feat: choreographer skill package v0.1.0

2026-08-14 17:45:04 +02:00
commit 0ecf5d0aa3
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — choreographer
+
+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 — choreographer
+    "ESCO (occupation & competences)" : 50
+    "O*NET (tasks & tools)" : 43
+    "Job boards (market evidence)" : 31
+    "Anthropic official Claude skills" : 13
+    "External AI skill packs (mapped)" : 187
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 50 | 15.4 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 43 | 13.3 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 31 | 9.6 % | 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 | 4.0 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 187 | 57.7 % | references/ai-skills.md (per-source attribution inside) |
+| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
+
+Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
+job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
+paraphrased with source URLs — never copied · external AI skills are
+linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,57 @@
+---
+name: choreographer
+description: "Occupational skill for the role 'choreographer' (also: dance notation specialist, movement director, choreographer & movement director, aquatic choreographer, tap ballet dancer choreographer, ballet choreographer). Use when the user asks for typical choreographer work such as: Direct rehearsals to instruct dancers in dance steps and in techniques to achieve desired effects.; Read and study story lines and musical scores to determine how to translate ideas and moods into dance movements.; Design dances for individual dancers, dance companies, musical theatre, opera, fashion shows, film, television productions, and special events, and for dancers ranging from beginners to professionals."
+---
+
+# Choreographer
+
+Choreographers create sequences of movements in which motion, form or both are specified. Some choreographers also take up the role of coordinating, teaching and rehearsing performers in the production of the choreography. They can also act as a movement coach for actors.
+
+## Core workflow
+
+1. Direct rehearsals to instruct dancers in dance steps and in techniques to achieve desired effects.
+2. Read and study story lines and musical scores to determine how to translate ideas and moods into dance movements.
+3. Design dances for individual dancers, dance companies, musical theatre, opera, fashion shows, film, television productions, and special events, and for dancers ranging from beginners to professionals.
+4. Choose the music, sound effects, or spoken narrative to accompany a dance.
+5. Advise dancers on standing and moving properly, teaching correct dance techniques to help prevent injuries.
+6. Coordinate production music with music directors.
+7. Audition performers for one or more dance parts.
+8. Direct and stage dance presentations for various forms of entertainment.
+
+## How to use this skill
+
+- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
+- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
+- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
+- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
+- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
+
+## Key competences (essential)
+
+- art-historical values
+- assemble an artistic team
+- be a role model in community arts
+- create a work environment where performers can develop their potential
+- create choreographic material
+- create new fight sequences
+- define artistic approach
+- describe artistic experience
+- design flying movements
+- develop a choreographic language
+- develop a choreographic work
+- develop an artistic framework
+- develop codified movements
+- develop methods for choreographic integration
+- develop proposed choreographic language
+
+## Hot technologies
+
+- Salesforce software
+- Microsoft Office software
+- Microsoft PowerPoint
+- Microsoft Excel
+- Facebook
+- Microsoft Word
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/189a337d-f6fb-44e2-9e7a-bc27b7b76e0e), O*NET 30.3 (27-2032.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,304 @@
+{
+  "name": "choreographer",
+  "title": "choreographer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/189a337d-f6fb-44e2-9e7a-bc27b7b76e0e",
+    "esco_code": "2653.1",
+    "isco_group": "2653",
+    "onet_soc": "27-2032.00",
+    "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": 18,
+    "dwas": 11,
+    "skills_essential": 33,
+    "skills_optional": 16,
+    "software": 13
+  },
+  "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
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 3
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 2
+      },
+      "Orchestra-Research/AI-research-SKILLs": {
+        "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs",
+        "commit": "773a529",
+        "license": "MIT",
+        "skills": 3
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 6
+      },
+      "zechenzhangAGI/AI-research-SKILLs": {
+        "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
+        "commit": "773a529",
+        "license": "MIT",
+        "skills": 2
+      },
+      "educlopez/ui-craft": {
+        "repo": "https://github.com/educlopez/ui-craft",
+        "commit": "2ad8124",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 12
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 8
+      },
+      "hanhuark/mechanical-engineering-research-skill": {
+        "repo": "https://github.com/hanhuark/mechanical-engineering-research-skill",
+        "commit": "07accf8",
+        "license": "MIT",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 1
+      },
+      "secondsky/claude-skills": {
+        "repo": "https://github.com/secondsky/claude-skills",
+        "commit": "c4889f6",
+        "license": "MIT",
+        "skills": 1
+      },
+      "dotnet/skills": {
+        "repo": "https://github.com/dotnet/skills",
+        "commit": "79a2ada",
+        "license": "MIT",
+        "skills": 3
+      },
+      "shareAI-lab/learn-claude-code": {
+        "repo": "https://github.com/shareAI-lab/learn-claude-code",
+        "commit": "a9cafe9",
+        "license": "MIT",
+        "skills": 1
+      },
+      "dembrandt/dembrandt-skills": {
+        "repo": "https://github.com/dembrandt/dembrandt-skills",
+        "commit": "38cd2b7",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nowork-studio/NotFair": {
+        "repo": "https://github.com/nowork-studio/NotFair",
+        "commit": "99bda4b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jabrena/plinth": {
+        "repo": "https://github.com/jabrena/plinth",
+        "commit": "065eae8",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "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": 1
+      },
+      "mhattingpete/claude-skills-marketplace": {
