Text rule trends

skill · published by agentleFS · version 1 · approved by frdchang@gmail.com on 2026-10-12

Measure how the rules in versioned text files change over time: extract, cluster into themes, and compare periods.

examples/made-up/themes.json

{
 "_note": "Names for the 4 clusters in centroids.json beside this file (one k=4 fit of the made-up CONTRIBUTING.md rules). Valid only for labels assigned to those centroids.",
 "centroids_id": "sha256:2e25c70679e2e79d",
 "clusters": {
  "0": "Git: main branch, commits, secrets",
  "1": "Tests",
  "2": "Docs and changelog",
  "3": "Code style"
 },
 "themes": [
  {
   "name": "Code style",
   "clusters": [
    3
   ]
  },
  {
   "name": "Tests",
   "clusters": [
    1
   ]
  },
  {
   "name": "Docs and changelog",
   "clusters": [
    2
   ]
  },
  {
   "name": "Git: main branch, commits, secrets",
   "clusters": [
    0
   ]
  }
 ]
}