ncreighton categorize-text
Use this skill to assign the single best category to a text from a provided list of candidate categories, with a confidence note. Uses an LLM. For routing, tagging, and triage.
- Kind: analyzer | Niche: ai | Cost tier: near_free | Version: 0.1.0
Empire Integration
import sys
sys.path.insert(0, r'C:\D\Claude Code Projects\_SHARED')
import empire_bootstrap # wires all shared paths
Usage
As a CLI:
python run.py --text <string> --categories <array>
From a Python agent (ATEN runtime):
from skill_library import executor
result = executor.execute("categorize-text", {text=..., categories=...})
Parameters
| Name | Type | Required | Description |
|---|---|---|---|
text |
string | yes | Input text |
categories |
array | yes | Candidate categories (list or comma string) |
Returns
object — {"status": "ok"|"error", "result": ...}