feat: furniture-designer skill package v0.1.0

2026-08-14 17:01:29 +02:00
commit 7f15bb0d7a
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — furniture-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 — furniture-designer
+    "ESCO (occupation & competences)" : 26
+    "O*NET (tasks & tools)" : 67
+    "Job boards (market evidence)" : 156
+    "Anthropic official Claude skills" : 13
+    "External AI skill packs (mapped)" : 187
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 26 | 5.8 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 67 | 14.9 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 156 | 34.7 % | 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 | 13 | 2.9 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 187 | 41.6 % | 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: furniture-designer
+description: "Occupational skill for the role 'furniture designer' (also: interior and furniture designer, furniture craftswoman, furniture builder, furniture planner and designer, hand-made furniture builder, interior & furniture designer). Use when the user asks for typical furniture designer work such as: typical furniture designer responsibilities"
+---
+
+# Furniture Designer
+
+Furniture designers work on items of furniture and related products. They design the product and are involved in its production as craftsmen and designers or makers. The conception of furniture combines innovative design, functional requirements and aesthetic appeal.
+
+## 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)
+
+- adapt to new design materials
+- aesthetics
+- art history
+- attend design meetings
+- consult with design team
+- design original furniture
+- design principles
+- develop design concept
+- draft design specifications
+- gather reference materials for artwork
+- monitor art scene developments
+- monitor exhibition designs
+- monitor sociological trends
+- monitor textile manufacturing developments
+- present artistic design proposals
+
+## 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/bc4d1659-6860-488e-bc13-e87eb0e36f67), O*NET 30.3 (27-1022.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,304 @@
+{
+  "name": "furniture-designer",
+  "title": "furniture designer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/bc4d1659-6860-488e-bc13-e87eb0e36f67",
+    "esco_code": "2163.1.4",
+    "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": 16,
+    "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": "9d2f1ae",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "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
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 10
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 3
+      },
+      "microsoft/power-platform-skills": {
+        "repo": "https://github.com/microsoft/power-platform-skills",
+        "commit": "0d7ed9a",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mikeyobrien/ralph-orchestrator": {
+        "repo": "https://github.com/mikeyobrien/ralph-orchestrator",
+        "commit": "407cb96",
+        "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": 5
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 3
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 5
+      },
+      "snyk/agent-scan": {
+        "repo": "https://github.com/snyk/agent-scan",
+        "commit": "f3a4621",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "secondsky/claude-skills": {
+        "repo": "https://github.com/secondsky/claude-skills",
+        "commit": "c4889f6",
+        "license": "MIT",
+        "skills": 3
+      },
+      "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": 2
+      },
+      "FlorianBruniaux/claude-code-ultimate-guide": {
+        "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide",
+        "commit": "5395214",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 6
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "AgriciDaniel/claude-blog": {
+        "repo": "https://github.com/AgriciDaniel/claude-blog",
+        "commit": "49842ea",
+        "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": 2
+      },
+      "GanyuanRan/Aegis": {
+        "repo": "https://github.com/GanyuanRan/Aegis",
+        "commit": "9454bba",
+        "license": "MIT",
+        "skills": 1
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "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": 1
+      },
+      "levnikolaevich/claude-code-skills": {
+        "repo": "https://github.com/levnikolaevich/claude-code-skills",
+        "commit": "2922616",
+        "license": "MIT",
+        "skills": 1
+      },
+      "worldwonderer/novel-to-game": {
+        "repo": "https://github.com/worldwonderer/novel-to-game",
+        "commit": "3c18abd",
+        "license": "MIT",
+        "skills": 2
+      },
+      "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": 1
+      },
