commit aff0dc3bf171413e89dc7890c029c88a55774e69 Author: skillfactor-pipeline Date: Fri Aug 14 17:31:09 2026 +0200 feat: digital-games-developer skill package v0.1.0 diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..8d11784 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — digital-games-developer + +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 — digital-games-developer + "ESCO (occupation & competences)" : 83 + "O*NET (tasks & tools)" : 294 + "Job boards (market evidence)" : 35 + "Anthropic official Claude skills" : 11 + "External AI skill packs (mapped)" : 117 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 83 | 15.4 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 294 | 54.4 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 35 | 6.5 % | 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 | 11 | 2.0 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 117 | 21.7 % | 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..c50d970 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,53 @@ +--- +name: digital-games-developer +description: "Occupational skill for the role 'digital games developer' (also: digital games developers, digital game developer, computer games developer, games programmer, video games developer, virtual games developer). Use when the user asks for typical digital games developer work such as: typical digital games developer responsibilities" +--- + +# Digital Games Developer + +Digital games developers program, implement and document digital games. They implement technical standards in gameplay, graphics, sound and functionality. + +## 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) + +- 3D lighting +- 3D texturing +- analyse software specifications +- apply 3D imaging techniques +- computer graphics +- computer programming +- debug software +- develop digital content +- develop software prototype +- digital game genres +- execute analytical mathematical calculations +- ICT debugging tools +- integrated development environment software +- interpret technical texts +- render 3D images + +## Hot technologies + +- Adobe Acrobat +- Adobe After Effects +- Adobe Creative Cloud software +- Adobe Illustrator +- Adobe InDesign +- Adobe Photoshop +- AJAX +- Amazon DynamoDB +- Amazon Elastic Compute Cloud EC2 +- Amazon Redshift + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/9ebaf3f0-0be0-47b7-b2b1-b3b04130fa81), O*NET 30.3 (15-1255.00, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..ff14fd0 --- /dev/null +++ b/manifest.json @@ -0,0 +1,166 @@ +{ + "name": "digital-games-developer", + "title": "digital games developer", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/9ebaf3f0-0be0-47b7-b2b1-b3b04130fa81", + "esco_code": "2513.1", + "isco_group": "2513", + "onet_soc": "15-1255.00", + "crosswalk_match": "manual nearest via ISCO 2513 (Web and Digital Interface Designers)" + }, + "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": 19, + "skills_optional": 63, + "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": 8 + }, + "obra/superpowers": { + "repo": "https://github.com/obra/superpowers", + "commit": "d884ae0", + "license": "MIT (c) Jesse Vincent", + "skills": 12 + }, + "wshobson/agents": { + "repo": "https://github.com/wshobson/agents", + "commit": "6fd3247", + "license": "MIT (c) Seth Hobson", + "skills": 12 + }, + "NVIDIA/skills": { + "repo": "https://github.com/NVIDIA/skills", + "commit": "153b14b", + "license": "CC-BY-4.0 (skills/docs), Apache-2.0 (code)", + "skills": 12 + }, + "veniceai/skills": { + "repo": "https://github.com/veniceai/skills", + "commit": "de089fa", + "license": "MIT", + "skills": 5 + }, + "google/skills": { + "repo": "https://github.com/google/skills", + "commit": "b15f327", + "license": "Apache-2.0", + "skills": 2 + }, + "angular/skills": { + "repo": "https://github.com/angular/skills", + "commit": "5dd20da", + "license": "no explicit license \u2014 referenced by link only", + "skills": 2 + }, + "ConardLi/garden-skills": { + "repo": "https://github.com/ConardLi/garden-skills", + "commit": "fbd6453", + "license": "MIT", + "skills": 2 + }, + "czlonkowski/n8n-skills": { + "repo": "https://github.com/czlonkowski/n8n-skills", + "commit": "9ea3aa5", + "license": "MIT", + "skills": 12 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 1 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 2 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 3 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 3 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 1 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 1 + }, + "secondsky/claude-skills": { + "repo": "https://github.com/secondsky/claude-skills", + "commit": "c4889f6", + "license": "MIT", + "skills": 2 + } + }, + "total_skills": 80, + "tiers": { + "core": 47, + "adjacent": 33 + } + }, + "provenance": { + "items": { + "esco": 83, + "onet": 294, + "jobads": 35, + "wiki_ai": 0, + "anthropic": 11, + "ai_skills": 117, + "stackx": 0 + }, + "share_percent": { + "esco": 15.4, + "onet": 54.4, + "jobads": 6.5, + "wiki_ai": 0.0, + "anthropic": 2.0, + "ai_skills": 21.7, + "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..1c9b2fa --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,226 @@ +# External AI agent skills — digital-games-developer + +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 | +|---|---|---|---| +| `mcp-builder` | core | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python … | [source](https://github.com/anthropics/skills/tree/main/skills/mcp-builder) | +| `web-artifacts-builder` | core | Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components … | [source](https://github.com/anthropics/skills/tree/main/skills/web-artifacts-builder) | +| `webapp-testing` | core | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | [source](https://github.com/anthropics/skills/tree/main/skills/webapp-testing) | +| `frontend-design` | adjacent | Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults. | [source](https://github.com/anthropics/skills/tree/main/skills/frontend-design) | +| `claude-api` | adjacent | Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a … | [source](https://github.com/anthropics/skills/tree/main/skills/claude-api) | +| `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) | +| `skill-creator` | adjacent | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with … | [source](https://github.com/anthropics/skills/tree/main/skills/skill-creator) | + +## Source: obra/superpowers + +- Repository: [https://github.com/obra/superpowers](https://github.com/obra/superpowers) (commit `d884ae0`, retrieved 2026-07-14) +- License: MIT (c) Jesse Vincent + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `systematic-debugging` | core | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | [source](https://github.com/obra/superpowers/tree/main/skills/systematic-debugging) | +| `using-git-worktrees` | core | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback | [source](https://github.com/obra/superpowers/tree/main/skills/using-git-worktrees) | +| `test-driven-development` | adjacent | Use when implementing any feature or bugfix, before writing implementation code | [source](https://github.com/obra/superpowers/tree/main/skills/test-driven-development) | +| `finishing-a-development-branch` | adjacent | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup | [source](https://github.com/obra/superpowers/tree/main/skills/finishing-a-development-branch) | +| `subagent-driven-development` | adjacent | Use when executing implementation plans with independent tasks in the current session | [source](https://github.com/obra/superpowers/tree/main/skills/subagent-driven-development) | +| `brainstorming` | adjacent | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. | [source](https://github.com/obra/superpowers/tree/main/skills/brainstorming) | +| `receiving-code-review` | adjacent | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation | [source](https://github.com/obra/superpowers/tree/main/skills/receiving-code-review) | +| `requesting-code-review` | adjacent | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | [source](https://github.com/obra/superpowers/tree/main/skills/requesting-code-review) | +| `writing-plans` | adjacent | Use when you have a spec or requirements for a multi-step task, before touching code | [source](https://github.com/obra/superpowers/tree/main/skills/writing-plans) | +| `executing-plans` | adjacent | Use when you have a written implementation plan to execute in a separate session with review checkpoints | [source](https://github.com/obra/superpowers/tree/main/skills/executing-plans) | +| `dispatching-parallel-agents` | adjacent | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | [source](https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents) | +| `verification-before-completion` | adjacent | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always | [source](https://github.com/obra/superpowers/tree/main/skills/verification-before-completion) | + +## Source: wshobson/agents + +- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14) +- License: MIT (c) Seth Hobson + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `unity-ecs-patterns` | core | Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large entity counts. | [source](https://github.com/wshobson/agents/tree/main/plugins/game-development/skills/unity-ecs-patterns) | +| `multi-platform-apps-mobile-developer (agent)` | core | Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization. Use PROACTIVELY for mobile features, cross-platform … | [source](https://github.com/wshobson/agents/tree/main/plugins/multi-platform-apps/agents/mobile-developer.md) | +| `temporal-python-testing` | core | Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures. | [source](https://github.com/wshobson/agents/tree/main/plugins/backend-development/skills/temporal-python-testing) | +| `comprehensive-review-architect-review (agent)` | core | Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and … | [source](https://github.com/wshobson/agents/tree/main/plugins/comprehensive-review/agents/architect-review.md) | +| `react-native-design` | core | Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation patterns, or creating performant animations. | [source](https://github.com/wshobson/agents/tree/main/plugins/ui-design/skills/react-native-design) | +| `ruby-pro (agent)` | core | Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks. Use PROACTIVELY for Ruby refactoring, optimization, or complex Ruby … | [source](https://github.com/wshobson/agents/tree/main/plugins/web-scripting/agents/ruby-pro.md) | +| `flutter-expert (agent)` | core | Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. Handles state management, animations, testing, and performance optimization for mobile, web, desktop, and embedded platforms. Use PROACTIVELY for … | [source](https://github.com/wshobson/agents/tree/main/plugins/multi-platform-apps/agents/flutter-expert.md) | +| `bats-testing-patterns` | core | Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities. | [source](https://github.com/wshobson/agents/tree/main/plugins/shell-scripting/skills/bats-testing-patterns) | +| `debugging-toolkit-dx-optimizer (agent)` | core | Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed. | [source](https://github.com/wshobson/agents/tree/main/plugins/debugging-toolkit/agents/dx-optimizer.md) | +| `python-testing-patterns` | core | Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices. | [source](https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/python-testing-patterns) | +| `tdd-workflows-tdd-orchestrator (agent)` | core | Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Enforces TDD best practices across teams with AI-assisted testing and modern … | [source](https://github.com/wshobson/agents/tree/main/plugins/tdd-workflows/agents/tdd-orchestrator.md) | +| `uv-package-manager` | core | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv. | [source](https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/uv-package-manager) | + +## Source: angular/skills + +- Repository: [https://github.com/angular/skills](https://github.com/angular/skills) (commit `5dd20da`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `angular-developer` | adjacent | Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, … | [source](https://github.com/angular/skills/tree/5dd20da/angular-developer) | +| `angular-new-app` | adjacent | Creates a new Angular app using the Angular CLI. This skill should be used whenever a user wants to create a new Angular application and contains important guidelines for how to effectively create a modern Angular application. | [source](https://github.com/angular/skills/tree/5dd20da/angular-new-app) | + +## Source: ConardLi/garden-skills + +- Repository: [https://github.com/ConardLi/garden-skills](https://github.com/ConardLi/garden-skills) (commit `fbd6453`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `web-design-engineer` | adjacent | Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations. Use when the user wants a browser-rendered, interactive, or presentational … | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/web-design-engineer) | +| `beautiful-article` | adjacent | 把用户提供的素材（网页 URL / PDF / DOCX / Markdown / 纯文本 / 截图 / 粘贴材料）编辑、设计成一篇美丽的、可离线打开和分享的**单文件 HTML 网页文章**。