From bbf3543ef77be2a98c51e5cc837dbd2502c85c10 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:43:09 +0200 Subject: [PATCH] feat: translator skill package v0.1.0 --- PROVENANCE.md | 31 +++ SKILL.md | 63 ++++++ manifest.json | 274 ++++++++++++++++++++++++++ references/ai-skills.md | 370 ++++++++++++++++++++++++++++++++++++ references/berufsbild-de.md | 81 ++++++++ references/market.md | 104 ++++++++++ references/profile.md | 36 ++++ references/skills.md | 92 +++++++++ references/tasks.md | 36 ++++ references/tools.md | 47 +++++ 10 files changed, 1134 insertions(+) create mode 100644 PROVENANCE.md create mode 100644 SKILL.md create mode 100644 manifest.json create mode 100644 references/ai-skills.md create mode 100644 references/berufsbild-de.md create mode 100644 references/market.md create mode 100644 references/profile.md create mode 100644 references/skills.md create mode 100644 references/tasks.md create mode 100644 references/tools.md diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..2d96e3e --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — translator + +Where the content of this skill package comes from, counted by +content items (tasks, competences, tools, evidence entries, curated +knowledge). Rendered live by Gitea: + +```mermaid +%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%% +pie showData + title Content sources — translator + "ESCO (occupation & competences)" : 61 + "O*NET (tasks & tools)" : 56 + "Job boards (market evidence)" : 67 + "Anthropic official Claude skills" : 6 + "External AI skill packs (mapped)" : 176 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 61 | 16.7 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 56 | 15.3 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 67 | 18.3 % | references/market.md (full report) + "Market evidence" headline sections | +| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ | +| Anthropic official Claude skills | 6 | 1.6 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 176 | 48.1 % | references/ai-skills.md (per-source attribution inside) | +| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) | + +Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) · +job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content +paraphrased with source URLs — never copied · external AI skills are +linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..6cea19f --- /dev/null +++ b/SKILL.md @@ -0,0 +1,63 @@ +--- +name: translator +description: "Occupational skill for the role 'translator' (also: business translator, editorial translator, sworn translator, translation project manager, book translator, language specialist). Use when the user asks for typical translator work such as: typical translator responsibilities" +--- + +# Translator + +Translators transcribe written documents from one or more languages to another ensuring that the message and nuances therein remain in the translated material. They translate material backed up by an understanding of it, which can include commercial and industrial documentation, personal documents, journalism, novels, creative writing, and scientific texts delivering the translations in any format. + +## Core workflow + + +## How to use this skill + +- Read [references/profile.md](references/profile.md) for the occupation profile and scope. +- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory. +- Check [references/skills.md](references/skills.md) for essential vs. optional competences. +- Check [references/tools.md](references/tools.md) for the software commonly used in this role. +- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution). + +## Key competences (essential) + +- apply grammar and spelling rules +- comprehend the material to be translated +- consult information sources +- develop a translation strategy +- follow an ethical code of conduct for translation activities +- follow translation quality standards +- grammar +- information confidentiality +- maintain updated professional knowledge +- master language rules +- observe confidentiality +- office software +- preserve original text +- proofread text +- provide written content + +## Hot technologies + +- Hypertext markup language HTML +- Microsoft Access +- Microsoft Excel +- Microsoft Office software +- Microsoft Outlook +- Microsoft PowerPoint +- Microsoft Word + + + + +## Hot technologies + +Top tools from 40 gated job ads (see references/market.md, as of 2026-07-20): + +- Epic software — 30 % +- Microsoft Office — 22 % +- Microsoft Excel — 8 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/1a07bd7d-2e1d-4930-a84a-1a442b8f2a44), O*NET 30.3 (27-3091.00, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..0b549d2 --- /dev/null +++ b/manifest.json @@ -0,0 +1,274 @@ +{ + "name": "translator", + "title": "translator", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/1a07bd7d-2e1d-4930-a84a-1a442b8f2a44", + "esco_code": "2643.6", + "isco_group": "2643", + "onet_soc": "27-3091.00", + "crosswalk_match": "manual nearest via ISCO 2643 (Interpreters and Translators)" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download", + "counts": { + "tasks": 0, + "dwas": 0, + "skills_essential": 24, + "skills_optional": 36, + "software": 0 + }, + "enrichment_ai_skills": { + "generated": "2026-07-14", + "method": "deterministic mapping (ISCO prefix + title/competence keywords)", + "sources": { + "anthropics/skills": { + "repo": "https://github.com/anthropics/skills", + "commit": "f6656c1", + "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder", + "skills": 