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translator/references/ai-skills.md
skillfactor-pipeline bbf3543ef7 feat: translator skill package v0.1.0
2026-08-14 17:43:09 +02:00

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External AI agent skills — translator

Proven, publicly available AI agent skills mapped to this occupation. Nothing is copied from the sources: every entry is a name, a one-line summary and a link to the upstream skill package. Each section names its source repository, commit, license and retrieval date.

Tiers: core = the skill directly exercises a top market hard skill, tool or method (from gated job-ad evidence) or an essential ESCO competence of this occupation; adjacent = plausibly useful, secondary. Entries are capped at 12 per source and 80 in total per occupation (core first, strongest matches survive); everything beyond the caps is excluded and logged in the pipeline audit trail, not in this package.

Matched deterministically (ISCO group + title/competence keywords, tiered against market evidence + ESCO essentials) by pipeline/p5_enrich_ai_skills.py on 2026-07-14.

Source: anthropics/skills

  • Repository: https://github.com/anthropics/skills (commit f6656c1, retrieved 2026-07-14)
  • License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder
Skill Tier What it adds Upstream
docx adjacent Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … source
pdf adjacent Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … source
doc-coauthoring adjacent Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer … source

Source: a5c-ai/babysitter

Skill Tier What it adds Upstream
translation-management core Integration with translation management systems and i18n workflows. Connect with Crowdin, Transifex, Weblate, manage translation memory, synchronize glossaries, and automate localization pipelines. source
qt-translation-workflow core Set up Qt Linguist workflow with .ts files, lupdate/lrelease integration, and translation management source
code-review-orchestration core 6-agent parallel code review orchestration covering architecture, security, performance, testing, quality, and documentation dimensions with weighted scoring. source

Source: AgriciDaniel/claude-blog

Skill Tier What it adds Upstream
blog-locale-audit core Audit a directory of multilingual blog content for completeness, consistency, hreflang correctness, meta-tag parity, and freshness. Builds a translation coverage matrix, flags stale translations, validates hreflang and schema, and emits a … source
blog-translate core 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 … source

Source: alirezarezvani/claude-skills

Skill Tier What it adds Upstream
culture-architect core Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by … source

Source: brycewang-stanford/Auto-Empirical-Research-Skills

Skill Tier What it adds Upstream
polish-skills core 9 editing & proofreading skills. Trigger: polishing drafts, academic tone, proofreading, translation. Design: style checkers and editing workflows for clear, concise academic English. source
ocr-translate-skills core 7 ocr & translation skills. Trigger: scanning documents, recognizing formulas, translating academic papers. Design: specialized OCR (LaTeX, handwriting) and translation for scholarly content. source
academic-translation-guide core Academic translation, post-editing, and Chinglish correction guide source
latex-translation-guide core Translate LaTeX documents preserving math formulas and structure source
science-communication core Translating technical findings for non-technical audiences. Narrative frameworks (Pyramid Principle, SCQA), plain-language translation, executive summaries, policy briefs, causal language. Use when presenting to stakeholders or reviewing … source
zotero-pdf-translate-guide core Guide to Zotero PDF Translate for multilingual PDF and annotation translation source
r-python-translation core R-to-Python translation for data analysis. Maps R packages (tidyverse, ggplot2, fixest, survey, sf, plm) to Python equivalents (polars, plotnine, pyfixest, svy, geopandas). Use when user has R background or requests R-equivalent code … source
stata-python-translation core Stata-to-Python translation for data analysis. Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy:) to Python (polars, pyfixest, statsmodels, svy). Use when user has Stata background or requests Stata-equivalent code … source
referee2 core Systematic audit and review by Referee 2. Two modes — "deck" reviews slide presentations for rhetoric, visual quality, and compile cleanliness; "code" performs cross-language replication and econometric audit of empirical pipelines. Use … source
code-review-excellence core This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review. source
proofread core Run the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files. source
zotero-pdf2zh-guide core PDF Chinese translation plugin for Zotero reference manager source

Source: davepoon/buildwithclaude

Skill Tier What it adds Upstream
docx core Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … source

Source: davila7/claude-code-templates

Skill Tier What it adds Upstream
transformers core This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, … source
whisper core OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast … source
figma-implement-design core Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or … source
quality-documentation-manager core Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management, and regulatory documentation oversight. Use … source
stable-diffusion-image-generation core State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines. source
quality-manager-qms-iso13485 core ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal … source

Source: Devin-AXIS/iPolloWork

Skill Tier What it adds Upstream
figma-code-connect core Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma component mapping, design-to-code translation, or asks to create/update .figma.ts or … source
figma-swiftui core SwiftUI ↔ Figma translation. Use whenever the user mentions Swift, SwiftUI, iOS, iPhone, or iPad — in EITHER direction — translating a Figma design into SwiftUI (design → code), or pushing SwiftUI views / screens / tokens back into a Figma … source

