feat: visual-merchandiser skill package v0.1.0

2026-08-14 18:54:23 +02:00
commit e682d1abc3
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — visual-merchandiser
+
+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 — visual-merchandiser
+    "ESCO (occupation & competences)" : 24
+    "O*NET (tasks & tools)" : 64
+    "Job boards (market evidence)" : 79
+    "Anthropic official Claude skills" : 13
+    "External AI skill packs (mapped)" : 166
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 24 | 6.9 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 64 | 18.5 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 79 | 22.8 % | 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 | 3.8 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 166 | 48.0 % | 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 +1,72 @@
+---
+name: visual-merchandiser
+description: "Occupational skill for the role 'visual merchandiser' (also: assistant visual merchandiser, image controller, senior visual merchandiser, retail visual strategy manager, display designer, graduate visual merchandiser). Use when the user asks for typical visual merchandiser work such as: Consult with store managers, buyers, sales associates, housekeeping staff, or engineering staff to determine appropriate placement of displays or products.; Maintain props, products, or mannequins, inspecting them for imperfections, doing touch-ups, cleaning up after customers, or applying preservative coatings as necessary.; Assemble or set up displays, furniture, or products in store space, using colors, lights, pictures, or other accessories to display the product."
+---
+
+# Visual Merchandiser
+
+Visual merchandisers are specialised in the promotion of the sale of goods, especially their presentation in retail outlets.
+
+## Core workflow
+
+1. Consult with store managers, buyers, sales associates, housekeeping staff, or engineering staff to determine appropriate placement of displays or products.
+2. Maintain props, products, or mannequins, inspecting them for imperfections, doing touch-ups, cleaning up after customers, or applying preservative coatings as necessary.
+3. Assemble or set up displays, furniture, or products in store space, using colors, lights, pictures, or other accessories to display the product.
+4. Take photographs of displays or signage.
+5. Plan commercial displays to entice and appeal to customers.
+6. Place prices or descriptive signs on backdrops, fixtures, merchandise, or floor.
+7. Change or rotate window displays, interior display areas, or signage to reflect changes in inventory or promotion.
+8. Obtain plans from display designers or display managers and discuss their implementation with clients or supervisors.
+
+## 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)
+
+- assemble visual displays
+- assess visual impact of displays
+- change window displays
+- coach team on visual merchandising
+- communicate on merchandise visual display
+- conduct research on trends in design
+- develop store design
+- execute visual presentation changes
+- have computer literacy
+- interpret floor plans
+- maintain relationship with customers
+- maintain relationship with suppliers
+- merchandising techniques
+- negotiate with suppliers for visual material
+
+## Hot technologies
+
+- SAS
+- Autodesk AutoCAD
+- Adobe InDesign
+- Adobe Acrobat
+- Microsoft Outlook
+- Adobe Creative Cloud software
+- Adobe Illustrator
+- Trimble SketchUp Pro
+- Apple Safari
+- Microsoft Edge
+
+
+<!-- hot-tech -->
+
+## Hot technologies
+
+Top tools from 36 gated job ads (see references/market.md, as of 2026-07-20):
+
+- frequency devices — 8 %
+- handheld scanners — 8 %
+
+<!-- hot-tech -->
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/35eb0aa6-b40d-449d-9390-719be8912277), O*NET 30.3 (27-1026.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,262 @@
+{
+  "name": "visual-merchandiser",
+  "title": "visual merchandiser",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/35eb0aa6-b40d-449d-9390-719be8912277",
+    "esco_code": "3432.6",
+    "isco_group": "3432",
+    "onet_soc": "27-1026.00",
+    "crosswalk_match": "exactMatch"
+  },
+  "sources": [
+    {
+      "name": "ESCO",
+      "version": "1.2.1",
+      "url": "https://esco.ec.europa.eu/"
+    },
+    {
+      "name": "O*NET",
+      "version": "30.3",
+      "url": "https://www.onetcenter.org/",
+      "license": "CC BY 4.0"
+    }
+  ],
+  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
+  "counts": {
+    "tasks": 24,
+    "dwas": 14,
+    "skills_essential": 14,
+    "skills_optional": 9,
+    "software": 25
+  },
+  "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
+      },
+      "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
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "snyk/agent-scan": {
+        "repo": "https://github.com/snyk/agent-scan",
+        "commit": "f3a4621",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "plugin87/ux-ui-agent-skills": {
+        "repo": "https://github.com/plugin87/ux-ui-agent-skills",
+        "commit": "93a7fbb",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "worldwonderer/novel-to-game": {
+        "repo": "https://github.com/worldwonderer/novel-to-game",
+        "commit": "3c18abd",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 2
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 7
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 6
+      },
+      "Eronred/aso-skills": {
+        "repo": "https://github.com/Eronred/aso-skills",