3 + }, + "coreyhaines31/marketingskills": { + "repo": "https://github.com/coreyhaines31/marketingskills", + "commit": "33218ff", + "license": "MIT", + "skills": 4 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 3 + }, + "microsoft/skills": { + "repo": "https://github.com/microsoft/skills", + "commit": "dc543aa", + "license": "MIT", + "skills": 3 + }, + "indranilbanerjee/digital-marketing-pro": { + "repo": "https://github.com/indranilbanerjee/digital-marketing-pro", + "commit": "a3d119c", + "license": "MIT", + "skills": 2 + }, + "NoizAI/skills": { + "repo": "https://github.com/NoizAI/skills", + "commit": "2a0e09d", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 2 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 6 + }, + "feiskyer/claude-code-settings": { + "repo": "https://github.com/feiskyer/claude-code-settings", + "commit": "0eb042a", + "license": "MIT", + "skills": 1 + }, + "Orchestra-Research/AI-research-SKILLs": { + "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 2 + }, + "zechenzhangAGI/AI-research-SKILLs": { + "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs", + "commit": "773a529", + "license": "MIT", + "skills": 2 + }, + "secondsky/claude-skills": { + "repo": "https://github.com/secondsky/claude-skills", + "commit": "c4889f6", + "license": "MIT", + "skills": 1 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 12 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 3 + }, + "jabrena/plinth": { + "repo": "https://github.com/jabrena/plinth", + "commit": "065eae8", + "license": "Apache-2.0", + "skills": 1 + }, + "rudrankriyam/app-store-connect-cli-skills": { + "repo": "https://github.com/rudrankriyam/app-store-connect-cli-skills", + "commit": "ae57034", + "license": "MIT", + "skills": 1 + }, + "JimLiu/baoyu-skills": { + "repo": "https://github.com/JimLiu/baoyu-skills", + "commit": "6b7a2e4", + "license": "MIT", + "skills": 2 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 10 + }, + "Devin-AXIS/iPolloWork": { + "repo": "https://github.com/Devin-AXIS/iPolloWork", + "commit": "5107542", + "license": "custom (see upstream LICENSE)", + "skills": 2 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 2 + }, + "pedrohcgs/claude-code-my-workflow": { + "repo": "https://github.com/pedrohcgs/claude-code-my-workflow", + "commit": "be53c12", + "license": "MIT", + "skills": 2 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 1 + }, + "vibeeval/vibecosystem": { + "repo": "https://github.com/vibeeval/vibecosystem", + "commit": "cea9462", + "license": "MIT", + "skills": 1 + }, + "AgriciDaniel/claude-blog": { + "repo": "https://github.com/AgriciDaniel/claude-blog", + "commit": "49842ea", + "license": "MIT", + "skills": 2 + }, + "infrasity-labs/dev-gtm-claude-skills": { + "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills", + "commit": "02cfefb", + "license": "MIT", + "skills": 2 + }, + "nWave-ai/nWave": { + "repo": "https://github.com/nWave-ai/nWave", + "commit": "1d0f13c", + "license": "MIT", + "skills": 1 + }, + "nexscope-ai/eCommerce-Skills": { + "repo": "https://github.com/nexscope-ai/eCommerce-Skills", + "commit": "56f3288", + "license": "MIT", + "skills": 1 + }, + "yaojingang/yao-meta-skill": { + "repo": "https://github.com/yaojingang/yao-meta-skill", + "commit": "4eb11f9", + "license": "MIT", + "skills": 1 + }, + "dotnet/skills": { + "repo": "https://github.com/dotnet/skills", + "commit": "79a2ada", + "license": "MIT", + "skills": 1 + }, + "omergocmen/vibe-coder-kit": { + "repo": "https://github.com/omergocmen/vibe-coder-kit", + "commit": "76c5b30", + "license": "MIT", + "skills": 1 + }, + "rsmdt/the-startup": { + "repo": "https://github.com/rsmdt/the-startup", + "commit": "ff6a0be", + "license": "MIT", + "skills": 1 + }, + "mukul975/Anthropic-Cybersecurity-Skills": { + "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", + "commit": "673da1f", + "license": "Apache-2.0", + "skills": 1 + }, + "davepoon/buildwithclaude": { + "repo": "https://github.com/davepoon/buildwithclaude", + "commit": "3c94e0c", + "license": "MIT", + "skills": 1 + }, + "snyk/agent-scan": { + "repo": "https://github.com/snyk/agent-scan", + "commit": "f3a4621", + "license": "Apache-2.0", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 73, + "adjacent": 7 + } + }, + "provenance": { + "items": { + "esco": 61, + "onet": 56, + "jobads": 67, + "wiki_ai": 0, + "anthropic": 6, + "ai_skills": 176, + "stackx": 0 + }, + "share_percent": { + "esco": 16.7, + "onet": 15.3, + "jobads": 18.3, + "wiki_ai": 0.0, + "anthropic": 1.6, + "ai_skills": 48.1, + "stackx": 0.0 + }, + "method": "content items per source category" + }, + "collar": "white", + "computer_work": true +} \ No newline at end of file diff --git a/references/ai-skills.md b/references/ai-skills.md new file mode 100644 index 0000000..9b8d486 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,370 @@ +# 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](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](https://github.com/anthropics/skills/tree/main/skills/docx) | +| `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](https://github.com/anthropics/skills/tree/main/skills/pdf) | +| `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](https://github.com/anthropics/skills/tree/main/skills/doc-coauthoring) | + +## Source: a5c-ai/babysitter + +- Repository: [https://github.com/a5c-ai/babysitter](https://github.com/a5c-ai/babysitter) (commit `44a5d58b`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/technical-documentation/skills/translation-management) | +| `qt-translation-workflow` | core | Set up Qt Linguist workflow with .ts files, lupdate/lrelease integration, and translation management | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/desktop-development/skills/qt-translation-workflow) | +| `code-review-orchestration` | core | 6-agent parallel code review orchestration covering architecture, security, performance, testing, quality, and documentation dimensions with weighted scoring. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/claudekit/skills/code-review-orchestration) | + +## Source: AgriciDaniel/claude-blog + +- Repository: [https://github.com/AgriciDaniel/claude-blog](https://github.com/AgriciDaniel/claude-blog) (commit `49842ea`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-locale-audit) | +| `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](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-translate) | + +## Source: alirezarezvani/claude-skills + +- Repository: [https://github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) (commit `0241f43`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/culture-architect) | + +## Source: brycewang-stanford/Auto-Empirical-Research-Skills + +- Repository: [https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills) (commit `85bf545`, retrieved 2026-07-14) +- License: CC-BY-4.0 + +| 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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/writing/polish) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/ocr-translate) | +| `academic-translation-guide` | core | Academic translation, post-editing, and Chinglish correction guide | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/writing/polish/academic-translation-guide) | +| `latex-translation-guide` | core | Translate LaTeX documents preserving math formulas and structure | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/ocr-translate/latex-translation-guide) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/science-communication) | +| `zotero-pdf-translate-guide` | core | Guide to Zotero PDF Translate for multilingual PDF and annotation translation | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/ocr-translate/zotero-pdf-translate-guide) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/r-python-translation) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/17-DAAF-Contribution-Community-daaf/dot-claude/skills/stata-python-translation) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/13-scunning1975-MixtapeTools/skills/referee2) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/code-review-excellence) | +| `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](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/proofread) | +| `zotero-pdf2zh-guide` | core | PDF Chinese translation plugin for Zotero reference manager | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/ocr-translate/zotero-pdf2zh-guide) | + +## Source: davepoon/buildwithclaude + +- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/docx) | + +## Source: davila7/claude-code-templates + +- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/transformers) | +| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/multimodal-whisper) | +| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/figma-implement-design) | +| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/quality-documentation-manager) | +| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/multimodal-stable-diffusion) | +| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/quality-manager-qms-iso13485) | + +## Source: Devin-AXIS/iPolloWork + +- Repository: [https://github.com/Devin-AXIS/iPolloWork](https://github.com/Devin-AXIS/iPolloWork) (commit `5107542`, retrieved 2026-07-14) +- License: custom (see upstream LICENSE) + +| 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](https://github.com/Devin-AXIS/iPolloWork/tree/5107542/examples/plugin-packages/figma/.opencode/skills/figma-code-connect) | +| `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](https://github.com/Devin-AXIS/iPolloWork/tree/5107542/examples/plugin-packages/figma/.opencode/skills/figma-swiftui) | + +## Source: dotnet/skills + +- Repository: [https://github.com/dotnet/skills](https://github.com/dotnet/skills) (commit `79a2ada`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-test/skills/filter-syntax) | + +## Source: feiskyer/claude-code-settings + +- Repository: [https://github.com/feiskyer/claude-code-settings](https://github.com/feiskyer/claude-code-settings) (commit `0eb042a`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/feiskyer/claude-code-settings/tree/0eb042a/skills/translate) | + +## Source: foryourhealth111-pixel/Vibe-Skills + +- Repository: [https://github.com/foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills) (commit `34429a8`, retrieved 2026-07-14) +- License: Apache-2.0 + +| 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](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/transformers) | +| `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](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/figma-implement-design) | + +## Source: indranilbanerjee/digital-marketing-pro + +- Repository: [https://github.com/indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro) (commit `a3d119c`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `language-audit` | core | Audit multilingual content consistency. Use when: checking language parity, regional compliance, or translation quality. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/language-audit) | +| `multilingual-score` | core | Score localized content quality. Use when: checking translation accuracy, cultural adaptation, or voice preservation. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/multilingual-score) | + +## Source: infrasity-labs/dev-gtm-claude-skills + +- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-locale-audit) | +| `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](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-translate) | + +## Source: jabrena/plinth + +- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14) +- License: Apache-2.0 + +| 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](https://github.com/jabrena/plinth/tree/065eae8/skills/511-frameworks-micronaut-jdbc) | + +## Source: jeremylongshore/claude-code-plugins-plus-skills + +- Repository: [https://github.com/jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (commit `e112938a`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/business-tools/general-legal-assistant/skills/contract-review) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-data-handling) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-migration-deep-dive) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/algolia-pack/skills/algolia-migration-deep-dive) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-ci-integration) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-core-workflow-a) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-core-workflow-b) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-local-dev-loop) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/lokalise-pack/skills/lokalise-webhooks-events) | +| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/oraclecloud-pack/skills/oraclecloud-migration-deep-dive) | + +## Source: JimLiu/baoyu-skills + +- Repository: [https://github.com/JimLiu/baoyu-skills](https://github.com/JimLiu/baoyu-skills) (commit `6b7a2e4`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/JimLiu/baoyu-skills/tree/6b7a2e4/skills/baoyu-translate) | +| `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](https://github.com/JimLiu/baoyu-skills/tree/6b7a2e4/skills/baoyu-youtube-transcript) | + +## Source: microsoft/skills + +- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-typescript/skills/azure-ai-translation-ts) | +| `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](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-python/skills/azure-ai-translation-text-py) | +| `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](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-python/skills/azure-ai-translation-document-py) | + +## Source: mohitagw15856/pm-claude-skills + +- Repository: [https://github.com/mohitagw15856/pm-claude-skills](https://github.com/mohitagw15856/pm-claude-skills) (commit `876fa30`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-localization/skills/professional-translator) | +| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-localization/skills/glossary-builder) | +| `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](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-localization/skills/transcreation) | + +## Source: mukul975/Anthropic-Cybersecurity-Skills + +- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14) +- License: Apache-2.0 + +| 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](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) | + +## Source: nexscope-ai/eCommerce-Skills + +- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `shopify-international` | core | Shopify Markets — multi-currency, translation, duties/taxes, localized pricing, market-specific content | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/shopify-international) | + +## Source: NoizAI/skills + +- Repository: [https://github.com/NoizAI/skills](https://github.com/NoizAI/skills) (commit `2a0e09d`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| 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](https://github.com/NoizAI/skills/tree/2a0e09d/skills/video-translation) | + +## Source: nWave-ai/nWave + +- Repository: [https://github.com/nWave-ai/nWave](https://github.com/nWave-ai/nWave) (commit `1d0f13c`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-bdd-requirements) | + +## Source: omergocmen/vibe-coder-kit + +- Repository: [https://github.com/omergocmen/vibe-coder-kit](https://github.com/omergocmen/vibe-coder-kit) (commit `76c5b30`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/omergocmen/vibe-coder-kit/tree/76c5b30/.agent/skills/code-review) | + +## Source: Orchestra-Research/AI-research-SKILLs + +- Repository: [https://github.com/Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/18-multimodal/whisper) | +| `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](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/18-multimodal/stable-diffusion) | + +## Source: pedrohcgs/claude-code-my-workflow + +- Repository: [https://github.com/pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) (commit `be53c12`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/translate-to-quarto) | +| `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](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/proofread) | + +## Source: rampstackco/claude-skills + +- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/internationalization) | +| `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](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/brand-voice) | + +## Source: rsmdt/the-startup + +- Repository: [https://github.com/rsmdt/the-startup](https://github.com/rsmdt/the-startup) (commit `ff6a0be`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/start/skills/writing-skills) | + +## Source: rudrankriyam/app-store-connect-cli-skills + +- Repository: [https://github.com/rudrankriyam/app-store-connect-cli-skills](https://github.com/rudrankriyam/app-store-connect-cli-skills) (commit `ae57034`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/rudrankriyam/app-store-connect-cli-skills/tree/ae57034/skills/asc-localize-metadata) | + +## Source: secondsky/claude-skills + +- Repository: [https://github.com/secondsky/claude-skills](https://github.com/secondsky/claude-skills) (commit `c4889f6`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/internationalization-i18n/skills/internationalization-i18n) | + +## Source: snyk/agent-scan + +- Repository: [https://github.com/snyk/agent-scan](https://github.com/snyk/agent-scan) (commit `f3a4621`, retrieved 2026-07-14) +- License: Apache-2.0 + +| 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](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/docx) | + +## Source: vibeeval/vibecosystem + +- Repository: [https://github.com/vibeeval/vibecosystem](https://github.com/vibeeval/vibecosystem) (commit `cea9462`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/design-to-code) | + +## Source: yaojingang/yao-meta-skill + +- Repository: [https://github.com/yaojingang/yao-meta-skill](https://github.com/yaojingang/yao-meta-skill) (commit `4eb11f9`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/yaojingang/yao-meta-skill/tree/4eb11f9) | + +## Source: zechenzhangAGI/AI-research-SKILLs + +- Repository: [https://github.com/zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/18-multimodal/whisper) | +| `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](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/18-multimodal/stable-diffusion) | + +## Source: coreyhaines31/marketingskills + +- Repository: [https://github.com/coreyhaines31/marketingskills](https://github.com/coreyhaines31/marketingskills) (commit `33218ff`, retrieved 2026-07-14) +- License: MIT + +| 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](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/content-strategy) | +| `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](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/copywriting) | +| `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](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/image) | +| `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](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/sales-enablement) | diff --git a/references/berufsbild-de.md b/references/berufsbild-de.md new file mode 100644 index 0000000..0cb974a --- /dev/null +++ b/references/berufsbild-de.md @@ -0,0 +1,81 @@ +# Berufsbild (Deutschland) — Übersetzer/in + +> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 8315, +> KldB 2010: B 71424 · via öffentliche BERUFENET-API, +> abgerufen 2026-07-12. Automatisches Label-Matching +> (Score 1.00); Inhalte paraphrasiert/gekürzt, Volltext beim +> Original: https://web.arbeitsagentur.de/berufenet/beruf/8315 + +## Aufgaben und Tätigkeiten kompakt + +Übersetzer und Übersetzerinnen beherrschen mehrere Sprachen und übertragen Texte aus der Ausgangssprache in die Zielsprache bzw. umgekehrt. Sie übersetzen bspw. Betriebsanleitungen, Zeugnisse, Gerichtsurteile, Verträge, Software-Benutzeroberflächen, wissenschaftliche und literarische Werke oder Untertitel für Film und Fernsehen. Da sie sich häufig mit technischen, wirtschaftlichen oder juristischen Texten beschäftigen, benötigen sie relevante Fachkenntnisse, gutes Verständnis der Ausgangs- und Zielkultur sowie Wissen um Sprach- und Kulturmittlung und in der barrierefreien Kommunikation. Sie recherchieren zu den Fachgebieten oder Themen ihrer Übersetzungen und deren Begrifflichkeiten und spezialisieren sich oft auf bestimmte Fachgebiete. + +## Tätigkeitsbezeichnungen + +Übersetzer/in + +Berufsbezeichnung in englischer SpracheTranslator (m/f) + +Berufsbezeichnungen in französischer SpracheTraducteur-interprète/Traductrice-interprète + +Traducteur/Traductrice + +## Die Tätigkeit im Überblick + +Übersetzer und Übersetzerinnen übertragen schriftlich aus der Ausgangssprache in eine Zielsprache und überwinden damit Sprachbarrieren. Sie beherrschen mehrere Sprachen und Fachgebiete sowie deren jeweilige Terminologie. + +## Aufgaben und Tätigkeiten (Beschreibung) + +Worum geht es?Übersetzer/innen übertragen schriftlich aus der Ausgangssprache in eine Zielsprache und überwinden damit Sprachbarrieren. Sie beherrschen mehrere Sprachen und Fachgebiete sowie deren jeweilige Terminologie. +Sprachen, Kulturen, FachgebieteWo es darum geht, das geschriebene Wort in eine andere Sprache zu übertragen, sind Übersetzer/innen tätig. Dabei müssen sie sich nicht nur mit der Ausgangs- und Zielsprache, sondern ebenso mit der Ausgangs- und Zielkultur auskennen, um Missverständnisse zu vermeiden. Stets achten sie sorgfältig auf die Wirkung ihrer Wortwahl in der jeweiligen Zielkultur, berücksichtigen kulturspezifische Assoziationen, übertragen gekonnt Mehrdeutigkeiten oder sprachliche Bilder und berücksichtigen dabei das jeweilige Zielpublikum. Bedarfsweise nutzen sie dieses Wissen auch bei der Redaktion maschineller Erstübersetzungen. +Bevor es an die eigentliche Übersetzungsarbeit geht, müssen die Anforderungen analysiert und bewertet werden. Dann bereiten sich Übersetzer/innen sorgfältig auf ihre Arbeit