feat: art-restorer skill package v0.1.0

2026-08-14 17:43:46 +02:00
commit 1cb213da63
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — art-restorer
+
+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 — art-restorer
+    "ESCO (occupation & competences)" : 21
+    "O*NET (tasks & tools)" : 107
+    "Job boards (market evidence)" : 110
+    "Anthropic official Claude skills" : 13
+    "External AI skill packs (mapped)" : 190
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 21 | 4.8 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 107 | 24.3 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 110 | 24.9 % | references/market.md (full report) + "Market evidence" headline sections |
+| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
+| Anthropic official Claude skills | 13 | 2.9 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 190 | 43.1 % | 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 +1,49 @@
+---
+name: art-restorer
+description: "Occupational skill for the role 'art restorer' (also: restoration technician, art objects repairer, restorers, restorer, artifact conservator, restoration artist). Use when the user asks for typical art restorer work such as: typical art restorer responsibilities"
+---
+
+# Art Restorer
+
+Art restorers work to perform corrective treatment based on an evaluation of the aesthetic, historic and scientific characteristics of art objects. They determine the structural stability of art pieces and address problems of chemical and physical deterioration.
+
+## Core workflow
+
+
+## How to use this skill
+
+- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
+- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
+- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
+- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
+- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
+
+## Key competences (essential)
+
+- apply restoration techniques
+- assess conservation needs
+- coordinate operational activities
+- create solutions to problems
+- ensure safety of exhibition
+- evaluate restoration procedures
+- museum databases
+- provide conservation advice
+- restore art using scientific methods
+- select restoration activities
+- use ICT resources to solve work related tasks
+
+## Hot technologies
+
+- Adobe Acrobat
+- Adobe After Effects
+- Adobe Creative Cloud software
+- Adobe Illustrator
+- Adobe InDesign
+- Adobe Photoshop
+- Autodesk AutoCAD
+- C#
+- C++
+- Extensible markup language XML
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/09a40a9a-2b60-422c-abe4-96d829bc27df), O*NET 30.3 (27-1013.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,310 @@
+{
+  "name": "art-restorer",
+  "title": "art restorer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/09a40a9a-2b60-422c-abe4-96d829bc27df",
+    "esco_code": "2651.2",
+    "isco_group": "2651",
+    "onet_soc": "27-1013.00",
+    "crosswalk_match": "manual nearest via ISCO 2651 (Fine Artists, Including Painters, Sculptors, and Illustrators)"
+  },
+  "sources": [
+    {
+      "name": "ESCO",
+      "version": "1.2.1",
+      "url": "https://esco.ec.europa.eu/"
+    },
+    {
+      "name": "O*NET",
+      "version": "30.3",
+      "url": "https://www.onetcenter.org/",
+      "license": "CC BY 4.0"
+    }
+  ],
+  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
+  "counts": {
+    "tasks": 0,
+    "dwas": 0,
+    "skills_essential": 11,
+    "skills_optional": 9,
+    "software": 0
+  },
+  "enrichment_ai_skills": {
+    "generated": "2026-07-14",
+    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
+    "sources": {
+      "anthropics/skills": {
+        "repo": "https://github.com/anthropics/skills",
+        "commit": "9d2f1ae",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "veniceai/skills": {
+        "repo": "https://github.com/veniceai/skills",
+        "commit": "de089fa",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ConardLi/garden-skills": {
+        "repo": "https://github.com/ConardLi/garden-skills",
+        "commit": "fbd6453",
+        "license": "MIT",
+        "skills": 2
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 4
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 7
+      },
+      "basicmachines-co/basic-memory": {
+        "repo": "https://github.com/basicmachines-co/basic-memory",
+        "commit": "53da71c",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 2
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 6
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "license": "MIT",
+        "skills": 2
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 11
+      },
+      "ognjengt/founder-skills": {
+        "repo": "https://github.com/ognjengt/founder-skills",
+        "commit": "a45931c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "softaworks/agent-toolkit": {
+        "repo": "https://github.com/softaworks/agent-toolkit",
+        "commit": "3027f20",
+        "license": "MIT",
+        "skills": 2
+      },
+      "EveryInc/compound-engineering-plugin": {
+        "repo": "https://github.com/EveryInc/compound-engineering-plugin",
+        "commit": "1a7a4c1",
+        "license": "MIT",
+        "skills": 1
+      },
+      "trailofbits/skills": {
+        "repo": "https://github.com/trailofbits/skills",
+        "commit": "cfe5d7b",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "oliver-kriska/claude-elixir-phoenix": {
+        "repo": "https://github.com/oliver-kriska/claude-elixir-phoenix",
+        "commit": "d6b21b5",
+        "license": "MIT",
+        "skills": 1
+      },
+      "secondsky/claude-skills": {
+        "repo": "https://github.com/secondsky/claude-skills",
+        "commit": "c4889f6",
+        "license": "MIT",
+        "skills": 1
+      },
+      "zebbern/claude-code-guide": {
+        "repo": "https://github.com/zebbern/claude-code-guide",
+        "commit": "d2c5280",
+        "license": "MIT",
+        "skills": 1
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 2
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "rsmdt/the-startup": {
+        "repo": "https://github.com/rsmdt/the-startup",
+        "commit": "ff6a0be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mhattingpete/claude-skills-marketplace": {
+        "repo": "https://github.com/mhattingpete/claude-skills-marketplace",