+        "commit": "e2a7c45",
+        "license": "MIT",
+        "skills": 4
+      },
+      "nicobailon/visual-explainer": {
+        "repo": "https://github.com/nicobailon/visual-explainer",
+        "commit": "528b71f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "EveryInc/compound-engineering-plugin": {
+        "repo": "https://github.com/EveryInc/compound-engineering-plugin",
+        "commit": "1a7a4c1",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ferdinandobons/startup-skill": {
+        "repo": "https://github.com/ferdinandobons/startup-skill",
+        "commit": "a5f97c3",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 5
+      },
+      "JasonColapietro/suede-creator-skills": {
+        "repo": "https://github.com/JasonColapietro/suede-creator-skills",
+        "commit": "0dc2aef",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jezweb/claude-skills": {
+        "repo": "https://github.com/jezweb/claude-skills",
+        "commit": "e875a6b",
+        "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": 10
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 5
+      },
+      "FlorianBruniaux/claude-code-ultimate-guide": {
+        "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide",
+        "commit": "5395214",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "robertguss/claude-skills": {
+        "repo": "https://github.com/robertguss/claude-skills",
+        "commit": "c31f3be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexscope-ai/eCommerce-Skills": {
+        "repo": "https://github.com/nexscope-ai/eCommerce-Skills",
+        "commit": "56f3288",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nWave-ai/nWave": {
+        "repo": "https://github.com/nWave-ai/nWave",
+        "commit": "1d0f13c",
+        "license": "MIT",
+        "skills": 2
+      },
+      "aaron-he-zhu/aaron-marketing-skills": {
+        "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
+        "commit": "b7b0b9f",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "rudrankriyam/app-store-connect-cli-skills": {
+        "repo": "https://github.com/rudrankriyam/app-store-connect-cli-skills",
+        "commit": "ae57034",
+        "license": "MIT",
+        "skills": 1
+      },
+      "pedrohcgs/claude-code-my-workflow": {
+        "repo": "https://github.com/pedrohcgs/claude-code-my-workflow",
+        "commit": "be53c12",
+        "license": "MIT",
+        "skills": 1
+      },
+      "AlpacaLabsLLC/skills-for-architects": {
+        "repo": "https://github.com/AlpacaLabsLLC/skills-for-architects",
+        "commit": "4476576",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 72,
+      "adjacent": 8
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 24,
+      "onet": 64,
+      "jobads": 79,
+      "wiki_ai": 0,
+      "anthropic": 13,
+      "ai_skills": 166,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 6.9,
+      "onet": 18.5,
+      "jobads": 22.8,
+      "wiki_ai": 0.0,
+      "anthropic": 3.8,
+      "ai_skills": 48.0,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,362 @@
+# External AI agent skills — visual-merchandiser
+
+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 |
+|---|---|---|---|
+| `brand-guidelines` | core | 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) |
+| `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) |
+| `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) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `godot-shaders` | core | Godot shading language skill for visual shaders, custom rendering, and material effects. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/godot-shaders) |
+| `unity-shader-graph` | core | Unity Shader Graph skill for visual shader authoring, custom nodes, and material effects. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/unity-shader-graph) |
+| `quality-assurance-review` | core | Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/education/skills/quality-assurance-review) |
+| `Survey Design` | core | Design and analyze surveys for product validation and user research | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/survey-design) |
+| `implementation-execution` | core | Execute development tasks to build features, producing code, tests, and configuration artifacts that satisfy specification requirements and comply with constitution standards. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/spec-kit/skills/implementation-execution) |
+
+## 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 |
+|---|---|---|---|
+| `send-experiment-designer` | core | Use when the user asks to "design an email A/B test", "set up a multivariate subject/CTA test", "run a send-time test", "build a hold-out group", or "is this email result statistically and practically material?"; produces a falsifiable … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/email/deliver/send-experiment-designer) |
+
+## 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 |
+|---|---|---|---|
+| `demo-video` | core | Use when the user asks to create a demo video, product walkthrough, feature showcase, animated presentation, marketing video, or GIF from screenshots or scene descriptions. Orchestrates playwright, ffmpeg, and edge-tts MCPs to produce … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering/demo-video/skills/demo-video) |
+| `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) |