+        "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
+        "commit": "3fa16a9",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "robertguss/claude-skills": {
+        "repo": "https://github.com/robertguss/claude-skills",
+        "commit": "c31f3be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rohitg00/pro-workflow": {
+        "repo": "https://github.com/rohitg00/pro-workflow",
+        "commit": "5c313e2",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "indranilbanerjee/digital-marketing-pro": {
+        "repo": "https://github.com/indranilbanerjee/digital-marketing-pro",
+        "commit": "a3d119c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ruvnet/claude-code-flow": {
+        "repo": "https://github.com/ruvnet/claude-code-flow",
+        "commit": "73914bd",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ruvnet/ruflo": {
+        "repo": "https://github.com/ruvnet/ruflo",
+        "commit": "73914bd",
+        "license": "MIT",
+        "skills": 1
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "snyk/agent-scan": {
+        "repo": "https://github.com/snyk/agent-scan",
+        "commit": "f3a4621",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "0-AI-UG/cate": {
+        "repo": "https://github.com/0-AI-UG/cate",
+        "commit": "9d74c9d",
+        "license": "MIT",
+        "skills": 1
+      },
+      "EveryInc/compound-engineering-plugin": {
+        "repo": "https://github.com/EveryInc/compound-engineering-plugin",
+        "commit": "1a7a4c1",
+        "license": "MIT",
+        "skills": 1
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "glittercowboy/taches-cc-resources": {
+        "repo": "https://github.com/glittercowboy/taches-cc-resources",
+        "commit": "1757615",
+        "license": "MIT",
+        "skills": 1
+      },
+      "thedotmack/claude-mem": {
+        "repo": "https://github.com/thedotmack/claude-mem",
+        "commit": "f5633c1",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "wanshuiyin/Auto-claude-code-research-in-sleep": {
+        "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep",
+        "commit": "eb5c9d7",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 72,
+      "adjacent": 8
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 50,
+      "onet": 43,
+      "jobads": 31,
+      "wiki_ai": 0,
+      "anthropic": 13,
+      "ai_skills": 187,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 15.4,
+      "onet": 13.3,
+      "jobads": 9.6,
+      "wiki_ai": 0.0,
+      "anthropic": 4.0,
+      "ai_skills": 57.7,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,418 @@
+# External AI agent skills — choreographer
+
+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) |
+| `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) |
+| `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) |
+| `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) |
+| `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: 0-AI-UG/cate
+
+- Repository: [https://github.com/0-AI-UG/cate](https://github.com/0-AI-UG/cate) (commit `9d74c9d`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cate-extension` | core | Build, test, and publish a Cate extension, a web panel (optionally backed by a local server) that runs on Cate's canvas. Use when the user wants to create or scaffold a Cate extension, add a panel to Cate, work with the extension manifest, … | [source](https://github.com/0-AI-UG/cate/tree/9d74c9d/skills/cate-extension) |
+
+## 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 |
+|---|---|---|---|
+| `docusaurus` | core | Deep integration with Docusaurus for documentation site development. Configure projects, manage sidebars, versioning, i18n, develop plugins, and optimize builds for React-based documentation. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/technical-documentation/skills/docusaurus) |
+| `learning-needs-analysis` | core | Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/education/skills/learning-needs-analysis) |
+| `production-coordination` | core | Coordinate all aspects of live performance production including scheduling, technical requirements, artist contracts, venue logistics, and show documentation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/production-coordination) |
+| `rocket-propulsion` | core | Comprehensive skill for rocket engine design and performance analysis | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/aerospace-engineering/skills/rocket-propulsion) |
+| `security-sandbox` | core | Isolated analysis environment management for malware and exploit testing. Create and manage isolated VMs, configure Cuckoo Sandbox, set up REMnux/FlareVM environments, manage Docker-based analysis containers, and capture filesystem and … | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/security-research/skills/security-sandbox) |
+| `kpi-design-skill` | core | Strategic KPI selection, metric definition, performance dashboard design, and measurement system architecture | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/business-strategy-advanced/skills/kpi-design-skill) |
+| `oee-calculator` | core | Overall Equipment Effectiveness calculation and analysis skill with availability, performance, and quality tracking | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/oee-calculator) |
+| `reinforcement-learning-agents` | core | Design and train reinforcement learning agents — environment setup, reward shaping, policy gradient methods, and evaluation. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/data-science-ml/skills/reinforcement-learning-agents) |
+
+## 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 |
+|---|---|---|---|
+| `flox-environments` | core | Create reproducible, cross-platform (macOS/Linux) development environments with Flox, a declarative Nix-based environment manager. Use when setting up project toolchains for any language, installing system-level dependencies (compilers, … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/flox-environments) |
+
+## 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-google` | core | Google API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity analysis for E-E-A-T, YouTube video … | [source](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-google) |
+
+## 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 |
+|---|---|---|---|
+| `social-media-manager` | core | When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/social-media-manager) |
+
+## 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 |
+|---|---|---|---|
+| `stata-c-plugins` | core | Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Use when the user asks to create a Stata plugin, write C/C++ code for Stata, accelerate a Stata command with C, build cross-platform Stata plugins, or … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/32-dylantmoore-stata-skill/plugins/stata-c-plugins/skills/stata-c-plugins) |
