ncreighton keyword-density
Use this skill to compute how often a target keyword (or phrase) appears in a text, as a raw count and as a percentage of total words (0-100). Case-insensitive, whole-word matching, supports multi-word phrases. Deterministic, offline. Flags over-optimization above 3%.
- 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> --keyword <string>
From a Python agent (ATEN runtime):
from skill_library import executor
result = executor.execute("keyword-density", {text=..., keyword=...})
Parameters
| Name | Type | Required | Description |
|---|---|---|---|
text |
string | yes | The body text |
keyword |
string | yes | Keyword or phrase to measure |
Returns
object — {"status": "ok"|"error", "result": ...}