+        "commit": "3fa16a9",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "Sushegaad/Claude-Skills-Governance-Risk-and-Compliance": {
+        "repo": "https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance",
+        "commit": "71d8920",
+        "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": 2
+      },
+      "infrasity-labs/dev-gtm-claude-skills": {
+        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
+        "commit": "02cfefb",
+        "license": "MIT",
+        "skills": 2
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 2
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "raintree-technology/apple-hig-skills": {
+        "repo": "https://github.com/raintree-technology/apple-hig-skills",
+        "commit": "431fd30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ehmo/platform-design-skills": {
+        "repo": "https://github.com/ehmo/platform-design-skills",
+        "commit": "dc2be82",
+        "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
+      },
+      "Sendmux/skills": {
+        "repo": "https://github.com/Sendmux/skills",
+        "commit": "f574c14",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "AvdLee/Swift-Concurrency-Agent-Skill": {
+        "repo": "https://github.com/AvdLee/Swift-Concurrency-Agent-Skill",
+        "commit": "0d472de",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ayoubben18/ab-method": {
+        "repo": "https://github.com/ayoubben18/ab-method",
+        "commit": "bf65f61",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jezweb/claude-skills": {
+        "repo": "https://github.com/jezweb/claude-skills",
+        "commit": "e875a6b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "luongnv89/claude-howto": {
+        "repo": "https://github.com/luongnv89/claude-howto",
+        "commit": "a645ffe",
+        "license": "MIT",
+        "skills": 1
+      },
+      "vladikk/modularity": {
+        "repo": "https://github.com/vladikk/modularity",
+        "commit": "bcdca9a",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "snyk/agent-scan": {
+        "repo": "https://github.com/snyk/agent-scan",
+        "commit": "f3a4621",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "ThinkInAIXYZ/deepchat": {
+        "repo": "https://github.com/ThinkInAIXYZ/deepchat",
+        "commit": "f275c92",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "claude-world/director-mode-lite": {
+        "repo": "https://github.com/claude-world/director-mode-lite",
+        "commit": "9d0c333",
+        "license": "MIT",
+        "skills": 1
+      },
+      "Devin-AXIS/iPolloWork": {
+        "repo": "https://github.com/Devin-AXIS/iPolloWork",
+        "commit": "5107542",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 71,
+      "adjacent": 9
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 21,
+      "onet": 107,
+      "jobads": 110,
+      "wiki_ai": 0,
+      "anthropic": 13,
+      "ai_skills": 190,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 4.8,
+      "onet": 24.3,
+      "jobads": 24.9,
+      "wiki_ai": 0.0,
+      "anthropic": 2.9,
+      "ai_skills": 43.1,
+      "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 +1,426 @@
+# External AI agent skills — art-restorer
+
+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` | adjacent | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. | [source](https://github.com/anthropics/skills/tree/main/skills/brand-guidelines) |
+| `algorithmic-art` | adjacent | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original … | [source](https://github.com/anthropics/skills/tree/main/skills/algorithmic-art) |
+| `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) |
+| `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) |
+| `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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `conservation-assessment` | core | Assess condition of artworks and cultural objects, develop treatment proposals, and document conservation interventions following AIC ethical guidelines | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/conservation-assessment) |
+| `iso-implementation-guide` | core | ISO 9001:2015 Quality Management System implementation skill with gap assessment and documentation templates | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/iso-implementation-guide) |
+| `kanban-system-designer` | core | Pull-based production control system design skill with WIP limits, replenishment triggers, and visual management boards | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/operations/skills/kanban-system-designer) |
+| `membrane-system-design` | core | Expert skill for membrane filtration and separation system design including process selection, flux calculations, fouling analysis, and concentrate management. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/environmental-engineering/skills/membrane-system-design) |
+| `thermal-management` | core | Vehicle and powertrain thermal management system design | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/automotive-engineering/skills/thermal-management) |
+| `embedded-docs` | core | Embedded firmware documentation generation and maintenance using Doxygen and related tools. Expert skill for API documentation, hardware interface documentation, memory maps, and integration with documentation systems. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/embedded-systems/skills/embedded-docs) |
+| `eu-mdr-gspr-mapper` | core | EU MDR General Safety and Performance Requirements (GSPR) mapping and compliance documentation skill | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/science/biomedical-engineering/skills/eu-mdr-gspr-mapper) |
+
+## 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 |
+|---|---|---|---|
+| `quality-manager-qms-iso13485` | core | ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/ra-qm-team/skills/quality-manager-qms-iso13485) |
+| `code-to-prd` | core | Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/product-team/code-to-prd/skills/code-to-prd) |
+
+## 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 |
+|---|---|---|---|
+| `doc-coauthoring` | core | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer … | [source](https://github.com/anthropics/skills/tree/9d2f1ae/skills/doc-coauthoring) |
