feat: jewellery-designer skill package v0.1.0

2026-08-14 17:01:12 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — jewellery-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 — jewellery-designer
+    "ESCO (occupation & competences)" : 36
+    "O*NET (tasks & tools)" : 67
+    "Job boards (market evidence)" : 55
+    "Anthropic official Claude skills" : 9
+    "External AI skill packs (mapped)" : 179
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 36 | 10.4 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 67 | 19.4 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 55 | 15.9 % | 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 | 2.6 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 179 | 51.7 % | 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).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,53 @@
+---
+name: jewellery-designer
+description: "Occupational skill for the role 'jewellery designer' (also: jewelry designer, jewellery artist & designer, jewellery artist and designer, jewelry designer and sculptural artist, jewellery artist, jewelry artist and designer). Use when the user asks for typical jewellery designer work such as: typical jewellery designer responsibilities"
+---
+
+# Jewellery Designer
+
+Jewellery designers use a variety of materials, including gold, silver and precious stones to design and plan pieces of jewellery that can have a wearable or decorative purpose. They are involved in the different stages of the making process and may design for individual clients or for mass production clients.
+
+## 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)
+
+- adjust jewellery
+- art history
+- build jewellery models
+- calculate value of gems
+- cast jewellery metal
+- clean jewellery pieces
+- collaborate with a technical staff in artistic productions
+- contextualise artistic work
+- create jewellery
+- cut gem stones
+- define artistic approach
+- develop jewellery designs
+- ensure conformance to jewel design specifications
+- examine gems
+- gather reference materials for artwork
+
+## Hot technologies
+
+- Adobe Acrobat
+- Adobe Creative Cloud software
+- Adobe Illustrator
+- Adobe InDesign
+- Adobe Photoshop
+- Autodesk Revit
+- JavaScript
+- Microsoft Excel
+- Microsoft Office software
+- Microsoft Outlook
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/34c57104-ff9b-4003-809e-56eece3cb4d5), O*NET 30.3 (27-1022.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,286 @@
+{
+  "name": "jewellery-designer",
+  "title": "jewellery designer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/34c57104-ff9b-4003-809e-56eece3cb4d5",
+    "esco_code": "2163.1.5",
+    "isco_group": "2163",
+    "onet_soc": "27-1022.00",
+    "crosswalk_match": "manual nearest via ISCO 2163 (Fashion 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": 26,
+    "skills_optional": 9,
+    "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": 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
+      },
+      "rohitg00/skillkit": {
+        "repo": "https://github.com/rohitg00/skillkit",
+        "commit": "d2e5c34",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 11
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "jabrena/plinth": {
+        "repo": "https://github.com/jabrena/plinth",
+        "commit": "065eae8",
+        "license": "Apache-2.0",
+        "skills": 4
+      },
+      "secondsky/claude-skills": {
+        "repo": "https://github.com/secondsky/claude-skills",
+        "commit": "c4889f6",
+        "license": "MIT",
+        "skills": 2
+      },
+      "nextlevelbuilder/ui-ux-pro-max-skill": {
+        "repo": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill",
+        "commit": "fe3f65e",
+        "license": "MIT",
+        "skills": 1
+      },
+      "sanjay3290/ai-skills": {
+        "repo": "https://github.com/sanjay3290/ai-skills",
+        "commit": "3619692",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "staruhub/ClaudeSkills": {
+        "repo": "https://github.com/staruhub/ClaudeSkills",
+        "commit": "3d4045d",
+        "license": "MIT",
+        "skills": 1
+      },
+      "giuseppe-trisciuoglio/developer-kit": {
+        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
+        "commit": "306f428",
+        "license": "MIT",
+        "skills": 1
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 6
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 8
+      },
+      "K-Dense-AI/claude-scientific-skills": {
+        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 8
+      },
+      "softaworks/agent-toolkit": {
+        "repo": "https://github.com/softaworks/agent-toolkit",
+        "commit": "3027f20",
+        "license": "MIT",
+        "skills": 1
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 2
+      },
+      "SFKislev/Flue": {
+        "repo": "https://github.com/SFKislev/Flue",
+        "commit": "3d52e8e",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 1
+      },
+      "aklofas/kicad-happy": {
+        "repo": "https://github.com/aklofas/kicad-happy",
+        "commit": "fc94a3d",
+        "license": "MIT",
+        "skills": 2
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "ferdinandobons/startup-skill": {
+        "repo": "https://github.com/ferdinandobons/startup-skill",
+        "commit": "a5f97c3",
+        "license": "MIT",
+        "skills": 1
+      },
+      "CloudAI-X/threejs-skills": {