+| `event-study` | core | Use this skill whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differences designs, or work with any panel data estimation that involves pre/post treatment … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/27-dariia-m-my_claude_skills/event-studies) |
+| `idea-creator` | core | Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/idea-creator) |
+
+## 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) |
+
+## 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 |
+|---|---|---|---|
+| `blip-2-vision-language` | core | Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/multimodal-blip-2) |
+| `openrlhf-training` | core | High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/post-training-openrlhf) |
+| `senior-frontend` | core | Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization, bundle analysis, and UI best practices. … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/senior-frontend) |
+| `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) |
+| `obsidian-clipper-template-creator` | core | Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/obsidian-clipper-template-creator) |
+| `tensorboard` | core | Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/mlops-tensorboard) |
+
+## Source: dembrandt/dembrandt-skills
+
+- Repository: [https://github.com/dembrandt/dembrandt-skills](https://github.com/dembrandt/dembrandt-skills) (commit `38cd2b7`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `domain-expert-configuration` | core | Configuration UIs for domain experts — users who understand their field deeply but are not software developers — require domain language, sensible defaults, and grouping by professional concept rather than technical parameter. Use when … | [source](https://github.com/dembrandt/dembrandt-skills/tree/38cd2b7/skills/domain-expert-configuration) |
+
+## Source: dotnet/skills
+
+- Repository: [https://github.com/dotnet/skills](https://github.com/dotnet/skills) (commit `79a2ada`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `test-tagging` | core | Analyzes test suites in any language and tags each test with standardized traits (positive, negative, critical-path, boundary, smoke, regression, integration, performance, security). Use when the user wants to categorize, audit, or label … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-test/skills/test-tagging) |
+| `eval-performance` | core | Guide for diagnosing and improving MSBuild project evaluation performance. USE FOR: builds slow before any compilation starts, high evaluation time in binlog analysis, expensive glob patterns walking large directories (node_modules, .git, … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-msbuild/skills/eval-performance) |
+| `build-perf-diagnostics` | core | Diagnose MSBuild build performance bottlenecks using binary log analysis. USE FOR: identifying why builds are slow by analyzing binlog performance summaries, detecting ResolveAssemblyReference (RAR) taking >5s, Roslyn analyzers consuming … | [source](https://github.com/dotnet/skills/tree/79a2ada/plugins/dotnet-msbuild/skills/build-perf-diagnostics) |
+
+## Source: educlopez/ui-craft
+
+- Repository: [https://github.com/educlopez/ui-craft](https://github.com/educlopez/ui-craft) (commit `2ad8124`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `audit` | core | Technical UI audit — a11y, performance, responsive. Produces a prioritized findings table. Invoke when the user asks for audit on their UI, or mentions 'audit' alongside design / UI / frontend work. | [source](https://github.com/educlopez/ui-craft/tree/2ad8124/.agents/skills/audit) |
+
+## 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-plan` | core | Create structured plans for multi-step work, including software and non-software tasks. Use when asked to plan, break down implementation, plan from requirements, or deepen an existing plan; prefer ce-brainstorm for exploratory framing. | [source](https://github.com/EveryInc/compound-engineering-plugin/tree/1a7a4c1/skills/ce-plan) |
+
+## 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 |
+|---|---|---|---|
+| `context-fundamentals` | core | This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention mechanics, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/context-fundamentals) |
+| `speckit-specify` | core | Create or update feature specifications from natural language descriptions. Use when starting new features or refining requirements. Generates spec.md with user stories, functional requirements, and acceptance criteria following … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/speckit-specify) |
+| `tensorboard` | core | Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/tensorboard) |
+
+## Source: glittercowboy/taches-cc-resources
+
+- Repository: [https://github.com/glittercowboy/taches-cc-resources](https://github.com/glittercowboy/taches-cc-resources) (commit `1757615`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `create-subagents` | core | Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch specialized agents. | [source](https://github.com/glittercowboy/taches-cc-resources/tree/1757615/skills/create-subagents) |
+
+## Source: hanhuark/mechanical-engineering-research-skill
+
+- Repository: [https://github.com/hanhuark/mechanical-engineering-research-skill](https://github.com/hanhuark/mechanical-engineering-research-skill) (commit `07accf8`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `mechanical-engineering-research` | core | Research, write, code, analyze, present, and develop proposals for thermal-fluid mechanical engineering work with source-aware rigor. Use for heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, pumps, … | [source](https://github.com/hanhuark/mechanical-engineering-research-skill/tree/07accf8/skills/mechanical-engineering-research) |
+
+## Source: indranilbanerjee/digital-marketing-pro
+
+- Repository: [https://github.com/indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro) (commit `a3d119c`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `performance-check` | core | Pull live marketing metrics for a performance snapshot: KPIs vs targets, trend comparison, and cross-platform overview. Use when checking current marketing performance, monitoring KPI health, comparing to benchmarks, or getting a quick … | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/performance-check) |
+
+## 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-google` | core | Google API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity analysis for E-E-A-T, YouTube video … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-google) |
+
+## 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 |
+|---|---|---|---|