+| `pricing-strategy` | core | Design, optimize, and communicate SaaS pricing — tier structure, value metrics, pricing pages, and price increase strategy. Use when building a pricing model from scratch, redesigning existing pricing, planning a price increase, or … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/pricing-strategy) |
+| `product-skills` | core | Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS scaffolding) or the 4 … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/product-team/skills/product-skills) |
+| `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: AlpacaLabsLLC/skills-for-architects
+
+- Repository: [https://github.com/AlpacaLabsLLC/skills-for-architects](https://github.com/AlpacaLabsLLC/skills-for-architects) (commit `4476576`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `product-research` | core | Find and compare current FF&E candidates from a design brief, with sourced purchasing facts and optional CSV-library save. Use to research or source products; not to match from an image or pair coordinating items. | [source](https://github.com/AlpacaLabsLLC/skills-for-architects/tree/4476576/skills/product-research) |
+
+## 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 |
+|---|---|---|---|
+| `brand-guidelines` | core | 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/9d2f1ae/skills/brand-guidelines) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `cs-skills` | core | 10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/cs) |
+| `distributed-systems-guide` | core | Distributed systems design patterns and analysis for CS research | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/cs/distributed-systems-guide) |
+| `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) |
+| `psychology-research-guide` | core | Psychological research methods, experimental design, and analysis | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/social-science/psychology-research-guide) |
+| `write-plan` | core | Use when a research design spec exists and the user is ready to translate it into a concrete implementation plan with phased tasks, artifacts, and verification criteria. Produces a research execution plan organized in canonical research … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/60-regisely-superpapers/skills/write-plan) |
+| `action-research-guide` | core | Design and conduct action research and participatory studies | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/research/methodology/action-research-guide) |
+| `ai-ml-skills` | core | 27 ai & machine learning skills. Trigger: ML experiments, model training, deep learning, NLP, computer vision. Design: covers frameworks, benchmarks, paper reproduction, and AI research workflows. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/ai-ml) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `brand-guidelines` | core | 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/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/brand-guidelines) |
+| `moodboard-creator` | core | Create visual moodboards from collected inspiration with iterative refinement. Use after trend research or website analysis to synthesize design direction before implementation. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/frontend-design-pro/skills/moodboard-creator) |
+| `trend-researcher` | core | Research latest UI/UX trends from Dribbble and design communities. Use when starting a design project to understand current visual trends, color palettes, and layout patterns. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/frontend-design-pro/skills/trend-researcher) |
+
+## Source: davila7/claude-code-templates
+
+- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `brand-guidelines` | core | 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/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/brand-guidelines-anthropic) |
+| `Accessibility Auditor` | core | Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues, implementing WCAG 2.1 AA/AAA standards, testing with screen readers, or ensuring ADA … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/accessibility-auditor) |
+| `event-sourcing-architect` | core | Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/event-sourcing-architect) |
+| `scientific-critical-thinking` | core | Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/scientific-critical-thinking) |
+| `deadline-prep` | core | Generate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to produce presentation-ready talking points for end-of-day demos, standups, or delivery deadlines. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/deadline-prep) |
+
+## Source: Eronred/aso-skills
+
+- Repository: [https://github.com/Eronred/aso-skills](https://github.com/Eronred/aso-skills) (commit `e2a7c45`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `paywall-optimization` | core | When the user wants to design, test, or optimize their app's paywall — layout, copy, pricing display, trial offers, plan structure, hard vs soft paywall, paywall placement, or paywall A/B tests. Use when the user mentions "paywall", … | [source](https://github.com/Eronred/aso-skills/tree/e2a7c45/skills/paywall-optimization) |
+| `screenshot-optimization` | core | When the user wants to design, optimize, or evaluate App Store screenshots and preview videos. Also use when the user mentions "screenshots", "app preview", "product page design", "screenshot design", "creative assets", or "what should my … | [source](https://github.com/Eronred/aso-skills/tree/e2a7c45/skills/screenshot-optimization) |
