git:20260705.2fd4f06 to git:20260918.40e721d

1 added, 1 removed. Audit A to A.

---

name: content-locale-humanize-th

title: "Thai Native-Fluency Calibration"

- description: "Per-language calibration anchors for detecting AI-slop and translationese in Thai (th) target text — auto-loads alongside content-locale-humanize when the target language is Thai."

+ description: "Per-language calibration anchors for detecting AI-slop and translationese in Thai (th) target text; auto-loads alongside content-locale-humanize when the target language is Thai."

license: Apache-2.0

compatibility: "Extends content-locale-humanize's AI-Slop & Translationese dimension. Load both together — this file has no rubric of its own."

domains: content

rules:

- content(thai)

- match(\bth-TH\b)

- match(\bThai\b)

- match(ภาษาไทย)

- semantic(check if this Thai translation sounds native)

- semantic(eliminate translationese from this Thai text)

---

## Overview

Sourced calibration anchors for Thai, feeding `content-locale-humanize`'s AI-Slop & Translationese dimension. This is a calibration aid, not the checklist — reason natively beyond it (see the core skill's "why structure, not word lists" section).

## Instructions

Sourcing confidence: weakest of any language in this set. A targeted search turned up Thai-specific AI-detection tooling but no independently-documented word-level or phrase-level AI tells — don't invent a plausible-sounding list to fill the gap.

Lean entirely on the structural checks in `content-locale-humanize` for Thai: source-syntax interference (Thai has no articles, no verb tense inflection, and a different clause-topicalization pattern than English — literal English sentence structure carried into Thai is unusually visible), sentence-rhythm clustering, connector-pileup, and paragraph-opener templating. Thai's lack of spaces between words and different clause-boundary conventions also make burstiness/rhythm judgments harder to make by eye — read for natural clause-break rhythm rather than word-count.

If a genuine Thai-specific AI-tell word list becomes available, add it here — this file exists as the attachment point.

## References

No solid per-language sourcing found as of this writing; see Overview.