基于 reacticle 组件协议：不手写裸 HTML/CSS，而用语义组件 + 受主题约束的 Raw 自由层；按 source→规划→双确认→生成→终审→修复的小型 harness 流程推进，默认 100% 信息保留的长文。触发场景：把 URL/PDF/DOCX/文章做成网页文章 … | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/beautiful-article) | + +## 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 | +|---|---|---|---| +| `cuda-toolkit` | core | Deep integration with NVIDIA CUDA toolkit for kernel development, compilation, and debugging. Execute nvcc compilation with optimization flags analysis, generate and validate CUDA kernel code, analyze PTX/SASS assembly output, and … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/gpu-programming/skills/cuda-toolkit) | +| `hip-rocm` | core | AMD HIP and ROCm ecosystem for cross-platform GPU development. Execute hipify conversion tools, generate HIP-compatible kernel code, handle CUDA/HIP API differences, configure ROCm toolchain, and profile with rocprof. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/gpu-programming/skills/hip-rocm) | +| `construct` | core | Construct 3 visual programming skill for rapid prototyping and 2D game development. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/construct) | + +## 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 | +|---|---|---|---| +| `helm-chart-builder` | core | Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. Use when: user wants to … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering/helm-chart-builder/skills/helm-chart-builder) | + +## 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 | +|---|---|---|---| +| `cs-skills` | core | 10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/cs) | + +## 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 | +|---|---|---|---| +| `software-architecture` | core | Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/software-architecture) | +| `micro-saas-launcher` | core | Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/micro-saas-launcher) | +| `develop-web-game` | core | Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/develop-web-game) | + +## 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 | +|---|---|---|---| +| `autonomous-builder` | core | Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/autonomous-builder) | + +## 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 | +|---|---|---|---| +| `find-software-developer` | core | Use whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software, web development, mobile app development, backend/API development, DevOps/cloud, system integration, and hosting. Triggers on … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/mcp/servicegraph/skills/find-software-developer) | +| `overnight-development` | core | Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrases based on skill purpose. | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/overnight-dev/skills/overnight-development) | + +## 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 | +|---|---|---|---| +| `feature-dev` | core | Automate 7-phase feature development with specialized agents (code-explorer, code-architect, code-reviewer). Use for multi-file features, architectural decisions, or encountering ambiguous requirements, integration patterns, design … | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/feature-dev/skills/feature-dev) | +| `technical-specification` | core | Creates detailed technical specifications for software projects covering requirements, architecture, APIs, and testing strategies. Use when planning features, documenting system design, or creating architecture decision records. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/technical-specification/skills/technical-specification) | + +## Source: google/skills + +- Repository: [https://github.com/google/skills](https://github.com/google/skills) (commit `b15f327`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `firebase-basics` | core | Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps. | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/firebase-basics) | +| `gke-batch-hpc` | adjacent | Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. Use when running GKE batch jobs, configuring GKE HPC, or setting up GKE job queues. Don't use for standard web application deployments (use … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/gke-batch-hpc) | + +## Source: czlonkowski/n8n-skills + +- Repository: [https://github.com/czlonkowski/n8n-skills](https://github.com/czlonkowski/n8n-skills) (commit `9ea3aa5`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `using-n8n-mcp-skills` | core | Use when building, editing, validating, testing, or debugging an n8n workflow through the n8n-mcp MCP server — designing a flow, configuring a node, writing an expression or Code node, wiring credentials, or fixing one that misbehaves. The … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/using-n8n-mcp-skills) | +| `n8n-code-python` | core | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes. Use this skill when the user specifically … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-python) | +| `n8n-code-tool` | core | Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node. Use when building a Code Tool attached to an AI Agent, writing code that an LLM will … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-tool) | +| `n8n-agents` | adjacent | Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-agents) | +| `n8n-mcp-tools-expert` | adjacent | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-mcp-tools-expert) | +| `n8n-workflow-patterns` | adjacent | Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-workflow-patterns) | +| `n8n-code-javascript` | adjacent | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with