feat: fashion-designer skill package v0.1.0

2026-08-14 17:00:49 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — fashion-designer
+
+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 — fashion-designer
+    "ESCO (occupation & competences)" : 22
+    "O*NET (tasks & tools)" : 67
+    "Job boards (market evidence)" : 56
+    "Anthropic official Claude skills" : 9
+    "External AI skill packs (mapped)" : 170
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 22 | 6.8 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 67 | 20.7 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 56 | 17.3 % | 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 | 9 | 2.8 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 170 | 52.5 % | 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).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,61 @@
+---
+name: fashion-designer
+description: "Occupational skill for the role 'fashion designer' (also: accessory designer, fashion design specialist, swimwear designer, footwear designer, fashion stylist, high fashion designer). Use when the user asks for typical fashion designer work such as: Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.; Examine sample garments on and off models, modifying designs to achieve desired effects.; Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements."
+---
+
+# Fashion Designer
+
+Fashion designers work on designs for the haute couture and/or ready-to-wear, high street fashion markets, and more generally on items of clothing and fashion ranges. Fashion designers can operate in a specialised area, such as sportswear, childrenswear, footwear or accessories.
+
+## Core workflow
+
+1. Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.
+2. Examine sample garments on and off models, modifying designs to achieve desired effects.
+3. Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
+4. Confer with sales and management executives or with clients to discuss design ideas.
+5. Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.
+6. Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.
+7. Select materials and production techniques to be used for products.
+8. Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.
+
+## 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)
+
+- art history
+- collaborate with designers
+- design wearing apparel
+- develop design ideas cooperatively
+- gather reference materials for artwork
+- history of fashion
+- identify target markets for designs
+- keep up to date on costume design
+- modify textile designs
+- monitor developments in technology used for design
+- monitor textile manufacturing developments
+- portfolio management in textile manufacturing
+- produce textile designs
+- produce textile samples
+- properties of textile materials
+
+## Hot technologies
+
+- SAS
+- Autodesk Revit
+- Trimble SketchUp Pro
+- Adobe InDesign
+- Adobe Acrobat
+- Microsoft Outlook
+- Adobe Creative Cloud software
+- Adobe Illustrator
+- Adobe Photoshop
+- Microsoft Office software
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/77bfd6e7-5598-4818-84cb-31e2651eb046), O*NET 30.3 (27-1022.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,268 @@
+{
+  "name": "fashion-designer",
+  "title": "fashion designer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/77bfd6e7-5598-4818-84cb-31e2651eb046",
+    "esco_code": "2163.1.3",
+    "isco_group": "2163",
+    "onet_soc": "27-1022.00",
+    "crosswalk_match": "exactMatch"
+  },
+  "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": 20,
+    "dwas": 17,
+    "skills_essential": 19,
+    "skills_optional": 2,
+    "software": 29
+  },
+  "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": 6
+      },
+      "veniceai/skills": {
+        "repo": "https://github.com/veniceai/skills",
+        "commit": "de089fa",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ConardLi/garden-skills": {
+        "repo": "https://github.com/ConardLi/garden-skills",
+        "commit": "fbd6453",
+        "license": "MIT",
+        "skills": 2
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 6
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 10
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 2
+      },
+      "plugin87/ux-ui-agent-skills": {
+        "repo": "https://github.com/plugin87/ux-ui-agent-skills",
+        "commit": "93a7fbb",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 7
+      },
+      "secondsky/claude-skills": {
+        "repo": "https://github.com/secondsky/claude-skills",
+        "commit": "c4889f6",
+        "license": "MIT",
+        "skills": 2
+      },
+      "wondelai/skills": {
+        "repo": "https://github.com/wondelai/skills",
+        "commit": "326b380",
+        "license": "MIT",
+        "skills": 3
+      },
+      "nextlevelbuilder/ui-ux-pro-max-skill": {
+        "repo": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill",
+        "commit": "fe3f65e",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 2
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 7
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 2
+      },
+      "nWave-ai/nWave": {
+        "repo": "https://github.com/nWave-ai/nWave",
+        "commit": "1d0f13c",
+        "license": "MIT",
+        "skills": 2
+      },
+      "FlorianBruniaux/claude-code-ultimate-guide": {
+        "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide",
+        "commit": "5395214",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 2
+      },
+      "tzachbon/smart-ralph": {
+        "repo": "https://github.com/tzachbon/smart-ralph",
+        "commit": "b26bb23",
+        "license": "MIT",
+        "skills": 2
+      },
+      "ferdinandobons/startup-skill": {
+        "repo": "https://github.com/ferdinandobons/startup-skill",
+        "commit": "a5f97c3",
+        "license": "MIT",
+        "skills": 1
+      },
+      "worldwonderer/novel-to-game": {
+        "repo": "https://github.com/worldwonderer/novel-to-game",
+        "commit": "3c18abd",
+        "license": "MIT",
+        "skills": 2
+      },
+      "dembrandt/dembrandt-skills": {
+        "repo": "https://github.com/dembrandt/dembrandt-skills",
+        "commit": "38cd2b7",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rohitg00/skillkit": {
+        "repo": "https://github.com/rohitg00/skillkit",
+        "commit": "d2e5c34",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "Leonxlnx/taste-skill": {
+        "repo": "https://github.com/Leonxlnx/taste-skill",
+        "commit": "b177427",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "garrytan/gstack": {
+        "repo": "https://github.com/garrytan/gstack",
+        "commit": "7c9df1c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "raintree-technology/apple-hig-skills": {
+        "repo": "https://github.com/raintree-technology/apple-hig-skills",
+        "commit": "431fd30",
+        "license": "MIT",