+
+## Source: AvdLee/Swift-Concurrency-Agent-Skill
+
+- Repository: [https://github.com/AvdLee/Swift-Concurrency-Agent-Skill](https://github.com/AvdLee/Swift-Concurrency-Agent-Skill) (commit `0d472de`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `swift-concurrency` | core | Diagnose Swift Concurrency issues, refactor callback-based code to async/await, and guide Swift 6 migration when working with tasks, actors, @MainActor, Sendable, data races, thread safety, or concurrency-related compiler and linter … | [source](https://github.com/AvdLee/Swift-Concurrency-Agent-Skill/tree/0d472de/swift-concurrency) |
+
+## Source: ayoubben18/ab-method
+
+- Repository: [https://github.com/ayoubben18/ab-method](https://github.com/ayoubben18/ab-method) (commit `bf65f61`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ab-create-roadmap` | core | Turn a larger idea into a dependency-ordered roadmap of tasks — the layer above create-task. Use when the work is several distinct tasks with real ordering between them (schema before API before UI), and you want the whole task graph drawn … | [source](https://github.com/ayoubben18/ab-method/tree/bf65f61/.agents/skills/ab-create-roadmap) |
+
+## Source: basicmachines-co/basic-memory
+
+- Repository: [https://github.com/basicmachines-co/basic-memory](https://github.com/basicmachines-co/basic-memory) (commit `53da71c`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `memory-tasks` | core | Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph. | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-tasks) |
+
+## 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 |
+|---|---|---|---|
+| `comm-lit-review` | core | Communications-domain literature review and related-work search with database-aware source control. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/42-wanshuiyin-ARIS/skills/skills-codex/comm-lit-review) |
+| `numerical-methods-guide` | core | Apply numerical methods and scientific computing techniques | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/43-wentorai-research-plugins/skills/domains/math/numerical-methods-guide) |
+
+## Source: claude-world/director-mode-lite
+
+- Repository: [https://github.com/claude-world/director-mode-lite](https://github.com/claude-world/director-mode-lite) (commit `9d0c333`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `doc-writer` | core | Documentation templates and standards: README structure, API reference format, changelog (Keep a Changelog), and comment guidelines. Use when creating or updating documentation. Loaded automatically by the doc-writer agent. | [source](https://github.com/claude-world/director-mode-lite/tree/9d0c333/skills/doc-writer) |
+
+## 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 |
+|---|---|---|---|
+| `ops-dash` | core | Interactive pixel-art command center dashboard. Visual business HQ with instant hotkey navigation to all ops commands, live status indicators, fire alerts, C-suite reports, settings, sharing, and FAQ. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/claude-ops/skills/ops-dash) |
+| `macos-design` | core | Design and build native-feeling macOS application UIs. Use this skill whenever the user asks to create a desktop app, macOS app, Mac-style interface, Apple-style UI, system utility, or anything that should look and feel like a native Mac … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/macos-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 |
+|---|---|---|---|
+| `quality-manager-qms-iso13485` | core | ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/quality-manager-qms-iso13485) |
+| `Linux Production Shell Scripts` | core | This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It provides ready-to-use shell script templates … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/linux-shell-scripting) |
+| `c4-architecture` | core | Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/c4-architecture) |
+| `quality-documentation-manager` | core | Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management, and regulatory documentation oversight. Use … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/enterprise-communication/quality-documentation-manager) |
+| `agent-memory-mcp` | core | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agent-memory-mcp) |
+| `design-system-starter` | core | Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/design-system-starter) |
+| `gcc` | core | Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/git/git-context-controller) |
+| `prompt-engineer` | core | Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation. Use when: prompt engineering, system prompt, few-shot, chain of thought, prompt … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/prompt-engineer) |
+| `architecture` | core | Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/architecture) |
+| `benchling-integration` | core | Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/benchling-integration) |
+| `doc-coauthoring` | core | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/doc-coauthoring) |
+
+## Source: Devin-AXIS/iPolloWork
+
+- Repository: [https://github.com/Devin-AXIS/iPolloWork](https://github.com/Devin-AXIS/iPolloWork) (commit `5107542`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `figma-swiftui` | core | SwiftUI ↔ Figma translation. Use whenever the user mentions Swift, SwiftUI, iOS, iPhone, or iPad — in EITHER direction — translating a Figma design into SwiftUI (design → code), or pushing SwiftUI views / screens / tokens back into a Figma … | [source](https://github.com/Devin-AXIS/iPolloWork/tree/5107542/examples/plugin-packages/figma/.opencode/skills/figma-swiftui) |
+
+## Source: ehmo/platform-design-skills
+
+- Repository: [https://github.com/ehmo/platform-design-skills](https://github.com/ehmo/platform-design-skills) (commit `dc2be82`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `macos-design-guidelines` | core | Apple Human Interface Guidelines for Mac. Use when building macOS apps with SwiftUI or AppKit, implementing menu bars, toolbars, window management, or keyboard shortcuts. Triggers on tasks involving Mac UI, desktop apps, or Mac Catalyst. | [source](https://github.com/ehmo/platform-design-skills/tree/dc2be82/skills/macos) |