this.helpers / the $helpers global, working with dates using DateTime, troubleshooting Code node … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-javascript) | +| `n8n-node-configuration` | adjacent | Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type. … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-node-configuration) | +| `n8n-validation-expert` | adjacent | Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-validation-expert) | +| `n8n-binary-and-data` | adjacent | Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent needs a file as tool input or output — and whenever the user … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-binary-and-data) | +| `n8n-error-handling` | adjacent | Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a silent failure would drop user-visible work — and whenever the … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-error-handling) | +| `n8n-subworkflows` | adjacent | Build reusable, composable n8n sub-workflows. Use when extracting shared logic, building anything multi-step or reused across workflows, or any workflow over ~10 nodes — and whenever the user mentions sub-workflows, Execute Workflow, … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-subworkflows) | + +## Source: NVIDIA/skills + +- Repository: [https://github.com/NVIDIA/skills](https://github.com/NVIDIA/skills) (commit `153b14b`, retrieved 2026-07-14) +- License: CC-BY-4.0 (skills/docs), Apache-2.0 (code) + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `deepstream-dev` | core | NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/deepstream-dev) | +| `hsb-app` | core | Discover and run Holoscan Sensor Bridge example applications on a connected devkit. Filters available apps by the user's platform, HSB software version, board type, and sensors. Supports timed execution, failure analysis, code-edit … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/hsb-app) | +| `cuopt-developer` | core | Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/cuopt-developer) | +| `tilegym-cutile-autotuning` | core | Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in code, `autotune` in filenames, or correctness/performance issues in … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-cutile-autotuning) | +| `tilegym-cutile-python` | core | Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization. Supports deep agent orchestration for complex multi-kernel tasks. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-cutile-python) | +| `cuopt-numerical-optimization-api` | core | LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface. | [source](https://github.com/NVIDIA/skills/tree/153b14b/plugins/nvidia-skills/skills/cuopt-numerical-optimization-api) | +| `deepstream-sop` | core | Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in order via … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/deepstream-sop) | +| `holoscan-install-debian` | core | Install Holoscan SDK natively on Ubuntu via apt. Use for C++ installs on Ubuntu; pair with /holoscan-install-wheel for Python. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/holoscan-install-debian) | +| `holoscan-install-wheel` | core | Install Holoscan SDK Python wheel via pip into a venv. Use for Python installs; not for native C++/apt or Conda installs. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/holoscan-install-wheel) | +| `launch-nemo-rl` | core | Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived RayCluster modes, iterating on runs, and debugging hung or failed training jobs. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/launch-nemo-rl) | +| `nemo-rl-session-memory` | core | Manage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across disconnects, VS Code restarts, long-running work, handoffs, or any session where important state should be written … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-rl-session-memory) | +| `nemotron-retrieval-recipes` | core | Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron `embed`/`rerank` retrieval recipes. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemotron-retrieval-recipes) | + +## Source: veniceai/skills + +- Repository: [https://github.com/veniceai/skills](https://github.com/veniceai/skills) (commit `de089fa`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `venice-api-overview` | core | High-level map of the Venice.ai API - base URL, authentication modes, endpoint categories, response headers, pricing model, error shape, and versioning. Load this first when starting any Venice integration. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-api-overview) | +| `venice-errors` | adjacent | Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-errors) | +| `venice-api-keys` | adjacent | Manage Venice API keys. Covers GET/POST/PATCH/DELETE /api_keys, GET /api_keys/{id}, GET /api_keys/rate_limits, GET /api_keys/rate_limits/log, the two-step /api_keys/generate_web3_key wallet flow, INFERENCE vs ADMIN key types, and per-key … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-api-keys) | +| `venice-responses` | adjacent | Use Venice's Alpha POST /responses endpoint - an OpenAI-compatible Responses API with typed output blocks (reasoning, message, function_call, web_search_call). Covers request shape, streaming, differences from /chat/completions, supported … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-responses) | +| `venice-auth` | adjacent | Authenticate to the Venice API with a Bearer API key or with an x402 / SIWE wallet. Covers header formats, the SIWE message fields, TTL and nonce rules, the venice-x402-client SDK, and how to choose between the two modes. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-auth) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..8bdd6c4 --- /dev/null +++ b/references/market.md @@ -0,0 +1,78 @@ +# Market evidence report — digital-games-developer + +Source: **15 real job ads** (JSearch API, countries: us 15), extracted into the MSSQL evidence store; as of 2026-07-11. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 11 | 73 % | +| senior | 2 | 13 % | +| junior | 1 | 7 % | +| n/a | 1 | 7 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | GitHub | 3 | 20 % | +| 2 | Unity | 3 | 20 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | debugging | 4 | 27 % | +| 2 | game development | 3 | 20 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | game development | 3 | 20 % | + +## Regional breakdown + +> **Corpus note:** 15 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** — 15 ads (minimum for a regional ranking: 30). No ranking is reported for this region. + +### UK (gb) + +**Insufficient evidence** — 0 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 | +|---|---| +| [2026] Software Engineer, Game Developer | 1 | +| 23469 Unity Developer / Unity Game Developer- W2 Only | 1 | +| Game Developer Jobs in Chapel Hill | 1 | +| Game Developer: Immersive Gameplay & Unity/Unreal | 1 | +| Game Engineer, Platform Architecture | 1 | +| Gameplay Programmer | 1 | +| Godot Game Developer Needed to Improve Prototype + Create 10–15 Minute Gameplay Build - Contract to Hire | 1 | +| Internship, Video Game C++ Engineer, Infotainment (Winter/Spring 2026) | 1 | +| Remote Python Game Developer (Panda3D) | 1 | +| Remote Web Based Game Developer | 1 | +| Senior C++ Game Platform Engineer - iGaming Tech | 1 | +| Software / Game Developer | 1 | +| Unity Developer - Short Incremental Game with a Digital Neon Aesthetic | 1 | +| Videogame Programmer & PM | 1 | +| Wargame Developer with Security Clearance | 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..93a046c --- /dev/null +++ b/references/profile.md @@ -0,0 +1,22 @@ +# Occupation profile — digital games developer + +- **ESCO URI:** http://data.europa.eu/esco/occupation/9ebaf3f0-0be0-47b7-b2b1-b3b04130fa81 +- **ESCO code:** 2513.1 +- **ISCO-08 group:** 2513 — Web and multimedia developers + +## Description (ESCO) + +Digital games developers program, implement and document digital games. They implement technical standards in gameplay, graphics, sound and functionality. + +## Definition + +nan + +## Alternative labels + +- digital games developers +- digital game developer +- computer games developer +- games programmer +- video games developer +- virtual games developer diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..82210a6 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,108 @@ +# Competences — digital games developer + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/9ebaf3f0-0be0-47b7-b2b1-b3b04130fa81). + +## Essential + +- **3D lighting** (knowledge) +- **3D texturing** (knowledge) +- **analyse software specifications** (skill/competence) +- **apply 3D imaging techniques** (skill/competence) +- **computer graphics** (knowledge) +- **computer programming** (knowledge) +- **debug software** (skill/competence) +- **develop digital content** (skill/competence) +- **develop software prototype** (skill/competence) +- **digital game genres** (knowledge) +- **execute analytical mathematical calculations** (skill/competence) +- **ICT debugging tools** (knowledge) +- **integrated development environment software** (knowledge) +- **interpret technical texts** (skill/competence) +- **render 3D images** (skill/competence) +- **tools for software configuration management** (knowledge) +- **use software design patterns** (skill/competence) +- **use software libraries** (skill/competence) +- **utilise computer-aided software engineering tools** (skill/competence) + +## Optional + +- ABAP (knowledge) +- adapt to changes in technological development plans (skill/competence) +- AJAX (knowledge) +- Ansible (knowledge) +- Apache Maven (knowledge) +- APL (knowledge) +- ASP.NET (knowledge) +- Assembly (computer programming) (knowledge) +- assist multimedia operator (skill/competence) +- augmented reality (knowledge) +- C# (knowledge) +- C++ (knowledge) +- COBOL (knowledge) +- Common Lisp (knowledge) +- create flowchart diagram (skill/competence) +- design user interface (skill/competence) +- develop creative ideas (skill/competence) +- develop virtual game engine (skill/competence) +- Eclipse (integrated development environment software) (knowledge) +- Groovy (knowledge) +- Haskell (knowledge) +- integrate system components (skill/competence) +- interactive media (knowledge) +- Internet of Things (knowledge) +- Java (computer programming) (knowledge) +- JavaScript (knowledge) +- Jenkins (tools for software configuration management) (knowledge) +- Joomla (knowledge) +- KDevelop (knowledge) +- Lisp (knowledge) +- MATLAB (knowledge) +- Microsoft Visual C++ (knowledge) +- ML (computer programming) (knowledge) +- Objective-C (knowledge) +- object-oriented modelling (knowledge) +- OpenEdge Advanced Business Language (knowledge) +- Pascal (computer programming) (knowledge) +- Perl (knowledge) +- PHP (knowledge) +- Prolog (computer programming) (knowledge) +- Puppet (tools for software configuration management) (knowledge) +- Python (computer programming) (knowledge) +- R (knowledge) +- Ruby (computer programming) (knowledge) +- Salt (tools for software configuration management) (knowledge) +- SAP R3 (knowledge) +- SAS language (knowledge) +- Scala (knowledge) +- Scratch (computer programming) (knowledge) +- software anomalies (knowledge) +- STAF (knowledge) +- Swift (computer programming) (knowledge) +- trigonometry (knowledge) +- TypeScript (knowledge) +- use automatic programming (skill/competence) +- use concurrent programming (skill/competence) +- use functional programming (skill/competence) +- use logic programming (skill/competence) +- use object-oriented programming (skill/competence) +- VBScript (knowledge) +- Visual Basic (knowledge) +- World Wide Web Consortium standards (knowledge) +- Xcode (knowledge) + + + +## Market evidence (job-ad analysis, 15 ads, as of 2026-07-11) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- debugging — **27 %** +- game development — **20 %** + +### Responsibilities + +- game development — **20 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..5e59a95 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,66 @@ +# Tasks & work activities — digital games developer + +Source: O*NET 30.3, occupation 15-1255.00 (Web and Digital Interface Designers) — manual nearest-occupation mapping via ISCO group 2513; the official ESCO crosswalk has no entry for this ESCO occupation. + +## Task statements + +- **[nan]** Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites. +- **[nan]** Collaborate with web development professionals, such as front-end or back-end developers, to complete the full scope of Web development