commit 9db9157b46e7b67ba34b0e21fecfdc4009fd4142
Author: skillfactor-pipeline <pipeline@noreply.zeiterfassung.cloud>
Date:   Fri Aug 14 19:11:33 2026 +0200

    feat: sound-operator skill package v0.1.0

diff --git a/PROVENANCE.md b/PROVENANCE.md
new file mode 100644
index 0000000..fb83f67
--- /dev/null
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — sound-operator
+
+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-operator
+    "ESCO (occupation & competences)" : 72
+    "O*NET (tasks & tools)" : 56
+    "Job boards (market evidence)" : 48
+    "Anthropic official Claude skills" : 5
+    "External AI skill packs (mapped)" : 201
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 72 | 18.8 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 56 | 14.7 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 48 | 12.6 % | references/market.md (full report) + "Market evidence" headline sections |
+| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
+| Anthropic official Claude skills | 5 | 1.3 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 201 | 52.6 % | 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).
diff --git a/SKILL.md b/SKILL.md
new file mode 100644
index 0000000..472a22e
--- /dev/null
+++ b/SKILL.md
@@ -0,0 +1,53 @@
+---
+name: sound-operator
+description: "Occupational skill for the role 'sound operator' (also: sound board operator, sound mixer, audio board operator, sound board technician, audio operator, sound audio technician). Use when the user asks for typical sound operator work such as: typical sound operator responsibilities"
+---
+
+# Sound Operator
+
+Sound operators control the sound of a performance based on the artistic or creative concept, in interaction with the performers. Their work is influenced by and influences the results of other operators. Therefore, the operators work closely together with the designers and performers. They prepare audio fragments, supervise the setup, steer the technical crew, program the equipment and operate the sound system. Their work is based on plans, instructions and other documentation.
+
+## 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 artistic plan to location
+- adapt to artists' creative demands
+- attend rehearsals
+- communicate during show
+- consult with stakeholders on implementation of a production
+- coordinate audio system programmes
+- draw up artistic production
+- edit recorded sound
+- follow safety procedures when working at heights
+- interpret artistic intentions
+- intervene with actions on stage
+- keep up with trends
+- mix multi-track recordings
+- mix sound in a live situation
+- monitor mixing in a live situation
+
+## 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/0da2ee5c-b480-498f-97a8-a292a0f4c54c), O*NET 30.3 (27-4014.00, manual nearest match). See manifest.json for licensing/attribution.*
diff --git a/manifest.json b/manifest.json
new file mode 100644
index 0000000..483df07
--- /dev/null
+++ b/manifest.json
@@ -0,0 +1,322 @@
+{
+  "name": "sound-operator",
+  "title": "sound operator",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/0da2ee5c-b480-498f-97a8-a292a0f4c54c",
+    "esco_code": "3521.1.10",
+    "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": 43,
+    "skills_optional": 28,
+    "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
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "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": 12
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 2
+      },
+      "silverstein/minutes": {
+        "repo": "https://github.com/silverstein/minutes",
+        "commit": "3fb2e83",
+        "license": "MIT",
+        "skills": 2
+      },
+      "SamurAIGPT/Generative-Media-Skills": {
+        "repo": "https://github.com/SamurAIGPT/Generative-Media-Skills",
+        "commit": "a1c4c98",
+        "license": "MIT",
+        "skills": 2
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "K-Dense-AI/claude-scientific-skills": {
+        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 4
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "Orchestra-Research/AI-research-SKILLs": {
+        "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs",
+        "commit": "773a529",
+        "license": "MIT",
+        "skills": 1
+      },
+      "zechenzhangAGI/AI-research-SKILLs": {
+        "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
+        "commit": "773a529",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nWave-ai/nWave": {
+        "repo": "https://github.com/nWave-ai/nWave",
+        "commit": "1d0f13c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "qdrant/skills": {
+        "repo": "https://github.com/qdrant/skills",
+        "commit": "2a06cb1",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 2
