feat: sound-mastering-engineer skill package v0.1.0

2026-08-14 19:11:28 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — sound-mastering-engineer
+
+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 — sound-mastering-engineer
+    "ESCO (occupation & competences)" : 19
+    "O*NET (tasks & tools)" : 56
+    "Job boards (market evidence)" : 94
+    "Anthropic official Claude skills" : 5
+    "External AI skill packs (mapped)" : 171
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 19 | 5.5 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 56 | 16.2 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 94 | 27.2 % | 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 | 5 | 1.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 171 | 49.6 % | references/ai-skills.md (per-source attribution inside) |
+| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
+
+Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
+job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
+paraphrased with source URLs — never copied · external AI skills are
+linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,50 @@
+---
+name: sound-mastering-engineer
+description: "Occupational skill for the role 'sound mastering engineer' (also: mixing & mastering sound engineer, audio mastering engineer, mixing and mastering engineer, mastering technician, audio mastering operator, mastering engineer). Use when the user asks for typical sound mastering engineer work such as: typical sound mastering engineer responsibilities"
+---
+
+# Sound Mastering Engineer
+
+Sound mastering engineers convert finished recordings to the desired format such as CD, vinyl and digital. They ensure the quality of the sound on all formats.
+
+## Core workflow
+
+
+## How to use this skill
+
+- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
+- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
+- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
+- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
+- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
+
+## Key competences (essential)
+
+- adapt to artists' creative demands
+- assess sound quality
+- audio editing software
+- audio mastering
+- audio technology
+- audiovisual products
+- convert different audiovisual formats
+- coordinate audio system programmes
+- edit recorded sound
+- manage sound quality
+- operate audio-signal processors
+- types of audiovisual formats
+
+## Hot technologies
+
+- Adobe Acrobat
+- Adobe Creative Cloud software
+- Adobe InDesign
+- Adobe Photoshop
+- Apple macOS
+- Autodesk AutoCAD
+- Facebook
+- Git
+- Linux
+- Microsoft Excel
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/239707a0-4754-4f4b-80b6-6b1ef5657aed), O*NET 30.3 (27-4014.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,262 @@
+{
+  "name": "sound-mastering-engineer",
+  "title": "sound mastering engineer",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/239707a0-4754-4f4b-80b6-6b1ef5657aed",
+    "esco_code": "3521.1.9",
+    "isco_group": "3521",
+    "onet_soc": "27-4014.00",
+    "crosswalk_match": "manual nearest via ISCO 3521 (Sound Engineering Technicians)"
+  },
+  "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": 12,
+    "skills_optional": 6,
+    "software": 0
+  },
+  "enrichment_ai_skills": {
+    "generated": "2026-07-14",
+    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
+    "sources": {
+      "anthropics/skills": {
+        "repo": "https://github.com/anthropics/skills",
+        "commit": "f6656c1",
+        "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
+        "skills": 2
+      },
+      "google/skills": {
+        "repo": "https://github.com/google/skills",
+        "commit": "b15f327",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "veniceai/skills": {
+        "repo": "https://github.com/veniceai/skills",
+        "commit": "de089fa",
+        "license": "MIT",
+        "skills": 5
+      },
+      "ConardLi/garden-skills": {
+        "repo": "https://github.com/ConardLi/garden-skills",
+        "commit": "fbd6453",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 6
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 7
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 6
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 12
+      },
+      "Vincentwei1021/video-shotcraft": {
+        "repo": "https://github.com/Vincentwei1021/video-shotcraft",
+        "commit": "d491544",
+        "license": "Apache-2.0",
+        "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": 1
+      },
+      "bitwize-music-studio/claude-ai-music-skills": {
+        "repo": "https://github.com/bitwize-music-studio/claude-ai-music-skills",
+        "commit": "96446de",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 5
+      },
+      "SamurAIGPT/Generative-Media-Skills": {
+        "repo": "https://github.com/SamurAIGPT/Generative-Media-Skills",
+        "commit": "a1c4c98",
+        "license": "MIT",
+        "skills": 4
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 1
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "giuseppe-trisciuoglio/developer-kit": {
+        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
+        "commit": "306f428",
+        "license": "MIT",
+        "skills": 1
+      },
+      "OpenSenseNova/SenseNova-Skills": {
+        "repo": "https://github.com/OpenSenseNova/SenseNova-Skills",
+        "commit": "d8bb438",
+        "license": "MIT",
+        "skills": 1
+      },
+      "anbeime/skill": {
+        "repo": "https://github.com/anbeime/skill",
+        "commit": "ddad607",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 3
+      },
+      "openweb-org/openweb": {