+        "repo": "https://github.com/CloudAI-X/threejs-skills",
+        "commit": "b1c6230",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "aaron-he-zhu/aaron-marketing-skills": {
+        "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
+        "commit": "b7b0b9f",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 2
+      },
+      "wondelai/skills": {
+        "repo": "https://github.com/wondelai/skills",
+        "commit": "326b380",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mattpocock/skills": {
+        "repo": "https://github.com/mattpocock/skills",
+        "commit": "66898f6",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mxyhi/ok-skills": {
+        "repo": "https://github.com/mxyhi/ok-skills",
+        "commit": "94707b6",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "indranilbanerjee/digital-marketing-pro": {
+        "repo": "https://github.com/indranilbanerjee/digital-marketing-pro",
+        "commit": "a3d119c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "SamurAIGPT/Generative-Media-Skills": {
+        "repo": "https://github.com/SamurAIGPT/Generative-Media-Skills",
+        "commit": "a1c4c98",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nWave-ai/nWave": {
+        "repo": "https://github.com/nWave-ai/nWave",
+        "commit": "1d0f13c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "serpro69/claude-toolbox": {
+        "repo": "https://github.com/serpro69/claude-toolbox",
+        "commit": "24bd597",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 71,
+      "adjacent": 9
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 36,
+      "onet": 67,
+      "jobads": 55,
+      "wiki_ai": 0,
+      "anthropic": 9,
+      "ai_skills": 179,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 10.4,
+      "onet": 19.4,
+      "jobads": 15.9,
+      "wiki_ai": 0.0,
+      "anthropic": 2.6,
+      "ai_skills": 51.7,
+      "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 +1,386 @@
+# External AI agent skills — jewellery-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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `spec-creation` | core | Feature specification creation from codebase research. Produces requirements, acceptance criteria, architecture decisions, implementation plans, and risk analysis. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/claudekit/skills/spec-creation) |
+| `additive-manufacturing` | core | Skill for additive manufacturing process selection, design optimization, and build preparation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/mechanical-engineering/skills/additive-manufacturing) |
+| `spec-driven-development` | core | Specification creation and management for the Pilot Shell methodology. Covers semantic search, clarifying questions, structured spec generation, and iterative refinement. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/pilot-shell/skills/spec-driven-development) |
+| `quantitative-methods` | core | Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/social-sciences/skills/quantitative-methods) |
+| `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) |
+| `animation-spec` | core | Generate animation specifications, easing curves, and motion design documentation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/ux-ui-design/skills/animation-spec) |
+| `deferred-rendering` | core | Deferred shading/lighting skill for G-buffer design and decals. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/deferred-rendering) |
+| `mock-spec-extractor` | core | Extracts design specifications from mock images including colors, typography, spacing, and component details | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/ux-ui-design/skills/mock-spec-extractor) |
+| `network-optimization-modeler` | core | Supply chain network design and optimization skill using mathematical modeling | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/network-optimization-modeler) |
+
+## Source: aaron-he-zhu/aaron-marketing-skills
+
+- Repository: [https://github.com/aaron-he-zhu/aaron-marketing-skills](https://github.com/aaron-he-zhu/aaron-marketing-skills) (commit `b7b0b9f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ad-test-designer` | core | Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/ad/orchestrate/ad-test-designer) |
+
+## 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) |
+
+## Source: aklofas/kicad-happy
+
+- Repository: [https://github.com/aklofas/kicad-happy](https://github.com/aklofas/kicad-happy) (commit `fc94a3d`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `jlcpcb` | core | JLCPCB PCB fabrication and assembly — BOM/CPL generation, basic vs extended parts, assembly constraints, design rules, ordering workflow. Use with KiCad for JLCPCB manufacturing. Use this skill when the user mentions JLCPCB, wants to order … | [source](https://github.com/aklofas/kicad-happy/tree/fc94a3d/skills/jlcpcb) |
+| `pcbway` | core | PCBWay PCB fabrication and assembly — turnkey/consigned assembly, design rules, ordering workflow. Alternative to JLCPCB for manufacturing. Use with KiCad. Use this skill when the user mentions PCBWay, needs turnkey assembly (PCBWay … | [source](https://github.com/aklofas/kicad-happy/tree/fc94a3d/skills/pcbway) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `geoscience-skills` | core | 6 geoscience & climate skills. Trigger: earth science data, GIS, remote sensing, climate modeling. Design: geospatial tools, satellite data processing, and environmental models. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/geoscience) |