vor und machen sich mit den zu übertragenden Themen und Inhalten vertraut. Sie lesen sich in die entsprechenden Fachgebiete ein, recherchieren im Internet und legen Wörterlisten an. Sie bereiten beispielsweise die auch: Fachwortschatz + Begriffe, die speziell in einem besonderen Fachbereich vorkommen +" name="Fachterminologie">Fachterminologie eines Unternehmens in einer oder mehreren Fremdsprachen auf und führen zentrale Terminologiedatenbanken. +Übersetzung, Texterstellung, Textredaktion Übersetzer/innen übertragen Schriftstücke aus Technik, Wirtschaft, Wissenschaft, Recht oder Medizin, medizinische Gutachten, Urteile, Betriebsanleitungen oder Gebrauchsanweisungen. Ebenso können sie behördlichen und kaufmännischen Schriftverkehr sowie Konferenzen übersetzen. Auch die Anpassung von Software an die Kultur und Sprache der Endbenutzer/innen kann zu ihrem Aufgabenbereich gehören. Die sogenannte Softwarelokalisierung umfasst neben dem Übersetzen von Benutzeroberflächen auch Änderungen an Designelementen, um die Software für die Zielbenutzer/innen natürlich wirken zu lassen. +Gegebenenfalls setzen Übersetzer/innen als Hilfsmittel computergestützte bzw. KI-basierte Werkzeuge für Erstübersetzungen ein und überprüfen, korrigieren bzw. überarbeiten die generierten Texte vor Veröffentlichung und Weitergabe. Vor allem wird hier die fachliche und kulturelle Expertise der Übersetzer/innen benötigt. Teilweise übernehmen sie das Training der KI-Tools, um de + +## Aufgaben und Tätigkeiten im Einzelnen + +technische, naturwissenschaftliche, medizinische, juristische und wirtschaftliche Fachtexte übersetzen, z.B. Betriebsanleitungen, Gutachten, Verträge, Urteile, Fachliteratur + +in der Softwarelokalisierung Menüs, Benutzeroberflächen und Onlinehilfen von Softwareprogrammen übersetzen und in Bezug auf die deutsch: Verwendbarkeit + Gebrauchstauglichkeit bzw. Benutzerfreundlichkeit von Anwendungen, Produkten, Systemen oder Services +" name="Usability">Usability an den Absatzmarkt anpassen + +fremdsprachige Medienprodukte, wie Audiobeiträge oder Film- und Fernsehsendungen sowie Computerspiele für Synchronfassungen übersetzen + +Untertitel für Film, Fernsehen, Theater oder Konferenzen erstellen, dabei mit spezieller Software die gesprochene Sprache in kurze schriftliche Texte übertragen + +geschäftlichen oder behördlichen Schriftverkehr übersetzen + +als Konferenzübersetzer/in am Konferenzort innerhalb kürzester Zeit Arbeitsunterlagen wie Reden oder Beschlüsse übersetzen + +literarische Texte übersetzen, z.B. Belletristik, Comics, Theaterstücke, Hörspiele, dabei Stilistik und sprachliche Gestaltung berücksichtigen + +als beeidigte/r Übersetzer/in offiziell bestätigte Übersetzungen von Urkunden, Zeugnissen oder Dokumenten anfertigen + +Werkzeuge zur computerunterstützten Übersetzung, Recherche und Terminologieverwaltung einsetzen, maschinenübersetzte Texte überprüfen und überarbeiten + +computergestützte bzw. KI-basierte Werkzeuge für Erstübersetzungen einsetzen, generierte Texte vor Veröffentlichung und Weitergabe überprüfen, korrigieren bzw. überarbeiten, ggf. das Training der englisch: Artificial Intelligence (AI) + Teilgebiet der Informatik, das Strukturen menschlicher Intelligenz untersucht, auf Computer überträgt und Programme für intelligente Problemlösungen entwickelt, z. B. Spracherkennung +" name="Künstliche Intelligenz (KI)">KI-Tools übernehmen + +OrganisationKundenanfragen zu terminlichen, preislichen, qualitativen und technischen Anforderungen analysieren und bewerten, Übersetzungsaufträge abwickeln, im Übersetzungsmanagement ggf. Aufträge delegieren + +fremdsprachige Texte und Quellen auswerten, Original- und Zieltexte auf sachliche und sprachliche Richtigkeit überprüfen, bearbeiten, zusammenfassen und kommentieren, Wirkung von Texten in der Zielkultur berücksichtigen + +Themen, Inhalte und Terminologien recherchieren, sich über Fachgebiete, z.B. im Hinblick auf barrierefreie Kommunikation auf dem Laufenden halten + +Wörterbücher bzw. Terminologiedatenbanken erstellen und pfleg + +## Berufliche Einsatzmöglichkeiten + +Lehrtätigkeit an HochschulenDozent/Dozentin an Hochschulen und Akademien + +Studiengangkoordinator/Studiengangkoordinatorin + +Wissenschaftliche ForschungForschungsreferent/Forschungsreferentin + +Leiter einer Forschungsgruppe/Leiterin einer Forschungsgruppe + +Wissenschaftlicher Mitarbeiter/Wissenschaftliche Mitarbeiterin diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..70bba24 --- /dev/null +++ b/references/market.md @@ -0,0 +1,104 @@ +# Market evidence report — translator + +Source: **40 real job ads** (JSearch API, countries: us 26, gb 14), extracted into the MSSQL evidence store; as of 2026-07-20. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 30 | 75 % | +| n/a | 8 | 20 % | +| senior | 1 | 2 % | +| junior | 1 | 2 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Epic software | 12 | 30 % | +| 2 | Microsoft Office | 9 | 22 % | +| 3 | Microsoft Excel | 3 | 8 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | translation | 35 | 88 % | +| 2 | quality assurance | 13 | 32 % | +| 3 | interpretation | 12 | 30 % | +| 4 | transcription | 11 | 28 % | +| 5 | terminology management | 9 | 22 % | +| 6 | localization | 8 | 20 % | +| 7 | terminology maintenance | 5 | 12 % | +| 8 | summarization | 4 | 10 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | documentation translation | 12 | 30 % | +| 2 | project management | 12 | 30 % | +| 3 | training material translation | 12 | 30 % | +| 4 | software string translation | 7 | 18 % | +| 