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 selectioncfn-agent-selector - As input for agent mapping- CFN Loop orchestration - For task-specific agent spawning