+| `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) |
+| `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) |
+| `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) |
+| `economics-skills` | core | 9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods with standard economics databases. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/economics) |
+
+## Source: CloudAI-X/threejs-skills
+
+- Repository: [https://github.com/CloudAI-X/threejs-skills](https://github.com/CloudAI-X/threejs-skills) (commit `b1c6230`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `threejs-geometry` | core | Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering. | [source](https://github.com/CloudAI-X/threejs-skills/tree/b1c6230/skills/threejs-geometry) |
+
+## 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) |
+| `ios-hig-design-guide` | core | Build, update, and apply iOS design specifications using Apple Human Interface Guidelines (HIG) source data. Use when a task asks for iOS UI/UX rules, Apple design standards, component behavior, accessibility constraints, interaction … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/ios-hig-design-guide) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `resume-formatter` | core | Ensure ATS-friendly formatting and create clean, scannable layouts. Use when the user mentions resume format, layout, template, design, or fixing formatting issues. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/career/resume-formatter) |
+| `domain-driven-design` | core | Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/domain-driven-design) |
+| `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) |
+| `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) |
+| `draw-io` | core | draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/draw-io) |
+| `prisma-expert` | core | Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/prisma-expert) |
+| `scikit-survival` | core | Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/scikit-survival) |
+
+## 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: 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 |
+|---|---|---|---|
+| `speckit-plan` | core | Generate technical implementation plans from feature specifications. Use after creating a spec to define architecture, tech stack, and implementation phases. Creates plan.md with detailed technical design. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/speckit-plan) |
+
+## Source: giuseppe-trisciuoglio/developer-kit
+
+- Repository: [https://github.com/giuseppe-trisciuoglio/developer-kit](https://github.com/giuseppe-trisciuoglio/developer-kit) (commit `306f428`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `dynamodb-toolbox-patterns` | core | Provides TypeScript patterns for DynamoDB-Toolbox v2 including schema/table/entity modeling, .build() command workflow, query/scan access patterns, batch and transaction operations, and single-table design with computed keys. Use when … | [source](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-typescript/skills/dynamodb-toolbox-patterns) |
+
+## Source: indranilbanerjee/digital-marketing-pro
+
+- Repository: [https://github.com/indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro) (commit `a3d119c`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `funnel-architect` | core | Design marketing funnels. Use when: mapping customer journeys, attribution modeling, or conversion paths. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/funnel-architect) |
+
+## Source: jabrena/plinth
+
+- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `034-architecture-design-exploration` | core | Use when a sanitized issue summary, requirement summary, or design brief needs technical design exploration before creating ADRs, specifications, or implementation plans. This skill inspects repository context, clarifies material … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/034-architecture-design-exploration) |
+| `705-technologies-nosql-mongodb` | core | Use when you need framework-agnostic MongoDB and non-relational database query guidance — document schema design, collection modeling, JSON Schema validation, indexes, aggregation pipelines, query performance, consistency trade-offs, … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/705-technologies-nosql-mongodb) |
+| `315-frameworks-spring-mongodb` | core | Use when you need to design or implement MongoDB data access in Spring Boot — including document modeling, Spring Data Mongo repositories/templates, indexing, optimistic concurrency, and error handling. This should trigger for requests … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/315-frameworks-spring-mongodb) |
+| `515-frameworks-micronaut-mongodb` | core | Use when you need MongoDB persistence in Micronaut — including @MongoRepository design, document modeling, indexes, query patterns, and error handling. This should trigger for requests such as Add MongoDB in Micronaut; Review Micronaut … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/515-frameworks-micronaut-mongodb) |
+
+## 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 |
+|---|---|---|---|
+| `granola-webhooks-events` | core | Build event-driven automations with Granola''s Zapier webhook triggers. Use when creating real-time notification systems, processing meeting events, or building custom integrations that react to Granola note creation. Trigger: "granola … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/granola-pack/skills/granola-webhooks-events) |