+| `custom-product-pages` | core | When the user wants to design, deploy, or measure Apple Custom Product Pages (CPP) — the alternate App Store product pages with different screenshots, preview videos, and promo text shown to users coming from specific URLs (typically ad … | [source](https://github.com/Eronred/aso-skills/tree/e2a7c45/skills/custom-product-pages) |
+| `app-icon-optimization` | core | When the user wants to design, test, or improve their app icon to increase tap-through rate and conversions in App Store search and browse. Use when the user mentions "app icon", "icon design", "icon A/B test", "icon variants", … | [source](https://github.com/Eronred/aso-skills/tree/e2a7c45/skills/app-icon-optimization) |
+
+## Source: EveryInc/compound-engineering-plugin
+
+- Repository: [https://github.com/EveryInc/compound-engineering-plugin](https://github.com/EveryInc/compound-engineering-plugin) (commit `1a7a4c1`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ce-explain` | core | Turn a concept, a diff, an idea, or a window of your own recent work into a dense, visual explainer written for you personally — with an optional check-in (predict-then-reveal for diffs, corrected exercises) that makes the material stick. … | [source](https://github.com/EveryInc/compound-engineering-plugin/tree/1a7a4c1/skills/ce-explain) |
+
+## Source: ferdinandobons/startup-skill
+
+- Repository: [https://github.com/ferdinandobons/startup-skill](https://github.com/ferdinandobons/startup-skill) (commit `a5f97c3`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `startup-design` | core | Design, validate, and plan a startup from scratch. Covers market research, competitive analysis, business model, brand identity, product definition, financial projections, and validation experiments. Trigger when the user has a startup … | [source](https://github.com/ferdinandobons/startup-skill/tree/a5f97c3/startup-design) |
+
+## Source: FlorianBruniaux/claude-code-ultimate-guide
+
+- Repository: [https://github.com/FlorianBruniaux/claude-code-ultimate-guide](https://github.com/FlorianBruniaux/claude-code-ultimate-guide) (commit `5395214`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `plan-pipeline-start` | core | 5-phase planning: PRD analysis, design review, technical decisions, dynamic research team, metrics. Produces a complete implementation plan + ADRs before any code is written. | [source](https://github.com/FlorianBruniaux/claude-code-ultimate-guide/tree/5395214/examples/skills/plan-pipeline/start) |
+
+## Source: JasonColapietro/suede-creator-skills
+
+- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `suede-paywalls` | core | Suede-affiliated in-product monetization design for paywall screens, feature gates, trial-expiry states, usage-limit prompts, and free-to-paid upgrade moments. Use when the user needs trigger timing, message structure, plan presentation, … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-paywalls) |
+
+## 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 |
+|---|---|---|---|
+| `presentation-slide-outliner` | core | Manage presentation slide outliner operations. Auto-activating skill for Visual Content. Triggers on: presentation slide outliner, presentation slide outliner Part of the Visual Content skill category. Use when working with presentation … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/skills/18-visual-content/presentation-slide-outliner) |
+| `testing-visual-regression` | core | Detect visual changes in UI components using screenshot comparison. Use when detecting unintended UI changes or pixel differences. Trigger with phrases like "test visual changes", "compare screenshots", or "detect UI regressions".  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/testing/visual-regression-tester/skills/testing-visual-regression) |
+| `deal-pricing` | core | Design pricing strategy and packaging — tiers, value metrics, enterprise pricing, freemium design, and pricing page copy. Use when asked to "design our pricing", "should we change our price", "how do we package the product", or "what … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/deal-pricing) |
+| `form-brief` | core | Translate a design brief — structured I-Lang or plain English — into a concrete DESIGN.md and optional HTML token preview. Resolves 8 dimensions (palette, accent, typography, display font, layout, mood, density, constraints) to specific … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/form-brief) |
+| `find-service-providers` | core | Use whenever the user wants to find, shortlist, vet, enrich, or research US professional-services firms — law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design, and similar B2B service providers. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/mcp/servicegraph/skills/find-service-providers) |
+| `demo-video` | core | Generate polished demo videos from a single prompt. Use when the user asks to create a demo video, product walkthrough, feature showcase, or animated presentation. Trigger with "make a demo video", "create a product video", "demo … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/community/framecraft/skills/demo-video) |
+
+## Source: jezweb/claude-skills
+
+- Repository: [https://github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills) (commit `e875a6b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `wordpress-elementor` | core | Edit Elementor pages and manage templates on WordPress sites via browser automation (for visual / structural changes) or WP-CLI (for safe text replacements). Use whenever the user wants to edit an Elementor page, update text in Elementor … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/wordpress/skills/wordpress-elementor) |