+      "wondelai/skills": {
+        "repo": "https://github.com/wondelai/skills",
+        "commit": "326b380",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jabrena/plinth": {
+        "repo": "https://github.com/jabrena/plinth",
+        "commit": "065eae8",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "Neeeophytee/finding-unknowns-skills": {
+        "repo": "https://github.com/Neeeophytee/finding-unknowns-skills",
+        "commit": "84404a2",
+        "license": "MIT",
+        "skills": 1
+      },
+      "huangjia2019/claude-code-engineering": {
+        "repo": "https://github.com/huangjia2019/claude-code-engineering",
+        "commit": "5ed066a",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "robertguss/claude-skills": {
+        "repo": "https://github.com/robertguss/claude-skills",
+        "commit": "c31f3be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "serpro69/claude-toolbox": {
+        "repo": "https://github.com/serpro69/claude-toolbox",
+        "commit": "24bd597",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "vladikk/modularity": {
+        "repo": "https://github.com/vladikk/modularity",
+        "commit": "bcdca9a",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "rohitg00/skillkit": {
+        "repo": "https://github.com/rohitg00/skillkit",
+        "commit": "d2e5c34",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "thedotmack/claude-mem": {
+        "repo": "https://github.com/thedotmack/claude-mem",
+        "commit": "f5633c1",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "garrytan/gstack": {
+        "repo": "https://github.com/garrytan/gstack",
+        "commit": "7c9df1c",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 72,
+      "adjacent": 8
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 26,
+      "onet": 67,
+      "jobads": 156,
+      "wiki_ai": 0,
+      "anthropic": 13,
+      "ai_skills": 187,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 5.8,
+      "onet": 14.9,
+      "jobads": 34.7,
+      "wiki_ai": 0.0,
+      "anthropic": 2.9,
+      "ai_skills": 41.6,
+      "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 +1,418 @@
+# External AI agent skills — furniture-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` | core | 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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `control-strategy-designer` | core | Process control strategy design skill for control structure selection, loop configuration, and regulatory control | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/chemical-engineering/skills/control-strategy-designer) |
+| `crystallizer-designer` | core | Crystallization process design skill for nucleation control, crystal size distribution, and equipment selection | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/chemical-engineering/skills/crystallizer-designer) |
+| `facilitation-workshop-delivery` | core | Design and facilitate engaging professional development workshops using adult learning principles and active learning strategies | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/education/skills/facilitation-workshop-delivery) |
+| `growing-outside-in-systems` | core | Drive feature development using Outside-In TDD with Hexagonal Architecture. Design emerges through inline code, in-memory fakes, interface extraction, and deferred I/O. Use when building features, writing tests, or structuring backend … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/backend-development/skills/growing-outside-in-systems) |
+
+## 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: AgriciDaniel/claude-blog
+
+- Repository: [https://github.com/AgriciDaniel/claude-blog](https://github.com/AgriciDaniel/claude-blog) (commit `49842ea`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `blog-strategy` | core | Blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, AI citation surface strategy across ChatGPT/Perplexity/AI Overviews, distribution channel planning … | [source](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-strategy) |
+
+## 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) |
+| `coo-advisor` | core | Operations leadership for scaling companies. Process design, OKR execution, operational cadence, and scaling playbooks. Use when designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks, planning … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/coo-advisor) |
+
+## Source: anthropics/skills
+
+- Repository: [https://github.com/anthropics/skills](https://github.com/anthropics/skills) (commit `9d2f1ae`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `canvas-design` | core | 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/9d2f1ae/skills/canvas-design) |
+
+## 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 |
+|---|---|---|---|
