ReddRadar
Agent skill
task-classifier
Analyzes task descriptions and classifies them into categories for agent selection
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/classifier
SKILL.md
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 -Efor 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
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