+
+## 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 |
+|---|---|---|---|
+| `pptx-slide-auditor` | core | Audit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps. Use when asked to review a slide deck, check a presentation before a meeting, audit slides for layout problems, or QA a deck … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-delivery/skills/pptx-slide-auditor) |
+| `category-page-brief` | core | Plan an e-commerce category / collection page that ranks and merchandises well. Use when asked to design a category page, a PLP (product listing page), a collection page, or to improve category SEO and merchandising. Produces a brief — … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-ecommerce/skills/category-page-brief) |
+| `roadmap-presentation` | core | Create structured roadmap presentations calibrated to any audience. Use when asked to build a product roadmap, present roadmap to leadership, create a roadmap slide, or communicate quarterly plans to execs, teams, or customers. Produces an … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-planning/skills/roadmap-presentation) |
+| `customer-journey-map` | core | Build a customer journey map for a product, service, or experience. Use when asked to map a customer journey, create a user journey, document touchpoints and pain points, or design an experience map. Produces a complete journey map with … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-discovery/skills/customer-journey-map) |
+| `pricing-strategy` | core | Structure pricing strategy decisions, packaging options, and tier design for SaaS and digital products. Use when reviewing or setting pricing, designing pricing tiers, evaluating freemium vs paid, or preparing a pricing change. Produces a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-planning/skills/pricing-strategy) |
+| `rate-card` | core | Build a consulting/freelance rate card and pricing structure — and the floor rate to not go broke. Use when asked to set freelance/consulting rates, build a rate card, decide what to charge, package services, or move off hourly billing. … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-consulting/skills/rate-card) |
+| `ux-research-plan` | core | Create a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener questions, or plan usability testing. Produces a full … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-design/skills/ux-research-plan) |
+
+## Source: mukul975/Anthropic-Cybersecurity-Skills
+
+- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `analyzing-macro-malware-in-office-documents` | core | Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) |
+
+## Source: nexscope-ai/eCommerce-Skills
+
+- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `competitive-pricing-strategy` | core | Build an evidence-based competitive pricing strategy for ecommerce products. Use when a seller asks how to position a price against competitors, set regular and promotional prices, protect contribution margin, design bundles or price … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/competitive-pricing-strategy) |
+
+## 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 |
+|---|---|---|---|
+| `brand-guidelines` | core | Apply Anthropic's official brand colors and typography to artifacts for consistent visual identity and professional design standards. A reference for shaping your own. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/brand-guidelines) |
+| `html-ppt-zhangzara-creative-mode` | core | A brand visual-identity system reveal for an outdoor label — logo, color, type, and the rules that keep it consistent. Built as a decision-grade design craft deck for brand team, client. | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/html-ppt-zhangzara-creative-mode) |
+| `poster-hero` | core | Vertical poster or Moments-style share image with strong visual impact. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/poster-hero) |
+
+## Source: nicobailon/visual-explainer
+
+- Repository: [https://github.com/nicobailon/visual-explainer](https://github.com/nicobailon/visual-explainer) (commit `528b71f`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `visual-explainer` | core | Generate self-contained HTML visual explanations for systems, code changes, plans, data, and technical concepts. Use for diagrams, architecture overviews, diff or plan reviews, project recaps, comparison tables, slide decks, and other … | [source](https://github.com/nicobailon/visual-explainer/tree/528b71f/plugins/visual-explainer) |
+
+## 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-diverge` | core | Generates 3-5 divergent design directions through JTBD analysis, competitive research, structured brainstorming, and taste evaluation before convergence. Use when the team has a validated problem but hasn't chosen a solution approach. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-diverge) |
+| `nw-interviewing-techniques` | core | Mom Test questioning toolkit, JTBD analysis, interview conduct, assumption testing framework, and hypothesis design | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-interviewing-techniques) |
+
+## Source: pedrohcgs/claude-code-my-workflow
+
+- Repository: [https://github.com/pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) (commit `be53c12`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `preregister` | core | Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description. Output is a Markdown file with hypotheses, design, sampling plan, analysis plan, exclusions, and … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/preregister) |