+| `c1` | core | VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids obvious experimental designs, proposes context-optimal quantitative strategies Absorbed C4 (Experimental Materials Developer) and D1 … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/c1) |
+| `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) |
+| `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) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `canvas-design` | core | 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/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/canvas-design) |
+| `design-wizard` | core | Interactive design wizard that guides through a complete frontend design process with discovery, aesthetic selection, and code generation. Use for creating distinctive, production-ready UI. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/frontend-design-pro/skills/design-wizard) |
+| `gsd:ai-integration-phase` | core | Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/gsd/skills/ai-integration-phase) |
+
+## 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 |
+|---|---|---|---|
+| `canvas-design` | core | 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/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/canvas-design) |
+| `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) |
+| `product-strategist` | core | Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/product-strategist) |
+| `api-patterns` | core | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/api-patterns) |
+| `database-design` | core | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/database-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) |
+
+## Source: GanyuanRan/Aegis
+
+- Repository: [https://github.com/GanyuanRan/Aegis](https://github.com/GanyuanRan/Aegis) (commit `9454bba`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `brainstorming` | core | Use when defining new features, product behavior, UI/component design, architecture choices, contract changes, or ambiguous medium/high-complexity work before implementation, or when the user asks to grill or pressure-test a plan or design. | [source](https://github.com/GanyuanRan/Aegis/tree/9454bba/skills/brainstorming) |
+
+## 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: huangjia2019/claude-code-engineering
+
+- Repository: [https://github.com/huangjia2019/claude-code-engineering](https://github.com/huangjia2019/claude-code-engineering) (commit `5ed066a`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `api-conventions` | core | API design patterns and conventions for this project. Covers RESTful URL naming, response format standards, error handling, and authentication requirements. Use when writing or reviewing API endpoints, designing new APIs, or making … | [source](https://github.com/huangjia2019/claude-code-engineering/tree/5ed066a/04-Skills/projects/01-reference-skill/.claude/skills/api-conventions) |
+
+## Source: infrasity-labs/dev-gtm-claude-skills
+
+- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `blog-strategy` | core | Blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, AI citation surface strategy across ChatGPT/Perplexity/AI Overviews, distribution channel planning … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-strategy) |
+| `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: 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 |
+|---|---|---|---|
+| `054-design-tdd` | core | Use when Java implementation work should be guided by Test-Driven Development, including maintaining a test list, choosing the next behavior, writing a failing test first, implementing only enough production code to pass, and refactoring … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/054-design-tdd) |
+
+## 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) |
+| `anima-reference-architecture` | core | Implement reference architecture for Anima design-to-code automation. Use when designing a design system automation pipeline, structuring a Figma-to-React project, or planning team-scale design handoff. Trigger: "anima architecture", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/anima-pack/skills/anima-reference-architecture) |
+| `buzz-launch` | core | Design and execute a launch plan — Product Hunt, HN Show HN, newsletter coordination, social posts, and community launch moment. Use when asked to "launch [feature/product]", "plan a launch", "help us do a Product Hunt launch", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/buzz-launch) |
+| `figma-reference-architecture` | core | Reference architecture for production Figma API integrations. Use when designing a new Figma integration, planning project structure, or establishing patterns for design-to-code pipelines. Trigger with phrases like "figma architecture", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/figma-pack/skills/figma-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) |
+| `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) |