+
+## 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: 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 |
+|---|---|---|---|
+| `design-system-governance` | core | Define how a design system evolves — contribution models, versioning, change management, and deprecation. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/design-system-governance) |
+| `documentation-template` | core | Generate structured documentation templates for components, patterns, or guidelines within a design system. | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/documentation-template) |
+
+## 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 |
+|---|---|---|---|
+| `maintainx-core-workflow-b` | core | Execute MaintainX secondary workflow: Asset and Location management. Use when managing equipment assets, organizing locations/facilities, building asset hierarchies, and tracking equipment maintenance history. Trigger with phrases like … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/maintainx-pack/skills/maintainx-core-workflow-b) |
+| `design` | core | Use when the user wants the visual/experiential design of a product done systematically — a design system, a screen, a landing page, or a visual identity — grounded in researched real-world prior art and free of AI slop. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/hyperflow/skills/design) |
+| `stackblitz-sdk-patterns` | core | Production patterns for WebContainer API: file system operations, process management, and jsh shell. Use when building browser IDEs, managing WebContainer lifecycle, or implementing terminal emulation with jsh. Trigger: "webcontainer … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/stackblitz-pack/skills/stackblitz-sdk-patterns) |
+| `volt-ota` | core | Produce a complete OTA update system design — partition layout, update flow, rollback conditions, validation checks, fleet management approach, failure modes and recovery. Use when asked about "OTA updates", "firmware updates over the … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/volt-ota) |
+| `adobe-hello-world` | core | Create minimal working examples for Adobe APIs: Firefly image generation, PDF extraction, and Photoshop background removal. Use when starting a new Adobe integration, testing your setup, or learning basic Adobe API patterns. Trigger with … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/adobe-pack/skills/adobe-hello-world) |
+| `database-documentation-gen` | core | Process use when you need to work with database documentation. This skill provides automated documentation generation with comprehensive guidance and automation. Trigger with phrases like "generate docs", "document schema", or "create … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/database/database-documentation-gen/skills/database-documentation-gen) |
+
+## 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 |
+|---|---|---|---|
+| `app-docs` | core | Generate complete user documentation for a web app with screenshots. Browses the app via browser automation, screenshots every screen, and produces a structured user guide with step-by-step instructions, annotated screenshots, workflow … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/dev-tools/skills/app-docs) |
+
+## Source: luongnv89/claude-howto
+
+- Repository: [https://github.com/luongnv89/claude-howto](https://github.com/luongnv89/claude-howto) (commit `a645ffe`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `brand-voice-consistency` | core | Ensure all communication matches brand voice and tone guidelines. Use when creating marketing copy, customer communications, public-facing content, or when users mention brand voice, tone, or writing style. | [source](https://github.com/luongnv89/claude-howto/tree/a645ffe/03-skills/brand-voice) |
+
+## 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 |
+|---|---|---|---|
+| `architecture-diagram-creator` | core | Create comprehensive HTML architecture diagrams showing data flows, business objectives, features, technical architecture, and deployment. Use when users request system architecture, project documentation, high-level overviews, or … | [source](https://github.com/mhattingpete/claude-skills-marketplace/tree/3fa16a9/visual-documentation-plugin/skills/architecture-diagram-creator) |
+| `technical-doc-creator` | core | Create HTML technical documentation with code blocks, API workflows, system architecture diagrams, and syntax highlighting. Use when users request technical documentation, API docs, API references, code examples, or developer documentation. | [source](https://github.com/mhattingpete/claude-skills-marketplace/tree/3fa16a9/visual-documentation-plugin/skills/technical-doc-creator) |
+
+## 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 |
+|---|---|---|---|
+| `process-documentation` | core | Document any business process in a clear, structured format. Use when asked to document a process, write a process guide, create a workflow document, or map out how something works. Produces a complete process document with steps, roles, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-operations/skills/process-documentation) |
+
+## 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 |
+|---|---|---|---|
+| `recovering-from-ransomware-attack` | core | Executes structured recovery from a ransomware incident following NIST and CISA frameworks, including environment isolation, forensic evidence preservation, clean infrastructure rebuild, prioritized system restoration from verified … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/recovering-from-ransomware-attack) |
+| `building-vulnerability-exception-tracking-system` | core | Build a vulnerability exception and risk acceptance tracking system with approval workflows, compensating controls documentation, and expiration management. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/building-vulnerability-exception-tracking-system) |
+| `building-adversary-infrastructure-tracking-system` | core | Build an automated system to track adversary infrastructure using passive DNS, certificate transparency, WHOIS data, and IP enrichment to map and monitor threat actor command-and-control networks. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/building-adversary-infrastructure-tracking-system) |