+
+## Source: plugin87/ux-ui-agent-skills
+
+- Repository: [https://github.com/plugin87/ux-ui-agent-skills](https://github.com/plugin87/ux-ui-agent-skills) (commit `93a7fbb`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `apply-aesthetic` | core | Apply a visual direction — an archetype (high-end agency, editorial minimal, brutalist, soft-SaaS, dark-tech) or one of 138 named design systems (apple, linear-app, stripe, vercel, notion, material, shadcn, spotify, tesla…) — by resolving … | [source](https://github.com/plugin87/ux-ui-agent-skills/tree/93a7fbb/.claude/skills/apply-aesthetic) |
+
+## Source: 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 |
+|---|---|---|---|
+| `interactive-product-tour` | core | Designing in-product tours, tooltips, and contextual help that teach product capabilities without becoming friction. Trigger logic, tour architecture, contextual placement, completion tracking. Honest about tooltip-spam (visual noise that … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/interactive-product-tour) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `app-store-listing-optimizer` | core | Optimize iOS App Store and Google Play Store listings for maximum discoverability and conversion. Perform competitive keyword research, craft keyword-optimized titles/subtitles/descriptions, design screenshot sequences, and generate A/B … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/mobile-app-dev/app-store-listing-optimizer) |
+
+## 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: rudrankriyam/app-store-connect-cli-skills
+
+- Repository: [https://github.com/rudrankriyam/app-store-connect-cli-skills](https://github.com/rudrankriyam/app-store-connect-cli-skills) (commit `ae57034`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `asc-cli-usage` | core | Guidance for using asc cli in this repo (flags, output formats, pagination, auth, and discovery). Use when asked to run or design asc commands or interact with App Store Connect via the CLI. | [source](https://github.com/rudrankriyam/app-store-connect-cli-skills/tree/ae57034/skills/asc-cli-usage) |
+
+## 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 |
+|---|---|---|---|
+| `brand-guidelines` | core | 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/snyk/agent-scan/tree/f3a4621/tests/skills/brand-guidelines) |
+
+## 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 |
+|---|---|---|---|
+| `brand-identity` | core | Voice framework, visual identity standards, color palette management, typography specs, brand consistency | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/brand-identity) |
+
+## Source: worldwonderer/novel-to-game
+
+- Repository: [https://github.com/worldwonderer/novel-to-game](https://github.com/worldwonderer/novel-to-game) (commit `3c18abd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `game-art-direction` | core | Direct game art and creative vision. Turn GAME_DESIGN into a production-level ART_DIRECTION defining a recognizable visual style, camera and composition, world and character grammar, functional colour/light/material, HUD feedback, motion … | [source](https://github.com/worldwonderer/novel-to-game/tree/3c18abd/skills/game-art-direction) |
+
+## Source: veniceai/skills
+
+- Repository: [https://github.com/veniceai/skills](https://github.com/veniceai/skills) (commit `de089fa`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `venice-errors` | adjacent | Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-errors) |
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,131 @@
+# Market evidence report — visual-merchandiser
+
+Source: **36 real job ads** (JSearch API, countries: us 36), extracted into the MSSQL evidence store; as of 2026-07-20.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 22 | 61 % |
+| n/a | 9 | 25 % |
+| junior | 5 | 14 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | frequency devices | 3 | 8 % |
+| 2 | handheld scanners | 3 | 8 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | visual merchandising | 32 | 89 % |
+| 2 | product presentation | 8 | 22 % |
+| 3 | merchandising | 6 | 17 % |
+| 4 | sales analysis | 6 | 17 % |
+| 5 | customer service | 4 | 11 % |
+| 6 | display creation | 4 | 11 % |
+| 7 | floor set execution | 4 | 11 % |
+| 8 | retail visual standards | 4 | 11 % |
+| 9 | showroom presentation | 4 | 11 % |
+| 10 | stocking | 4 | 11 % |
+| 11 | inventory management | 3 | 8 % |
+| 12 | merchandise placement | 3 | 8 % |
+| 13 | pricing strategy | 3 | 8 % |
+| 14 | trend analysis | 3 | 8 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | brand standards | 3 | 8 % |
+| 2 | clearance merchandising | 3 | 8 % |
+| 3 | omnichannel retail | 3 | 8 % |
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | display creation | 7 | 19 % |
+| 2 | display maintenance | 7 | 19 % |
+| 3 | team training | 6 | 17 % |
+| 4 | fixture assembly | 4 | 11 % |
+| 5 | planogram maintenance | 4 | 11 % |
+| 6 | product restocking | 4 | 11 % |
+| 7 | backroom organization | 3 | 8 % |
+| 8 | customer experience maintenance | 3 | 8 % |
+| 9 | fitting room assistance | 3 | 8 % |
+| 10 | order fulfillment | 3 | 8 % |
+| 11 | price adjustments | 3 | 8 % |
+| 12 | sales floor maintenance | 3 | 8 % |
+| 13 | truck delivery management | 3 | 8 % |
+
+## Regional breakdown
+
+> **Corpus note:** 36 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
+
+### US (us)
+
+36 ads.