projects. +- **[nan]** Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites. +- **[nan]** Conduct user research to determine design requirements and analyze user feedback to improve design quality. +- **[nan]** Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions. +- **[nan]** Create searchable indices for Web page content. +- **[nan]** Create Web models or prototypes that include physical, interface, logical, or data models. +- **[nan]** Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media. +- **[nan]** Develop and document style guidelines for Web site content. +- **[nan]** Develop new visual design concepts and modify concepts based on stakeholder feedback. +- **[nan]** Develop or implement procedures for ongoing Web site revision. +- **[nan]** Develop system interaction or sequence diagrams. +- **[nan]** Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards. +- **[nan]** Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types. +- **[nan]** Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline. +- **[nan]** Document technical factors such as server load, bandwidth, database performance, and browser and device types. +- **[nan]** Identify or maintain links to and from other Web sites and check links to ensure proper functioning. +- **[nan]** Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction. +- **[nan]** Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy. +- **[nan]** Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups. +- **[nan]** Perform or direct Web site updates. +- **[nan]** Perform Web site tests according to planned schedules, or after any Web site or product revision. +- **[nan]** Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware. +- **[nan]** Register Web sites with search engines to increase Web site traffic. +- **[nan]** Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects. +- **[nan]** Research, document, rate, or select alternatives for Web architecture or technologies. +- **[nan]** Respond to user email inquiries, or set up automated systems to send responses. +- **[nan]** Select programming languages, design tools, or applications. +- **[nan]** Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports. +- **[nan]** Write supporting code for Web applications or Web sites. + +## Detailed work activities + +- Analyze operational data to evaluate operations, processes or products. +- Collaborate with others to determine design specifications or details. +- Collaborate with others to develop or implement marketing strategies. +- Collaborate with others to resolve information technology issues. +- Conduct research to gain information about products or processes. +- Create images or other visual displays. +- Design websites or web applications. +- Develop detailed project plans. +- Develop diagrams or flow charts of system operation. +- Develop models of information or communications systems. +- Develop specifications or procedures for website development or maintenance. +- Develop testing routines or procedures. +- Document design or development procedures. +- Document network-related activities or tasks. +- Gather customer or product information to determine customer needs. +- Implement design or process improvements. +- Prepare graphics or other visual representations of information. +- Provide customer service to clients or users. +- Provide technical support for computer network issues. +- Resolve computer software problems. +- Supervise information technology personnel. +- Test software performance. +- Troubleshoot issues with computer applications or systems. +- Update knowledge about emerging industry or technology trends. +- Update website content. +- Write computer programming code. +- Write reports or evaluations. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..28a206c --- /dev/null +++ b/references/tools.md @@ -0,0 +1,255 @@ +# Tools & technology — digital games developer + +Source: O*NET 30.3, occupation 15-1255.00 (Web and Digital Interface Designers) — manual nearest-occupation mapping via ISCO group 2513; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Adobe Acrobat | Document management software | yes | +| Adobe After Effects | Video creation and editing software | yes | +| Adobe Creative Cloud software | Graphics or photo imaging software | yes | +| Adobe Illustrator | Graphics or photo imaging software | yes | +| Adobe InDesign | Desktop publishing software | yes | +| Adobe Photoshop | Graphics or photo imaging software | yes | +| AJAX | Web platform development software | yes | +| Amazon DynamoDB | Data base management system software | yes | +| Amazon Elastic Compute Cloud EC2 | Data base user interface and query software | yes | +| Amazon Redshift | Data base user interface and query software | yes | +| Amazon Web Services AWS CloudFormation | Cloud-based management software | yes | +| Amazon Web Services AWS software | Data base user interface and query software | yes | +| Ansible software | Expert system software | yes | +| Apache Cassandra | Data base management system software | yes | +| Apache Hadoop | Data base management system software | yes | +| Apache Hive | Data base management system software | yes | +| Apache Kafka | Development environment software | yes | +| Apache Maven | Development environment software | yes | +| Apache Spark | Object or component oriented development software | yes | +| Apache Subversion SVN | File versioning software | yes | +| Apache Tomcat | Web platform development software | yes | +| Apple iOS | Operating system software | yes | +| Apple macOS | Operating system software | yes | +| Atlassian Confluence | Project management software | yes | +| Atlassian JIRA | Content workflow software | yes | +| Bash | Operating system software | yes | +| Bootstrap | Web platform development software | yes | +| C | Development environment software | yes | +| C# | Object or component oriented development software | yes | +| C++ | Object or component oriented development software | yes | +| Cascading style sheets CSS | Web platform development software | yes | +| Chef | Configuration management software | yes | +| Cisco Webex | Video conferencing software | yes | +| Django | Web platform development software | yes | +| Docker | Application server software | yes | +| Eclipse IDE | Development environment software | yes | +| Elasticsearch | Data base management system software | yes | +| Extensible markup language XML | Enterprise application integration software | yes | +| Figma | Graphical user interface development software | yes | +| Git | File versioning software | yes | +| GitHub | Application server software | yes | +| Go | Development environment software | yes | +| Google Analytics | Data mining software | yes | +| Google Android | Operating system software | yes | +| Google Angular | Web platform development software | yes | +| Google Docs | Word processing software | yes | +| Hibernate ORM | Object oriented data base management software | yes | +| HubSpot software | Sales and marketing software | yes | +| Hypertext markup language HTML | Web platform development software | yes | +| IBM SPSS Statistics | Analytical or scientific software | yes | +| JavaScript | Web platform development software | yes | +| JavaScript Object Notation JSON | Web platform development software | yes | +| jQuery | Object or component oriented development software | yes | +| JUnit | Program testing software | yes | +| Linux | Operating system software | yes | +| Microsoft .NET Framework | Development environment software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft Active Server Pages ASP | Web platform development software | yes | +| Microsoft ASP.NET | Web platform development software | yes | +| Microsoft Azure software | Development environment software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft PowerShell | Development environment software | yes | +| Microsoft Project | Project management software | yes | +| Microsoft SharePoint | Document management software | yes | +| Microsoft SQL Server | Data base user interface and query software | yes | +| Microsoft SQL Server Integration Services SSIS | Enterprise application integration software | yes | +| Microsoft SQL Server Reporting Services SSRS | Data base reporting software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Microsoft Visual Basic | Development environment software | yes | +| Microsoft Visual Basic for Applications VBA | Development environment software | yes | +| Microsoft Visual Studio | Development environment software | yes | +| Microsoft Windows | Operating system software | yes | +| Microsoft Windows Server | Operating system software | yes | +| MongoDB | Data base management system software | yes | +| MySQL | Data base management system software | yes | +| Node.js | Web platform development software | yes | +| NoSQL | Data base management system software | yes | +| Oracle Database | Data base user interface and query software | yes | +| Oracle Java | Object or component oriented development software | yes | +| Oracle Java 2 Platform Enterprise Edition J2EE | Development environment software | yes | +| Oracle PeopleSoft | Enterprise resource planning ERP software | yes | +| Oracle PL/SQL | Data base management system software | yes | +| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes | +| Perl | Object or component oriented development software | yes | +| PHP | Web platform development software | yes | +| PostgreSQL | Object oriented data base management software | yes | +| Puppet | Configuration management software | yes | +| Python | Object or component oriented development software | yes | +| R | Object or component oriented development software | yes | +| React | Web platform development software | yes | +| Red Hat Enterprise Linux | Operating system software | yes | +| Red Hat OpenShift | Application server software | yes | +| Ruby | Development environment software | yes | +| Salesforce software | Customer relationship management CRM software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| SAS | Analytical or scientific software | yes | +| Scala | Object or component oriented development software | yes | +| Selenium | Program testing software | yes | +| Shell script | Operating system software | yes | +| Slack | Cloud-based data access and sharing software | yes | +| Splunk Enterprise | Cloud-based management software | yes | +| Spring Boot | Application server software | yes | +| Spring Framework | Web platform development software | yes | +| Structured query language SQL | Data base user interface and query software | yes | +| Swift | Object or component oriented development software | yes | +| Tableau | Business intelligence and data analysis software | yes | +| Teradata Database | Data base management system software | yes | +| The MathWorks MATLAB | Analytical or scientific software | yes | +| Transact-SQL | Data base user interface and query software | yes | +| Trimble SketchUp Pro | Graphics or photo imaging software | yes | +| TypeScript | Object or component oriented development software | yes | +| UNIX | Operating system software | yes | +| UNIX Shell | Operating system software | yes | +| Vue.js | Web platform development software | yes | +| 3M Post-it App | Word processing software | | +| Adobe ActionScript | Development environment software | | +| Adobe Dreamweaver | Web page creation and editing software | | +| Adobe Flex | Web platform development software | | +| Adobe XD | Graphics or photo imaging software | | +| Advanced business application programming ABAP | Object or component oriented development software | | +| Airtable | Data base user interface and query software | | +| Amazon Kinesis | Data base management system software | | +| Amazon Simple Storage Service S3 | Storage networking software | | +| Apache Ant | Development environment software | | +| Apache Groovy | Object or component oriented development software | | +| Apache HTTP Server | Portal server software | | +| Apache Pig | Data base management system software | | +| Apache Solr | Data base management system software | | +| Apache Struts | Web platform development software | | +| Apple Cocoa | Object or component oriented development software | | +| Apple Keynote | Presentation software | | +| Atlassian Bamboo | Enterprise application integration software | | +| Axure RP | Web page creation and editing software | | +| Backbone.js | Web platform development software | | +| Blackboard software | Data base user interface and query software | | +| Blink | Instant messaging software | | +| Chatbot software | Industrial control software | | +| Common business oriented language COBOL | Development environment software | | +| Common