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Classify text into predefined or custom categories. Use when agents need to route tickets, moderate content, categorize emails, or tag documents. Uses keyword matching and TF-IDF scoring. No external API needed.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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| name | Text Classifier |
| slug | text-classifier |
| description | Classify text into predefined or custom categories. Use when agents need to route tickets, moderate content, categorize emails, or tag documents. Uses keyword matching and TF-IDF scoring. No external API needed. |
| category | NLP |
| tags | ["classification","nlp","text-analysis","categorization","content-moderation"] |
| price_per_call | 0 |
| input_schema | {"type":"object","properties":{"text":{"type":"string","description":"Text to classify (10-50,000 chars)"},"categories":{"type":"object","description":"Optional custom categories map {category: [keywords]}. Uses predefined if omitted."}},"required":["text"]} |
| output_schema | {"type":"object","properties":{"category":{"type":"string","description":"Top predicted category"},"confidence":{"type":"number","description":"Confidence score 0-100"},"top_categories":{"type":"array","description":"Top 3 categories with scores"}}} |
| metadata | {"requires":{"env":["CLAW0X_API_KEY"]}} |
Classify text into categories using keyword matching and TF-IDF scoring. Supports 8 predefined categories (technology, business, science, health, sports, politics, entertainment, education) or custom categories you define.
export CLAW0X_API_KEY="ck_live_..."FREE. No charge per call.
Input:
{
"text": "The new GPU from NVIDIA delivers 2x performance for machine learning workloads, making it ideal for training large language models."
}
Output:
{
"category": "technology",
"confidence": 85,
"top_categories": [
{"category": "technology", "score": 12.5},
{"category": "business", "score": 2.1},
{"category": "science", "score": 1.8}
]
}
| Code | Meaning |
|---|---|
| 400 | Text too short (<10 chars) or too long (>50K) |
| 401 | Missing or invalid API key |
| 500 | Classification failed (not billed) |
Claw0x is the native skills layer for AI agents.