+| `modeling-nosql-data` | core | Build use when you need to work with NoSQL data modeling. This skill provides NoSQL database design with comprehensive guidance and automation. Trigger with phrases like "model NoSQL data", "design document structure", or "optimize NoSQL … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/nosql-data-modeler/skills/modeling-nosql-data) |
+| `clickhouse-core-workflow-a` | core | Design ClickHouse schemas with MergeTree engines, ORDER BY keys, and partitioning. Use when creating new tables, choosing engines, designing sort keys, or modeling data for analytical workloads. Trigger: "clickhouse schema design", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clickhouse-pack/skills/clickhouse-core-workflow-a) |
+| `generating-api-contracts` | core | Generate API contracts and OpenAPI specifications from code or design documents. Use when documenting API contracts and specifications. Trigger with phrases like "generate API contract", "create OpenAPI spec", or "document API contract".  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/api-development/api-contract-generator/skills/generating-api-contracts) |
+| `product-brief` | core | Structured product brief and PRD creation assistant. Use when the user needs to write a product brief, PRD, feature spec, or any document that defines what to build and why. Triggers include "product brief", "PRD", "spec", "feature doc", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/pm-ai-partner/skills/product-brief) |
+| `adobe-hello-world` | core | Create minimal working examples for Adobe APIs: Firefly image generation, PDF extraction, and Photoshop background removal. Use when starting a new Adobe integration, testing your setup, or learning basic Adobe API patterns. Trigger with … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/adobe-pack/skills/adobe-hello-world) |
+| `adobe-local-dev-loop` | core | Configure Adobe local development with App Builder CLI, Runtime actions, hot reload, and mock testing for Firefly/PDF/Photoshop APIs. Use when setting up a development environment, configuring test workflows, or establishing a fast … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/adobe-pack/skills/adobe-local-dev-loop) |
+| `ideogram-core-workflow-a` | core | Execute Ideogram primary workflow: text-to-image generation with text rendering. Use when generating images from text prompts, creating designs with embedded text, or building the main image generation pipeline. Trigger with phrases like … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/ideogram-pack/skills/ideogram-core-workflow-a) |
+
+## 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) |
+| `cirq` | core | Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/cirq) |
+
+## 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) |
+| `cirq` | core | Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/cirq) |
+
+## Source: mattpocock/skills
+
+- Repository: [https://github.com/mattpocock/skills](https://github.com/mattpocock/skills) (commit `66898f6`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `domain-modeling` | core | Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model. | [source](https://github.com/mattpocock/skills/tree/66898f6/skills/engineering/domain-modeling) |
+
+## Source: mukul975/Anthropic-Cybersecurity-Skills
+
+- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `performing-threat-modeling-with-owasp-threat-dragon` | core | Use OWASP Threat Dragon to create data flow diagrams, identify threats using STRIDE and LINDDUN methodologies, and generate threat model reports for secure design review. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-threat-modeling-with-owasp-threat-dragon) |
+
+## Source: mxyhi/ok-skills
+
+- Repository: [https://github.com/mxyhi/ok-skills](https://github.com/mxyhi/ok-skills) (commit `94707b6`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `domain-modeling` | core | Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model. | [source](https://github.com/mxyhi/ok-skills/tree/94707b6/domain-modeling) |
+
+## 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 |
+|---|---|---|---|
+| `design-system` | core | Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design tokens, systematic … | [source](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/tree/fe3f65e/.claude/skills/design-system) |
+
+## 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-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: 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 |
+|---|---|---|---|
+| `analytics-strategy` | core | Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. Use this skill whenever the user wants to plan analytics, design dashboards, build … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/analytics-strategy) |
+
+## 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: rsmdt/the-startup
+
+- Repository: [https://github.com/rsmdt/the-startup](https://github.com/rsmdt/the-startup) (commit `ff6a0be`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `domain-modeling` | core | Unified domain and data modeling for business entities, invariants, schema design, aggregate boundaries, and evolution strategy. Use when designing business models, schema changes, bounded contexts, or consistency rules. | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/development/domain-modeling) |