gateway interface CGI | Enterprise application integration software | | +| Customer information control system CICS | Transaction server software | | +| Delphi Technology | Financial analysis software | | +| Dropbox | Cloud-based data access and sharing software | | +| Drupal | Web platform development software | | +| Dynamic hypertext markup language DHTML | Web platform development software | | +| Enterprise JavaBeans | Web platform development software | | +| Evernote | Word processing software | | +| Ext JS | Web platform development software | | +| Extensible hypertext markup language XHTML | Web platform development software | | +| Extensible stylesheet language transformations XSLT | Web platform development software | | +| Extensible stylesheet language XSL | Enterprise application integration software | | +| FileMaker Pro | Data base user interface and query software | | +| FlexBox | Web platform development software | | +| Flipgrid | Video creation and editing software | | +| Google Ads | Sales and marketing software | | +| Google Drive | Cloud-based data access and sharing software | | +| Google Meet | Video conferencing software | | +| Google Sites | Web page creation and editing software | | +| Google Slides | Presentation software | | +| HashiCorp Vagrant | Web platform development software | | +| Hewlett Packard HP-UX | Operating system software | | +| Hewlett Packard LoadRunner | Program testing software | | +| IBM Cognos Impromptu | Business intelligence and data analysis software | | +| IBM Domino | Communications server software | | +| IBM Informix | Data base user interface and query software | | +| IBM InfoSphere DataStage | Enterprise application integration software | | +| IBM Notes | Electronic mail software | | +| IBM Power Systems software | Enterprise system management software | | +| IBM Rational Rose XDE | Development environment software | | +| IBM WebSphere | Cloud-based management software | | +| Integrated development environment IDE software | Development environment software | | +| InVision software | Process mapping and design software | | +| JamBoard | Graphics or photo imaging software | | +| Jekyll | Web platform development software | | +| JetBrains PhpStorm | Web platform development software | | +| Job control language JCL | Operating system software | | +| Jupyter Notebook | Object or component oriented development software | | +| Kapwing | Video creation and editing software | | +| KornShell | Operating system software | | +| LAMP Stack | Web platform development software | | +| MarkLogic | Data base user interface and query software | | +| MeteorJS | Web platform development software | | +| Microsoft ActiveX | Object or component oriented development software | | +| Microsoft ASP.NET Core MVC | Web platform development software | | +| Microsoft Commerce Server | Web platform development software | | +| Microsoft Dynamics | Enterprise resource planning ERP software | | +| Microsoft Internet Information Services (IIS) | Transaction server software | | +| Microsoft Publisher | Desktop publishing software | | +| Microsoft Visual Basic Scripting Edition VBScript | Development environment software | | +| Microsoft Visual Basic.NET | Object or component oriented development software | | +| Microsoft Visual C# .NET | Object or component oriented development software | | +| Microsoft Visual InterDev | Web platform development software | | +| Microsoft Visual SourceSafe | Development environment software | | +| MicroStrategy | Business intelligence and data analysis software | | +| Moodle | Computer based training software | | +| Nagios | Network monitoring software | | +| Nearpod | Multi-media educational software | | +| NetSuite ERP | Enterprise resource planning ERP software | | +| NortonLifeLock cybersecurity software | Transaction security and virus protection software | | +| Nunjucks | Web platform development software | | +| Objective C | Object or component oriented development software | | +| Oracle Business Intelligence Enterprise Edition | Business intelligence and data analysis software | | +| Oracle Eloqua | Customer relationship management CRM software | | +| Oracle Fusion Applications | Enterprise resource planning ERP software | | +| Oracle Fusion Middleware | Enterprise application integration software | | +| Oracle Hyperion | Enterprise resource planning ERP software | | +| Oracle JavaServer Pages JSP | Web platform development software | | +| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | | +| Oracle JDBC | Data base user interface and query software | | +| Oracle Solaris | Operating system software | | +| Oracle WebLogic Server | Application server software | | +| Perforce Helix software | Configuration management software | | +| PhantomJS | Web platform development software | | +| Qlik Tech QlikView | Business intelligence and data analysis software | | +| Quest Erwin Data Modeler | Metadata management software | | +| Red Hat WildFly | Application server software | | +| Relational database management software | Data base management system software | | +| RequireJS | Web platform development software | | +| Ruby on Rails | Web platform development software | | +| Salesforce Visualforce | Graphical user interface development software | | +| SAP Business Objects | Enterprise resource planning ERP software | | +| SAP Crystal Reports | Data base reporting software | | +| Screencastify | Video creation and editing software | | +| Screencast-O-Matic | Video creation and editing software | | +| Sitecore CMS | Content workflow software | | +| Skype | Desktop communications software | | +| SmugMug Flickr | Graphics or photo imaging software | | +| Social media sites | Web page creation and editing software | | +| Travis | Program testing software | | +| Ubuntu | Operating system software | | +| Unified modeling language UML | Requirements analysis and system architecture software | | +| UserZoom | Program testing software | | +| WeVideo | Video creation and editing software | | +| Wireshark | Network monitoring software | | +| YouTube | Video creation and editing software | | +| Zend Framework | Web platform development software | | + + + +## Market evidence (job-ad analysis, 15 ads, as of 2026-07-11) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- GitHub — **20 %** +- Unity — **20 %** + +