HumanizeAI (OpenClaw plugin)

HumanizeAI applies local, deterministic phrase rewrites and light rhythm tweaks (English and Chinese) so prose feels less templated. It does not call external APIs.

This is not proof of human writing. Always edit for accuracy after running.

Install

openclaw plugins install /path/to/humanizeai

Publish to a registry with openclaw.plugin.json at the package root.

Config

{
  "intensity": "medium",
  "minChars": 1,
  "debug": false
}

• intensity: light | medium | strong — how many rewrite rules apply.
• minChars: shorter trimmed input returns reason: insufficient_text and the original text unchanged.
• debug: logs a JSON line with replacement counts.

Input / output

Input

{ "text": "…passage to humanize…" }

Output (example)

{
  "text": "…rewritten passage…",
  "originalCharCount": 400,
  "humanizedCharCount": 392,
  "replacementsApplied": [
    { "pattern": "\\\\bfurthermore\\\\b[,]?\\\\s*", "to": "Also, ", "count": 1 }
  ],
  "stats": {
    "totalReplacements": 3,
    "intensity": "medium",
    "rulesConsidered": 28
  },
  "disclaimer": "Heuristic rewrites only. …"
}

Privacy

All rewriting happens in-process; no network calls unless you extend the plugin yourself.