+
+## Source: SamurAIGPT/Generative-Media-Skills
+
+- Repository: [https://github.com/SamurAIGPT/Generative-Media-Skills](https://github.com/SamurAIGPT/Generative-Media-Skills) (commit `a1c4c98`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `muapi-floor-plan-rendering` | core | Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering. | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/library/visual/floor-plan-rendering) |
+
+## Source: sanjay3290/ai-skills
+
+- Repository: [https://github.com/sanjay3290/ai-skills](https://github.com/sanjay3290/ai-skills) (commit `3619692`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `deep-research` | core | Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/deep-research) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `api-design-principles` | core | Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/api-design-principles/skills/api-design-principles) |
+
+## Source: serpro69/claude-toolbox
+
+- Repository: [https://github.com/serpro69/claude-toolbox](https://github.com/serpro69/claude-toolbox) (commit `24bd597`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `review-spec` | core | Use after implementing tasks or mid-feature to verify code matches design docs and ensure they are in sync. Detects spec deviations, missing implementations, doc inconsistencies, and outdated docs in design and implementation documentation. | [source](https://github.com/serpro69/claude-toolbox/tree/24bd597/klaude-plugin/skills/review-spec) |
+
+## Source: SFKislev/Flue
+
+- Repository: [https://github.com/SFKislev/Flue](https://github.com/SFKislev/Flue) (commit `3d52e8e`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `Adobe` | core | Control Adobe desktop apps - Photoshop, Illustrator, Premiere, After Effects, InDesign, Audition - from the shell via Flue, without an MCP server. | [source](https://github.com/SFKislev/Flue/tree/3d52e8e/skills/adobe) |
+
+## 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: staruhub/ClaudeSkills
+
+- Repository: [https://github.com/staruhub/ClaudeSkills](https://github.com/staruhub/ClaudeSkills) (commit `3d4045d`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `deep-research` | core | Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need … | [source](https://github.com/staruhub/ClaudeSkills/tree/3d4045d/skills/Geek-skills-deep-research) |
+
+## 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 |
+|---|---|---|---|
+| `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: 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 +1,93 @@
+# Berufsbild (Deutschland) — Schmuckdesigner/in
+
+> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 59255,
+> KldB 2010: B 93524 · 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/59255
+
+## Aufgaben und Tätigkeiten kompakt
+
+Schmuckdesigner und Schmuckdesignerinnen entwerfen Schmuck-, Gebrauchs- und Kunstgegenstände als Unikate, aber auch Serien für die industrielle Fertigung. Dabei verwenden sie Werkstoffe wie Edelmetalle, (Halb-)Edelsteine, synthetische Materialien, Edelhölzer, Leder, Glas oder Perlmutt. Sie wenden Bearbeitungsverfahren wie Goldschmieden, Silberschmieden, Edelmetallbearbeitung: Herausarbeiten von Figuren und Verzierungen aus Gold- und Silberoberflächen u.a. mit Stichel, Meißel und Feile
+" name="Ziselieren">Ziselieren, auch: Emaille
+ Ein Überzug, der auf Metall aufgeschmolzen wird, korrosions- sowie temperaturbeständig und oft farbig ist und als Schutz- oder Zierfläche dient
+" name="Email">Emaillieren, Einritzen von Mustern und Verzierungen in Glas, Steine oder Metallflächen
+" name="Gravieren">Gravieren, Metalldrücken oder Edelsteinschleifen an. Ihre Inspirationen beziehen sie z.B. aus aktuellen Trends oder durch Eindrücke aus der Natur. Sie entwerfen für Kundschaft Skizzen, Entwürfe und Fertigungsunterlagen und legen die Materialien fest. Sie sind an der Zwischen- und Abschlusspräsentation beteiligt und berücksichtigen Änderungswünsche.
+
+## Tätigkeitsbezeichnungen
+
+Schmuckdesigner/in
+
+Abweichende Berufsbezeichnung der ehemaligen DDRDiplomformgestalter/Diplomformgestalterin (Uni) - Fachrichtung Schmuck- und Metallgestaltung
+
+Berufsbezeichnung in englischer SpracheJewellery designer (m/f)
+
+Berufsbezeichnungen in französischer SpracheDesigner (m/f) en bijouterie
+
+Designer (m/f) en bijoux
+
+Designer (m/f) en joaillerie
+
+## Die Tätigkeit im Überblick
+
+Schmuckdesigner und Schmuckdesignerinnen planen, entwerfen und gestalten Schmuck sowie Gebrauchs- und Kunstgegenstände aus Edelmetallen, Edelsteinen und sonstigen Materialien.
+
+## Trends
+
+3-D-Druck im DesignFür die Herstellung von Prototypen ist die Technik der Auch: Additive Fertigung, Rapid Prototyping. Herstellungsverfahren, bei dem durch das schichtweise Ablagern von Material ein Objekt aufgebaut wird. Es kommt vor allem bei der Herstellung von Prototypen und Modellen oder Werkstücken mit geringer Stückzahl zum Einsatz. Die Vorlage wird meist mit CAD-Software angefertigt.
+" name="3-D-Druck">Additiven Fertigung bereits im Einsatz. Zunehmend erobert sie auch das Design. Auf der Grundlage digitaler Informationen werden dreidimensionale Objekte nach Kundenwunsch hergestellt. So werden individuelle Designerstücke zugänglicher, die sonst nur sehr aufwändig produziert werden könnten. Designer und Designerinnen müssen sich mit der neuen Technik vertraut machen, um für diese Entwicklung gerüstet zu sein.