+      },
+      "JasonColapietro/suede-creator-skills": {
+        "repo": "https://github.com/JasonColapietro/suede-creator-skills",
+        "commit": "0dc2aef",
+        "license": "MIT",
+        "skills": 1
+      },
+      "Orkas-AI/Orkas-VideoStudio": {
+        "repo": "https://github.com/Orkas-AI/Orkas-VideoStudio",
+        "commit": "dd4a0f4",
+        "license": "MIT",
+        "skills": 8
+      },
+      "anandpareek-hub/pixelbin-claude-skill": {
+        "repo": "https://github.com/anandpareek-hub/pixelbin-claude-skill",
+        "commit": "b14f137",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ohad6k/emulo": {
+        "repo": "https://github.com/ohad6k/emulo",
+        "commit": "ee8afe0",
+        "license": "MIT",
+        "skills": 1
+      },
+      "aaron-he-zhu/aaron-marketing-skills": {
+        "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
+        "commit": "b7b0b9f",
+        "license": "Apache-2.0",
+        "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
+      },
+      "parcadei/Continuous-Claude-v3": {
+        "repo": "https://github.com/parcadei/Continuous-Claude-v3",
+        "commit": "d07ff4b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nicobailon/visual-explainer": {
+        "repo": "https://github.com/nicobailon/visual-explainer",
+        "commit": "528b71f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "basicmachines-co/basic-memory": {
+        "repo": "https://github.com/basicmachines-co/basic-memory",
+        "commit": "53da71c",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 2
+      },
+      "Cassette-Editor/oh-my-cassette": {
+        "repo": "https://github.com/Cassette-Editor/oh-my-cassette",
+        "commit": "f79e337",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexscope-ai/eCommerce-Skills": {
+        "repo": "https://github.com/nexscope-ai/eCommerce-Skills",
+        "commit": "56f3288",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 1
+      },
+      "backnotprop/plannotator": {
+        "repo": "https://github.com/backnotprop/plannotator",
+        "commit": "29513e1",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "renezander030/capcut-cli": {
+        "repo": "https://github.com/renezander030/capcut-cli",
+        "commit": "1e3958f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "0x0funky/agent-sprite-forge": {
+        "repo": "https://github.com/0x0funky/agent-sprite-forge",
+        "commit": "64fd0b5",
+        "license": "MIT",
+        "skills": 1
+      },
+      "zebbern/claude-code-guide": {
+        "repo": "https://github.com/zebbern/claude-code-guide",
+        "commit": "d2c5280",
+        "license": "MIT",
+        "skills": 1
+      },
+      "samber/cc-skills-golang": {
+        "repo": "https://github.com/samber/cc-skills-golang",
+        "commit": "4881c01",
+        "license": "MIT",
+        "skills": 1
+      },
+      "microsoft/skills": {
+        "repo": "https://github.com/microsoft/skills",
+        "commit": "dc543aa",
+        "license": "MIT",
+        "skills": 1
+      },
+      "trailofbits/skills": {
+        "repo": "https://github.com/trailofbits/skills",
+        "commit": "cfe5d7b",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "indranilbanerjee/digital-marketing-pro": {
+        "repo": "https://github.com/indranilbanerjee/digital-marketing-pro",
+        "commit": "a3d119c",
+        "license": "MIT",
+        "skills": 1
+      },
+      "hoangsonww/Claude-Code-Agent-Monitor": {
+        "repo": "https://github.com/hoangsonww/Claude-Code-Agent-Monitor",
+        "commit": "8f87ce1",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 72,
+      "adjacent": 8
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 72,
+      "onet": 56,
+      "jobads": 48,
+      "wiki_ai": 0,
+      "anthropic": 5,
+      "ai_skills": 201,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 18.8,
+      "onet": 14.7,
+      "jobads": 12.6,
+      "wiki_ai": 0.0,
+      "anthropic": 1.3,
+      "ai_skills": 52.6,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
\ No newline at end of file
diff --git a/references/ai-skills.md b/references/ai-skills.md
new file mode 100644
index 0000000..1b9bb94
--- /dev/null
+++ b/references/ai-skills.md
@@ -0,0 +1,434 @@
+# External AI agent skills — sound-operator
+
+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` | core | 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: 0x0funky/agent-sprite-forge
+
+- Repository: [https://github.com/0x0funky/agent-sprite-forge](https://github.com/0x0funky/agent-sprite-forge) (commit `64fd0b5`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `video2dsprite` | core | Grok Build ONLY. Turn a 2D character still into smooth animation sprites via image_gen/image_edit base → image_to_video (6s/10s run-in-place) → ffmpeg frames → magenta chroma-key → dense sampled sprites (strip/grid/GIF). Use when the user … | [source](https://github.com/0x0funky/agent-sprite-forge/tree/64fd0b5/skills/video2dsprite) |