+        "skills": 2
+      },
+      "K-Dense-AI/claude-scientific-skills": {
+        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 1
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 1
+      },
+      "infrasity-labs/dev-gtm-claude-skills": {
+        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
+        "commit": "02cfefb",
+        "license": "MIT",
+        "skills": 1
+      },
+      "softaworks/agent-toolkit": {
+        "repo": "https://github.com/softaworks/agent-toolkit",
+        "commit": "3027f20",
+        "license": "MIT",
+        "skills": 1
+      },
+      "wholiver/swiftui-design-skill": {
+        "repo": "https://github.com/wholiver/swiftui-design-skill",
+        "commit": "2c82638",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 71,
+      "adjacent": 9
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 22,
+      "onet": 67,
+      "jobads": 56,
+      "wiki_ai": 0,
+      "anthropic": 9,
+      "ai_skills": 170,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 6.8,
+      "onet": 20.7,
+      "jobads": 17.3,
+      "wiki_ai": 0.0,
+      "anthropic": 2.8,
+      "ai_skills": 52.5,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,362 @@
+# External AI agent skills — fashion-designer
+
+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 |
+|---|---|---|---|
+| `canvas-design` | adjacent | Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying … | [source](https://github.com/anthropics/skills/tree/main/skills/canvas-design) |
+| `brand-guidelines` | adjacent | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | [source](https://github.com/anthropics/skills/tree/main/skills/brand-guidelines) |
+| `algorithmic-art` | adjacent | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original … | [source](https://github.com/anthropics/skills/tree/main/skills/algorithmic-art) |
+| `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) |
+| `theme-factory` | adjacent | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate … | [source](https://github.com/anthropics/skills/tree/main/skills/theme-factory) |
+
+## 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) |
+| `gpt-image-2` | adjacent | 面向 GPT Image 2 的图像生成 / 编辑技能。可在 3 种环境下使用：(A) Garden 本地模式，通过 OpenAI 兼容接口直接出图并落盘；(B) Host-Native 模式，把本 Skill 当作提示词工程指引，把渲染好的 prompt 交给宿主 Agent 自带的图像工具出图；(C) Advisor 模式，宿主无任何图像工具时退化为高质量 prompt 顾问。涵盖 18 大类、80+ 个结构化模板，覆盖海报 / UI / 产品 / 信息图 / 学术图 … | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/gpt-image-2) |
+
+## 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 |
+|---|---|---|---|
+| `cad-modeling` | core | Expert skill for parametric 3D CAD model development with design intent and configuration management | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/mechanical-engineering/skills/cad-modeling) |
+| `accessibility-compliance` | core | Ensure cultural programs and facilities meet ADA requirements and universal design principles including accommodations, assistive technologies, and inclusive practices | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/accessibility-compliance) |
+| `behavior-trees` | core | Behavior tree design and implementation skill for game AI. Enables creation of behavior tree structures, custom nodes, decorators, composites, and integration with game engines for NPC and enemy AI systems. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/behavior-trees) |
+| `k8s-operator-development` | core | Build Kubernetes operators using controller-runtime — CRD design, reconciliation loops, event handling, and operator lifecycle management. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/devops-sre-platform/skills/k8s-operator-development) |
+| `planning-design` | core | Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/spec-kit/skills/planning-design) |
+| `stormwater-management` | core | Skill for integrated stormwater management and green infrastructure design with SWMM modeling, hydrologic analysis, BMP sizing, and MS4 permit compliance. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/environmental-engineering/skills/stormwater-management) |
+
+## Source: affaan-m/everything-claude-code
+
+- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ito-data-atlas-agent` | core | Design background Data Atlas style agents for Itô basket research, market discovery, parameter drafting, and human-in-the-loop editing. Use for architecture and workflow planning, not live order execution. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/ito-data-atlas-agent) |
+| `accessibility` | core | Design, implement, and audit inclusive digital products using WCAG 2.2 Level AA standards. Use this skill to generate semantic ARIA for Web and accessibility traits for Web and Native platforms (iOS/Android). | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/accessibility) |
+
+## 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 |
+|---|---|---|---|
+| `research-ops-skills` | core | Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research. Triggers on "design this clinical study", "what … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/research-ops/skills/research-ops-skills) |
+| `cro-advisor` | core | Revenue leadership for B2B SaaS companies. Revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling. Use when designing the revenue engine, setting quotas, modeling NRR, evaluating pricing, … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/cro-advisor) |
+
+## 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) |
+| `education-skills` | core | 7 education research skills. Trigger: pedagogical research, course design, learning analytics, assessment. Design: evidence-based teaching methods and educational measurement tools. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/education) |
+| `business-skills` | core | 5 business research skills. Trigger: business strategy, market analysis, competitive intelligence. Design: analytical frameworks and methods for management and innovation research. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/business) |
+| `automation-skills` | core | 10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/research/automation) |
+| `humanities-skills` | core | 5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/humanities) |
+| `law-skills` | core | 9 legal research skills. Trigger: legal research, case law analysis, regulatory compliance. Design: legal databases, citation networks, and judicial analytics tools. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/law) |
+| `sdd` | core | Implements the Spec-Driven Development lifecycle (Intent, Requirements, Design, Tasks, Build) for structured feature development. Use when the user wants to scaffold a new feature spec, generate EARS requirements, create a technical … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/engineering/sdd) |