+
+## Aufgaben und Tätigkeiten (Beschreibung)
+
+Worum geht es?Schmuckdesigner/innen planen, entwerfen und gestalten Schmuck sowie Gebrauchs- und Kunstgegenstände aus Edelmetallen, Edelsteinen und sonstigen Materialien.
+Inspiration und EntwurfBei der Planung von neuen Entwürfen achten Schmuckdesigner/innen auf aktuelle (Design)Trends, beziehen aber auch wirtschaftliche Überlegungen ein. Ihre Inspirationen holen sie sich beispielsweise aus dem eigenen Lebensumfeld, aus der Natur, der Architektur, aus Eindrücken von Reisen, von Messen oder aus der Auseinandersetzung mit Kunstwerken. Von den ersten Ideen und Skizzen geht es dann zum konkreten Entwurf, der sowohl von Hand als auch am Computer entstehen kann: Form, Proportionen, Volumen und Plastizität des zu erstellenden Schmuckstückes oder Gegenstands werden genau festgehalten und ggf. variiert. Die Entwürfe präsentieren Schmuckdesigner/innen dann den Kunden, Auftraggebern oder Vorgesetzten und arbeiten ggf. Änderungswünsche ein.
+TechnikIm nächsten Schritt fertigen sie das Schmuckstück oder den Gegenstand. Die Wahl des Materials bestimmt die Herstellungs- und Bearbeitungstechnik. Schmuckdesigner/innen sind mit den traditionellen Techniken der Edelmetallgestaltung vertraut. Dazu gehören Goldschmieden, Silberschmieden, Edelmetallbearbeitung: Herausarbeiten von Figuren und Verzierungen aus Gold- und Silberoberflächen u.a. mit Stichel, Meißel und Feile
+" name="Ziselieren">Ziselieren, Emaillieren, Einritzen von Mustern und Verzierungen in Glas, Steine oder Metallflächen
+" name="Gravieren">Gravieren, Metalldrücken und Edelsteinschleifen. Ebenso bearbeiten sie Materialien wie Kunststoffe, Edelhölzer, Leder, Glas oder Perlmutt.
+Das fertigte Unikat übergeben sie dann an den Kunden oder stellen es zum Verkauf. Handelt es sich um die Herstellung eines Prototyps für die Serienfertigung, erstellen sie zudem die erforderlichen Fertigungsunterlagen und betreuen z.B. die Anfertigung einer Testserie.
+Weitere Aufgaben Leiten Schmuckdesigner/innen eine Werkstatt oder ein Atelier, übernehmen sie darüber hinaus organisatorische, kaufmännische und verwaltende Aufgaben. Sie kalkulieren Kosten und erstellen Abrechnungen, sie leiten Mitarbeiter/innen an und beurteilen sie, führen ggf. den Schriftverkehr, übernehmen Marketingaufgaben und wirken bei Personalentscheidungen mit. Sie beraten die Betriebsleitung bezüglich der Anschaffung neuer Maschinen und Geräte oder planen die Ausweitung der Produktpalette nach modischen Erfordernissen. Je nach Aufgabenbereich halten sie auch den Kont
+
+## Aufgaben und Tätigkeiten im Einzelnen
+
+Schmuck sowie Gebrauchs- und Kunstgegenstände aus z.B. Edelmetallen planen und entwerfen
+
+Skizzen, Entwürfe und Fertigungsunterlagen anfertigen, Gestaltungskonzepte umsetzen
+
+Anschaffen, Einkaufen oder Erwerben
+ Wirtschaft: Anwerben neuer Kundschaft, z.B. durch Vertreter bzw. Vertreterinnen (sog. Akquisiteure bzw. Akquisiteurinnen)
+" name="akquirieren">Akquise und Marketing betreiben
+
+Planung, Entwurf und GestaltungIdeen in Skizzen und Entwürfen festhalten
+
+am Bildschirm z.B. mit Formen und Proportionen des zu erstellenden Schmuckstückes experimentieren
+
+Entwürfe ausarbeiten, dabei auch materialbedingte, herstellungstechnische und wirtschaftliche Aspekte berücksichtigen
+
+Material- und Herstellungskosten kalkulieren
+
+Entwürfe mit den an der Herstellung beteiligten Stellen (Fertigung, Marketing, Betriebsleitung) bzw. den Auftraggebenden absprechen
+
+bei der innerbetrieblichen Planung (Etat, Haushaltsplan; Finanzplan für Einnahmen und Ausgaben
+" name="Budget">Budget, Produktpalette und Personalauswahl) oder bei der Angebotserstellung und Vertragsausarbeitung mitwirken
+
+RealisierungEntwürfe technisch ausarbeiten, d.h., Unikate oder auch Modelle für die industrielle Serienproduktion durch Bearbeitungsverfahren wie z.B. Goldschmieden, Silberschmieden, Edelmetallbearbeitung: Herausarbeiten von Figuren und Verzierungen aus Gold- und Silberoberflächen u.a. mit Stichel, Meißel und Feile