+| `building-vulnerability-aging-and-sla-tracking` | core | Implement a vulnerability aging dashboard and SLA tracking system to measure remediation performance against severity-based timelines and drive accountability. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/building-vulnerability-aging-and-sla-tracking) |
+
+## Source: nexu-io/open-design
+
+- Repository: [https://github.com/nexu-io/open-design](https://github.com/nexu-io/open-design) (commit `4b66023`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `fs-editorial-forest` | core | Art-directing a fashion house's annual report — the editorial system, the photography rhythm, and the data spreads. Built as a decision-grade design craft deck for brand stakeholders, exec audience. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/fs-editorial-forest) |
+| `hps-true-blueprint` | core | Open Design's engineering blueprint: how the sandbox, sidecar, and daemon fit — the system diagram and the invariants. Built as a decision-grade product management deck for engineering org. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/hps-true-blueprint) |
+
+## Source: ognjengt/founder-skills
+
+- Repository: [https://github.com/ognjengt/founder-skills](https://github.com/ognjengt/founder-skills) (commit `a45931c`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `sop-creator` | core | Creates detailed Standard Operating Procedures (SOPs) for business processes. Use when user needs SOPs, process documentation, operational guides, workflow documentation, or step-by-step instructions for repeatable business processes. | [source](https://github.com/ognjengt/founder-skills/tree/a45931c/skills/sop-creator) |
+
+## Source: oliver-kriska/claude-elixir-phoenix
+
+- Repository: [https://github.com/oliver-kriska/claude-elixir-phoenix](https://github.com/oliver-kriska/claude-elixir-phoenix) (commit `d6b21b5`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `compound-docs` | core | Searchable Elixir/Phoenix/Ecto solution documentation system with YAML frontmatter. Builds institutional knowledge from solved problems. Use when consulting past solutions before investigating new issues. | [source](https://github.com/oliver-kriska/claude-elixir-phoenix/tree/d6b21b5/plugins/elixir-phoenix/skills/compound-docs) |
+
+## Source: raintree-technology/apple-hig-skills
+
+- Repository: [https://github.com/raintree-technology/apple-hig-skills](https://github.com/raintree-technology/apple-hig-skills) (commit `431fd30`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `hig-inputs` | core | Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial interactions, gyroscope, accelerometer, and nearby … | [source](https://github.com/raintree-technology/apple-hig-skills/tree/431fd30/skills/hig-inputs) |
+
+## 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 |
+|---|---|---|---|
+| `documentation-strategy` | core | Design and run a documentation system for a team or product. Use this skill when planning what to document, choosing a documentation tool, organizing existing docs, fixing stale documentation, designing a maintenance cadence, or scoping … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/documentation-strategy) |
+| `design-system` | core | Build or audit a design system including component library, design tokens, naming conventions, contribution model, and documentation. Use this skill whenever the user wants to build a design system, audit an existing system, define design … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/design-system) |
+
+## 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 |
+|---|---|---|---|
+| `technical-writing` | core | Create architectural decision records (ADRs), system documentation, API documentation, and operational runbooks. Use when capturing design decisions, documenting system architecture, creating API references, or writing operational … | [source](https://github.com/rsmdt/the-startup/tree/ff6a0be/plugins/team/skills/development/technical-writing) |
+
+## 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 |
+|---|---|---|---|
+| `memory-management` | core | AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/.agents/skills/memory-management) |
+
+## 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 |
+|---|---|---|---|
+| `memory-management` | core | AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, … | [source](https://github.com/ruvnet/ruflo/tree/73914bd/.agents/skills/memory-management) |
+
+## Source: secondsky/claude-skills
+
+- Repository: [https://github.com/secondsky/claude-skills](https://github.com/secondsky/claude-skills) (commit `c4889f6`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design-system-creation` | core | \| Creates comprehensive design systems with typography, colors, components, and documentation for consistent UI development. Use when establishing design standards, building component libraries, or ensuring cross-team consistency. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/design-system-creation/skills/design-system-creation) |
+
+## Source: Sendmux/skills
+
+- Repository: [https://github.com/Sendmux/skills](https://github.com/Sendmux/skills) (commit `f574c14`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `sendmux-management` | core | Manage Sendmux account-level resources with an smx_root_ key. Use for domains, mailbox provisioning, mailbox API keys, sending accounts, webhooks, billing, spend, delivery logs, incoming logs, metrics, and other team administration tasks; … | [source](https://github.com/Sendmux/skills/tree/f574c14/plugins/sendmux/skills/sendmux-management) |
+
+## 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 |
+|---|---|---|---|
+| `doc-coauthoring` | core | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/doc-coauthoring) |
+
+## Source: softaworks/agent-toolkit
+
+- Repository: [https://github.com/softaworks/agent-toolkit](https://github.com/softaworks/agent-toolkit) (commit `3027f20`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `c4-architecture` | core | Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate … | [source](https://github.com/softaworks/agent-toolkit/tree/3027f20/skills/c4-architecture) |