+
+**Top hard skills:**
+
+- visual merchandising — 89 % (32 ads)
+- product presentation — 22 % (8 ads)
+- merchandising — 17 % (6 ads)
+- sales analysis — 17 % (6 ads)
+- customer service — 11 % (4 ads)
+- display creation — 11 % (4 ads)
+- floor set execution — 11 % (4 ads)
+- retail visual standards — 11 % (4 ads)
+- showroom presentation — 11 % (4 ads)
+- stocking — 11 % (4 ads)
+
+**Top tools:**
+
+- frequency devices — 8 % (3 ads)
+- handheld scanners — 8 % (3 ads)
+
+**Seniority:** mid 61 % · n/a 25 % · junior 14 %
+
+### 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 |
+|---|---|
+| Visual Merchandiser | 13 |
+| Visual Merchandising Associate (FT) | 2 |
+| Visual Merchandising Specialist | 2 |
+| Home Décor Visual Merchandiser - Fair Oaks Location | 1 |
+| Junior Visual Manager  (Georgetown) | 1 |
+| Manager, Visual Merchandising | 1 |
+| Merchandising Specialist | 1 |
+| Part-time Visual Merchandiser - Columbia, MD | 1 |
+| Part-Time Visual Merchandiser - Fashion Brand Experience | 1 |
+| Part-time Visual Merchandiser - McLean, VA | 1 |
+| Retail Visual Merchandiser, Green Acres - Full Time | 1 |
+| Showroom Visual Merchandiser: Floor Sets & Displays | 1 |
+| Tysons Corner Visual Merchandising Associate | 1 |
+| Visual Manager (Georgetown) | 1 |
+| Visual Merchandiser - Montgomery Mall | 1 |
+| Visual Merchandiser (Tysons Corner, VA) | 1 |
+| Visual Merchandiser: Elevate Window Displays & In-Store Experience | 1 |
+| Visual Merchandising Associate, Part-time Fairfax, VA west elm | 1 |
+| Visual Merchandising Manager | 1 |
+| Visual Merchandising Specialist — In‑Store Design & Experience | 1 |
+| Visual Merchandising Specialist | F Street | 1 |
+| Visual Stylist & Merchandising Support | 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 +1,30 @@
+# Occupation profile — visual merchandiser
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/35eb0aa6-b40d-449d-9390-719be8912277
+- **ESCO code:** 3432.6
+- **ISCO-08 group:** 3432 — Interior designers and decorators
+- **O*NET-SOC:** 27-1026.00 — Merchandise Displayers and Window Trimmers (match: exactMatch)
+
+## Description (ESCO)
+
+Visual merchandisers are specialised in the promotion of the sale of goods, especially their presentation in retail outlets.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- assistant visual merchandiser
+- image controller
+- senior visual merchandiser
+- retail visual strategy manager
+- display designer
+- graduate visual merchandiser
+- visual merchandising supervisor
+- display assistant
+- window display assistant
+- visual merchandising associate
+- window dresser
+- visual merchandising controller
+- visual merchandising manager
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,50 @@
+# Competences — visual merchandiser
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/35eb0aa6-b40d-449d-9390-719be8912277).
+
+## Essential
+
+- **assemble visual displays** (skill/competence)
+- **assess visual impact of displays** (skill/competence)
+- **change window displays** (skill/competence)
+- **coach team on visual merchandising** (skill/competence)
+- **communicate on merchandise visual display** (skill/competence)
+- **conduct research on trends in design** (skill/competence)
+- **develop store design** (skill/competence)
+- **execute visual presentation changes** (skill/competence)
+- **have computer literacy** (skill/competence)
+- **interpret floor plans** (skill/competence)
+- **maintain relationship with customers** (skill/competence)
+- **maintain relationship with suppliers** (skill/competence)
+- **merchandising techniques** (knowledge)
+- **negotiate with suppliers for visual material** (skill/competence)
+
+## Optional
+
+- analyse bestsellers (skill/competence)
+- carry out sales analysis (skill/competence)
+- drive vehicles (skill/competence)
+- meet deadlines (skill/competence)
+- monitor stock level (skill/competence)
+- monitor stock movement (skill/competence)
+- teamwork principles (knowledge)
+- trends in fashion (knowledge)
+- use CAD software (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 36 ads, as of 2026-07-20)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- visual merchandising — **89 %**
+- product presentation — **22 %**
+
+### Responsibilities
+
+- display creation — **19 %**
+- display maintenance — **19 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,47 @@
+# Tasks & work activities — visual merchandiser
+
+Source: O*NET 30.3, occupation 27-1026.00 (Merchandise Displayers and Window Trimmers).