+| `chemistry-skills` | core | 9 chemistry skills. Trigger: chemical structure analysis, reaction prediction, molecular modeling. Design: computational chemistry tools and cheminformatics workflows. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/chemistry) |
+| `finance-skills` | core | 8 finance skills. Trigger: financial modeling, market data, risk analysis, quantitative finance. Design: data sources, quantitative methods, and regulatory frameworks. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/finance) |
+| `ontology-design-guide` | core | Design ontologies and knowledge graphs for research data modeling | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/tools/knowledge-graph/ontology-design-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 |
+|---|---|---|---|
+| `moodboard-creator` | core | Create visual moodboards from collected inspiration with iterative refinement. Use after trend research or website analysis to synthesize design direction before implementation. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/frontend-design-pro/skills/moodboard-creator) |
+| `trend-researcher` | core | Research latest UI/UX trends from Dribbble and design communities. Use when starting a design project to understand current visual trends, color palettes, and layout patterns. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/frontend-design-pro/skills/trend-researcher) |
+
+## 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 |
+|---|---|---|---|
+| `feature-design-assistant` | core | Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/feature-design-assistant) |
+| `senior-prompt-engineer` | core | World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/senior-prompt-engineer) |
+| `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) |
+| `ux-researcher-designer` | core | UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/ux-researcher-designer) |
+| `database-architect` | core | Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/database/database-architect) |
+| `mermaid-diagrams` | core | Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/mermaid-diagrams) |
+| `nosql-expert` | core | Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/nosql-expert) |
+
+## Source: dembrandt/dembrandt-skills
+
+- Repository: [https://github.com/dembrandt/dembrandt-skills](https://github.com/dembrandt/dembrandt-skills) (commit `38cd2b7`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `operational-expert-tool-ui` | core | Operational expert tools — used by domain specialists for hours every day — require a different design approach than consumer or occasional-use software. Information density, workflow linearity, and at-a-glance status take priority over … | [source](https://github.com/dembrandt/dembrandt-skills/tree/38cd2b7/skills/operational-expert-tool-ui) |
+
+## Source: ferdinandobons/startup-skill
+
+- Repository: [https://github.com/ferdinandobons/startup-skill](https://github.com/ferdinandobons/startup-skill) (commit `a5f97c3`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `startup-design` | core | Design, validate, and plan a startup from scratch. Covers market research, competitive analysis, business model, brand identity, product definition, financial projections, and validation experiments. Trigger when the user has a startup … | [source](https://github.com/ferdinandobons/startup-skill/tree/a5f97c3/startup-design) |
+
+## Source: FlorianBruniaux/claude-code-ultimate-guide
+
+- Repository: [https://github.com/FlorianBruniaux/claude-code-ultimate-guide](https://github.com/FlorianBruniaux/claude-code-ultimate-guide) (commit `5395214`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `plan-pipeline-start` | core | 5-phase planning: PRD analysis, design review, technical decisions, dynamic research team, metrics. Produces a complete implementation plan + ADRs before any code is written. | [source](https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/5395214/examples/skills/plan-pipeline/start) |
+
+## 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) |
+| `senior-prompt-engineer` | core | World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/senior-prompt-engineer) |
+| `ux-researcher-designer` | core | UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/ux-researcher-designer) |
+
+## Source: garrytan/gstack
+
+- Repository: [https://github.com/garrytan/gstack](https://github.com/garrytan/gstack) (commit `7c9df1c`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `gstack-openclaw-office-hours` | core | Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours, or think through a new product idea or design direction before any code is written. | [source](https://github.com/garrytan/gstack/tree/7c9df1c/openclaw/skills/gstack-openclaw-office-hours) |
+
+## 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 |
+|---|---|---|---|
+| `interface-design` | core | Craft-first interface design for dashboards, admin panels, SaaS apps, tools, settings pages, data interfaces, and interactive products. Use when designing, building, reviewing, auditing, or refining product UI where visual craft, layout … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/interface-design) |
+
+## 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 |
+|---|---|---|---|
+| `canva-core-workflow-a` | core | Execute the Canva design creation and export pipeline via the Connect API. Use when building design creation workflows, exporting designs programmatically, or integrating Canva''s design tools into your application. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/canva-pack/skills/canva-core-workflow-a) |
+| `form-mobile` | core | Use when asked to design iOS or Android mobile app screens, create mobile UI, spec mobile flows, or produce screen designs for a native app. Examples: "design the onboarding screens", "spec the checkout flow for iOS", "design a home screen … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/form-mobile) |
+| `klingai-reference-architecture` | core | Production reference architecture for Kling AI video generation platforms. Use when designing scalable systems. Trigger with phrases like ''klingai architecture'', ''kling ai system design'', ''video platform architecture'', ''klingai … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/klingai-pack/skills/klingai-reference-architecture) |
+| `fireflies-reference-architecture` | core | Design meeting intelligence architecture with Fireflies.ai GraphQL API, webhooks, and CRM sync. Use when designing new integrations, planning transcript pipelines, or establishing architecture for meeting analytics platforms. Trigger with … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/fireflies-pack/skills/fireflies-reference-architecture) |
+| `keep-onboard` | core | Optimize customer onboarding — map the activation sequence, identify drop-off points, design the aha moment, and produce the onboarding email sequence. Use when asked to "fix onboarding", "improve activation", "time-to-value is too slow", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/keep-onboard) |