+| `012-agile-epic` | core | Guides the creation of agile epics with comprehensive definition including business value, success criteria, and breakdown into user stories. Use when the user wants to create an agile epic, define large bodies of work, break down features … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/012-agile-epic) |
+| `045-planning-azure-devops` | core | Use when you need Azure DevOps CLI guidance to verify installation, configure organization and project context, discover work item IDs by optional WIQL filters, and execute safe work-item create/update operations. Uses an interactive … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/045-planning-azure-devops) |
+
+## 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 |
+|---|---|---|---|
+| `analyzing-query-performance` | core | Execute use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigger with phrases like "optimize queries", "analyze performance", or "improve query … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/query-performance-analyzer/skills/analyzing-query-performance) |
+| `optimizing-sql-queries` | core | Execute use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigger with phrases like "optimize queries", "analyze performance", or "improve query … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/sql-query-optimizer/skills/optimizing-sql-queries) |
+| `surge-activation` | core | Use when asked to improve activation, map the growth funnel, identify growth levers, design a referral program, build a retention playbook, develop a PLG strategy, or find where to invest in growth. Examples: "how do we grow faster", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/bundle/revenue-team/skills/surge-activation) |
+| `evaluating-machine-learning-models` | core | Build this skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics. it should be used when the user requests model performance analysis, validation, or testing. AI assistant can use this skill … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-ml/model-evaluation-suite/skills/evaluating-machine-learning-models) |
+| `designing-database-schemas` | core | Process use when you need to work with database schema design. This skill provides schema design and migrations with comprehensive guidance and automation. Trigger with phrases like "design schema", "create migration", or "model database".  | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/database-schema-designer/skills/designing-database-schemas) |
+| `managing-database-migrations` | core | Process use when you need to work with database migrations. This skill provides schema migration management with comprehensive guidance and automation. Trigger with phrases like "create migration", "run migrations", or "manage schema … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/database-migration-manager/skills/managing-database-migrations) |
+| `analyzing-database-indexes` | core | Process use when you need to work with database indexing. This skill provides index design and optimization with comprehensive guidance and automation. Trigger with phrases like "create indexes", "optimize indexes", or "improve query … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/database-index-advisor/skills/analyzing-database-indexes) |
+| `fairdb-backup-manager` | core | Manage use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with comprehensive guidance and automation. Trigger with phrases like "create backups", "automate backups", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/devops/fairdb-operations-kit/skills/fairdb-backup-manager) |
+| `managing-environment-configurations` | core | Implement environment and configuration management with comprehensive guidance and automation. Use when you need to work with environment configuration. Trigger with phrases like "manage environments", "configure environments", or "sync … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/devops/environment-config-manager/skills/managing-environment-configurations) |
+| `creating-ansible-playbooks` | core | Execute use when you need to work with Ansible automation. This skill provides Ansible playbook creation with comprehensive guidance and automation. Trigger with phrases like "create Ansible playbook", "automate with Ansible", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/devops/ansible-playbook-creator/skills/creating-ansible-playbooks) |
+| `generating-orm-code` | core | Execute use when you need to work with ORM code generation. This skill provides ORM model and code generation with comprehensive guidance and automation. Trigger with phrases like "generate ORM models", "create entity classes", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/orm-code-generator/skills/generating-orm-code) |
+| `planning-disaster-recovery` | core | Execute use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with comprehensive guidance and automation. Trigger with phrases like "create backups", "automate backups", or … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/devops/disaster-recovery-planner/skills/planning-disaster-recovery) |
+
+## Source: mhattingpete/claude-skills-marketplace
+
+- Repository: [https://github.com/mhattingpete/claude-skills-marketplace](https://github.com/mhattingpete/claude-skills-marketplace) (commit `3fa16a9`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `codebase-documenter` | core | Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. Use when user wants to understand unfamiliar code, create onboarding docs, document … | [source](https://github.com/mhattingpete/claude-skills-marketplace/tree/3fa16a9/productivity-skills-plugin/skills/codebase-documenter) |
+
+## 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 |
+|---|---|---|---|
+| `supplier-scorecard` | core | Build a quarterly supplier performance scorecard with a weighted grade and a clear escalate/develop/exit call. Use when asked to review supplier performance, prepare a quarterly business review for a vendor, score a supplier on OTIF and … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-supplychain/skills/supplier-scorecard) |
+| `viral-content-framework` | core | Build a framework for creating shareable, high-reach social media content. Use when asked to plan viral content, develop a shareable content strategy, create a hook writing system, or build a repeatable process for content that gets … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-social/skills/viral-content-framework) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+
+## Source: nowork-studio/NotFair
+
+- Repository: [https://github.com/nowork-studio/NotFair](https://github.com/nowork-studio/NotFair) (commit `99bda4b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `seo-page` | core | Single-page SEO audit: deep content quality evaluation using Google's E-E-A-T framework, Helpful Content guidelines, on-page SEO factors, search intent alignment, technical signals, and readability analysis. Fetches GSC performance data … | [source](https://github.com/nowork-studio/NotFair/tree/99bda4b/seo/seo-page) |