+| `design-system-starter` | core | Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products. | [source](https://github.com/softaworks/agent-toolkit/tree/3027f20/skills/design-system-starter) |
+
+## Source: Sushegaad/Claude-Skills-Governance-Risk-and-Compliance
+
+- Repository: [https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance) (commit `71d8920`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cis-controls` | core | Expert CIS Controls v8 (CIS Top 18) advisor — implementation group scoping (IG1/IG2/IG3), control gap assessments, safeguard-level guidance, asset inventory, software inventory, data protection, secure configuration, account management, … | [source](https://github.com/Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/tree/71d8920/plugins/cis-controls/skills/cis-controls) |
+
+## Source: ThinkInAIXYZ/deepchat
+
+- Repository: [https://github.com/ThinkInAIXYZ/deepchat](https://github.com/ThinkInAIXYZ/deepchat) (commit `f275c92`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `doc-coauthoring` | core | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/doc-coauthoring) |
+
+## Source: trailofbits/skills
+
+- Repository: [https://github.com/trailofbits/skills](https://github.com/trailofbits/skills) (commit `cfe5d7b`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `code-maturity-assessor` | core | Systematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access controls, complexity, decentralization, documentation, MEV risks, low-level code, and … | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/building-secure-contracts/skills/code-maturity-assessor) |
+
+## 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 |
+|---|---|---|---|
+| `art-director` | core | AI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams, logos, screenshots, and social media visuals without leaving the terminal. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/art-director) |
+| `component-library-patterns` | core | Design system token management, component API design, Storybook, and visual regression testing patterns | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/component-library-patterns) |
+
+## Source: vladikk/modularity
+
+- Repository: [https://github.com/vladikk/modularity](https://github.com/vladikk/modularity) (commit `bcdca9a`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `design` | core | Designs modular high-level architectures from functional requirements and produces design documents for each module. Use when designing a new system, creating architecture documentation, or producing module-level design specs with … | [source](https://github.com/vladikk/modularity/tree/bcdca9a/skills/design) |
+
+## Source: zebbern/claude-code-guide
+
+- Repository: [https://github.com/zebbern/claude-code-guide](https://github.com/zebbern/claude-code-guide) (commit `d2c5280`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `linux-shell-scripting` | core | This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It provides ready-to-use shell script templates … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/linux-shell-scripting) |
+
+## 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 +1,135 @@
+# Market evidence report — art-restorer
+
+Source: **62 real job ads** (JSearch API, countries: us 62), extracted into the MSSQL evidence store; as of 2026-07-08.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 22 | 35 % |
+| n/a | 21 | 34 % |
+| lead | 11 | 18 % |
+| junior | 8 | 13 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | Xactimate | 9 | 15 % |
+| 2 | MICA | 8 | 13 % |
+| 3 | DASH | 7 | 11 % |
+| 4 | Encircle | 6 | 10 % |
+| 5 | iPad | 4 | 6 % |
+| 6 | Photoshop | 3 | 5 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | demolition | 21 | 34 % |
+| 2 | mold remediation | 19 | 31 % |
+| 3 | water extraction | 14 | 23 % |
+| 4 | water mitigation | 12 | 19 % |
+| 5 | drying activities | 6 | 10 % |
+| 6 | fire damage restoration | 6 | 10 % |
+| 7 | cleaning | 5 | 8 % |
+| 8 | conservation treatment | 5 | 8 % |
+| 9 | customer communication | 5 | 8 % |
+| 10 | damage assessment | 5 | 8 % |
+| 11 | equipment maintenance | 5 | 8 % |
+| 12 | fire restoration | 5 | 8 % |
+| 13 | structural damage stabilization | 5 | 8 % |
+| 14 | condition assessment | 4 | 6 % |
+| 15 | documentation | 4 | 6 % |
+| 16 | drying | 4 | 6 % |
+| 17 | inventory management | 4 | 6 % |
+| 18 | jobsite workflow direction | 4 | 6 % |
+| 19 | restoration | 4 | 6 % |
+| 20 | water restoration | 4 | 6 % |
+| 21 | art restoration | 3 | 5 % |
+| 22 | artwork evaluation | 3 | 5 % |
+| 23 | artwork inventory | 3 | 5 % |
+| 24 | cleanup | 3 | 5 % |
+| 25 | color matching | 3 | 5 % |
+| 26 | debris removal | 3 | 5 % |
+| 27 | drying equipment operation | 3 | 5 % |
+| 28 | equipment operation | 3 | 5 % |
+| 29 | property restoration | 3 | 5 % |
+| 30 | site clean-up | 3 | 5 % |
+| 31 | water damage assessment | 3 | 5 % |
+| 32 | water damage mitigation | 3 | 5 % |
+| 33 | water damage restoration | 3 | 5 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | emergency response | 6 | 10 % |
+| 2 | safety protocols | 6 | 10 % |
+| 3 | structured drying | 6 | 10 % |
+| 4 | mentorship | 5 | 8 % |
+| 5 | IICRC standards | 3 | 5 % |
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | customer communication | 17 | 27 % |
+| 2 | emergency response | 12 | 19 % |
+| 3 | crew leadership | 8 | 13 % |
+| 4 | containment setup | 6 | 10 % |
+| 5 | customer service | 6 | 10 % |
+| 6 | equipment tracking | 6 | 10 % |
+| 7 | moisture logging | 6 | 10 % |
+| 8 | documentation | 5 | 8 % |
+| 9 | equipment maintenance | 5 | 8 % |
+| 10 | equipment setup | 5 | 8 % |
+| 11 | job photo documentation | 5 | 8 % |
+| 12 | room preparation | 5 | 8 % |
+| 13 | client communication | 4 | 6 % |
+| 14 | damage assessment | 4 | 6 % |
+| 15 | paperwork completion | 4 | 6 % |
+| 16 | water extraction | 4 | 6 % |
+| 17 | artwork disassembly | 3 | 5 % |
+| 18 | artwork transport | 3 | 5 % |
+| 19 | cleanup tasks | 3 | 5 % |
+| 20 | collection care | 3 | 5 % |
+| 21 | jobsite cleanup | 3 | 5 % |
+| 22 | restoration activities | 3 | 5 % |
+| 23 | safety compliance | 3 | 5 % |
+| 24 | vehicle loading | 3 | 5 % |
+| 25 | vehicle maintenance | 3 | 5 % |
+
+## Job title variants in the market
+
+| Title | Ads |
+|---|---|
+| Restoration Technician | 23 |
+| Lead Restoration Technician | 6 |
+| Water Restoration Technician | 4 |