+| `clay-reference-architecture` | core | Design production Clay enrichment pipelines with table schemas, waterfall patterns, and CRM sync. Use when architecting new Clay integrations, reviewing data flow design, or establishing enrichment pipeline standards. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/clay-pack/skills/clay-reference-architecture) |
+| `design` | core | Use when the user wants the visual/experiential design of a product done systematically — a design system, a screen, a landing page, or a visual identity — grounded in researched real-world prior art and free of AI slop. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/hyperflow/skills/design) |
+| `form-logo` | core | Use when asked to create a logo, design a brand mark, generate a logo concept, or produce any logo asset. Examples: "create a logo for X", "design a brand mark", "make me a logo", "generate logo concepts", "logo for our product". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/form-logo) |
+| `lumen-instrument` | core | Instrumentation plan — design event taxonomy, property schema, and tracking plan for analytics tools. Use when asked to "what should we track", "instrumentation plan", "set up analytics events", "analytics event schema", "tracking plan", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/lumen-instrument) |
+
+## Source: levnikolaevich/claude-code-skills
+
+- Repository: [https://github.com/levnikolaevich/claude-code-skills](https://github.com/levnikolaevich/claude-code-skills) (commit `2922616`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ln-23-test-suite-auditor` | core | Audits whether an existing test suite proves important product behavior with strong, isolated tests. Use when test confidence is uncertain; not to design or implement new tests. | [source](https://github.com/levnikolaevich/claude-code-skills/tree/2922616/plugins/codebase-audit-suite/skills/ln-23-test-suite-auditor) |
+
+## Source: microsoft/power-platform-skills
+
+- Repository: [https://github.com/microsoft/power-platform-skills](https://github.com/microsoft/power-platform-skills) (commit `0d7ed9a`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `create-site` | core | Creates a new Power Pages code site (SPA) using React, Angular, Vue, or Astro. Guides through the full process from initial concept to deployed site: requirements discovery, scaffolding, component planning, design, implementation, … | [source](https://github.com/microsoft/power-platform-skills/tree/0d7ed9a/plugins/power-pages/skills/create-site) |
+
+## Source: mikeyobrien/ralph-orchestrator
+
+- Repository: [https://github.com/mikeyobrien/ralph-orchestrator](https://github.com/mikeyobrien/ralph-orchestrator) (commit `407cb96`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `pdd` | core | Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning. | [source](https://github.com/mikeyobrien/ralph-orchestrator/tree/407cb96/.claude/skills/pdd) |
+
+## 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 |
+|---|---|---|---|
+| `data-pipeline-spec` | core | Design an ETL/ELT data pipeline specification. Use when asked to design a data pipeline, spec an ETL or ELT process, document a data ingestion workflow, or plan a data integration. Produces a complete pipeline spec with sources, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-data/skills/data-pipeline-spec) |
+
+## Source: Neeeophytee/finding-unknowns-skills
+
+- Repository: [https://github.com/Neeeophytee/finding-unknowns-skills](https://github.com/Neeeophytee/finding-unknowns-skills) (commit `84404a2`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `agent-interface-design` | core | Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and examples. Use when building an MCP server or tool definition, writing an agent-facing script, or when an agent … | [source](https://github.com/Neeeophytee/finding-unknowns-skills/tree/84404a2/skills/agent-interface-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 |
+|---|---|---|---|
+| `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) |
+| `canvas-design` | core | Create beautiful visual art in PNG and PDF documents using design philosophy and aesthetic principles for posters, illustrations, and static pieces. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/canvas-design) |
+| `huashu-bento-insight` | core | Open Design vs closed cloud design tools: a side-by-side displacement case on control, cost (BYOK), and lock-in. Built as a decision-grade B2B sales deck for evaluation committee. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/huashu-bento-insight) |
+
+## 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-ux-web-patterns` | core | Web UI design patterns for product owners. Load when designing web application interfaces, writing web-specific acceptance criteria, or evaluating responsive designs. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-ux-web-patterns) |