+| `figma-migration-deep-dive` | core | Migrate design systems between Figma files, or from other tools to Figma via API. Use when migrating design tokens between files, syncing variables across libraries, or building automated migration pipelines for Figma. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/figma-pack/skills/figma-migration-deep-dive) |
+| `find-design-agency` | core | Use whenever the user wants to find, shortlist, vet, or enrich US design and creative agencies — graphic design, UX/UI, product design, brand identity, packaging, illustration, motion design, and creative direction. Triggers on "find me a … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/mcp/servicegraph/skills/find-design-agency) |
+
+## Source: K-Dense-AI/claude-scientific-skills
+
+- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `hugging-science` | core | Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, protein design, weather modeling, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/hugging-science) |
+
+## Source: K-Dense-AI/scientific-agent-skills
+
+- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `hugging-science` | core | Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine, ecology, energy, engineering, math, drug discovery, protein design, weather modeling, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/hugging-science) |
+
+## Source: Leonxlnx/taste-skill
+
+- Repository: [https://github.com/Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) (commit `b177427`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design-taste-frontend` | core | Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on … | [source](https://github.com/Leonxlnx/taste-skill/tree/b177427/skills/taste-skill) |
+
+## 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 |
+|---|---|---|---|
+| `engineering-hiring-rubric` | core | Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a specific level. Use when asked to create an interview rubric, design a hiring process, build a technical scorecard, or standardize … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-engineering/skills/engineering-hiring-rubric) |
+
+## Source: nextlevelbuilder/ui-ux-pro-max-skill
+
+- Repository: [https://github.com/nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) (commit `fe3f65e`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `banner-design` | core | Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, … | [source](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/tree/fe3f65e/.claude/skills/banner-design) |
+
+## Source: nexu-io/open-design
+
+- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `fs-editorial-forest` | core | Art-directing a fashion house's annual report — the editorial system, the photography rhythm, and the data spreads. Built as a decision-grade design craft deck for brand stakeholders, exec audience. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/fs-editorial-forest) |
+| `design-taste-frontend` | core | Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on … | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/taste-skill) |
+| `html-ppt-product-launch` | core | Open Design Teams: a launch-and-adoption proposal for a mid-market design team weighing a switch from closed cloud tools. Built as a decision-grade B2B sales deck for design team lead, IT. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-product-launch) |
+
+## 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-design` | core | Designs system architecture with C4 diagrams and technology selection. Routes to the right architect based on design scope (system, domain, application, or full stack). Two interaction modes: guide (collaborative Q&A) or propose (architect … | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-design) |
+| `nw-security-by-design` | core | Security design principles, STRIDE threat modeling, OWASP Top 10 architectural mitigations, and secure patterns. Load when designing systems or reviewing architecture for security. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-security-by-design) |
+
+## Source: plugin87/ux-ui-agent-skills
+
+- Repository: [https://github.com/plugin87/ux-ui-agent-skills](https://github.com/plugin87/ux-ui-agent-skills) (commit `93a7fbb`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `apply-aesthetic` | core | Apply a visual direction — an archetype (high-end agency, editorial minimal, brutalist, soft-SaaS, dark-tech) or one of 138 named design systems (apple, linear-app, stripe, vercel, notion, material, shadcn, spotify, tesla…) — by resolving … | [source](https://github.com/plugin87/ux-ui-agent-skills/tree/93a7fbb/.claude/skills/apply-aesthetic) |
+
+## Source: raintree-technology/apple-hig-skills
+
+- Repository: [https://github.com/raintree-technology/apple-hig-skills](https://github.com/raintree-technology/apple-hig-skills) (commit `431fd30`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `hig-platforms` | core | Apple Human Interface Guidelines for platform-specific design. Use this skill when the user asks about "designing for iOS", "iPad app design", "macOS design", "tvOS", "visionOS", "watchOS", "Apple platform", "which platform", platform … | [source](https://github.com/raintree-technology/apple-hig-skills/tree/431fd30/skills/hig-platforms) |
+| `hig-project-context` | core | Create or update a shared Apple design context document that other HIG skills use to tailor guidance. Use when the user says "set up my project context," "what platforms am I targeting," "configure HIG settings," or when starting a new … | [source](https://github.com/raintree-technology/apple-hig-skills/tree/431fd30/skills/hig-project-context) |
+
+## 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 |
+|---|---|---|---|
+| `creative-direction` | core | Walk the user through four directional axes (tone register, aesthetic philosophy, audience relationship, sensory ambition) and produce a structured aesthetic brief that downstream content, copy, design, and art-direction skills consume as … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/creative-direction) |
+| `comparison-tool-design` | core | Designing side-by-side comparison tools (plan-compare, product-compare, alternative-compare) that help users decide rather than just listing features. Axis selection, default-comparison logic, recommendation discipline. Honest about … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/comparison-tool-design) |
+
+## Source: rohitg00/skillkit
+
+- Repository: [https://github.com/rohitg00/skillkit](https://github.com/rohitg00/skillkit) (commit `d2e5c34`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design-first` | core | Guides the creation of technical design documents before writing code, producing architecture diagrams, data models, API interface definitions, implementation plans, and multi-option trade-off analyses. Use when the user asks to plan a … | [source](https://github.com/rohitg00/skillkit/tree/d2e5c34/packages/core/src/methodology/packs/planning/design-first) |
