| name | kode-thai |
| description | Run an iterative audit-and-fix loop on Thai prose using the kien-thai skill — repeats audit/fix passes until a full pass produces zero new edits. TRIGGER when user invokes `/kode-thai`, asks for "audit loop" / "วน audit" / "ตรวจวนๆ" / "ขัดภาษาไทยให้สุด" on Thai writing, says variants of "แก้ไปเรื่อยๆ จนกว่าจะไม่เจอที่ผิด", or explicitly requests repeated review passes on Thai prose. DO NOT TRIGGER for single-pass rewrites or one-off Thai edits (use kien-thai directly), or for non-Thai content. |
kode-thai
โคตรไทย — invoke kien-thai in a loop until the prose stops changing.
Why this exists
Single-pass review misses issues that only surface after earlier fixes shift
sentence shape. A connective collapses, the next sentence's framing changes, a
new awkward seam appears. Loop until clean.
Protocol
-
Load kien-thai in full — SKILL.md plus all eight references
(ai-tells.md, craft.md, grammar.md, style-rules.md, register.md,
examples.md, exemplars.md, forbidden-phrases.md). Don't skip
references. Both audit and fix passes need depth — this is a deep
language-analysis job, not mechanical scanning. (The pytest harness injects
a leaner audit-mode bundle instead — register-scoped, draft-workflow
sections stripped; see the project CLAUDE.md "Two-tier injection". "In
full" governs interactive runs.)
-
Read the target file end-to-end before editing anything. Skim-and-fix
produces shallow passes.
-
Audit pass. Deep-read end-to-end first, then list every issue. Cite each
issue with the rule's slug (e.g. f4/targhak-closure, wrong-classifier,
f6/ko-resumptive) and quote the offending text inline. As a pre-check,
scan forbidden-phrases.md against the prose — un-backticked occurrences
only (use/mention exemption). If everything passes, output a single line
CLEAN — no prose, no commentary.
-
Fix pass. Apply the listed edits.
-
Re-read the edited file end-to-end. Diff-level review misses paragraph-flow
problems that only show on full re-read.
-
Repeat steps 3–5 until one audit pass produces zero new issues.
-
Stop only on a clean pass — not on "good enough", not on "running out of
obvious things". If you think it's done, run one more audit pass to confirm.
Stop condition
The loop ends when an audit pass surfaces zero edits. A pass that finds one
issue and fixes it doesn't end the loop — the next pass might surface a new
issue caused by that fix. Only a fully clean pass terminates.
Token cost
Each pass reloads kien-thai (~tens of thousands of tokens of skill +
references) plus the full target file. For long prose this compounds fast.
Warn the user before starting on files over ~1000 words so they can decide
whether to scope the loop to a section.
Best input: a Thai-native model draft
This loop audits any Thai prose, but its highest-value use is over a draft from
a Thai-native model (Typhoon and peers), not Claude/Codex output. See
kien-thai's "Best output" section and skills/kien-thai/scripts/: run
thai-route.sh to produce the draft, then run this loop on it. The route
script handles drafting and fallback; this loop is the audit half — the part
that is language judgment, not a scriptable transform.
Relationship to kien-thai
kien-thai is the rule set. kode-thai is the loop. kode-thai doesn't add
new rules — it enforces that kien-thai's rules get applied to convergence. If
the audit surfaces a pattern no kien-thai rule covers, follow the iteration
discipline in the project CLAUDE.md ("Iteration discipline — READ FIRST"):
trace the gap before adding a rule, don't synthesize on vibes.