+
+## Source: Orchestra-Research/AI-research-SKILLs
+
+- Repository: [https://github.com/Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `blip-2-vision-language` | core | Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance. | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/18-multimodal/blip-2) |
+| `openrlhf-training` | core | High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing. | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/06-post-training/openrlhf) |
+| `tensorboard` | core | Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/13-mlops/tensorboard) |
+
+## 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 |
+|---|---|---|---|
+| `art-direction` | core | Direct visual and creative work for campaigns, photography, illustration, video, and branded experiences. Use this skill whenever the user wants to brief a photographer, direct illustrators, plan a creative campaign, develop visual … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/art-direction) |
+
+## 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 |
+|---|---|---|---|
+| `handoff` | core | Create a structured session handoff document for continuity across sessions. Use when ending a work session, switching contexts, or before a break. Captures decisions, progress, code changes, and next steps so a future session can pick up … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/handoff) |
+
+## Source: rohitg00/pro-workflow
+
+- Repository: [https://github.com/rohitg00/pro-workflow](https://github.com/rohitg00/pro-workflow) (commit `5c313e2`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `parallel-worktrees` | core | Create and manage git worktrees for parallel coding sessions with zero dead time. Use when blocked on tests, builds, wanting to work on multiple branches, context switching, or exploring multiple approaches simultaneously. | [source](https://github.com/rohitg00/pro-workflow/tree/5c313e2/skills/parallel-worktrees) |
+
+## 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 |
+|---|---|---|---|
+| `performance-analysis` | core | Measurement approaches, profiling patterns, bottleneck identification, and optimization guidance. Use when diagnosing performance issues, establishing baselines, identifying bottlenecks, or planning for scale. Always measure before … | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/quality/performance-analysis) |
+
+## Source: ruvnet/claude-code-flow
+
+- Repository: [https://github.com/ruvnet/claude-code-flow](https://github.com/ruvnet/claude-code-flow) (commit `73914bd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `Skill Builder` | core | Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/skill-builder) |
+
+## Source: ruvnet/ruflo
+
+- Repository: [https://github.com/ruvnet/ruflo](https://github.com/ruvnet/ruflo) (commit `73914bd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `Skill Builder` | core | Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/skill-builder) |
+
+## 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 |
+|---|---|---|---|
+| `cloudflare-workers-multi-lang` | core | Multi-language Workers development with Rust, Python, and WebAssembly. Use when building Workers in languages other than JavaScript/TypeScript, or when integrating WASM modules for performance-critical code. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/cloudflare-workers/skills/cloudflare-workers-multi-lang) |
+
+## Source: shareAI-lab/learn-claude-code
+
+- Repository: [https://github.com/shareAI-lab/learn-claude-code](https://github.com/shareAI-lab/learn-claude-code) (commit `a9cafe9`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `agent-builder` | core | Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with … | [source](https://github.com/shareAI-lab/learn-claude-code/tree/a9cafe9/skills/agent-builder) |
+
+## 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 |
+|---|---|---|---|
+| `knowledge-agent` | core | Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics. | [source](https://github.com/thedotmack/claude-mem/tree/f5633c1/plugin/skills/knowledge-agent) |
+
+## Source: wanshuiyin/Auto-claude-code-research-in-sleep
+
+- Repository: [https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep) (commit `eb5c9d7`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `system-profile` | core | Profile a target (script, process, GPU, memory, interconnect) for performance analysis. Use when user says \"profile\", \"benchmark\", \"bottleneck\", or wants performance analysis. | [source](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/eb5c9d7/skills/skills-codex/system-profile) |
+
+## Source: zechenzhangAGI/AI-research-SKILLs
+
+- Repository: [https://github.com/zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs) (commit `773a529`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `blip-2-vision-language` | core | Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance. | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/18-multimodal/blip-2) |
+| `openrlhf-training` | core | High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing. | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/06-post-training/openrlhf) |
+
+## Source: veniceai/skills
+
+- Repository: [https://github.com/veniceai/skills](https://github.com/veniceai/skills) (commit `de089fa`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `venice-errors` | adjacent | Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-errors) |
--- a/references/berufsbild-de.md
+++ b/references/berufsbild-de.md
@@ -0,0 +1,81 @@
+# Berufsbild (Deutschland) — Choreograf/in
+
+> **Quelle:** BERUFENET, Bundesagentur für Arbeit — Beruf-ID 59252,
+> KldB 2010: B 94224 · via öffentliche BERUFENET-API,
+> abgerufen 2026-07-12. Automatisches Label-Matching
+> (Score 1.00); Inhalte paraphrasiert/gekürzt, Volltext beim
+> Original: https://web.arbeitsagentur.de/berufenet/beruf/59252
+
+## Aufgaben und Tätigkeiten kompakt
+
+Choreografen bzw. Choreografinnen konzipieren, inszenieren und leiten Ballettaufführungen bzw. Tanzszenen in Musicals, Opern oder Film- und Fernsehproduktionen. Sie stimmen ihre Konzepte mit der Theater- bzw. der Spielleitung ab und sind am Engagement von Gruppen-bzw. Solotänzern und -tänzerinnen sowie Verpflichtungen von Trainingsleitern bzw. Trainingsleiterinnen und Ballettmeistern und -meisterinnen beteiligt. Zudem leiten sie Konzept-, Tanz-, Bühnen-, Stück- sowie Durchlaufproben, nehmen Haupt- und Generalproben ab und arbeiten Rolleninterpretationen mit Beteiligten aus. Sie entscheiden über Bühnentechnik und Beleuchtung, Kostüme sowie Spielraum und Bühnenbild, wobei sie eng mit verschiedenen Abteilungen zusammenarbeiten. 
+Berufliche Möglichkeiten bieten sich ihnen zudem in den Bereichen Tanzsport und Eiskunstlauf, wo sie beratend tätig sind oder z.B. spezielle Übungsprogramme ausarbeiten.