+
+## 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) |
+| `instructional-video-production` | core | Plan, record, edit, and produce instructional video content including screencasts, demonstrations, and talking-head videos | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/education/skills/instructional-video-production) |
+
+## Source: aaron-he-zhu/aaron-marketing-skills
+
+- Repository: [https://github.com/aaron-he-zhu/aaron-marketing-skills](https://github.com/aaron-he-zhu/aaron-marketing-skills) (commit `b7b0b9f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `memory-management` | core | Use when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized HOT/WARM/COLD working memory across all disciplines while … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/protocol/memory-management) |
+
+## Source: affaan-m/everything-claude-code
+
+- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `google-workspace-ops` | core | Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/google-workspace-ops) |
+
+## Source: anandpareek-hub/pixelbin-claude-skill
+
+- Repository: [https://github.com/anandpareek-hub/pixelbin-claude-skill](https://github.com/anandpareek-hub/pixelbin-claude-skill) (commit `b14f137`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `pixelbin` | core | Use when the user wants to generate AI images or videos, transform/edit existing media, build production media pipelines, get CDN URLs for images/videos, do bulk image processing (background removal, watermark removal, upscaling, … | [source](https://github.com/anandpareek-hub/pixelbin-claude-skill/tree/b14f137/skills/pixelbin) |
+
+## Source: backnotprop/plannotator
+
+- Repository: [https://github.com/backnotprop/plannotator](https://github.com/backnotprop/plannotator) (commit `29513e1`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `plannotator-visual-explainer` | core | Generate self-contained HTML visualizations with Plannotator theming. Use for implementation plans, PR explainers, architecture diagrams, data tables, slide decks, and any visual explanation of technical concepts. Plans and PR explainers … | [source](https://github.com/backnotprop/plannotator/tree/29513e1/apps/skills/extra/plannotator-visual-explainer) |
+
+## 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 |
+|---|---|---|---|
+| `bm-setup` | core | Set up the Basic Memory plugin for this project — a short guided interview that configures the project mapping, seeds note schemas, learns or suggests placement conventions, and enables capture reflexes. Use when the user runs … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/plugins/claude-code/skills/bm-setup) |
+| `memory-schema` | core | Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. Use when working with structured note types (Task, Person, Meeting, etc.) to … | [source](https://github.com/basicmachines-co/basic-memory/tree/53da71c/skills/memory-schema) |
+
+## Source: Cassette-Editor/oh-my-cassette
+
+- Repository: [https://github.com/Cassette-Editor/oh-my-cassette](https://github.com/Cassette-Editor/oh-my-cassette) (commit `f79e337`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cassette-video-edit` | core | Edit project media through the local Oh My Cassette MCP tools in Codex or Claude — a direct multi-turn conversation with the Cassette agent, with timeline previews, guided questions, and explicit export. | [source](https://github.com/Cassette-Editor/oh-my-cassette/tree/f79e337/.agents/skills/cassette-video-edit) |
+
+## 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` | core | 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) |
+| `pptx` | core | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/pptx) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `crewai-multi-agent` | core | Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/ai-research/agents-crewai) |
+| `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) |
+| `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) |
+
+## 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) |
+| `digital-brain` | core | This skill should be used when the user asks to "write a post", "check my voice", "look up contact", "prepare for meeting", "weekly review", "track goals", or mentions personal brand, content creation, network management, or voice … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/digital-brain) |
+| `video-studio` | core | Use when the user asks to create or edit videos end-to-end (script→video, auto-cut/jumpcut, captions/subtitles, polishing for Shorts/Reels/TikTok). Current implemented backend: local FFmpeg (probe/render/jumpcut/burn-subtitles/polish). … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/video-studio) |