+| ART Restoration Specialist | 3 |
+| Conservator | 2 |
+| Art Restorer Location: IN-Indianapolis-46263 Post Date: 04-11-23 | 1 |
+| Assistant Conservator, Painting Conservation [End-Dated] | 1 |
+| Associate Objects Conservator | 1 |
+| Bingham Collection Project Conservator | 1 |
+| Community Support Team Member | 1 |
+| Entry-Level Restoration Technician | 1 |
+| experienced bench jeweler | 1 |
+| Fire and Water Restoration Technician | 1 |
+| Lead Contents Restoration Technician | 1 |
+| Lead Professional Restoration Technician | 1 |
+| Lead Restoration Technician – Water / Fire / Mold | 1 |
+| Lead Restoration Technician: Field Leader & Growth Path | 1 |
+| Lead Technician (Home Restoration) | 1 |
+| Lead Water Restoration Technician | 1 |
+| Mitigation Technician | 1 |
+| Photograph Conservator | 1 |
+| Project Assistant Conservator - Paintings | 1 |
+| Restoration (Commercial / Residential ) Technicians | 1 |
+| Restoration Technician (construction laborer) | 1 |
+| Restoration Technician (Water and Fire Damage Restoration) | 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 +1,23 @@
+# Occupation profile — art restorer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/09a40a9a-2b60-422c-abe4-96d829bc27df
+- **ESCO code:** 2651.2
+- **ISCO-08 group:** 2651 — Visual artists
+
+## Description (ESCO)
+
+Art restorers work to perform corrective treatment based on an evaluation of the aesthetic, historic and scientific characteristics of art objects. They determine the structural stability of art pieces and address problems of chemical and physical deterioration.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- restoration technician
+- art objects repairer
+- restorers
+- restorer
+- artifact conservator
+- restoration artist
+- preserver
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,49 @@
+# Competences — art restorer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/09a40a9a-2b60-422c-abe4-96d829bc27df).
+
+## Essential
+
+- **apply restoration techniques** (skill/competence)
+- **assess conservation needs** (skill/competence)
+- **coordinate operational activities** (skill/competence)
+- **create solutions to problems** (skill/competence)
+- **ensure safety of exhibition** (skill/competence)
+- **evaluate restoration procedures** (skill/competence)
+- **museum databases** (knowledge)
+- **provide conservation advice** (skill/competence)
+- **restore art using scientific methods** (skill/competence)
+- **select restoration activities** (skill/competence)
+- **use ICT resources to solve work related tasks** (skill/competence)
+
+## Optional
+
+- art collections (knowledge)
+- art history (knowledge)
+- evaluate art quality (skill/competence)
+- interact with an audience (skill/competence)
+- perform project management (skill/competence)
+- present reports (skill/competence)
+- respect cultural differences in the field of exhibition (skill/competence)
+- specialise in conservation-restoration of specific types of objects (skill/competence)
+- work in restoration team (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 62 ads, as of 2026-07-08)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- demolition — **34 %**
+- mold remediation — **31 %**
+- water extraction — **23 %**
+- water mitigation — **19 %**
+
+### Responsibilities
+
+- customer communication — **27 %**
+- emergency response — **19 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,62 @@
+# Tasks & work activities — art restorer
+
+Source: O*NET 30.3, occupation 27-1013.00 (Fine Artists, Including Painters, Sculptors, and Illustrators) — manual nearest-occupation mapping via ISCO group 2651; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+## Task statements
+
+- **[Core]** Use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.
+- **[Core]** Integrate and develop visual elements, such as line, space, mass, color, and perspective, to produce desired effects, such as the illustration of ideas, emotions, or moods.
+- **[Core]** Confer with clients, editors, writers, art directors, and other interested parties regarding the nature and content of artwork to be produced.
+- **[Supplemental]** Submit preliminary or finished artwork or project plans to clients for approval, incorporating changes as necessary.
+- **[Core]** Maintain portfolios of artistic work to demonstrate styles, interests, and abilities.
+- **[Supplemental]** Create finished art work as decoration, or to elucidate or substitute for spoken or written messages.
+- **[Supplemental]** Cut, bend, laminate, arrange, and fasten individual or mixed raw and manufactured materials and products to form works of art.
+- **[Core]** Monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.
+- **[Core]** Study different techniques to learn how to apply them to artistic endeavors.
+- **[Supplemental]** Render drawings, illustrations, and sketches of buildings, manufactured products, or models, working from sketches, blueprints, memory, models, or reference materials.
+- **[Supplemental]** Create sketches, profiles, or likenesses of posed subjects or photographs, using any combination of freehand drawing, mechanical assembly kits, and computer imaging.
+- **[Supplemental]** Create sculptures, statues, and other three-dimensional artwork by using abrasives and tools to shape, carve, and fabricate materials such as clay, stone, wood, or metal.
+- **[Supplemental]** Develop project budgets for approval, estimating time lines and material costs.
+- **[Supplemental]** Shade and fill in sketch outlines and backgrounds, using a variety of media such as water colors, markers, and transparent washes, labeling designated colors when necessary.
+- **[Supplemental]** Collaborate with engineers, mechanics, and other technical experts as necessary to build and install creations.
+- **[Supplemental]** Create and prepare sketches and model drawings of cartoon characters, providing details from memory, live models, manufactured products, or reference materials.
+- **[Supplemental]** Brush or spray protective or decorative finishes on completed background panels, informational legends, exhibit accessories, or finished paintings.
+- **[Supplemental]** Trace drawings onto clear acetate for painting or coloring, or trace them with ink to make final copies.