+
+## 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 |
+|---|---|---|---|
+| `design-system-creation` | core | \| Creates comprehensive design systems with typography, colors, components, and documentation for consistent UI development. Use when establishing design standards, building component libraries, or ensuring cross-team consistency. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/design-system-creation/skills/design-system-creation) |
+| `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: softaworks/agent-toolkit
+
+- Repository: [https://github.com/softaworks/agent-toolkit](https://github.com/softaworks/agent-toolkit) (commit `3027f20`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `mermaid-diagrams` | core | Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams … | [source](https://github.com/softaworks/agent-toolkit/tree/3027f20/skills/mermaid-diagrams) |
+
+## Source: tzachbon/smart-ralph
+
+- Repository: [https://github.com/tzachbon/smart-ralph](https://github.com/tzachbon/smart-ralph) (commit `b26bb23`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `spec-workflow` | core | This skill should be used when the user asks to "build a feature", "create a spec", "start spec-driven development", "run research phase", "generate requirements", "create design", "plan tasks", "implement spec", "check spec status", … | [source](https://github.com/tzachbon/smart-ralph/tree/b26bb23/plugins/ralph-specum/skills/spec-workflow) |
+| `communication-style` | core | This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output … | [source](https://github.com/tzachbon/smart-ralph/tree/b26bb23/plugins/ralph-specum/skills/communication-style) |
+
+## Source: wholiver/swiftui-design-skill
+
+- Repository: [https://github.com/wholiver/swiftui-design-skill](https://github.com/wholiver/swiftui-design-skill) (commit `2c82638`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `swiftui-design-skill` | core | SwiftUI frontend visual design skill. Creates beautiful, distinctive iOS/macOS interfaces that avoid generic AI slop patterns. Covers design direction, layout systems, typography, color, spacing, brand integration, and design review. Use … | [source](https://github.com/wholiver/swiftui-design-skill/tree/2c82638) |
+
+## Source: wondelai/skills
+
+- Repository: [https://github.com/wondelai/skills](https://github.com/wondelai/skills) (commit `326b380`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `steve-jobs-design-review` | core | Review designs, products, and features with Steve Jobs'' standards: ruthless simplicity, focus, and end-to-end excellence. Use when the user mentions "Steve Jobs review", "design review", "product review", "what would Steve do", "insanely … | [source](https://github.com/wondelai/skills/tree/326b380/steve-jobs-design-review) |
+| `pragmatic-programmer` | core | Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract. Use when the user mentions "best practices", "pragmatic approach", "broken windows", "tracer bullet", "software craftsmanship", … | [source](https://github.com/wondelai/skills/tree/326b380/pragmatic-programmer) |
+| `domain-driven-design` | core | Model software around the business domain using bounded contexts, aggregates, and ubiquitous language. Use when the user mentions "domain modeling", "bounded context", "aggregate root", "ubiquitous language", "anti-corruption layer", … | [source](https://github.com/wondelai/skills/tree/326b380/domain-driven-design) |
+
+## Source: worldwonderer/novel-to-game
+
+- Repository: [https://github.com/worldwonderer/novel-to-game](https://github.com/worldwonderer/novel-to-game) (commit `3c18abd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `game-build` | core | Build the game. Compress the approved GAME_DESIGN and ART_DIRECTION into a minimal BUILD_BRIEF, hand it to the current coding agent or another strong model to implement a fully playable web prototype, and iterate against real runs and … | [source](https://github.com/worldwonderer/novel-to-game/tree/3c18abd/skills/game-build) |
+| `game-art-direction` | core | Direct game art and creative vision. Turn GAME_DESIGN into a production-level ART_DIRECTION defining a recognizable visual style, camera and composition, world and character grammar, functional colour/light/material, HUD feedback, motion … | [source](https://github.com/worldwonderer/novel-to-game/tree/3c18abd/skills/game-art-direction) |
+
+## 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-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) |
--- a/references/berufsbild-de.md
+++ b/references/berufsbild-de.md
@@ -0,0 +1,89 @@
+# Berufsbild (Deutschland) — Modedesigner/in
+
+> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 59267,
+> KldB 2010: B 28214 · 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/59267
+
+## Aufgaben und Tätigkeiten kompakt
+
+Modedesigner und Modedesignerinnen können in unterschiedlichen Bereichen tätig sein. In Entwurfsabteilungen oder eigenen Ateliers halten sie ihre Ideen als Skizzen fest, die sie dann am Computer ausarbeiten. Dabei berücksichtigen sie die technische und wirtschaftliche Umsetzbarkeit, den späteren Verwendungszweck sowie Geschmack und Kaufkraft ihrer Zielgruppe. Sie veranlassen und überwachen die Fertigung von Mustern oder Testserien, präsentieren sie ihren Auftraggebern und setzen eventuelle Änderungswünsche um. Schließlich bereiten sie die technischen Unterlagen für die Fertigung vor und überwachen ggf. die Produktion. Sie können auch Aufgaben in Bereichen wie Einkauf oder Marketing übernehmen oder als Selbstständige ein eigenes Atelier leiten.
+
+## Tätigkeitsbezeichnungen
+
+Modedesigner/in
+
+Abweichende Berufsbezeichnung der ehemaligen DDRDiplomformgestalter/Diplomformgestalterin (Uni) - Modegestaltung
+
+Berufsbezeichnung in englischer SpracheFashion designer (m/f)
+
+Berufsbezeichnungen in französischer SpracheDesigner (m/f) de mode
+
+Styliste (m/f) de mode
+
+## Die Tätigkeit im Überblick
+
+Modedesigner bzw. Modedesignerinnen entwerfen und gestalten Kleidung und Modekollektionen.
+
+## Trends
+
+Fashion on DemandMit Fashion on Demand (Mode auf Anfrage) stimmen Modeunternehmen Angebot und Nachfrage präzise aufeinander ab. Bei Fashion on Demand wird Mode erst nach dem Verkauf produziert. Ein automatisierter Produktionsablauf steuert Design, Materialeingang, Zuschnitt und Näherei auftragsbasiert. Die genau benötigte Stückzahl wird flexibel, zeitlich überschaubar und ressourcenschonend produziert. Neue Maßschneidertechnologien erfassen und visualisieren Körpermaße automatisch und leiten die Daten direkt an die Fertigung. So kann die hohe Retourenquote im Onlinehandel gesenkt werden. Fach- und Führungskräfte aus der Mode- und Textilbranche werden sich mit diesen neuen Produktionsmöglichkeiten auseinandersetzen.