+
+## Source: hoangsonww/Claude-Code-Agent-Monitor
+
+- Repository: [https://github.com/hoangsonww/Claude-Code-Agent-Monitor](https://github.com/hoangsonww/Claude-Code-Agent-Monitor) (commit `8f87ce1`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cwd-rollup` | core | Roll up Claude Code sessions by working directory (project) from Agent Monitor data — session count, total cost, total tokens, and last-active timestamp per cwd — so per-project activity can be compared at a glance. Use when summarizing … | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-sessions/skills/cwd-rollup) |
+
+## 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 |
+|---|---|---|---|
+| `check` | core | Run the unified pre-publish quality gate on marketing content — hallucination detection, claim verification, brand voice scoring, structure validation. Use before publishing any marketing copy. | [source](https://github.com/indranilbanerjee/digital-marketing-pro/tree/a3d119c/skills/check) |
+
+## Source: JasonColapietro/suede-creator-skills
+
+- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `suede-video` | core | Suede-owned marketing video planning and production discipline. Use when choosing a format, scripting, storyboarding, generating, editing, reverse-engineering pacing, building a repeatable video pipeline, or repurposing one source into … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-video) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `granola-debug-bundle` | core | Create diagnostic bundles for Granola support requests. Use when preparing support tickets, collecting system/audio/network info, or diagnosing complex issues that require Granola support team assistance. Trigger: "granola debug", "granola … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/granola-pack/skills/granola-debug-bundle) |
+| `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) |
+| `speak-local-dev-loop` | core | Configure Speak local development with mocked tutors and audio testing. Use when setting up a development environment, configuring test workflows, or building language learning features locally. Trigger with phrases like "speak dev setup", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/speak-pack/skills/speak-local-dev-loop) |
+| `twinmind-performance-tuning` | core | Optimize TwinMind transcription accuracy and speed with Ear-3 model configuration, audio quality tuning, and caching strategies. Use when implementing performance tuning, or managing TwinMind meeting AI operations. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/twinmind-pack/skills/twinmind-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-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) |
+| `elevenlabs-hello-world` | core | Generate your first ElevenLabs text-to-speech audio file. Use when starting a new ElevenLabs integration, testing your setup, or learning basic TTS API patterns. Trigger: "elevenlabs hello world", "elevenlabs example", "elevenlabs quick … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/elevenlabs-pack/skills/elevenlabs-hello-world) |
+| `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) |
+| `klingai-reference-architecture` | core | Production reference architecture for Kling AI video generation platforms. Use when designing scalable systems. Trigger with phrases like ''klingai architecture'', ''kling ai system design'', ''video platform architecture'', ''klingai … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/klingai-pack/skills/klingai-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 |
+|---|---|---|---|
+| `transformers` | core | Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/transformers) |
+| `xlsx` | core | Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm) where the workbook file is the primary deliverable. Use for formulas, formatting, financial models, multi-sheet workbooks, and tabular cleanup exported to Excel. Also … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/xlsx) |
+
+## 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 |
+|---|---|---|---|
+| `transformers` | core | Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/transformers) |
+| `xlsx` | core | Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm) where the workbook file is the primary deliverable. Use for formulas, formatting, financial models, multi-sheet workbooks, and tabular cleanup exported to Excel. Also … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/xlsx) |
+
+## 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-contentsafety-ts` | core | Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content, or self-harm, or managing custom … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-typescript/skills/azure-ai-contentsafety-ts) |