+" name="Ziselieren">Ziselieren, auch: Emaille
+ Ein Überzug, der auf Metall aufgeschmolzen wird, korrosions- sowie temperaturbeständig und oft farbig ist und als Schutz- oder Zierfläche dient
+" name="Email">Emaillieren, Einritzen von Mustern und Verzierungen in Glas, Steine oder Metallflächen
+" name="Gravieren">Gravieren, Metalldrücken oder Edelsteinschleifen herstellen
+
+Entwürfe der Kundschaft präsentieren, Änderungswünsche umsetzen
+
+Schmuck und Edelmetallobjekte auf Kundenwunsch umarbeiten oder restaurieren
+
+Vorbereitung der Fertigungbei Serienherstellung die erforderlichen Fertigungsunterlagen erstellen
+
+Produktion bei der Anfertigung der Basisprodukte, Prototypen und Testserien betreuen, Ergebnisse prüfen und ggf. Korrekturen durchführen oder veranlassen
+
+Akquise und MarketingKundschaft akquirieren
+
+marketingstrategische Überlegungen anstellen, Werbemaßnahmen durchführen oder betreuen
+
+im Designmanagement ggf. auch bei Vertriebs- und Kommunikationskonzepten mitwirken, Budgets mit dem Controlling erarbeiten
+
+Wissenschaft und Lehretheoretische und praktische Fachkenntnisse erarbeiten
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,79 @@
+# Market evidence report — jewellery-designer
+
+Source: **12 real job ads** (JSearch API, countries: us 12), extracted into the MSSQL evidence store; as of 2026-07-14.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 11 | 92 % |
+| n/a | 1 | 8 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | Adobe Illustrator | 8 | 67 % |
+| 2 | Adobe Photoshop | 4 | 33 % |
+| 3 | Rhino | 4 | 33 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | jewelry design | 11 | 92 % |
+| 2 | technical drawing | 7 | 58 % |
+| 3 | technical pack creation | 4 | 33 % |
+| 4 | dimensional rendering | 3 | 25 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | measurement accuracy | 4 | 33 % |
+| 2 | project management | 4 | 33 % |
+| 3 | sample creation support | 4 | 33 % |
+| 4 | construction detailing | 3 | 25 % |
+
+## Regional breakdown
+
+> **Corpus note:** 12 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** — 12 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 |
+|---|---|
+| CAD Jewelry Designer | 1 |
+| Commercial Jewelry Designer | 1 |
+| Designer, Jewelry | 1 |
+| Fashion Jewelry Designer – Full-Time, NYC | 1 |
+| Fashion Jewelry Designer – Mid-Level, Full-Time, NYC | 1 |
+| FREELANCE JEWELRY / OBJECT DESIGNER + CAD ARTIST (HoodByDior) | 1 |
+| Jewelry Designer | 1 |
+| Senior Jewelry CAD Designer — 3D Prototyping & Innovation | 1 |
+| Technical Jewelry Designer - Part-time - Remote or Hybrid NYC 21 | 1 |
+| Technical Jewelry Designer - Part-time - Remote or Hybrid NYC 32 | 1 |
+| Technical Jewelry Designer - Part-time - Remote or Hybrid NYC 8 | 1 |
+| Technical Jewelry Designer - Part-time - Remote or Hybrid NYC 9 | 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 +1,26 @@
+# Occupation profile — jewellery designer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/34c57104-ff9b-4003-809e-56eece3cb4d5
+- **ESCO code:** 2163.1.5
+- **ISCO-08 group:** 2163 — Product and garment designers
+
+## Description (ESCO)
+
+Jewellery designers use a variety of materials, including gold, silver and precious stones to design and plan pieces of jewellery that can have a wearable or decorative purpose. They are involved in the different stages of the making process and may design for individual clients or for mass production clients.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- jewelry designer
+- jewellery artist & designer
+- jewellery artist and designer
+- jewelry designer and sculptural artist
+- jewellery artist
+- jewelry artist and designer
+- jewelry artist & designer
+- jewellery designer and maker
+- jewelry artist
+- jewellery designer and sculptural artist
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,77 @@
+# Competences — jewellery designer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/34c57104-ff9b-4003-809e-56eece3cb4d5).