5 | tender translation | 7 | 18 % | +| 6 | software localization | 5 | 12 % | +| 7 | material translation | 4 | 10 % | +| 8 | accurate translation | 3 | 8 % | +| 9 | audio transcription | 3 | 8 % | +| 10 | written translation | 3 | 8 % | + +## Regional breakdown + +> **Corpus note:** 40 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +**Insufficient evidence** — 26 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### UK (gb) + +**Insufficient evidence** — 14 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### EU/DACH (de, at, ch, nl) + +**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + + +## Job title variants in the market + +| Title | Ads | +|---|---| +| Norwegian Translator | 7 | +| German Translator | 5 | +| INTERVIEWER/ TRANSLATOR | 2 | +| [GAMING] English into Chinese [Traditional] Translator | 1 | +| App & Website Localization English to French | 1 | +| Arabic Hassaniya (Mauritian) Linguist CAT III | 1 | +| Bilingual Arabic & French Translator & Interpreter | 1 | +| Billingual Translator - Temporary Assignment | 1 | +| Contracted Interpreter/Translator | 1 | +| English into French Patent Freelance Translator/LQA reviewer | 1 | +| Foreign Language Translator | 1 | +| Freelance Translator_EN>Korean | 1 | +| Georgian Translator Legal & LSS (Remote) | 1 | +| Hourly Translator | 1 | +| Korean <> English Translator - Molecular Biology, Embryonic, Cellular, and Evolutionary | 1 | +| Language Interpreter / Translator | 1 | +| Legal Translator and Editor | 1 | +| Primary Level Translators - Multiple Languages | 1 | +| Professional Translator - Diplomatic and Government Services | 1 | +| Senior Level Translators - Multiple Languages | 1 | +| Software Domain Expert Translator | 1 | +| Somali Translator/Linguist | 1 | +| Spanish Interpreter/Translator Intern | 1 | +| Spanish Linguist with Security Clearance | 1 | +| Tamashek/Tamasheq Translator/Linguist | 1 | + +Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold. diff --git a/references/profile.md b/references/profile.md new file mode 100644 index 0000000..39845c7 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,36 @@ +# Occupation profile — translator + +- **ESCO URI:** http://data.europa.eu/esco/occupation/1a07bd7d-2e1d-4930-a84a-1a442b8f2a44 +- **ESCO code:** 2643.6 +- **ISCO-08 group:** 2643 — Translators, interpreters and other linguists + +## Description (ESCO) + +Translators transcribe written documents from one or more languages to another ensuring that the message and nuances therein remain in the translated material. They translate material backed up by an understanding of it, which can include commercial and industrial documentation, personal documents, journalism, novels, creative writing, and scientific texts delivering the translations in any format. + +## Definition + +nan + +## Alternative labels + +- business translator +- editorial translator +- sworn translator +- translation project manager +- book translator +- language specialist +- language leader +- technical translator +- reviser +- linguistic coordinator +- video game translator +- medical translator +- language specialist consultant +- financial translator +- literary translator +- translator coordinator +- speech-to-text interpreter +- scientific translator +- translator reviser +- post-editor diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..33fdd24 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,92 @@ +# Competences — translator + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/1a07bd7d-2e1d-4930-a84a-1a442b8f2a44). + +## Essential + +- **apply grammar and spelling rules** (skill/competence) +- **comprehend the material to be translated** (skill/competence) +- **consult information sources** (skill/competence) +- **develop a translation strategy** (skill/competence) +- **follow an ethical code of conduct for translation activities** (skill/competence) +- **follow translation quality standards** (skill/competence) +- **grammar** (knowledge) +- **information confidentiality** (knowledge) +- **maintain updated professional knowledge** (skill/competence) +- **master language rules** (skill/competence) +- **observe confidentiality** (skill/competence) +- **office software** (knowledge) +- **preserve original text** (skill/competence) +- **proofread text** (skill/competence) +- **provide written content** (skill/competence) +- **review translation works** (skill/competence) +- **revise translation works** (skill/competence) +- **speak different languages** (skill/competence) +- **spelling** (knowledge) +- **translate different types of texts** (skill/competence) +- **translate tags** (skill/competence) +- **translate texts** (skill/competence) +- **update language skills** (skill/competence) +- **use dictionaries** (skill/competence) + +## Optional + +- adapt text culturally (skill/competence) +- analyse text before translation (skill/competence) +- coach employees (skill/competence) +- conduct scholarly research (skill/competence) +- court interpreting (knowledge) +- create subtitles (skill/competence) +- decode handwritten texts (skill/competence) +- develop technical glossaries (skill/competence) +- develop terminology databases (skill/competence) +- follow work schedule (skill/competence) +- identify new words (skill/competence) +- improve translated texts (skill/competence) +- keep up with language evolution (skill/competence) +- linguistics (knowledge) +- literature (knowledge) +- make abstracts (skill/competence) +- make surtitles (skill/competence) +- perform project