+
+## 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 |
+|---|---|---|---|
+| `net-worth-statement` | core | Produce a personal net-worth statement — assets minus liabilities — and a way to track it. Use when asked to calculate net worth, summarize finances, or set up net-worth tracking. Produces a categorized assets/liabilities statement, the … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-money/skills/net-worth-statement) |
+| `excel-model` | core | Build a real, formula-driven Excel (.xlsx) model — not a static table. Use when asked to build an Excel model, a financial model, a budget/forecast spreadsheet, or any .xlsx with live formulas a user can edit. Produces an actual .xlsx file … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-documents/skills/excel-model) |
+
+## Source: nexscope-ai/eCommerce-Skills
+
+- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ecommerce-email-marketing-builder` | core | E-commerce email marketing system builder. Creates complete email automation flows with full copywriting, subject lines, ESP setup instructions, segmentation rules, and annual campaign calendars. Generates copy-paste-ready email sequences … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-email-marketing-builder) |
+
+## 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 |
+|---|---|---|---|
+| `fal-video-edit` | core | Edit existing videos using AI — remix style, upscale, remove background, and add audio via fal.ai's hosted video models. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/fal-video-edit) |
+| `pptx-generator` | core | Create and edit PowerPoint presentations from scratch with PptxGenJS — MiniMax's production-tested deck pipeline. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/pptx-generator) |
+| `slides` | core | Create and edit .pptx presentation decks with PptxGenJS. Useful for sales decks, kickoff briefs, and design-system showcases. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/slides) |
+
+## Source: nicobailon/visual-explainer
+
+- Repository: [https://github.com/nicobailon/visual-explainer](https://github.com/nicobailon/visual-explainer) (commit `528b71f`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `visual-explainer` | core | Generate self-contained HTML visual explanations for systems, code changes, plans, data, and technical concepts. Use for diagrams, architecture overviews, diff or plan reviews, project recaps, comparison tables, slide decks, and other … | [source](https://github.com/nicobailon/visual-explainer/tree/528b71f/plugins/visual-explainer) |
+
+## Source: nWave-ai/nWave
+
+- Repository: [https://github.com/nWave-ai/nWave](https://github.com/nWave-ai/nWave) (commit `1d0f13c`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `nw-production-readiness` | core | Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when assessing production readiness or validating operational excellence. | [source](https://github.com/nWave-ai/nWave/tree/1d0f13c/nWave/skills/nw-production-readiness) |
+
+## Source: ohad6k/emulo
+
+- Repository: [https://github.com/ohad6k/emulo](https://github.com/ohad6k/emulo) (commit `ee8afe0`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `video` | core | Use for video direction, motion and pacing, shot and scene planning, captions, voiceover, trailers, Shorts, and edit critique when the user's Emulo video taste should guide the task. Do not use for unrelated execution, backend work, UI/UX … | [source](https://github.com/ohad6k/emulo/tree/ee8afe0/skills/video) |
+
+## 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 |
+|---|---|---|---|
+| `crewai-multi-agent` | core | Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows … | [source](https://github.com/Orchestra-Research/AI-research-SKILLs/tree/773a529/14-agents/crewai) |
+
+## Source: Orkas-AI/Orkas-VideoStudio
+
+- Repository: [https://github.com/Orkas-AI/Orkas-VideoStudio](https://github.com/Orkas-AI/Orkas-VideoStudio) (commit `dd4a0f4`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `video-router` | core | Read this FIRST on any video-production request to pick and lock the line — generate (AI footage), compose (designed HTML), edit (cut real footage), or AUTO end-to-end. Trigger when classifying a brief and committing to a primary path; do … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/video-router) |
+| `design-system-importer` | core | Reference-media and design-system input layer for OrkasVideoStudio. Treat reference images, videos, screenshots, brand guides, and design notes uniformly, compiling reproduce/edit/guide intent into executable spatial and temporal … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/design-system-importer) |