+Nachhaltige Mode, nachhaltige TextilienIn der Bekleidungsbranche steigt die Nachfrage nach Produkten, die umweltfreundlich und nachhaltig produziert werden. Hersteller reagieren darauf mit innovativen Materialien wie recyceltem Kunststoff, regenerativen Textilien oder Naturfasern aus Kaffee, Pilzen oder Algen. Führungskräfte der Textilindustrie setzen auf neue Rohstoffe und effizientere Verfahren wie z.B. Ultraschalltechnologie zur Reduktion von Chemikalien, Wasser und Energie. Im Design und Handel geht es darum, Kollektionen stärker an Kundenwünsche anzupassen.
+
+## Aufgaben und Tätigkeiten (Beschreibung)
+
+Worum geht es?Modedesigner/innen entwerfen und gestalten Kleidung bzw. Modekollektionen.
+Markenwelten gestaltenZusammen mit Marketing- und Kommunikationsexperten und -expertinnen gestalten sie Markenwelten. Ihre Bekleidungskollektionen und Einzelmodelle umfassen Damen-, Herren-, Kinder-, Berufs-, Sport-, Bade- und Lederbekleidung, Wäsche und Miederwaren. Sie berücksichtigen die Wünsche ihrer Auftraggeber, den Geschmack und die Kaufkraft ihrer Zielgruppe, lassen aber auch ihre eigene Handschrift in ihre Entwürfe einfließen.
+Entwurf und ProduktionZunächst fertigen sie von Hand Entwurfsskizzen und -zeichnungen an. Ihre Anregungen kommen von überall her - aus dem täglichen Leben, der Umwelt, den Medien. Sie beobachten und berücksichtigen Modeströmungen, Trends und die Vorlieben der Zielgruppe. Aber auch wirtschaftliche Entwicklungen, technologische Veränderungen sowie Umwelt- und Gesundheitsaspekte bei Produktion und Material sind zu berücksichtigen: Welcher Kundenkreis ist bereit, für UV- und salzwasserbeständige oder selbstreinigende Stoffe mehr Geld auszugeben? Können neue Materialien den Preis senken? Kann man umweltschonende Färbemittel einsetzen? Ihre Entwürfe entwickeln Modedesigner/innen schließlich am Computer weiter. Dabei berücksichtigen sie bereits, ob ihre Gestaltungsideen auch technisch umsetzbar und wirtschaftlich zu produzieren sind. Sie veranlassen und überwachen die Anfertigung von Modellen oder Musterkollektionen, die sie den Auftraggebern präsentieren oder auf Modemessen vorstellen.
+ Sind Entwürfe bzw. Muster produktionsreif, erstellen sie die technischen Unterlagen für die Produktion. Es kann auch zu ihren Aufgaben gehören, die Arbeit in der Näherei zu koordinieren, die Qualität der Produkte zu überwachen, mit Kunden zu verhandeln und Angebote zu berechnen. Gegebenenfalls führen sie auch Erfolgskontrollen durch.
+Für Führungspositionen wird häufig ein Masterstudium vorausgesetzt.
+Vielfältige EinsatzmöglichkeitenWenn Modedesigner/innen als Trendscouts arbeiten, analysieren sie Trends in Mode und Lifestyle und beobachten und erspüren Änderungen im Verbraucherverhalten. Sie können Modehäuser sowie Garn- oder Stoff produzierende Unternehmen beraten, journalistisch tätig werden oder bei Zeitungs- und Zeitschriftenverlagen als Modeberater/in arbeiten.
+An Staatliche und staatlich anerkannte Bildungseinrichtung des tertiären Bereichs; dazu zählen forschungsorientierte Universitäten und gleichgestellte Hochschulen, z.B. Kirchliche und Philosophisch-
+
+## Aufgaben und Tätigkeiten im Einzelnen
+
+Entwürfe erstellen, weiterentwickeln und detailliert ausarbeiten, dabei materialbedingte, herstellungstechnische und wirtschaftliche Aspekte berücksichtigen
+
+Modellschnitte anfertigen, bereits erprobte Grundschnitte abändern oder variieren
+
+mit der Fertigung über Art, Qualität usw. der zu fertigenden Kleidungsstücke verhandeln und Fertigungstermine festlegen
+
+Entwurf und Entwicklungaktuelle Bekleidungsmode mitentwickeln
+
+Ideen und Einfälle in Skizzen und Entwürfen festhalten
+
+Markt- und Trendanalysen erstellen, dafür z.B. gesellschaftliche und soziale Entwicklungen recherchieren; neue Bekleidungsbedürfnisse aufspüren
+
+Stoffmessen besuchen, z.B. um sich zu informieren und inspirieren sowie neue Stoffe, Muster und Farbgebungen zu begutachten
+
+Entwürfe mit allen an der Herstellung beteiligten Stellen (Fertigung, Marketing, Betriebsleitung) bzw. dem Auftraggeber absprechen
+
+Produktionsunterlagen erstellen
+
+Arbeitsabläufe in der Musternäherei beaufsichtigen und lenken; bei schwierigen Modellen auch selbstständig Näharbeiten ausführen
+
+Anproben mit Models durchführen; falls nötig die Modelle anpassen
+
+Entwurfsschnitte an die Produktions-/Fertigungsabteilung weiterleiten, die den Modellschnitt zum produktionsreifen Schnitt umarbeitet
+