+        "repo": "https://github.com/openweb-org/openweb",
+        "commit": "a387b50",
+        "license": "MIT",
+        "skills": 1
+      },
+      "eduardo-sl/go-agent-skills": {
+        "repo": "https://github.com/eduardo-sl/go-agent-skills",
+        "commit": "3c45d7f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mbailey/voicemode": {
+        "repo": "https://github.com/mbailey/voicemode",
+        "commit": "d85cc3b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "Orchestra-Research/AI-research-SKILLs": {
+        "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs",
+        "commit": "773a529",
+        "license": "MIT",
+        "skills": 2
+      },
+      "zechenzhangAGI/AI-research-SKILLs": {
+        "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
+        "commit": "773a529",
+        "license": "MIT",
+        "skills": 2
+      },
+      "NoizAI/skills": {
+        "repo": "https://github.com/NoizAI/skills",
+        "commit": "2a0e09d",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 2
+      },
+      "gooseworks-ai/goose-skills": {
+        "repo": "https://github.com/gooseworks-ai/goose-skills",
+        "commit": "94ec916",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 2
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "degausai/wonda": {
+        "repo": "https://github.com/degausai/wonda",
+        "commit": "7da97b6",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "indranilbanerjee/digital-marketing-pro": {
+        "repo": "https://github.com/indranilbanerjee/digital-marketing-pro",
+        "commit": "a3d119c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "EveryInc/compound-engineering-plugin": {
+        "repo": "https://github.com/EveryInc/compound-engineering-plugin",
+        "commit": "1a7a4c1",
+        "license": "MIT",
+        "skills": 1
+      },
+      "sanjay3290/ai-skills": {
+        "repo": "https://github.com/sanjay3290/ai-skills",
+        "commit": "3619692",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "K-Dense-AI/claude-scientific-skills": {
+        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 1
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 1
+      },
+      "microsoft/skills": {
+        "repo": "https://github.com/microsoft/skills",
+        "commit": "dc543aa",
+        "license": "MIT",
+        "skills": 2
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 49,
+      "adjacent": 31
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 19,
+      "onet": 56,
+      "jobads": 94,
+      "wiki_ai": 0,
+      "anthropic": 5,
+      "ai_skills": 171,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 5.5,
+      "onet": 16.2,
+      "jobads": 27.2,
+      "wiki_ai": 0.0,
+      "anthropic": 1.4,
+      "ai_skills": 49.6,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,354 @@
+# External AI agent skills — sound-mastering-engineer
+
+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 |
+|---|---|---|---|
+| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) |
+| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) |
+
+## Source: ConardLi/garden-skills
+
+- Repository: [https://github.com/ConardLi/garden-skills](https://github.com/ConardLi/garden-skills) (commit `fbd6453`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `web-video-presentation` | adjacent | 把一篇文章或口播稿，做成"看起来像视频"的点击驱动 16:9 网页演示，可选合成口播音频。流程：原始文章 → **一次产出**口播稿 + outline 开发计划 → 用户**一次对齐** 5 件事（稿子 / outline / 主题 / 素材 / 开发模式）→ 网页开发（逐章 / 顺序 / 并行）→ 可选音频合成（provider-agnostic：内置 MiniMax mmx-cli + OpenAI TTS，可换 ElevenLabs / edge-tts / … | [source](https://github.com/ConardLi/garden-skills/tree/fbd6453/skills/web-video-presentation) |
+
+## 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 |
+|---|---|---|---|
+| `sound-design-direction` | core | Create comprehensive audio design including music cues, sound effects, Foley, and score direction | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/sound-design-direction) |
+| `procedural-audio` | core | Procedural sound skill for synthesis and dynamic sound design. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/procedural-audio) |
+| `audio-dsp` | core | Audio DSP skill for filters and real-time processing. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/game-development/skills/audio-dsp) |
+| `music-prompt-engineering` | core | Optimize and format prompts specifically for AI music generation platforms like Suno and Udio, including platform-specific syntax and tag optimization | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/music-prompt-engineering) |
+| `lyric-writing` | core | Write complete song lyrics with structural annotations and production notes optimized for AI music generation platforms like Suno and Udio | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/lyric-writing) |
+| `multimedia-learning-design` | adjacent | Apply Mayer's multimedia learning principles to design effective audio, video, graphics, and animations that reduce cognitive load | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/education/skills/multimedia-learning-design) |
+
+## Source: anbeime/skill
+
+- Repository: [https://github.com/anbeime/skill](https://github.com/anbeime/skill) (commit `ddad607`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `poetry-music-visual` | core | 为古诗词提供配图与配乐的全流程创作指导；支持深度解析诗词意境、生成画面描述、提供配乐创作蓝图（Suno格式）；适用于诗词可视化、MV创作、文化传播等场景 | [source](https://github.com/anbeime/skill/tree/ddad607/skills/poetry-music-visual/poetry-music-visual) |
+| `video-creation-suite` | core | 完整的视频创作套件，支持原创创作、视频二创、视频分析三种模式，集成Coze Bot API、Edge-TTS、Suno API，涵盖多智能体协同、素材生成、视频合成全流程 | [source](https://github.com/anbeime/skill/tree/ddad607/skills/video-creation-suite/video-creation-suite) |