+
+## Tätigkeitsbezeichnungen
+
+Choreograf/in
+
+Berufsbezeichnung in englischer SpracheChoreographer (m/f)
+
+Berufsbezeichnung in französischer SpracheChorégraphe (m/f)
+
+## Die Tätigkeit im Überblick
+
+Choreografen und Choreografinnen entwickeln, bearbeiten, überarbeiten und leiten Tanzinszenierungen für Ballett- bzw. Modern-Dance-Aufführungen, Oper, Operette, Musical und Film.
+
+## Trends
+
+Digitales Theater Schauspieler und Schauspielerinnen stehen neben Avataren oder Robotern auf der Bühne, Bühnenbilder entstehen mittels Beleuchtung eines Objekts mittels Laserlicht; durch die Überlagerung verschiedener Lichtwellen wirkt das Objekt bei der Betrachtung dreidimensional und scheint völlig frei im Raum zu schweben; die dreidimensionalen Strukturen sind für Betrachter bzw. Betrachterinnen von allen Seiten sichtbar
+" name="Hologramm">Hologrammen und Masken mittels Auch: Additive Fertigung, Rapid Prototyping. Herstellungsverfahren, bei dem durch das schichtweise Ablagern von Material ein Objekt aufgebaut wird. Es kommt vor allem bei der Herstellung von Prototypen und Modellen oder Werkstücken mit geringer Stückzahl zum Einsatz. Die Vorlage wird meist mit CAD-Software angefertigt.
+" name="3-D-Druck">3-D-Druck. Vorstellungen werden als Livestream übertragen, Zuschauer können die Handlung per Smartphone steuern oder mithilfe von Computergenerierte, interaktive 3D-Umgebung, die mit speziellen Technologien (z.B. VR-Brillen) erlebet werden kann
+" name="Virtual Reality">Virtual Reality-Brillen aktiv ins Geschehen eintauchen. Digitales Theater will herkömmliches Theater nicht ersetzen, sondern es erweitern und ggf. dadurch auch ein größeres Publikum erreichen. Daher werden sich innovationsbereite Künstler und Künstlerinnen sowie Fach- und Führungskräfte am Theater mit den technologischen Möglichkeiten und deren Einbindung auseinandersetzen.
+
+## Aufgaben und Tätigkeiten (Beschreibung)
+
+Worum geht es?Choreografen und Choreografinnen entwickeln, bearbeiten, überarbeiten und leiten Tanzinszenierungen für Ballett- bzw. Modern Dance-Aufführungen, Oper, Operette, Musical und Film.
+Ohne Inszenierungskonzept keine AufführungAm Beginn einer Neuinszenierung steht für Choreografen und Choreografinnen die Erarbeitung eines Inszenierungskonzeptes. Die Tanzbewegungen werden dabei z.B. mittels kinetografischer Zeichen aufgezeichnet (Regieentwurf des Tanzes). Anschließend stimmen sie das Konzept mit der Theater- oder Spielleitung und den Künstlern und Künstlerinnen ab.
+Sie machen Besetzungsvorschläge und sind in der Regel auch an der Verpflichtung von Trainingsleitern und -leiterinnen sowie Ballettmeistern und -meisterinnen beteiligt.
+ Steht das Inszenierungskonzept, folgt die Probenarbeit. Choreografen und Choreografinnen leiten Konzept- und Tanzproben über Bühnen-, Stück- und Durchlaufproben bis zur Haupt- und Generalprobe und sind bei der Premiere anwesend.
+Teamwork gefragt!Bei der Entwicklung einer Konzept eines Tanzes, d.h. eine festgelegte Ordnung von Bewegungsabläufen aus Schritten und Figuren
+" name="Choreografie">Choreografie arbeiten Choreografen und Choreografinnen eng mit Mitarbeitern und Mitarbeiterinnen von Technik und Requisite sowie mit Bühnen- sowie Kostümbildnern und -bildnerinnen zusammen. Wenn Tanzszenen in eine Opern-, Operetten- oder Musical-Inszenierung bzw. eine Filmhandlung integriert werden, stimmen sie sich mit der Regie bzw. der künstlerischen Leitung ab, damit sich die Tänze harmonisch ins Gesamtkonzept einfügen. Choreografen und Choreografinnen, die bei einer Bühne oder einem Tanzensemble fest angestellt sind, arbeiten ggf. neue Ensemblemitglieder ein und sind auch im Abenddienst bei Repertoirevorstellungen tätig. Hier haben sie ein Auge auf die Vorstellungen und korrigieren ggf. Abweichungen vom Konzept. 
+Weitere EinsatzbereicheBetätigungsfelder neben der Bühne finden Choreografen und Choreografinnen z.B. bei Film- und Fernsehproduktionen, wo sie Tanzfilme oder -szenen entwickeln und gestalten. Auch im Tanzsport sowie im Eiskunstlauf können sie in choreografischer Hinsicht beratend tätig sein bzw. Programme ausarbeiten und mit den Sportlern und Sportlerinnen einstudieren. In Ballett- und Tanzschulen unterrichten sie Schüler und Schülerinnen.