+| `nw-ux-tui-patterns` | core | Terminal UI and CLI design patterns for product owners. Load when designing command-line tools, interactive terminal applications, or writing CLI-specific acceptance criteria. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-ux-tui-patterns) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `ux-research` | core | Plan and execute user research including research planning, recruiting, interview design, qualitative synthesis, and translating findings into product decisions. Use this skill whenever the user wants to plan user research, design … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/ux-research) |
+| `documentation-strategy` | core | Design and run a documentation system for a team or product. Use this skill when planning what to document, choosing a documentation tool, organizing existing docs, fixing stale documentation, designing a maintenance cadence, or scoping … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/documentation-strategy) |
+
+## Source: robertguss/claude-skills
+
+- Repository: [https://github.com/robertguss/claude-skills](https://github.com/robertguss/claude-skills) (commit `c31f3be`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `book-architect` | core | Design the structural and emotional architecture for nonfiction books. Use when an author has a validated book concept and needs to create the blueprint before drafting. Triggers include requests to structure a book, create a chapter … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/non-fiction-book-factory/book-architect) |
+
+## 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 |
+|---|---|---|---|
+| `user-research` | core | User research and insight synthesis for interviews, usability testing, personas, journey mapping, and actionable product/design recommendations. Use when planning studies, collecting evidence, synthesizing patterns, or converting findings … | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/design/user-research) |
+
+## 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-interior-design` | core | Create professional interior design visualizations — redesign existing rooms, generate new room concepts, or visualize specific furniture styles in a space. | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/library/visual/interior-design) |
+
+## 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) |
+| `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 |
+|---|---|---|---|
+| `design` | core | Use in pre-implementation (idea-to-design) stages to understand spec/requirements and create a correct implementation plan before writing actual code. Turns ideas into a fully-formed PRD/design/specification and implementation-plan. … | [source](https://github.com/serpro69/claude-toolbox/tree/24bd597/klaude-plugin/skills/design) |
+
+## Source: snyk/agent-scan
+
+- Repository: [https://github.com/snyk/agent-scan](https://github.com/snyk/agent-scan) (commit `f3a4621`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `canvas-design` | core | 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/snyk/agent-scan/tree/f3a4621/tests/skills/canvas-design) |
+
+## Source: thedotmack/claude-mem
+
+- Repository: [https://github.com/thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) (commit `f5633c1`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design-is` | core | Audit a design against Dieter Rams' ten "Good design is..." principles, then hand off a /make-plan prompt for one of three outcomes — new design, refine design, or redesign. Use when the user says "audit this design", "design review", … | [source](https://github.com/thedotmack/claude-mem/tree/f5633c1/plugin/skills/design-is) |
+
+## 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) |
+
+## Source: vibeeval/vibecosystem
+
+- Repository: [https://github.com/vibeeval/vibecosystem](https://github.com/vibeeval/vibecosystem) (commit `cea9462`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `frontend-dev` | core | Full-stack frontend development combining premium UI design, cinematic animations, AI-generated media assets, persuasive copywriting, and visual art. Builds complete, visually striking web pages with real media, advanced motion, and … | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/frontend-dev) |
+
+## Source: vladikk/modularity
+
+- Repository: [https://github.com/vladikk/modularity](https://github.com/vladikk/modularity) (commit `bcdca9a`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design` | core | Designs modular high-level architectures from functional requirements and produces design documents for each module. Use when designing a new system, creating architecture documentation, or producing module-level design specs with … | [source](https://github.com/vladikk/modularity/tree/bcdca9a/skills/design) |
+