+| `dream-video-prompt-generator` | core | 小省导购员数字人带货版即梦视频提示词生成系统，基于四大智能体协同（提示词生成师、质量管控师、知识库运维师、跨环节适配师），按照"主体+运动+场景+（镜头语言+光影+氛围）"公式输出中英文双版提示词，适配5s短视频。确保人物一致性、视觉连贯性、情绪连贯性，支持知识库智能复用和跨工具适配（Suno音乐、AI绘画），为数字人带货视频提供高质量提示词生成服务。 | [source](https://github.com/anbeime/skill/tree/ddad607/skills/dream-video-prompt-generator/dream-video-prompt-generator) |
+
+## Source: bitwize-music-studio/claude-ai-music-skills
+
+- Repository: [https://github.com/bitwize-music-studio/claude-ai-music-skills](https://github.com/bitwize-music-studio/claude-ai-music-skills) (commit `96446de`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `sheet-music-publisher` | core | Converts mastered audio to sheet music and creates printable songbooks. Use after mastering when the user wants sheet music or a songbook for their album. | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/sheet-music-publisher) |
+| `mastering-engineer` | core | Guides audio mastering for streaming platforms including loudness optimization and tonal balance. Use when the user has approved tracks and wants to master audio files. | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/mastering-engineer) |
+| `mix-engineer` | core | Polishes raw Suno audio by processing per-stem WAVs (vocals, backing_vocals, drums, bass, guitar, keyboard, strings, brass, woodwinds, percussion, synth, other) with targeted cleanup, EQ, and compression, then remixing into a polished … | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/mix-engineer) |
+| `promo-director` | core | Generates 15-second vertical promo videos for social media from mastered audio. Use after mastering is complete and before release, when the user wants social media content. | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/promo-director) |
+| `import-audio` | core | Moves audio files to the correct album location with proper path structure. Use when the user has downloaded WAV files from Suno or other sources that need to be organized. | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/import-audio) |
+
+## 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 |
+|---|---|---|---|
+| `markitdown` | core | Convert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown optimized for LLM processing. Use when converting documents to markdown, extracting text from PDFs/Office files, transcribing … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/67-econfin-workflow-toolkit/markitdown) |
+
+## 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 |
+|---|---|---|---|
+| `tubeify` | adjacent | Remove pauses, filler words (um, uh), and dead air from raw YouTube recordings via the Tubeify API. Use when the user wants to edit a video, clean up audio, trim silences, or polish a raw recording for YouTube. | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/tubeify) |
+
+## 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 |
+|---|---|---|---|
+| `game-audio` | core | Game audio principles. Sound design, music integration, adaptive audio systems. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/creative-design/game-development/game-audio) |
+| `transformers` | core | This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/transformers) |
+| `video-downloader` | core | Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/media/video-downloader) |
+| `motion-canvas` | core | Complete production-ready guide for Motion Canvas with ESM/CommonJS workarounds, full setup templates, and troubleshooting for programmatic video creation using TypeScript | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/video/motion-canvas) |
+| `audiocraft-audio-generation` | adjacent | PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/multimodal-audiocraft) |
+| `nemo-curator` | adjacent | GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/data-processing-nemo-curator) |
+| `markitdown` | adjacent | Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/markitdown) |
+
+## Source: degausai/wonda
+
+- Repository: [https://github.com/degausai/wonda](https://github.com/degausai/wonda) (commit `7da97b6`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `wonda-cli` | adjacent | Using the Wonda CLI to generate images, videos, music, and audio from the terminal — plus LinkedIn, Reddit, and X/Twitter research and automation | [source](https://github.com/degausai/wonda/tree/7da97b6/skills/wonda-cli) |
+
+## Source: eduardo-sl/go-agent-skills
+
+- Repository: [https://github.com/eduardo-sl/go-agent-skills](https://github.com/eduardo-sl/go-agent-skills) (commit `3c45d7f`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `go-troubleshooting` | core | Diagnose runtime problems in Go programs: panics and stack traces, deadlocks, goroutine leaks, memory leaks, OOM kills, race reports, and debugging with delve and pprof. Use when: "debug this panic", "read this stack trace", "deadlock", … | [source](https://github.com/eduardo-sl/go-agent-skills/tree/3c45d7f/skills/(safety)/go-troubleshooting) |
+
+## 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-riffrec-feedback-analysis` | adjacent | Analyze Riffrec feedback captures from bundles or standalone recordings. Always load for `riffrec-*.zip`, `session.json` + `events.json` + `recording.webm` + `voice.webm` bundles, `.mp4`/`.mov`/`.webm` videos, `.m4a`/`.mp3`/`.wav` audio, … | [source](https://github.com/EveryInc/compound-engineering-plugin/tree/1a7a4c1/skills/ce-riffrec-feedback-analysis) |
+
+## 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 |
+|---|---|---|---|
+| `transformers` | core | This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/transformers) |
+| `xan` | core | High-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/xan) |
