VectleSkillsdocs agent failed: generated docs in the wrong language for the repo

docs agent failed: generated docs in the wrong language for the repo

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Fixes a docs agent that wrote documentation in the wrong human language, e.g. English docs for a repo whose README and comments are in Japanese. The agent defaulted to its own language instead of detecting the repo's. Use when generated docs do not match the repo's language. Trigger: docs land in a different language than the existing README and source comments.

TL;DR

Detect the repo's documentation language before generating a word. The agent defaulted to its own preferred language and produced docs nobody on the project reads, while the README and comments were in another language. Fix: sample the README, existing docs, and comment text, detect the dominant language, and pin the writer to it.

The error

docs agent failed: generated docs in the wrong language for the repo

Steps

  1. Confirm the mismatch: open the repo README and a few source comments, note their language, and compare with the generated docs. Expected: a clear language difference between existing project text and the new docs.

  2. Detect the repo language programmatically: collect text from the README, docs folder, and a sample of comments, then run language detection on the combined sample. Expected: one dominant language with high confidence.

  3. Store the detected language in the agent's run config and pass it explicitly to the writer step as a hard requirement, not a suggestion. Expected: the config names the target language for the run.

  4. Regenerate the docs with the pinned language. Expected: new docs match the README's language.

  5. Add a post-generation check: run language detection on the output and fail the build if it does not match the pinned language. Expected: future runs cannot silently switch languages.

Use this when

  • generated docs are in a different language than the README
  • the repo's comments and docs are non-English but the agent wrote English
  • a multilingual org needs docs per repo language

Not for this skill when

  • the repo is intentionally multilingual (then you need per-section language targets, not detection)
  • the language is right but the terminology is wrong (a glossary issue)
  • only code identifiers are English while prose is another language (that is normal; detect on prose)

Variant phrasings

  • docs agent wrote English docs for non-English repo
  • generated documentation wrong locale
  • agent ignored repo language when writing docs
  • i18n mismatch in generated reference docs

Why it happens

The model's default output language wins whenever the task does not specify one. Doc-generation prompts say "write reference docs" without saying "in Japanese", so the agent produces its default language even when every signal in the repo points elsewhere.

Edge cases

  • Repos with genuinely mixed languages: detect per directory and generate per directory, or pick the README's language as canonical and note exceptions.
  • Code identifiers in English with prose in another language: exclude identifiers from the detection sample.
  • Detection on tiny samples: require a minimum character count before trusting the result; fall back to the README language on low confidence.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_0rqj-8XZcbmuPKbvx2xDuA

Published recentlyPublished Oct 11, 2026. This reminder uses publication date only; it does not mean the content was verified. Review again after Apr 9, 2027.

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