+
+## Aufgaben und Tätigkeiten im Einzelnen
+
+Tanz- bzw. Ballettaufführungen konzipieren und inszenieren
+
+tänzerische Abläufe ausarbeiten
+
+mit dem Ensemble tänzerische Bewegungsabläufe einstudieren, Proben leiten, Premiere abnehmen
+
+Künstlerischer Bereichein Werk durch analytische und kreative Auseinandersetzung mit der musikalischen Vorlage deuten
+
+Werke daraufhin prüfen, ob sie sich für tänzerische Ausdrucks- und Darstellungsformen eignen
+
+szenisches Konzept entwickeln, Bewegungsmotive und -abläufe erarbeiten, dramaturgische Gesetzmäßigkeiten des Ausdruckstanzes berücksichtigen
+
+Szenen und Figuren zuordnen, Rollenanalysen durchführen
+
+Realisierungsmöglichkeiten von Tanzrollen und Partien prüfen
+
+in Abstimmung mit Mitarbeitern über den Einsatz der Bühnen- und Beleuchtungstechnik entscheiden
+
+in Zusammenarbeit mit Bühnen- sowie Kostümbildnern und -bildnerinnen einen Spielraum entwickeln
+
+Probenarbeiten vorbereiten, in Konzept-, Szenen-, Bühnenproben gemeinsam mit Tänzern und Tänzerinnen Rolleninterpretationen herausarbeiten
+
+ Aufführungen während der Laufzeit einer Inszenierung überwachen ("Abenddienst")
+
+im Film, Fernsehen und Internet: die Choreografie von Tanzinszenierungen für Film-, Fernseh- und Streamingproduktionen entwickeln, überarbeiten, leiten 
+
+Tanzsportgruppen und Formationen, aber auch Eistänzer/innen, Eiskunstläufer/innen im Hinblick auf künstlerische/choreografische Fragen beraten, spezielle Übungsprogramme und Choreografien ausarbeiten
+
+Ballett- und Tanzschüler/innen unterrichten und anleiten 
+
+die Nutzung innovativer Technologien für Aufführungen analysieren, z.B. deutsch: erweiterte Realität
+ Kombination aus wahrgenommener und vom Computer erzeugter Realität; z.B. können über eine halbtransparente Datenbrille kontextabhängige, digitale Informationen wie Texte, Videos oder Grafiken in das Sichtfeld eingeblendet und in die reale Umgebung integriert werden
+" name="Augmented Reality">Augmented Reality
+
+Wissenschaft und LehreLehrveranstaltungen durchführen, ggf. Prüfungen abnehmen
+
+Tanzprojekte durchführen
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,77 @@
+# Market evidence report — choreographer
+
+Source: **17 real job ads** (JSearch API, countries: us 17), extracted into the MSSQL evidence store; as of 2026-07-10.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| n/a | 10 | 59 % |
+| mid | 3 | 18 % |
+| lead | 2 | 12 % |
+| junior | 1 | 6 % |
+| senior | 1 | 6 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | choreography | 12 | 71 % |
+| 2 | dance instruction | 3 | 18 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Regional breakdown
+
+> **Corpus note:** 17 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
+
+### US (us)
+
+**Insufficient evidence** — 17 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### UK (gb)
+
+**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### EU/DACH (de, at, ch, nl)
+
+**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+
+## Job title variants in the market
+
+| Title | Ads |
+|---|---|
+| Musical - Choreographer | 2 |
+| 26-27 HS Spring Musical Choreographer | 1 |
+| 26-27 MS Spring Musical - Choreographer | 1 |
+| Adjunct Faculty - Dance Choreography | 1 |
+| Assistant Band Front Director: Choreography & Teaching | 1 |
+| Assistant Choreographer | 1 |
+| Choreographer | 1 |
+| Choreographer - Repertory Theatre | 1 |
+| Choreographer/Movement Coordinator Job in 'Grade of Execution' | 1 |
+| Color Guard/Winter Guard Director/Choreographer | 1 |
+| Dance Choreography Director | 1 |
+| FY27: Choreographer, Quince Orchard HS, TPT | 1 |
+| Lead Choreographer & Movement Director | 1 |
+| Musical Choreographer | 1 |
+| Part-Time Upper School Dance Leader & Musical Choreographer | 1 |
+| Solo/Duo/Trio Choreographer | 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 +1,32 @@
+# Occupation profile — choreographer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/189a337d-f6fb-44e2-9e7a-bc27b7b76e0e
+- **ESCO code:** 2653.1
+- **ISCO-08 group:** 2653 — Dancers and choreographers
+- **O*NET-SOC:** 27-2032.00 — Choreographers (match: exactMatch)
+
+## Description (ESCO)
+
+Choreographers create sequences of movements in which motion, form or both are specified. Some choreographers also take up the role of coordinating, teaching and rehearsing performers in the production of the choreography. They can also act as a movement coach for actors.
+
+## Definition
+
+Excludes choreologist.
+
+## Alternative labels
+
+- dance notation specialist
+- movement director
+- choreographer & movement director
+- aquatic choreographer
+- tap ballet dancer choreographer
+- ballet choreographer
+- aerial choreographer
+- circus choreographer
+- martial arts choreographer
+- movement director & choreographer
+- theatre choreographer
+- contemporary dance choreographer
+- dance choreographer
+- choreographer assistant
+- fight choreographer
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,71 @@
+# Competences — choreographer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/189a337d-f6fb-44e2-9e7a-bc27b7b76e0e).