+| `markitdown` | adjacent | Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/markitdown) |
+
+## Source: giuseppe-trisciuoglio/developer-kit
+
+- Repository: [https://github.com/giuseppe-trisciuoglio/developer-kit](https://github.com/giuseppe-trisciuoglio/developer-kit) (commit `306f428`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `memory-md-management` | core | Provides comprehensive memory file management capabilities including auditing, quality assessment, and targeted improvements for files such as CLAUDE.md. Use when user asks to check, audit, update, improve, fix, maintain, or validate … | [source](https://github.com/giuseppe-trisciuoglio/developer-kit/tree/306f428/plugins/developer-kit-core/skills/memory-md-management) |
+
+## Source: gooseworks-ai/goose-skills
+
+- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `mix-master` | adjacent | Canonical short-form-ad audio mix in one FFmpeg pass. VO loudnorm + 3.0× per-clip + 2.0× mix, music 0.13 base + apad+afade, sidechain compress 20:1 @ 0.01, climax line +20%, optional video-to-music duration sync. Replaces the reactive … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/ads/packs/video-ad-formats/mix-master) |
+| `create-video-seedance-2-fal` | adjacent | Generate a single 4-15s vertical video clip with ByteDance Seedance 2.0 reference-to-video via fal.ai. Multi-image reference (avatar + product + setting), native lip-synced VO + ambient audio via `generate_audio: true`, internal multi-cut … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/ads/packs/ugc-video-formats/create-video-seedance-2-fal) |
+
+## 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 |
+|---|---|---|---|
+| `c2pa-metadata` | adjacent | Embed C2PA (Content Authenticity Initiative) provenance manifests in AI-generated marketing assets (image/video/audio/PDF). Use when: preparing AI-generated ad creative, social images, or video for EU markets to comply with EU AI Act … | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/c2pa-metadata) |
+
+## Source: jeremylongshore/claude-code-plugins-plus-skills
+
+- Repository: [https://github.com/jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (commit `e112938a`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `granola-performance-tuning` | core | Optimize Granola transcription accuracy, note quality, and processing speed. Use when improving transcription quality, reducing processing time, optimizing templates for better AI output, or tuning audio setup. Trigger: "granola … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/granola-pack/skills/granola-performance-tuning) |
+| `deepgram-core-workflow-a` | core | Implement production pre-recorded speech-to-text with Deepgram. Use when building audio transcription, batch processing, or implementing diarization and intelligence features. Trigger: "deepgram transcription", "speech to text", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/deepgram-pack/skills/deepgram-core-workflow-a) |
+| `speak-sdk-patterns` | core | Production patterns for Speak language learning API: conversation sessions, pronunciation assessment, audio preprocessing, and batch operations. Use when implementing sdk patterns features, or troubleshooting Speak language learning … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-sdk-patterns) |
+| `speak-prod-checklist` | core | Production readiness checklist for Speak language learning integrations: auth, audio pipeline, monitoring, and compliance. Use when implementing prod checklist features, or troubleshooting Speak language learning integration issues. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-prod-checklist) |
+| `abridge-performance-tuning` | core | Optimize Abridge clinical AI integration performance for high-volume deployments. Use when reducing note generation latency, optimizing audio streaming throughput, improving FHIR push performance, or scaling for multi-site health systems. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/abridge-pack/skills/abridge-performance-tuning) |
+| `deepgram-performance-tuning` | core | Optimize Deepgram API performance for faster transcription and lower latency. Use when improving transcription speed, reducing latency, or optimizing audio processing pipelines. Trigger: "deepgram performance", "speed up deepgram", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/deepgram-pack/skills/deepgram-performance-tuning) |
+| `speak-common-errors` | core | Diagnose and fix common Speak API errors: authentication failures, audio format issues, rate limits, and session management problems. Use when implementing common errors features, or troubleshooting Speak language learning integration … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-common-errors) |
+| `speak-cost-tuning` | core | Optimize Speak API costs through usage monitoring, tier selection, and efficient audio processing. Use when implementing cost tuning, or managing Speak language learning platform operations. Trigger with phrases like "speak cost tuning", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-cost-tuning) |
+| `speak-debug-bundle` | core | Collect diagnostic information for Speak API issues: auth verification, audio format validation, session inspection, and network testing. Use when implementing debug bundle features, or troubleshooting Speak language learning integration … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-debug-bundle) |
+| `speak-security-basics` | core | Security best practices for Speak API keys, audio data privacy, student data protection, and COPPA/FERPA compliance. Use when implementing security basics features, or troubleshooting Speak language learning integration issues. Trigger … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-security-basics) |