+## 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) |
+
+## 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 |
+|---|---|---|---|
+| `novel-to-game` | core | Turn a novel into a playable web game. Orchestrates the whole adaptation pipeline — requirements intake, gameable deconstruction, concept selection, world and visual design, agent build, and evidence-based QA — for a novel in any language. … | [source](https://github.com/worldwonderer/novel-to-game/tree/3c18abd/skills/novel-to-game) |
+| `game-concept` | core | Design game concepts from a novel. From SOURCE_BIBLE and PRODUCT_BRIEF, generate three genuinely different directions on the dimensions still unlocked, then pick the most worthwhile playable prototype using hard vetoes and explicit … | [source](https://github.com/worldwonderer/novel-to-game/tree/3c18abd/skills/game-concept) |
+
+## 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/market.md
+++ b/references/market.md
@@ -0,0 +1,70 @@
+# Market evidence report — furniture-designer
+
+Source: **9 real job ads** (JSearch API, countries: us 9), extracted into the MSSQL evidence store; as of 2026-07-12.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 5 | 56 % |
+| senior | 3 | 33 % |
+| lead | 1 | 11 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | AutoCAD | 5 | 56 % |
+| 2 | Adobe Creative Suite | 3 | 33 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | furniture design | 5 | 56 % |
+| 2 | rendering | 3 | 33 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Regional breakdown
+
+> **Corpus note:** 9 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** — 9 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 |
+|---|---|
+| Commercial Furniture Designer / Specifier | 1 |
+| Crate&Kids Designer, C&B | 1 |
+| Furniture Design Associate (Hiring Immediately) | 1 |
+| Furniture Designer | 1 |
+| Senior Commercial Furniture Designer | 1 |
+| Senior Furniture Designer | 1 |
+| Senior Kids, Furniture Designer - West Elm (Hiring Immediately) | 1 |
+| Sr. Designer - Team Lead (Contract Furniture) Hybrid | 1 |
+| Sr. Furniture 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 +1,44 @@
+# Occupation profile — furniture designer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/bc4d1659-6860-488e-bc13-e87eb0e36f67
+- **ESCO code:** 2163.1.4
+- **ISCO-08 group:** 2163 — Product and garment designers
+
+## Description (ESCO)
+
+Furniture designers work on items of furniture and related products. They design the product and are involved in its production as craftsmen and designers or makers. The conception of furniture combines innovative design, functional requirements and aesthetic appeal.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- interior and furniture designer
+- furniture craftswoman
+- furniture builder
+- furniture planner and designer
+- hand-made furniture builder
+- interior & furniture designer
+- furniture artist
+- furniture designer and maker
+- furniture and interior designer
+- furniture technician
+- furniture design specialist
+- furniture design advisor
+- furniture planner
+- furniture & interior designer
+- hand-made furniture maker
+- furniture design consultant
+- furniture designer & planner
+- furniture designer & maker
+- furniture technologist
+- furniture craftsman
+- furniture design expert
+- furniture maker
+- FF&E designer
+- furniture planner & designer
+- hand-made furniture designer
+- furniture designer and planner
+- interior FF&E designer
+- furniture designers
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,158 @@
+# Competences — furniture designer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/bc4d1659-6860-488e-bc13-e87eb0e36f67).
+
+## Essential
+
+- **adapt to new design materials** (skill/competence)
+- **aesthetics** (knowledge)
+- **art history** (knowledge)
+- **attend design meetings** (skill/competence)
+- **consult with design team** (skill/competence)
+- **design original furniture** (skill/competence)
+- **design principles** (knowledge)
+- **develop design concept** (skill/competence)
+- **draft design specifications** (skill/competence)
+- **gather reference materials for artwork** (skill/competence)
+- **monitor art scene developments** (skill/competence)
+- **monitor exhibition designs** (skill/competence)
+- **monitor sociological trends** (skill/competence)
+- **monitor textile manufacturing developments** (skill/competence)
+- **present artistic design proposals** (skill/competence)
+- **transfer designs** (skill/competence)
+
+## Optional
+
+- 3D modelling (knowledge)
+- build props (skill/competence)
+- CAD software (knowledge)
+- collaborate with a technical staff in artistic productions (skill/competence)
+- design management (knowledge)
+- design materials for multimedia campaigns (skill/competence)
+- design props (skill/competence)
+- industrial design (knowledge)