+
+## Task statements
+
+- **[Core]** Consult with store managers, buyers, sales associates, housekeeping staff, or engineering staff to determine appropriate placement of displays or products.
+- **[Core]** Maintain props, products, or mannequins, inspecting them for imperfections, doing touch-ups, cleaning up after customers, or applying preservative coatings as necessary.
+- **[Core]** Assemble or set up displays, furniture, or products in store space, using colors, lights, pictures, or other accessories to display the product.
+- **[Core]** Take photographs of displays or signage.
+- **[Core]** Plan commercial displays to entice and appeal to customers.
+- **[Core]** Place prices or descriptive signs on backdrops, fixtures, merchandise, or floor.
+- **[Core]** Change or rotate window displays, interior display areas, or signage to reflect changes in inventory or promotion.
+- **[Core]** Obtain plans from display designers or display managers and discuss their implementation with clients or supervisors.
+- **[Core]** Develop ideas or plans for merchandise displays or window decorations.
+- **[Core]** Consult with advertising or sales staff to determine type of merchandise to be featured and time and place for each display.
+- **[Core]** Arrange properties, furniture, merchandise, backdrops, or other accessories, as shown in prepared sketches.
+- **[Core]** Construct or assemble displays or display components from fabric, glass, paper, or plastic, using hand tools or woodworking power tools, according to specifications.
+- **[Core]** Collaborate with others to obtain products or other display items.
+- **[Core]** Select themes, lighting, colors, or props to be used.
+- **[Core]** Attend training sessions or corporate planning meetings to obtain new ideas for product launches.
+- **[Core]** Install booths, exhibits, displays, carpets, or drapes, as guided by floor plan of building or specifications.
+- **[Supplemental]** Supervise or train staff members on daily tasks, such as visual merchandising.
+- **[Supplemental]** Store, pack, and maintain inventory records of props, products, or display items.
+- **[Supplemental]** Use computers to produce signage.
+- **[Supplemental]** Dress mannequins for displays.
+- **[Supplemental]** Instruct sales staff in color coordination of clothing racks or counter displays.
+- **[Supplemental]** Prepare sketches, floor plans, or models of proposed displays.
+- **[Supplemental]** Cut out designs on cardboard, hardboard, or plywood, according to motif of event.
+- **[Supplemental]** Install decorations, such as flags, banners, festive lights, or bunting on or in building, street, exhibit hall, or booth.
+
+## Detailed work activities
+
+- Arrange artwork, products, or props.
+- Build models, patterns, or templates.
+- Collaborate with others in marketing activities.
+- Construct distinctive physical objects for artistic, functional, or commercial purposes.
+- Develop artistic or design concepts for decoration, exhibition, or commercial purposes.
+- Develop promotional strategies or plans.
+- Discuss production content and progress with others.
+- Draw detailed or technical illustrations.
+- Maintain inventories of materials, equipment, or products.
+- Maintain records, documents, or other files.
+- Monitor current trends.
+- Operate still or video cameras or related equipment.
+- Select materials or props.
+- Train others on work processes.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,31 @@
+# Tools & technology — visual merchandiser
+
+Source: O*NET 30.3 'Software Skills' for 27-1026.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| SAS | Analytical or scientific software | yes |
+| Autodesk AutoCAD | Computer aided design CAD software | yes |
+| Adobe InDesign | Desktop publishing software | yes |
+| Adobe Acrobat | Document management software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Adobe Creative Cloud software | Graphics or photo imaging software | yes |
+| Adobe Illustrator | Graphics or photo imaging software | yes |
+| Trimble SketchUp Pro | Graphics or photo imaging software | yes |
+| Apple Safari | Internet browser software | yes |
+| Microsoft Edge | Internet browser software | yes |
+| Mozilla Firefox | Internet browser software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Apple iOS | Operating system software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Google Docs | Word processing software | yes |
+| Microsoft Word | Word processing software | yes |
+| Email software | Electronic mail software |  |
+| IBM Lotus Notes | Electronic mail software |  |
+| Graphics software | Graphics or photo imaging software |  |
+| SmugMug Flickr | Graphics or photo imaging software |  |
+| Microsoft Internet Explorer | Internet browser software |  |
+| Netscape Navigator | Internet browser software |  |
+| Inventory control systems | Inventory management software |  |
+| YouTube | Video creation and editing software |  |