+| `twinmind-security-basics` | core | Security best practices for TwinMind: on-device audio processing, encrypted cloud backups, microphone permissions, and data privacy controls. Use when implementing security basics, or managing TwinMind meeting AI operations. Trigger with … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/twinmind-pack/skills/twinmind-security-basics) |
+| `elevenlabs-reference-architecture` | core | Implement ElevenLabs reference architecture for production TTS/voice applications. Use when designing new ElevenLabs integrations, reviewing project structure, or building a scalable audio generation service. Trigger: "elevenlabs … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/elevenlabs-pack/skills/elevenlabs-reference-architecture) |
+
+## Source: K-Dense-AI/claude-scientific-skills
+
+- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `markitdown` | adjacent | Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more. | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/markitdown) |
+
+## Source: K-Dense-AI/scientific-agent-skills
+
+- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `markitdown` | adjacent | Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more. | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/markitdown) |
+
+## Source: mbailey/voicemode
+
+- Repository: [https://github.com/mbailey/voicemode](https://github.com/mbailey/voicemode) (commit `d85cc3b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `voicemode` | core | Voice interaction for Claude Code. Use when users mention voice mode, speak, talk, converse, voice status, or voice troubleshooting. | [source](https://github.com/mbailey/voicemode/tree/d85cc3b/.claude/skills/voicemode) |
+
+## Source: microsoft/skills
+
+- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `azure-ai-contentunderstanding-py` | adjacent | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-python/skills/azure-ai-contentunderstanding-py) |
+| `azure-ai-voicelive-py` | adjacent | Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with Azure AI, including voice assistants, … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-python/skills/azure-ai-voicelive-py) |
+
+## 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 |
+|---|---|---|---|
+| `youtube-script-writer` | core | Write engaging, high-retention YouTube video scripts with visual and audio cues. Use when asked to write a YouTube script, design a video outline, draft a video hook, or structure a video narrative. Produces a polished script with multiple … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-writers/skills/youtube-script-writer) |
+
+## 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 |
+|---|---|---|---|
+| `audio-jingle` | core | Audio generation skill — jingles, beds, voiceover, and sound effects. Routes music requests to Suno V5 / Udio / Lyria, speech to MiniMax TTS / FishAudio / ElevenLabs V3, and SFX to ElevenLabs SFX or AudioCraft. Output is one MP3/WAV file … | [source](https://github.com/nexu-io/open-design/tree/4b66023/design-templates/audio-jingle) |
+| `video-downloader` | core | Download videos from YouTube and other platforms for offline viewing, editing, or archival with support for various formats and quality options. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/video-downloader) |
+| `8-bit-orbit-video-template` | core | Hyperframes-based video template for retro pixel deck motion design. Use when users want a high-fidelity, multi-scene HTML-to-video composition with advanced transitions, interactive preview controls, and ready-to-render default style. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/8-bit-orbit-video-template) |
+| `social-spotify-card` | core | Spotify Now Playing-style card with album art, progress bar, and playback controls, suited to video overlays or personal homepages. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/social-spotify-card) |
+| `venice-audio-music` | adjacent | Music generation queueing, retrieval, and completion endpoints via Venice.ai. Suited for jingles, background loops, and prototype scoring. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/venice-audio-music) |
+| `venice-audio-speech` | adjacent | Text-to-speech models, voices, formats, and streaming via Venice.ai. Useful for narration, voiceover, and conversational agent voices. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/venice-audio-speech) |
+
+## Source: NoizAI/skills
+
+- Repository: [https://github.com/NoizAI/skills](https://github.com/NoizAI/skills) (commit `2a0e09d`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `sound-fx` | adjacent | Use this skill whenever the user wants to generate sound effects, ambient audio, or short audio clips from a text description. Triggers include: any mention of 'sound effect', 'sfx', 'generate sound', 'make a sound', 'audio effect', … | [source](https://github.com/NoizAI/skills/tree/2a0e09d/skills/sound-fx) |
+| `daily-news-caster` | adjacent | Fetches the latest news using news-aggregator-skill, formats it into a podcast script in Markdown format, and uses the tts skill to generate a podcast audio file. Use when the user asks to get the latest news and read it out as a podcast. | [source](https://github.com/NoizAI/skills/tree/2a0e09d/skills/daily-news-caster) |
+
+## Source: OpenSenseNova/SenseNova-Skills
+
+- Repository: [https://github.com/OpenSenseNova/SenseNova-Skills](https://github.com/OpenSenseNova/SenseNova-Skills) (commit `d8bb438`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `outlier-detection-and-quality-assessment` | core | 执行全面的异常值检测与数据质量评估，利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征，适用于非正态分布数据的预处理阶段。 | [source](https://github.com/OpenSenseNova/SenseNova-Skills/tree/d8bb438/skills/sn-da-excel-workflow/capability/excel-data-cleaning/outlier-detection) |