+- **[Supplemental]** Apply solvents and cleaning agents to clean surfaces of paintings, and to remove accretions, discolorations, and deteriorated varnish.
+- **[Supplemental]** Model substances such as clay or wax, using fingers and small hand tools to form objects.
+- **[Supplemental]** Collaborate with writers who create ideas, stories, or captions that are combined with artists' work.
+- **[Supplemental]** Provide entertainment at special events by performing activities such as drawing cartoons.
+- **[Core]** Market artwork through brochures, mailings, or Web sites.
+- **[Core]** Photograph objects, places, or scenes for reference material.
+- **[Supplemental]** Set up exhibitions of artwork for display or sale.
+- **[Supplemental]** Frame and mat artwork for display or sale.
+- **[Supplemental]** Submit artwork to shows or galleries.
+- **[Supplemental]** Teach artistic techniques to children or adults.
+
+## Detailed work activities
+
+- Apply finishes to artwork, crafts, or displays.
+- Apply paint to surfaces.
+- Arrange artwork, products, or props.
+- Build models, patterns, or templates.
+- Clean objects.
+- Clean surfaces in preparation for work activities.
+- Collaborate with others to determine technical details of productions.
+- Collaborate with others to prepare or perform artistic productions.
+- Conduct research to inform art, designs, or other work.
+- Construct distinctive physical objects for artistic, functional, or commercial purposes.
+- Coordinate logistics for productions or events.
+- Develop artistic or design concepts for decoration, exhibition, or commercial purposes.
+- Draw detailed or technical illustrations.
+- Entertain public with comedic or dramatic performances.
+- Estimate costs for projects or productions.
+- Immerse objects or workpieces in cleaning or coating solutions.
+- Maintain records, documents, or other files.
+- Monitor current trends.
+- Operate still or video cameras or related equipment.
+- Perform marketing activities.
+- Prepare materials for preservation, storage, or display.
+- Present work to clients for approval.
+- Research new technologies.
+- Send information, materials or documentation.
+- Teach classes in area of specialization.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,59 @@
+# Tools & technology — art restorer
+
+Source: O*NET 30.3, occupation 27-1013.00 (Fine Artists, Including Painters, Sculptors, and Illustrators) — manual nearest-occupation mapping via ISCO group 2651; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Adobe Acrobat | Document management software | yes |
+| Adobe After Effects | Video creation and editing software | yes |
+| Adobe Creative Cloud software | Graphics or photo imaging software | yes |
+| Adobe Illustrator | Graphics or photo imaging software | yes |
+| Adobe InDesign | Desktop publishing software | yes |
+| Adobe Photoshop | Graphics or photo imaging software | yes |
+| Autodesk AutoCAD | Computer aided design CAD software | yes |
+| C# | Object or component oriented development software | yes |
+| C++ | Object or component oriented development software | yes |
+| Extensible markup language XML | Enterprise application integration software | yes |
+| Facebook | Web page creation and editing software | yes |
+| Hypertext markup language HTML | Web platform development software | yes |
+| Intuit QuickBooks | Accounting software | yes |
+| JavaScript | Web platform development software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Word | Word processing software | yes |
+| Python | Object or component oriented development software | yes |
+| Trimble SketchUp Pro | Computer aided design CAD software | yes |
+| Adobe ActionScript | Development environment software |  |
+| Adobe Dreamweaver | Web page creation and editing software |  |
+| Adobe FrameMaker | Desktop publishing software |  |
+| Adobe FreeHand MX | Graphics or photo imaging software |  |
+| Adobe ImageReady | Graphics or photo imaging software |  |
+| ArtScope.net eArtist | Data base user interface and query software |  |
+| Autodesk 3D Studio Design | Computer aided design CAD software |  |
+| Autodesk Maya | Graphics or photo imaging software |  |
+| Camp Software Art Licensing Manager | Data base user interface and query software |  |
+| ClassDojo | Desktop communications software |  |
+| Code Line Art Files | Document management software |  |
+| Corel CorelDraw Graphics Suite | Graphics or photo imaging software |  |
+| Corel Paint Shop Pro | Graphics or photo imaging software |  |
+| Corel Painter | Graphics or photo imaging software |  |
+| Corel Photo-Paint | Graphics or photo imaging software |  |
+| Credit card processing software | Point of sale POS software |  |
+| Dassault Systemes CATIA | Computer aided design CAD software |  |
+| Email software | Electronic mail software |  |
+| FileMaker Bento | Data base user interface and query software |  |
+| GroupMe | Instant messaging software |  |
+| GYST | Data base user interface and query software |  |
+| Inkscape | Graphics or photo imaging software |  |
+| Microsoft Paint | Graphics or photo imaging software |  |
+| Paintbrush | Graphics or photo imaging software |  |
+| Perforce Helix software | Configuration management software |  |
+| Pixologic Zbrush | Graphics or photo imaging software |  |
+| Serif DrawPlus | Graphics or photo imaging software |  |
+| SmugMug Flickr | Graphics or photo imaging software |  |
+| Twitter | Instant messaging software |  |
+| Unity Technologies Unity | Development environment software |  |
+| Unreal Technology Unreal Engine | Development environment software |  |
+| Web browser software | Internet browser software |  |
+| WorkingArtist Systems WorkingArtist | Project management software |  |
+| Xara Designer Pro X | Graphics or photo imaging software |  |