+- use specialised design software (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 9 ads, as of 2026-07-12)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- furniture design — **56 %**
+- rendering — **33 %**
+- sketching — **22 %**
+- space planning — **22 %**
+- specification writing — **22 %**
+- trend research — **22 %**
+- material selection — **22 %**
+- lighting design — **11 %**
+- fit plan creation — **11 %**
+- floor planning — **11 %**
+- installation drawing preparation — **11 %**
+- interior design — **11 %**
+- inventory management — **11 %**
+- home product design — **11 %**
+- ideation — **11 %**
+- design process coordination — **11 %**
+- drafting — **11 %**
+- drawing development — **11 %**
+- ergonomic standards application — **11 %**
+- fabric selection — **11 %**
+- fabrication coordination — **11 %**
+- 3d modeling — **11 %**
+- client presentation delivery — **11 %**
+- client relationship building — **11 %**
+- client relationship management — **11 %**
+- code compliance — **11 %**
+- competitive benchmarking — **11 %**
+- contract furniture design — **11 %**
+- cost estimation — **11 %**
+- concept development — **11 %**
+- customer communication — **11 %**
+- design concept development — **11 %**
+- site measurement — **11 %**
+- trend forecasting — **11 %**
+- tech pack creation — **11 %**
+- technical drawing review — **11 %**
+- textile design — **11 %**
+- surface design — **11 %**
+- spatial planning — **11 %**
+- value engineering — **11 %**
+- sales techniques — **11 %**
+- prototype creation — **11 %**
+- project documentation — **11 %**
+- project management — **11 %**
+- market analysis — **11 %**
+- product design — **11 %**
+- product development — **11 %**
+- product specification development — **11 %**
+
+### Methods
+
+- virtual consultations — **11 %**
+- clienteling — **11 %**
+- in-home consultations — **11 %**
+- in-store consultations — **11 %**
+
+### Responsibilities
+
+- concept creation — **22 %**
+- trend research — **22 %**
+- project coordination — **22 %**
+- project delivery — **11 %**
+- present design concepts — **11 %**
+- presentation development — **11 %**
+- product development — **11 %**
+- product knowledge maintenance — **11 %**
+- product lifecycle management — **11 %**
+- product presentation — **11 %**
+- market research — **11 %**
+- mood board creation — **11 %**
+- order accuracy assurance — **11 %**
+- outreach — **11 %**
+- oversee design projects — **11 %**
+- project status communication — **11 %**
+- proposal creation assistance — **11 %**
+- relationship development — **11 %**
+- revision management — **11 %**
+- sample approval — **11 %**
+- sample preparation — **11 %**
+- sample review — **11 %**
+- lead leveraging — **11 %**
+- sales driving — **11 %**
+- timeline maintenance — **11 %**
+- specification guidance — **11 %**
+- specification review — **11 %**
+- team leadership — **11 %**
+- supplier relationship management — **11 %**
+- workplace specification — **11 %**
+- collaborate with manufacturers — **11 %**
+- cross-functional collaboration — **11 %**
+- custom furniture design — **11 %**
+- design consultation — **11 %**
+- design mentorship — **11 %**
+- design presentation — **11 %**
+- customer engagement — **11 %**
+- design communication — **11 %**
+- concept sketching — **11 %**
+- aesthetic evolution — **11 %**
+- application solution advising — **11 %**
+- manage project timelines — **11 %**
+- material sourcing — **11 %**
+- mentor designers — **11 %**
+- change management — **11 %**
+- furniture collection design — **11 %**
+- installation oversight — **11 %**
+- finish sample coordination — **11 %**
+- design refinement — **11 %**
+- design service provision — **11 %**
+- designer mentoring — **11 %**
+- furniture design — **11 %**
+- furniture package creation — **11 %**
+- gallery inventory scheduling — **11 %**
+- goods refurbishing — **11 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,46 @@
+# Tasks & work activities — furniture 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 +1,73 @@
+# Tools & technology — furniture 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, 9 ads, as of 2026-07-12)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Tools
+
+- AutoCAD — **56 %**
+- Adobe Creative Suite — **33 %**
+- CET — **22 %**
+- Keyshot — **22 %**
+- SketchUp — **22 %**
+- Rhino — **22 %**
+- SolidWorks — **11 %**
+- Photoshop — **11 %**
+- PlanGrid — **11 %**
+- PLM — **11 %**
+- Powerpoint — **11 %**
+- Outlook — **11 %**
+- Microsoft Excel — **11 %**
+- Microsoft Office — **11 %**
+- Microsoft Outlook — **11 %**
+- Microsoft Word — **11 %**
+- iPad — **11 %**
+- Google suite — **11 %**
+- Illustrator — **11 %**
+- InDesign — **11 %**
+- 2D tools — **11 %**
+- 3D tools — **11 %**
+- Adobe Illustrator — **11 %**
+- Adobe InDesign — **11 %**
+- Adobe Photoshop — **11 %**
+- CAD software — **11 %**
+- CAP 2020 — **11 %**
+
+<!-- market-evidence -->