+ Marketing und BeratungFertigung von Modellkollektionen für Mode-/Verkaufsmessen veranlassen
+
+Mitarbeiter/innen in der Fertigung, Umsetzung und Anpassen eines Schnittmusters in der Schneiderei oder Schuhherstellung, indem es für verschiedene Konfektionsgrößen vergrößert oder verkleinert wird
+" name="Gradieren">Gradierung des Modellschnittes anweisen
+
+auf Modemessen mit Einkäufer/innen über die Kollektionen und Modelle verhandeln, ggf. Bestellungen und Änderungswünsche/-vorschläge entgegennehmen und Nacharbeiten veranlassen
+
+marketingstrategische Überlegungen anstellen, Werbemaßnahmen durchführen oder betreuen
+
+im Designmanagement ggf. auch bei Vertriebs- und Kommunikationskonzepten mitwirken, Etat, Haushaltsplan; Finanzplan für Einnahmen und Ausgaben
+" name="Budget">Budgets mit der Teilaufgabe der Unternehmensführung, die Planungs-, Kontroll- und Koordinationsaufgaben zur Steuerung des Unternehmens umfasst
+" name="Controlling">Controlling-Abteilung erarbeiten
+
+Mode, Garn oder Stoff herstellende Unternehmen beraten
+
+Lehre und Forschungtheoretische und praktische Fachkenntnisse erarbeiten und vermitteln, Lehrveranstaltungen abhalten
+
+Studierende betreuen, Prüfungen abnehmen
+
+Forschungsprojekte durchführen
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,90 @@
+# Market evidence report — fashion-designer
+
+Source: **17 real job ads** (JSearch API, countries: us 17), 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 | 10 | 59 % |
+| junior | 3 | 18 % |
+| senior | 2 | 12 % |
+| lead | 1 | 6 % |
+| n/a | 1 | 6 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | Adobe Illustrator | 9 | 53 % |
+| 2 | Adobe Photoshop | 7 | 41 % |
+| 3 | Microsoft Excel | 3 | 18 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | garment construction | 9 | 53 % |
+| 2 | sketching | 8 | 47 % |
+| 3 | fashion design | 7 | 41 % |
+| 4 | apparel design | 6 | 35 % |
+| 5 | trend forecasting | 4 | 24 % |
+| 6 | fabric sourcing | 3 | 18 % |
+| 7 | market research | 3 | 18 % |
+| 8 | tech pack creation | 3 | 18 % |
+| 9 | technical design | 3 | 18 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | team mentoring | 4 | 24 % |
+| 2 | trend research | 3 | 18 % |
+
+## Regional breakdown
+
+> **Corpus note:** 17 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** — 17 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 |
+|---|---|
+| (USA) Director, Fashion Design- Kid's | 1 |
+| Adjunct Faculty, Fashion Design | 1 |
+| Apparel Designer II, Women's Train | 1 |
+| Assistant Designer- Womenswear | 1 |
+| Assistant Fashion Designer | 1 |
+| Assistant Fashion Designer (Sweater Experience Needed!) | 1 |
+| Assistant Technical Designer - Hybrid Fashion Tech & Fit | 1 |
+| Associate Designer, Fashion - Women's Elevated Brands | 1 |
+| Childrenswear Designer (Associate - Director Levels) | 1 |
+| Creative Apparel Designer | Remote Fridays, Vacation | 1 |
+| Fashion Design Intern - Paid at The Leading Niche Washington DC | 1 |
+| Fashion Designer | 1 |
+| Footwear Designer II, Youth | 1 |
+| Senior Designer, Fashion- Women's Elevated Brands | 1 |
+| Senior Fashion Designer - Juniors Dresses | 1 |
+| Sr. RTW Designer | 1 |
+| Women’s Denim Designer | 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.
--- a/references/profile.md
+++ b/references/profile.md
@@ -0,0 +1,34 @@
+# Occupation profile — fashion designer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/77bfd6e7-5598-4818-84cb-31e2651eb046
+- **ESCO code:** 2163.1.3
+- **ISCO-08 group:** 2163 — Product and garment designers
+- **O*NET-SOC:** 27-1022.00 — Fashion Designers (match: exactMatch)
+
+## Description (ESCO)
+
+Fashion designers work on designs for the haute couture and/or ready-to-wear, high street fashion markets, and more generally on items of clothing and fashion ranges. Fashion designers can operate in a specialised area, such as sportswear, childrenswear, footwear or accessories.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- accessory designer
+- fashion design specialist
+- swimwear designer
+- footwear designer
+- fashion stylist
+- high fashion designer
+- fashion design expert
+- textile specialist
+- fashion expert
+- sportswear designer
+- fashion specialist
+- childrenswear designer
+- textile expert
+- apparel stylist
+- fashion artist
+- apparel designer
+- fashion designers
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,55 @@
+# Competences — fashion designer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/77bfd6e7-5598-4818-84cb-31e2651eb046).