+
+## Source: openweb-org/openweb
+
+- Repository: [https://github.com/openweb-org/openweb](https://github.com/openweb-org/openweb) (commit `a387b50`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `youtube-music` | core | — | [source](https://github.com/openweb-org/openweb/tree/a387b50/src/sites/youtube-music) |
+
+## 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 |
+|---|---|---|---|
+| `audiocraft-audio-generation` | adjacent | PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation. | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/18-multimodal/audiocraft) |
+| `nemo-curator` | adjacent | GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/05-data-processing/nemo-curator) |
+
+## Source: SamurAIGPT/Generative-Media-Skills
+
+- Repository: [https://github.com/SamurAIGPT/Generative-Media-Skills](https://github.com/SamurAIGPT/Generative-Media-Skills) (commit `a1c4c98`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `muapi-media-generation` | core | Generate AI images, videos, music, and audio from the terminal via muapi.ai — supports 100+ models including Flux, Midjourney v7, Kling 3.0, Veo3, and Suno V5 | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/core/media) |
+| `muapi-cinema-director` | core | Direct high-fidelity cinematic video with AI — translates creative intent into technical cinematographic directives for Veo3, Kling, and Luma video models via muapi.ai | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/.opencode/skills/muapi-cinema-director) |
+| `muapi-seedance-2` | core | Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference … | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/.opencode/skills/muapi-seedance-2) |
+| `muapi-ugc-video-factory` | adjacent | Turn a person photo + a product photo + an optional script into a vertical 9:16 UGC-style video ad. Generates a lifestyle hero image (Nano-Banana Pro Edit), then animates it with native audio using Seedance 2.0 VIP image-to-video. | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/.opencode/skills/muapi-ugc-video-factory) |
+
+## Source: sanjay3290/ai-skills
+
+- Repository: [https://github.com/sanjay3290/ai-skills](https://github.com/sanjay3290/ai-skills) (commit `3619692`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `google-tts` | adjacent | Convert documents and text to audio using Google Cloud Text-to-Speech. Use this skill when the user wants to: narrate a document, read aloud text, generate audio from a file, convert text to speech, create a recording of documentation or … | [source](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/google-tts) |
+
+## Source: Vincentwei1021/video-shotcraft
+
+- Repository: [https://github.com/Vincentwei1021/video-shotcraft](https://github.com/Vincentwei1021/video-shotcraft) (commit `d491544`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `video-shotcraft` | core | Create cinematic product videos from shot recipe cards, a validated template, and code/audio assets (Remotion + real page screenshots + 2.5D camera moves + beat-synced cuts + sound design). Use when the user asks to turn a frontend project … | [source](https://github.com/Vincentwei1021/video-shotcraft/tree/d491544) |
+
+## 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 |
+|---|---|---|---|
+| `audiocraft-audio-generation` | adjacent | PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation. | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/18-multimodal/audiocraft) |
+| `nemo-curator` | adjacent | GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/05-data-processing/nemo-curator) |
+
+## Source: google/skills
+
+- Repository: [https://github.com/google/skills](https://github.com/google/skills) (commit `b15f327`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ima-sdk-basics` | adjacent | Use this skill for Interactive Media Ads (IMA) SDK client-side ad insertion when you are requesting video ads client-side into websites, apps, TVs or other platforms with VAST or VMAP. Do not use for Dynamic Ad Insertion (DAI), SSAI, or … | [source](https://github.com/google/skills/tree/b15f327/skills/ads/interactive-media-ads/ima-sdk-basics) |
+
+## 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-audio-speech` | core | Generate speech from text via POST /audio/speech. Covers TTS models (Kokoro, Qwen 3, xAI, Inworld, Chatterbox, Orpheus, ElevenLabs Turbo, MiniMax, Gemini Flash), voices per family, output formats (mp3/opus/aac/flac/wav/pcm), streaming, … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-audio-speech) |
+| `venice-audio-transcription` | core | Transcribe audio files to text via POST /audio/transcriptions. Covers supported models (Parakeet, Whisper, Wizper, Scribe, xAI STT), supported formats (wav/flac/m4a/aac/mp4/mp3/ogg/webm), response formats (json/text), timestamps, and … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-audio-transcription) |
+| `venice-chat` | core | Call POST /chat/completions on Venice. Covers the OpenAI-compatible request shape, Venice-only venice_parameters (web search, E2EE, characters, thinking control, X search), multimodal inputs (images/audio/video), tool calls, reasoning … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-chat) |
+| `venice-audio-music` | adjacent | Async music / audio-track generation via Venice. Covers the /audio/quote + /audio/queue + /audio/retrieve + /audio/complete lifecycle, lyrics vs instrumental, voice selection, duration, language, speed, model capability probing, and … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-audio-music) |