+
+## Essential
+
+- **adjust jewellery** (skill/competence)
+- **art history** (knowledge)
+- **build jewellery models** (skill/competence)
+- **calculate value of gems** (skill/competence)
+- **cast jewellery metal** (skill/competence)
+- **clean jewellery pieces** (skill/competence)
+- **collaborate with a technical staff in artistic productions** (skill/competence)
+- **contextualise artistic work** (skill/competence)
+- **create jewellery** (skill/competence)
+- **cut gem stones** (skill/competence)
+- **define artistic approach** (skill/competence)
+- **develop jewellery designs** (skill/competence)
+- **ensure conformance to jewel design specifications** (skill/competence)
+- **examine gems** (skill/competence)
+- **gather reference materials for artwork** (skill/competence)
+- **heat jewellery metals** (skill/competence)
+- **mark designs on metal pieces** (skill/competence)
+- **mount stones in jewels** (skill/competence)
+- **record jewel processing time** (skill/competence)
+- **record jewel weight** (skill/competence)
+- **repair jewellery** (skill/competence)
+- **select gems for jewellery** (skill/competence)
+- **select metals for jewellery** (skill/competence)
+- **smoothen rough jewel parts** (skill/competence)
+- **trade in jewellery** (skill/competence)
+- **use jewellery equipment** (skill/competence)
+
+## Optional
+
+- assess conservation needs (skill/competence)
+- develop artistic educational activities (skill/competence)
+- develop artistic project budgets (skill/competence)
+- develop educational resources (skill/competence)
+- keep personal administration (skill/competence)
+- participate in artistic mediation activities (skill/competence)
+- plan art educational activities (skill/competence)
+- present exhibition (skill/competence)
+- select design elements (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 12 ads, as of 2026-07-14)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- jewelry design — **92 %**
+- technical drawing — **58 %**
+- technical pack creation — **33 %**
+- dimensional rendering — **25 %**
+- fashion trend analysis — **17 %**
+- cad modeling — **17 %**
+- market research — **17 %**
+- rendering — **17 %**
+- technical layout creation — **17 %**
+
+### Responsibilities
+
+- project management — **33 %**
+- sample creation support — **33 %**
+- measurement accuracy — **33 %**
+- construction detailing — **25 %**
+- deadline management — **17 %**
+- factory communication — **17 %**
+- multi-project management — **17 %**
+- sample development — **17 %**
+- rendering — **17 %**
+- trend forecasting — **17 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,46 @@
+# Tasks & work activities — jewellery designer
+
+Source: O*NET 30.3, occupation 27-1022.00 (Fashion Designers) — manual nearest-occupation mapping via ISCO group 2163; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+## 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.
+- **[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.
+- **[Core]** Test fabrics or oversee testing so that garment care labels can be created.
+- **[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 +1,51 @@
+# Tools & technology — jewellery designer
+
+Source: O*NET 30.3, occupation 27-1022.00 (Fashion Designers) — manual nearest-occupation mapping via ISCO group 2163; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Adobe Acrobat | Document management 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 |
+| Autodesk Revit | Computer aided design CAD software | yes |
+| JavaScript | Web platform development software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Word | Word processing software | yes |
+| SAS | Analytical or scientific software | yes |
+| Trimble SketchUp Pro | Computer aided design CAD software | yes |
+| Autodesk AutoCAD Design Suite | Computer aided design CAD software |  |
+| Autodesk SketchBook Pro | Graphics or photo imaging 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 |  |
+| Corel CorelDraw Graphics Suite | Graphics or photo imaging software |  |
+| Corel Painter | Graphics or photo imaging software |  |
+| Fashion Toolbox | Computer aided design CAD software |  |
+| Financial accounting software | Accounting software |  |
+| Lectra Prima Vision Print Repeat | Graphics or photo imaging 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 |  |
+| User interface design software | Program testing software |  |
+| Web browser software | Internet browser software |  |
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 12 ads, as of 2026-07-14)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Tools
+
+- Adobe Illustrator — **67 %**
+- Adobe Photoshop — **33 %**
+- Rhino — **33 %**
+- Adobe InDesign — **17 %**
+- ZBrush — **17 %**
+
+<!-- market-evidence -->