| 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. |
| 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.