management (skill/competence) +- perform sworn translations (skill/competence) +- postediting (knowledge) +- scientific research methodology (knowledge) +- semantics (knowledge) +- technical terminology (knowledge) +- transcreation (knowledge) +- translate language concepts (skill/competence) +- translate spoken language (skill/competence) +- type texts from audio sources (skill/competence) +- types of literature genres (knowledge) +- unseen translation (knowledge) +- use computer-aided translation (skill/competence) +- use consulting techniques (skill/competence) +- use translation memory software (skill/competence) +- use word processing software (skill/competence) +- work with authors (skill/competence) +- write research proposals (skill/competence) +- write scientific publications (skill/competence) + + + +## Market evidence (job-ad analysis, 40 ads, as of 2026-07-20) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- translation — **88 %** +- quality assurance — **32 %** +- interpretation — **30 %** +- transcription — **28 %** +- terminology management — **22 %** +- localization — **20 %** + +### Responsibilities + +- documentation translation — **30 %** +- training material translation — **30 %** +- project management — **30 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..f65465a --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,36 @@ +# Tasks & work activities — translator + +Source: O*NET 30.3, occupation 27-3091.00 (Interpreters and Translators) — manual nearest-occupation mapping via ISCO group 2643; the official ESCO crosswalk has no entry for this ESCO occupation. + +## Task statements + +- **[Core]** Follow ethical codes that protect the confidentiality of information. +- **[Core]** Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors. +- **[Core]** Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible. +- **[Supplemental]** Proofread, edit, and revise translated materials. +- **[Core]** Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions. +- **[Supplemental]** Read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages. +- **[Core]** Refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy. +- **[Core]** Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material. +- **[Supplemental]** Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary. +- **[Core]** Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary. +- **[Supplemental]** Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material. +- **[Core]** Compile information on content and context of information to be translated and on intended audience. +- **[Supplemental]** Discuss translation requirements with clients and determine any fees to be charged for services provided. +- **[Supplemental]** Adapt software and accompanying technical documents to another language and culture. +- **[Supplemental]** Educate students, parents, staff, and teachers about the roles and functions of educational interpreters. +- **[Supplemental]** Train and supervise other translators or interpreters. +- **[Supplemental]** Travel with or guide tourists who speak another language. + +## Detailed work activities + +- Compile technical information or documentation. +- Conduct research to inform art, designs, or other work. +- Confer with clients to determine needs. +- Edit written materials. +- Maintain security. +- Monitor work environment to ensure safety or adherence to specifications. +- Provide educational information to the public. +- Train others on work processes. +- Translate information for others. +- Verify accuracy of data. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..9ee239b --- /dev/null +++ b/references/tools.md @@ -0,0 +1,47 @@ +# Tools & technology — translator + +Source: O*NET 30.3, occupation 27-3091.00 (Interpreters and Translators) — manual nearest-occupation mapping via ISCO group 2643; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Hypertext markup language HTML | Web platform development software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Word | Word processing software | yes | +| AceTools.biz Ace Translator | Foreign language software | | +| Adapt It | Foreign language software | | +| AmoK Translator | Foreign language software | | +| Ashkon Translation Pad | Foreign language software | | +| Babylon Online Translator | Foreign language software | | +| DocTranslate | Foreign language software | | +| Electronic dictionaries | Dictionary software | | +| ExcelTrans Translator | Foreign language software | | +| Extensible hypertext markup language XHTML | Web platform development software | | +| Google Translate Client | Foreign language software | | +| HunterSoft Business Translator | Foreign language software | | +| Intrado SchoolMessenger | Mobile messaging service software | | +| jalada GmbH Just Translate | Foreign language software | | +| Language Engineering Corporation Translate Pro | Foreign language software | | +| Lingoes | Foreign language software | | +| OmegaT | Foreign language software | | +| Productivity software | Project management software | | +| Smart Link Corporation ImTranslator | Foreign language software | | +| Stormdance CatsCradle | Foreign language software | | +| Voice over internet protocol VoIP system software | Internet protocol IP multimedia subsystem software | | +| Web browser software | Internet browser software | | + + + +## Market evidence (job-ad analysis, 40 ads, as of 2026-07-20) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- Epic software — **30 %** +- Microsoft Office — **22 %** + +