Source: dotnet/skills

Skill Tier What it adds Upstream
filter-syntax core Reference data for test filter syntax across all platform and framework combinations: VSTest --filter expressions, MTP filters for MSTest/NUnit/xUnit v3/TUnit, and VSTest-to-MTP filter translation. DO NOT USE directly — loaded by … source

Source: feiskyer/claude-code-settings

Skill Tier What it adds Upstream
translate core Translate English or Japanese tech articles into natural, fluent Chinese. Use whenever the user asks for Chinese translation, says "translate to Chinese" or "翻译", or provides English/Japanese content (pasted text or a file) to convert into … source

Source: foryourhealth111-pixel/Vibe-Skills

Skill Tier What it adds Upstream
transformers core This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, … source
figma-implement-design core Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or … source

Source: indranilbanerjee/digital-marketing-pro

Skill Tier What it adds Upstream
language-audit core Audit multilingual content consistency. Use when: checking language parity, regional compliance, or translation quality. source
multilingual-score core Score localized content quality. Use when: checking translation accuracy, cultural adaptation, or voice preservation. source

Source: infrasity-labs/dev-gtm-claude-skills

Skill Tier What it adds Upstream
blog-locale-audit core Audit a directory of multilingual blog content for completeness, consistency, hreflang correctness, meta-tag parity, and freshness. Builds a translation coverage matrix, flags stale translations, validates hreflang and schema, and emits a … source
blog-translate core 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 … source

Source: jabrena/plinth

Skill Tier What it adds Upstream
511-frameworks-micronaut-jdbc core Use when you need programmatic JDBC in Micronaut — pooled DataSource, parameterized SQL, io.micronaut.transaction.annotation.Transactional, batching, and domain exception translation. This should trigger for requests such as Review JDBC or … source

Source: jeremylongshore/claude-code-plugins-plus-skills

Skill Tier What it adds Upstream
contract-review core Orchestrates a comprehensive multi-agent contract review that analyzes risk, plain-English translation, missing protections, and compliance in parallel. Use when a user shares a contract and wants a full review, safety score, or executive … source
lokalise-data-handling core Implement Lokalise translation data handling, PII management, and compliance patterns. Use when handling sensitive translation data, implementing data redaction, or ensuring compliance with privacy regulations for Lokalise integrations. … source
lokalise-migration-deep-dive core Execute major migration to Lokalise from other TMS platforms with data migration strategies. Use when migrating to Lokalise from competitors, performing data imports, or re-platforming existing translation management to Lokalise. Trigger … source
algolia-migration-deep-dive core Migrate to Algolia from Elasticsearch, Typesense, or Meilisearch. Covers data migration, query translation, replaceAllObjects zero-downtime swap, and strangler fig traffic shifting. Trigger: "migrate to algolia", "switch to algolia", … source
lokalise-ci-integration core Configure Lokalise CI/CD integration with GitHub Actions and automated sync. Use when setting up automated translation sync, configuring CI pipelines, or integrating Lokalise into your build process. Trigger with phrases like "lokalise … source
lokalise-core-workflow-a core Execute Lokalise primary workflow: Upload source files and manage translation keys. Use when uploading translation files, creating/updating keys, or managing source strings in Lokalise projects. Trigger with phrases like "lokalise upload", … source
lokalise-core-workflow-b core Manage Lokalise secondary workflow: Download translations and integrate with app. Use when downloading translation files, exporting translations, or integrating Lokalise output into your application. Trigger with phrases like "lokalise … source
lokalise-local-dev-loop core Configure Lokalise local development with file sync and hot reload. Use when setting up a development environment, configuring translation sync, or establishing a fast iteration cycle with Lokalise. Trigger with phrases like "lokalise dev … source
lokalise-webhooks-events core Implement Lokalise webhook handling and event processing. Use when setting up webhook endpoints, handling translation events, or building automation based on Lokalise notifications. Trigger with phrases like "lokalise webhook", "lokalise … source
oraclecloud-migration-deep-dive core Migrate workloads from AWS or Azure to OCI \u2014 IAM translation, networking\ \ mapping, compute image import, and data migration.\nUse when planning an AWS-to-OCI\ \ or Azure-to-OCI migration, translating cloud concepts, or importing … source

Source: JimLiu/baoyu-skills

Skill Tier What it adds Upstream
baoyu-translate core This skill should be used when the user asks to "translate", "翻译", "精翻", "translate article", "translate to Chinese", "translate to English", "改成中文", "改成英文", "convert to Chinese", "localize", "本地化", "refined translation", "精细翻译", … source
baoyu-youtube-transcript core Downloads YouTube video transcripts/subtitles and cover images by URL or video ID. Supports multiple languages, translation, chapters, and speaker identification. Caches raw data for fast re-formatting. Use when user asks to "get YouTube … source

Source: microsoft/skills

Skill Tier What it adds Upstream
azure-ai-translation-ts core Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliteration, language detection, or batch … source
azure-ai-translation-text-py core Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Triggers: "text translation", "translator", "translate text", … source
azure-ai-translation-document-py core Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", … source

