Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Translate existing blog posts into one or more target languages with SEO-optimized localization. Produces native-quality translations that preserve markdown structure, frontmatter, schema JSON-LD, image and chart embeds, and citation capsules. Localizes keywords, meta tags, numbers, dates, currencies, and quote styles per locale. Flags machine-translation artifacts for review. Run BEFORE blog-localize: this handles language conversion; localize handles cultural adaptation after translation completes. Use when user says "translate blog", "blog translate", "uebersetzen", "traduire", "traducir", "translate post", "blog auf Deutsch", "blog en espanol".
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Translates an existing blog post into one or more target languages. Unlike generic translation, this skill produces SEO-optimized, publication-ready content with localized keywords, meta tags, and culturally correct formatting.
Load on demand:
references/translation-rules.md, format preservation, number/date/currency
formats per locale, quote handling, quality criteria.references/cultural-adaptation.md, cultural profiles per locale (DACH,
Francophone, Hispanic, Japanese, custom). This file is shared with
blog-localize (do not duplicate).lang field.lang attribute.--to as comma-separated ISO 639-1 codes
(de,fr,es,ja,pt-BR). If --to is missing, ask the user once: "Which
languages should I translate to? Provide ISO 639-1 codes (e.g., de, fr,
es, ja, pt-BR)."jp becomes
"Did you mean ja for Japanese?"). If a target equals the source
language, skip it with a notice.Extract the translatable surface:
title, description, tags, author (only when
translatable, e.g. role labels, not personal names).alt text and <figcaption> content.<text> and <tspan> content; preserve every SVG attribute (x,
y, font-size, fill, transform).Preserve unchanged:
[INTERNAL-LINK: ...]).Identify the primary and secondary keywords for Phase 3.
For each target language:
Spawn the blog-translator agent (via Task) for each target language with:
references/translation-rules.md and the cultural profile in
references/cultural-adaptation.md if one exists for the target locale.Run agents in parallel when translating into multiple languages.
The agent returns the fully translated post in the same format as the input.
For each translated version:
lang: "de"
translatedFrom: "en"
translatedDate: "YYYY-MM-DD"
slug: "wie-man-ki-slop-vermeidet"
references/translation-rules.md).translations/
{lang}/{localized-slug}.{ext}
When invoked from blog-multilingual, save into
multilingual/{lang}/{localized-slug}.{ext} instead.Scan the output for machine-translation artifacts before reporting done:
Flag every issue inline (file path, line number, fix suggestion). The translator agent should re-pass any flagged passage before delivery.
## Translation complete: [Original title]
### Source
- Language: [source]
- File: [source path]
### Translations
| Language | File | Keywords adapted | Status |
|----------|------|------------------|--------|
| de | translations/de/{slug}.md | [N] | ok |
| fr | translations/fr/{slug}.md | [N] | ok |
### Quality checks
- Structural integrity: pass / fail per language
- Meta tags localized: pass / fail per language
- Numbers, dates, currencies formatted per locale: pass / fail
- Keywords localized: [N] keywords adapted
- Machine-translation artifacts flagged: [N] (see notes above)
### Next steps
- Run `/blog localize <file> --locale <code>` for cultural deep-adaptation.
- Run `/blog locale-audit translations/` to verify completeness.
- Use `/blog multilingual` to combine write, translate, localize, hreflang
in one command.
| Scenario | Action |
|---|---|
| Unsupported language code | Suggest the correct ISO 639-1 code |
| Source equals a target | Skip with "Source is already in [lang]" |
| File not found | Report error with suggested path |
| Translator agent timeout | Retry once, then report partial results |
| Binary or non-text file | Report error, suggest correct file |
/blog localize <file> --locale <code>/blog locale-audit <directory>/blog multilingual <topic> --languages <codes>还没有评价。欢迎分享你的使用感受。
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Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
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Format CVs for academic positions with publications, grants, and teaching
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Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
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Create accessibility testing plans covering assistive technologies and WCAG criteria.
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When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
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