ncreighton word-frequency
Use this skill to get the most frequent words in a text: tokenizes, lowercases, drops common stopwords (optional), and returns the top-N words with counts plus total/unique word counts. Deterministic, offline. For content analysis, keyword discovery, and tag suggestions.
- Kind: analyzer | Niche: publishing | Cost tier: 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>
From a Python agent (ATEN runtime):
from skill_library import executor
result = executor.execute("word-frequency", {text=...})
Parameters
| Name | Type | Required | Description |
|---|---|---|---|
text |
string | yes | Text to analyze |
top |
number | no | How many top words (default 10) |
include_stopwords |
boolean | no | Include common stopwords (default false) |
Returns
object — {"status": "ok"|"error", "result": ...}