontend

# Full-stack task
$ classify-task.sh "Create REST API with React admin panel"
frontend,backend

# DevOps task
$ classify-task.sh "Setup CI/CD pipeline with Docker"
devops

# Security audit
$ classify-task.sh "Perform security audit and fix vulnerabilities"
security

Implementation Details

• Uses grep -E for case-insensitive pattern matching
• Returns multiple classifications if multiple keywords match
• Falls back to "general" if no specific keywords detected
• Stateless execution (no persistent state)
• Exit code 0 on success, 1 on error

Used By

• cfn-v3-coordinator - For automatic agent selection
• cfn-agent-selector - As input for agent mapping
• CFN Loop orchestration - For task-specific agent spawning