ncreighton jaccard-similarity
Use this skill to measure word-set (Jaccard) similarity between two texts (0-1), with shared-word count and a near-duplicate flag (>=0.8). Deterministic, offline. For dedup and content-overlap detection.
- 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_a <string> --text_b <string>
From a Python agent (ATEN runtime):
from skill_library import executor
result = executor.execute("jaccard-similarity", {text_a=..., text_b=...})
Parameters
| Name | Type | Required | Description |
|---|---|---|---|
text_a |
string | yes | First text |
text_b |
string | yes | Second text |
Returns
object — {"status": "ok"|"error", "result": ...}