Source: mohitagw15856/pm-claude-skills

Skill Tier What it adds Upstream
professional-translator core Translate text professionally — preserving tone, register, and meaning, not word-for-word. Use when asked to translate a document, email, or content between languages, or to improve a literal/machine translation. Produces a natural, … source
glossary-builder core Build a translation/terminology glossary so a product's key terms render consistently everywhere. Use when asked to create a glossary, a termbase, a do-not-translate list, or to keep terminology consistent across translators/locales. … source
transcreation core Transcreate marketing/brand copy for another language and culture — recreate the impact, not the words. Use when asked to adapt a tagline, ad, slogan, campaign, or brand message for a new market, or when a translation is 'correct but … source

Source: mukul975/Anthropic-Cybersecurity-Skills

Skill Tier What it adds Upstream
analyzing-macro-malware-in-office-documents core Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA … source

Source: nexscope-ai/eCommerce-Skills

Skill Tier What it adds Upstream
shopify-international core Shopify Markets — multi-currency, translation, duties/taxes, localized pricing, market-specific content source

Source: NoizAI/skills

Skill Tier What it adds Upstream
video-translation core Translate and dub videos from one language to another, replacing the original audio with TTS while keeping the video intact. source

Source: nWave-ai/nWave

Skill Tier What it adds Upstream
nw-bdd-requirements core BDD requirements discovery methodology - Example Mapping, Three Amigos, conversational patterns, Given-When-Then translation, and collaborative specification source

Source: omergocmen/vibe-coder-kit

Skill Tier What it adds Upstream
code-review core Systematic code review skill covering both requesting a review (pre-commit checklist) and receiving and responding to review feedback. Checks code quality, security, test coverage, architectural alignment, and documentation before any code … source

Source: Orchestra-Research/AI-research-SKILLs

Skill Tier What it adds Upstream
whisper core OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast … source
stable-diffusion-image-generation core State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines. source

Source: pedrohcgs/claude-code-my-workflow

Skill Tier What it adds Upstream
translate-to-quarto core Translate a Beamer .tex lecture to a Quarto RevealJS .qmd mirror. Multi-phase: TikZ extraction → slide-by-slide translation → citation conversion → automatic QA parity check. Use when user says "translate to quarto", "port to … source
proofread core Read-only proofreading pass over lecture .tex or .qmd files. Checks grammar, typos, overflow, terminology consistency, and academic writing quality; produces a report without editing. Use when user says "proofread", "check for typos", … source

Source: rampstackco/claude-skills

Skill Tier What it adds Upstream
internationalization core Plan and run a multi-language or multi-region site. Use this skill when adding new locales, choosing URL structure for languages (subfolders vs subdomains vs ccTLDs), implementing hreflang, planning translation workflow, handling currency … source
brand-voice core Develop or document a complete brand voice and tone system covering voice attributes, tone shifts by context, vocabulary preferences, grammar rules, and copy examples. Use this skill whenever the user wants to define how a brand sounds, … source

Source: rsmdt/the-startup

Skill Tier What it adds Upstream
writing-skills core Use when creating new skills, editing existing skills, auditing skill quality, converting skills to markdown conventions, or verifying skills before deployment. Triggers include skill authoring requests, skill review needs, or "the skill … source

Source: rudrankriyam/app-store-connect-cli-skills

Skill Tier What it adds Upstream
asc-localize-metadata core Automatically translate and sync App Store metadata (description, keywords, what's new, subtitle) to multiple languages using LLM translation and asc CLI. Use when asked to localize an app's App Store listing, translate app descriptions, … source

Source: secondsky/claude-skills

Skill Tier What it adds Upstream
internationalization-i18n core Implements multi-language support using i18next, gettext, or Intl API with translation workflows and RTL support. Use when building multilingual applications, handling date/currency formatting, or supporting right-to-left languages. source

Source: snyk/agent-scan

Skill Tier What it adds Upstream
docx core Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … source

Source: vibeeval/vibecosystem

Skill Tier What it adds Upstream
design-to-code core Figma-to-code translation, design tokens, spacing/typography scales, responsive breakpoints, and design system bridge patterns. source

Source: yaojingang/yao-meta-skill

Skill Tier What it adds Upstream
yao-meta-skill core Create/improve/evaluate agent skills from workflows, prompts, SOPs, scripts. Use for migration/release/package, routing, evals/tests, install checks, 优化已有 skill, 补 trigger 评测. Exclude no-skill summary/translation/docs. source

Source: zechenzhangAGI/AI-research-SKILLs

Skill Tier What it adds Upstream
whisper core OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast … source
stable-diffusion-image-generation core State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines. source

Source: coreyhaines31/marketingskills

Skill Tier What it adds Upstream
content-strategy adjacent When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic … source
copywriting adjacent When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this … source
image adjacent When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' … source
sales-enablement adjacent When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' … source