+| `venice-video` | adjacent | Generate and transcribe videos via Venice. Covers the async /video/quote + /video/queue + /video/retrieve + /video/complete loop, text-to-video, image-to-video, video-to-video (upscale), audio input, reference images, scene and element … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-video) |
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,68 @@
+# Market evidence report — sound-mastering-engineer
+
+Source: **7 real job ads** (JSearch API, countries: us 7), extracted into the MSSQL evidence store; as of 2026-07-19.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 5 | 71 % |
+| n/a | 2 | 29 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | Ableton Live | 4 | 57 % |
+| 2 | Pro Tools | 4 | 57 % |
+| 3 | Logic Pro X | 3 | 43 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | audio mastering | 7 | 100 % |
+| 2 | audio mixing | 5 | 71 % |
+| 3 | acoustic analysis | 3 | 43 % |
+| 4 | signal processing | 3 | 43 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | studio equipment maintenance | 3 | 43 % |
+
+## Regional breakdown
+
+> **Corpus note:** 7 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** — 7 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 |
+|---|---|
+| Sound Engineer – Mixing & Mastering | 4 |
+| Ableton Mastering for EDM Track | 1 |
+| AI/Suno Music Mixing, Mastering & Release Prep | 1 |
+| Turkish Audio Engineer (Remote) - Mastering & QA | 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 — sound mastering engineer
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/239707a0-4754-4f4b-80b6-6b1ef5657aed
+- **ESCO code:** 3521.1.9
+- **ISCO-08 group:** 3521 — Broadcasting and audiovisual technicians
+
+## Description (ESCO)
+
+Sound mastering engineers convert finished recordings to the desired format such as CD, vinyl and digital. They ensure the quality of the sound on all formats.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- mixing & mastering sound engineer
+- audio mastering engineer
+- mixing and mastering engineer
+- mastering technician
+- audio mastering operator
+- mastering engineer
+- digital mastering technician
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,99 @@
+# Competences — sound mastering engineer
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/239707a0-4754-4f4b-80b6-6b1ef5657aed).
+
+## Essential
+
+- **adapt to artists' creative demands** (skill/competence)
+- **assess sound quality** (skill/competence)
+- **audio editing software** (knowledge)
+- **audio mastering** (knowledge)
+- **audio technology** (knowledge)
+- **audiovisual products** (knowledge)
+- **convert different audiovisual formats** (skill/competence)
+- **coordinate audio system programmes** (skill/competence)
+- **edit recorded sound** (skill/competence)
+- **manage sound quality** (skill/competence)
+- **operate audio-signal processors** (skill/competence)
+- **types of audiovisual formats** (knowledge)
+
+## Optional
+
+- audio post-production (knowledge)
+- audiovisual equipment (knowledge)
+- musical genres (knowledge)
+- musical instruments (knowledge)
+- musical theory (knowledge)
+- operate an audio mixing console (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 7 ads, as of 2026-07-19)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- audio mastering — **100 %**
+- audio mixing — **71 %**
+- acoustic analysis — **43 %**
+- signal processing — **43 %**
+- sound design — **29 %**
+- technical troubleshooting — **29 %**
+- troubleshooting — **14 %**
+- quality control — **14 %**
+- sound mixing — **14 %**
+- sound quality assessment — **14 %**
+- studio equipment maintenance — **14 %**
+- metadata creation — **14 %**
+- music release preparation — **14 %**
+- psychoacoustics — **14 %**
+- acoustic principles — **14 %**
+- audio editing — **14 %**
+- audio engineering — **14 %**
+- audio post-production — **14 %**
+- critical listening — **14 %**
+- equipment calibration — **14 %**
+
+### Methods
+
+- archival — **14 %**
+- dynamic range optimization — **14 %**
+- high-fidelity audio processing — **14 %**
+- quality assurance — **14 %**
+- multi-track recording — **14 %**
+- version control — **14 %**
+
+### Responsibilities
+
+- studio equipment maintenance — **43 %**
+- project file management — **29 %**
+- technical issue resolution — **29 %**
+- collaborating with artists — **29 %**
+- audio mixing — **29 %**
+- clarity improvement — **14 %**
+- collaborative work with artists — **14 %**
+- conducting quality control checks — **14 %**
+- critical listening sessions — **14 %**
+- audio improvement — **14 %**
+- audio mastering — **14 %**
+- industry best practice research — **14 %**
+- industry standard compliance — **14 %**
+- language accuracy assurance — **14 %**
+- feedback provision — **14 %**
+- maintaining studio equipment — **14 %**
+- managing project timelines — **14 %**
+- mastering audio content — **14 %**
+- mastering techniques application — **14 %**
+- quality enhancement — **14 %**
+- release strategy guidance — **14 %**
+- wav/mp3 file preparation — **14 %**
+- turkish audio content editing — **14 %**
+- technical troubleshooting — **14 %**
+- track mastering — **14 %**
+- track review — **14 %**
+- performing audio mastering — **14 %**
+- mixing multi-track audio — **14 %**
+- mixing multi-track recordings — **14 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,32 @@
+# Tasks & work activities — sound mastering engineer
+
+Source: O*NET 30.3, occupation 27-4014.00 (Sound Engineering Technicians) — manual nearest-occupation mapping via ISCO group 3521; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+## Task statements
+
+- **[Core]** Tear down equipment after event completion.
