---

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

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

Classification Categories

Output Format

Comma-separated list of classifications:

Copy$ 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:

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

Examples

Copy# 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