+| `stage-plan` | core | The "ingest + plan" half of end-to-end video orchestration — ingest the user's material from evidence, then decompose intent into ONE cross-modal EDL (plan.json: edit/generate/compose/provided segments + narration/music/caption tracks + a … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/stage-plan) |
+| `stage-assemble` | core | Deterministically assemble an approved cross-modal EDL (plan.json) into a finished video — produce each segment (edit/compose/generate/provided, delegated to its line), then assemble in ffmpeg tiers: concat primaries → overlay composed … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/stage-assemble) |
+| `stage-decide` | core | The decision layer for real footage — understand → select → produce an EVIDENCE-bearing rough cut. Trigger when the EDIT task is "find / select / reduce / clean" (remove dead air, drop fillers, pick highlights, cut 1 hour to 3 minutes), … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/stage-decide) |
+| `orchestration` | core | The master program for producing or editing a video end to end — read this at the START of any video task (after video-router), then follow the gates and the per-line steps. Trigger for "make / edit / cut / caption / dub / animate a … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/orchestration) |
+| `stage-generate` | core | AI-generated footage plus execution of bounded semantic video-edit segments already approved by EDIT/AUTO. Generate per shot with `ovs video`, preserve signed reference/settings, then assemble. For recurring characters also read … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/stage-generate) |
+| `gate-control` | core | Canonical VideoStudio review authorization and state-transition policy. Use after any Gate B/C/Preview/D decision, post-gate revision, resumed approval, or exhausted visual-QA result across COMPOSE/AUTO/GENERATE/EDIT; maps explicit user … | [source](https://github.com/Orkas-AI/Orkas-VideoStudio/tree/dd4a0f4/packages/skills/gate-control) |
+
+## Source: parcadei/Continuous-Claude-v3
+
+- Repository: [https://github.com/parcadei/Continuous-Claude-v3](https://github.com/parcadei/Continuous-Claude-v3) (commit `d07ff4b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `system-overview` | core | Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination | [source](https://github.com/parcadei/Continuous-Claude-v3/tree/d07ff4b/.claude/skills/system_overview) |
+
+## Source: qdrant/skills
+
+- Repository: [https://github.com/qdrant/skills](https://github.com/qdrant/skills) (commit `2a06cb1`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `qdrant-monitoring` | core | Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, … | [source](https://github.com/qdrant/skills/tree/2a06cb1/skills/qdrant-monitoring) |
+
+## Source: renezander030/capcut-cli
+
+- Repository: [https://github.com/renezander030/capcut-cli](https://github.com/renezander030/capcut-cli) (commit `1e3958f`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `capcut-edit` | core | Edit CapCut / JianYing video projects — read and write subtitles, timing, speed, volume, templates, animations (fade/ken-burns), and cut long-form to shorts. Use when the user mentions capcut, jianying, subtitles, video editing, … | [source](https://github.com/renezander030/capcut-cli/tree/1e3958f/skills/capcut-edit) |
+
+## Source: samber/cc-skills-golang
+
+- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `golang-security` | core | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) |
+
+## 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-ugc-video-factory` | core | 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) |
+| `muapi-media-editing` | core | Edit and enhance images and videos with AI via muapi.ai — prompt-based editing, upscaling, background removal, face swap, lipsync, video effects, and more | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/core/edit) |
+
+## Source: silverstein/minutes
+
+- Repository: [https://github.com/silverstein/minutes](https://github.com/silverstein/minutes) (commit `3fb2e83`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `minutes-setup` | core | Guided first-time setup for Minutes — download whisper model, create directories, configure audio input. Use when the user says "set up minutes", "install minutes", "first time setup", "configure minutes", "get started with minutes", "how … | [source](https://github.com/silverstein/minutes/tree/3fb2e83/.agents/skills/minutes/minutes-setup) |
+| `minutes-verify` | core | Verify that Minutes is properly set up and working — model downloaded, mic accessible, directories exist, no stale state. Use when the user says "is minutes working", "check my setup", "verify minutes", "test recording setup", "why isn't … | [source](https://github.com/silverstein/minutes/tree/3fb2e83/.agents/skills/minutes/minutes-verify) |