+
+## Essential
+
+- **art history** (knowledge)
+- **collaborate with designers** (skill/competence)
+- **design wearing apparel** (skill/competence)
+- **develop design ideas cooperatively** (skill/competence)
+- **gather reference materials for artwork** (skill/competence)
+- **history of fashion** (knowledge)
+- **identify target markets for designs** (skill/competence)
+- **keep up to date on costume design** (skill/competence)
+- **modify textile designs** (skill/competence)
+- **monitor developments in technology used for design** (skill/competence)
+- **monitor textile manufacturing developments** (skill/competence)
+- **portfolio management in textile manufacturing** (knowledge)
+- **produce textile designs** (skill/competence)
+- **produce textile samples** (skill/competence)
+- **properties of textile materials** (knowledge)
+- **seek innovation in current practices** (skill/competence)
+- **textile techniques** (knowledge)
+- **use specialised design software** (skill/competence)
+- **use textile technique for hand-made products** (skill/competence)
+
+## Optional
+
+- collaborate with a technical staff in artistic productions (skill/competence)
+- dyeing technology (knowledge)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 17 ads, as of 2026-07-11)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- garment construction — **53 %**
+- sketching — **47 %**
+- fashion design — **41 %**
+- apparel design — **35 %**
+- trend forecasting — **24 %**
+- tech pack creation — **18 %**
+- technical design — **18 %**
+- fabric sourcing — **18 %**
+- market research — **18 %**
+
+### Responsibilities
+
+- team mentoring — **24 %**
+- trend research — **18 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,46 @@
+# Tasks & work activities — fashion designer
+
+Source: O*NET 30.3, occupation 27-1022.00 (Fashion Designers).
+
+## Task statements
+
+- **[Core]** Direct and coordinate workers involved in drawing and cutting patterns and constructing samples or finished garments.
+- **[Core]** Examine sample garments on and off models, modifying designs to achieve desired effects.
+- **[Core]** Sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.
+- **[Core]** Confer with sales and management executives or with clients to discuss design ideas.
+- **[Core]** Identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.
+- **[Core]** Attend fashion shows and review garment magazines and manuals to gather information about fashion trends and consumer preferences.
+- **[Core]** Select materials and production techniques to be used for products.
+- **[Core]** Provide sample garments to agents and sales representatives, and arrange for showings of sample garments at sales meetings or fashion shows.
+- **[Core]** Adapt other designers' ideas for the mass market.
+- **[Core]** Purchase new or used clothing and accessory items as needed to complete designs.
+- **[Core]** Visit textile showrooms to keep up-to-date on the latest fabrics.
+- **[Core]** Collaborate with other designers to coordinate special products and designs.
+- **[Core]** Test fabrics or oversee testing so that garment care labels can be created.
+- **[Supplemental]** Design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions.
+- **[Supplemental]** Determine prices for styles.
+- **[Supplemental]** Draw patterns for articles designed, cut patterns, and cut material according to patterns, using measuring instruments and scissors.
+- **[Supplemental]** Develop a group of products or accessories, and market them through venues such as boutiques or mail-order catalogs.
+- **[Supplemental]** Read scripts and consult directors and other production staff to develop design concepts and plan productions.
+- **[Supplemental]** Sew together sections of material to form mockups or samples of garments or articles, using sewing equipment.
+- **[Supplemental]** Research the styles and periods of clothing needed for film or theatrical productions.
+
+## Detailed work activities
+
+- Build models, patterns, or templates.
+- Calculate costs of goods or services.
+- Collaborate with others to develop or refine designs.
+- Conduct market research.
+- Conduct research to inform art, designs, or other work.
+- Coordinate design activities.
+- Determine the value of goods or services.
+- Develop artistic or design concepts for decoration, exhibition, or commercial purposes.
+- Draw detailed or technical illustrations.
+- Maintain inventories of materials, equipment, or products.
+- Monitor current trends.
+- Promote products, activities, or organizations.
+- Select materials or props.
+- Study scripts to determine project requirements.
+- Test characteristics of materials or structures.
+- Test materials, solutions, or samples.
+- Write informational material.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,49 @@
+# Tools & technology — fashion designer
+
+Source: O*NET 30.3 'Software Skills' for 27-1022.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| SAS | Analytical or scientific software | yes |
+| Autodesk Revit | Computer aided design CAD software | yes |
+| Trimble SketchUp Pro | Computer aided design CAD software | yes |
+| Adobe InDesign | Desktop publishing software | yes |
+| Adobe Acrobat | Document management software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Adobe Creative Cloud software | Graphics or photo imaging software | yes |
+| Adobe Illustrator | Graphics or photo imaging software | yes |
+| Adobe Photoshop | Graphics or photo imaging software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| JavaScript | Web platform development software | yes |
+| Microsoft Word | Word processing software | yes |
+| Financial accounting software | Accounting software |  |
+| Autodesk AutoCAD Design Suite | Computer aided design CAD software |  |
+| C-DESIGN Fashion | Computer aided design CAD software |  |
+| CLO Virtual Fashion Marvelous Designer | Computer aided design CAD software |  |
+| Computer aided design and drafting software CADD | Computer aided design CAD software |  |
+| Fashion Toolbox | Computer aided design CAD software |  |
+| Optitex 3D Suite | Computer aided design CAD software |  |
+| Patternmaking software | Computer aided design CAD software |  |
+| StartingAClothingLine.com Digital Fashion Pro | Computer aided design CAD software |  |
+| Autodesk SketchBook Pro | Graphics or photo imaging software |  |
+| Corel CorelDraw Graphics Suite | Graphics or photo imaging software |  |
+| Corel Painter | Graphics or photo imaging software |  |
+| Lectra Prima Vision Print Repeat | Graphics or photo imaging software |  |
+| Web browser software | Internet browser software |  |
+| User interface design software | Program testing software |  |
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 17 ads, as of 2026-07-11)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Tools
+
+- Adobe Illustrator — **53 %**
+- Adobe Photoshop — **41 %**
+- Microsoft Excel — **18 %**
+
+<!-- market-evidence -->