+- **[Core]** Convert video and audio recordings into digital formats for editing or archiving.
+- **[Core]** Set up, test, and adjust recording equipment for recording sessions and live performances.
+- **[Core]** Confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film.
+- **[Core]** Regulate volume level and sound quality during recording sessions, using control consoles.
+- **[Core]** Prepare for recording sessions by performing such activities as selecting and setting up microphones.
+- **[Core]** Report equipment problems and ensure that required repairs are made.
+- **[Core]** Mix and edit voices, music, and taped sound effects for live performances and for prerecorded events, using sound mixing boards.
+- **[Core]** Synchronize and equalize prerecorded dialogue, music, and sound effects with visual action of motion pictures or television productions, using control consoles.
+- **[Core]** Record speech, music, and other sounds on recording media, using recording equipment.
+- **[Core]** Reproduce and duplicate sound recordings from original recording media, using sound editing and duplication equipment.
+- **[Core]** Separate instruments, vocals, and other sounds, and combine sounds during the mixing or postproduction stage.
+- **[Core]** Keep logs of recordings.
+- **[Supplemental]** Create musical instrument digital interface programs for music projects, commercials, or film postproduction.
+
+## Detailed work activities
+
+- Collaborate with others to determine technical details of productions.
+- Convert data among multiple digital or analog formats.
+- Dismantle equipment or temporary structures.
+- Maintain logs of production activities.
+- Mix sound inputs.
+- Notify others of equipment problems.
+- Operate audio recording equipment.
+- Operate control consoles for sound, lighting or video.
+- Select materials or props.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,68 @@
+# Tools & technology — sound mastering engineer
+
+Source: O*NET 30.3, occupation 27-4014.00 (Sound Engineering Technicians) — manual nearest-occupation mapping via ISCO group 3521; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Adobe Acrobat | Document management software | yes |
+| Adobe Creative Cloud software | Graphics or photo imaging software | yes |
+| Adobe InDesign | Desktop publishing software | yes |
+| Adobe Photoshop | Graphics or photo imaging software | yes |
+| Apple macOS | Operating system software | yes |
+| Autodesk AutoCAD | Computer aided design CAD software | yes |
+| Facebook | Web page creation and editing software | yes |
+| Git | File versioning software | yes |
+| Linux | Operating system software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Visio | Process mapping and design software | yes |
+| Microsoft Windows | Operating system software | yes |
+| Microsoft Word | Word processing software | yes |
+| Oracle Java | Object or component oriented development software | yes |
+| UNIX | Operating system software | yes |
+| Adobe Audition | Music or sound editing software |  |
+| Adobe Premiere Pro | Video creation and editing software |  |
+| Apple Final Cut Pro | Video creation and editing software |  |
+| Audio editing software | Music or sound editing software |  |
+| Avid Pro Tools | Music or sound editing software |  |
+| Avid Technology audio visual editing software | Video creation and editing software |  |
+| Avid Technology Pro Tools | Music or sound editing software |  |
+| Cisco IOS | Operating system software |  |
+| IBM Middleware | Transaction server software |  |
+| Musical instrument digital interface MIDI software | Music or sound editing software |  |
+| Perforce software | Metadata management software |  |
+| Real time operating system RTOS software | Operating system software |  |
+| Unity Technologies Unity | Development environment software |  |
+| VMware | Clustering software |  |
+| Voice over internet protocol VoIP system software | Internet protocol IP multimedia subsystem software |  |
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 7 ads, as of 2026-07-19)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Tools
+
+- Pro Tools — **57 %**
+- Ableton Live — **57 %**
+- Logic Pro X — **43 %**
+- Cubase — **29 %**
+- Ableton — **14 %**
+- Apple Music — **14 %**
+- Logic Pro — **14 %**
+- Izotope Ozone — **14 %**
+- iZotope plugins — **14 %**
+- FabFilter — **14 %**
+- FabFilter plugins — **14 %**
+- Studio One — **14 %**
+- Suno — **14 %**
+- Spotify — **14 %**
+- Universal Audio — **14 %**
+- Universal Audio plugins — **14 %**
+- Waves — **14 %**
+- Waves plugins — **14 %**
+- YouTube Music — **14 %**
+
+<!-- market-evidence -->