+
+## Essential
+
+- **art-historical values** (knowledge)
+- **assemble an artistic team** (skill/competence)
+- **be a role model in community arts** (skill/competence)
+- **create a work environment where performers can develop their potential** (skill/competence)
+- **create choreographic material** (skill/competence)
+- **create new fight sequences** (skill/competence)
+- **define artistic approach** (skill/competence)
+- **describe artistic experience** (skill/competence)
+- **design flying movements** (skill/competence)
+- **develop a choreographic language** (skill/competence)
+- **develop a choreographic work** (skill/competence)
+- **develop an artistic framework** (skill/competence)
+- **develop codified movements** (skill/competence)
+- **develop methods for choreographic integration** (skill/competence)
+- **develop proposed choreographic language** (skill/competence)
+- **develop the physical language** (skill/competence)
+- **ensure longevity of choreography** (skill/competence)
+- **identify performers' needs** (skill/competence)
+- **intellectual property law** (knowledge)
+- **labour legislation** (knowledge)
+- **maintain safe working conditions in performing arts** (skill/competence)
+- **manage artistic career** (skill/competence)
+- **manage personal professional development** (skill/competence)
+- **monitor art scene developments** (skill/competence)
+- **prepare performance training session** (skill/competence)
+- **rehearse artist fly movements** (skill/competence)
+- **train artists in flying** (skill/competence)
+- **understand the architecture of a live performance** (skill/competence)
+- **understand the conceptual dimension of a live performance** (skill/competence)
+- **understand the emotional dimension of a performance** (skill/competence)
+- **understand the physical language of a live performance** (skill/competence)
+- **work with broad variety of personalities** (skill/competence)
+- **work with respect for own safety** (skill/competence)
+
+## Optional
+
+- analyse music score (skill/competence)
+- correct potentially harmful movements (skill/competence)
+- demonstrate specialisation in a dance tradition (skill/competence)
+- demonstrate technical expertise of your dance style (skill/competence)
+- identify requirements of the work in the artistic performance (skill/competence)
+- inspire enthusiasm for dance (skill/competence)
+- manage artistic project (skill/competence)
+- match needs of target community with your skills (skill/competence)
+- notate different dances (skill/competence)
+- practise flying movements (skill/competence)
+- read dance scores (skill/competence)
+- select music for performance (skill/competence)
+- show intercultural awareness (skill/competence)
+- stimulate performers' imagination (skill/competence)
+- teach dance (skill/competence)
+- work in an international environment (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 17 ads, as of 2026-07-10)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- choreography — **71 %**
+- dance instruction — **18 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,38 @@
+# Tasks & work activities — choreographer
+
+Source: O*NET 30.3, occupation 27-2032.00 (Choreographers).
+
+## Task statements
+
+- **[Core]** Direct rehearsals to instruct dancers in dance steps and in techniques to achieve desired effects.
+- **[Core]** Read and study story lines and musical scores to determine how to translate ideas and moods into dance movements.
+- **[Core]** Design dances for individual dancers, dance companies, musical theatre, opera, fashion shows, film, television productions, and special events, and for dancers ranging from beginners to professionals.
+- **[Core]** Choose the music, sound effects, or spoken narrative to accompany a dance.
+- **[Core]** Advise dancers on standing and moving properly, teaching correct dance techniques to help prevent injuries.
+- **[Core]** Coordinate production music with music directors.
+- **[Core]** Audition performers for one or more dance parts.
+- **[Core]** Direct and stage dance presentations for various forms of entertainment.
+- **[Core]** Develop ideas for creating dances, keeping notes and sketches to record influences.
+- **[Core]** Train, exercise, and attend dance classes to maintain high levels of technical proficiency, physical ability, and physical fitness.
+- **[Core]** Teach students, dancers, and other performers about rhythm and interpretive movement.
+- **[Core]** Assess students' dancing abilities to determine where improvement or change is needed.
+- **[Core]** Experiment with different types of dancers, steps, dances, and placements, testing ideas informally to get feedback from dancers.
+- **[Core]** Seek influences from other art forms, such as theatre, the visual arts, and architecture.
+- **[Core]** Design sets, lighting, costumes, and other artistic elements of productions, in collaboration with cast members.
+- **[Core]** Record dance movements and their technical aspects, using a technical understanding of the patterns and formations of choreography.
+- **[Core]** Manage dance schools, or assist in their management.
+- **[Supplemental]** Restage traditional dances and works in dance companies' repertoires, developing new interpretations.
+
+## Detailed work activities
+
+- Audition or interview potential performers or staff members.
+- Choreograph dances.
+- Coordinate artistic activities.
+- Determine presentation subjects or content.
+- Develop artistic or design concepts for decoration, exhibition, or commercial purposes.
+- Evaluate skills of athletes or performers.
+- Manage operations of artistic or entertainment departments or organizations.
+- Monitor current trends.
+- Practice athletic or artistic skills.
+- Study scripts to determine project requirements.
+- Train others on performance techniques.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,19 @@
+# Tools & technology — choreographer
+
+Source: O*NET 30.3 'Software Skills' for 27-2032.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Salesforce software | Customer relationship management CRM software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Facebook | Web page creation and editing software | yes |
+| Microsoft Word | Word processing software | yes |
+| Email software | Electronic mail software |  |
+| Salesforce Visualforce | Graphical user interface development software |  |
+| Chorel Technology Dance Designer | Graphics or photo imaging software |  |
+| Credo Interactive DanceForms | Graphics or photo imaging software |  |
+| Web browser software | Internet browser software |  |
+| YouTube | Video creation and editing software |  |
+| Social media sites | Web page creation and editing software |  |