+
+## 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 |
+|---|---|---|---|
+| `pptx` | core | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/pptx) |
+
+## 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 |
+|---|---|---|---|
+| `pptx` | core | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/pptx) |
+
+## 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 |
+|---|---|---|---|
+| `c-review` | core | Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use when auditing native C/C++ applications, reviewing daemons or services for memory safety, or … | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/c-review/skills/c-review) |
+
+## 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 |
+|---|---|---|---|
+| `pyxel-patterns` | core | Pyxel retro game engine patterns - pixel art, game loops, sprite/tilemap, MML audio, resource management, and web deployment | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/pyxel-patterns) |
+
+## 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 |
+|---|---|---|---|
+| `dataset-quality-audit` | core | Run comprehensive quality checks on tabular data (CSV/Excel/TSV/JSON), detecting missing values, duplicates, outliers, format issues, and type inconsistencies to produce an overall score, grade, and actionable suggestions. Triggered when … | [source](https://github.com/zebbern/claude-code-guide/tree/d2c5280/skills/dataset-quality-audit) |
+
+## 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 |
+|---|---|---|---|
+| `crewai-multi-agent` | core | Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows … | [source](https://github.com/zechenzhangAGI/AI-research-SKILLs/tree/773a529/14-agents/crewai) |
+
+## 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-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-chat` | adjacent | 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-speech` | adjacent | 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` | adjacent | 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-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) |
diff --git a/references/market.md b/references/market.md
new file mode 100644
index 0000000..5d1fa8c
--- /dev/null
+++ b/references/market.md
@@ -0,0 +1,95 @@
+# Market evidence report — sound-operator
+
+Source: **30 real job ads** (JSearch API, countries: us 29, gb 1), 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 | 16 | 53 % |
+| n/a | 7 | 23 % |
+| lead | 5 | 17 % |
+| junior | 2 | 7 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | audio mixing | 9 | 30 % |
+| 2 | audio engineering | 5 | 17 % |
+| 3 | audio system setup | 5 | 17 % |
+| 4 | audio system operation | 4 | 13 % |
+| 5 | troubleshooting | 4 | 13 % |
+| 6 | audio operation | 3 | 10 % |
+| 7 | audio system maintenance | 3 | 10 % |
+| 8 | equipment maintenance | 3 | 10 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | equipment maintenance | 3 | 10 % |
+| 2 | equipment repair | 3 | 10 % |
+| 3 | sound system operation | 3 | 10 % |
+| 4 | system setup | 3 | 10 % |
+
+## Regional breakdown
+
+> **Corpus note:** 30 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** — 29 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### UK (gb)
+
+**Insufficient evidence** — 1 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 | 2 |
+| A/V Operator & Technician - Sound | 1 |
+| Assistant Lead Sound Technician- (A3) | 1 |
+| Audio Engineer- Irving Plaza [New York] | 1 |
+| Audio Technician | Hersheypark | 1 |
+| Audio Technician Job at Edge Media Group LLC in Hyattsville | 1 |
+| Audio/Visual Technician, Mt. Vernon | 1 |
+| Audio-Visual Technician | 1 |
+| Board Operator (PT) | 1 |
+| Cruise Ship Audio Technician: Live Sound Pro | 1 |
+| Dynamic Live Audio Engineer for Events & Broadcasts | 1 |
+| EDGE MEDIA GROUP LLC is hiring: Live Event & Broadcast Audio Engineer in Hyattsv | 1 |
+| Elite Live Sound Engineer for Premium Events | 1 |
+| FOH Sound Engineer - NE Campus | 1 |
+| Game Day A/V Production Staff (Technical Directors, Show Control, Soundboard, Camera & Replay Operators) | 1 |
+| Head Sound Engineer - Live Theatre & Events | 1 |
+| Lead Audio Operator | 1 |
+| Lead Audio Operator: Remote & Studio for Live Broadcast | 1 |
+| Lead Studio Audio Engineer — Live Broadcast Expert | 1 |
+| Live Audio Engineer / Sound Board Engineer Intern | 1 |
+| Live Sound Engineer for Arts Center Events | 1 |
+| Part-Time Live Broadcast Board Operator - Audio Specialist | 1 |
+| Part-Time Live Sound Engineer - Major Venue Events | 1 |
+| Seasonal Audio Operations Engineer | 1 |
+| Shipboard Audio Technician: Sound & Live Shows | 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.
diff --git a/references/profile.md b/references/profile.md
new file mode 100644
index 0000000..8b1f334
--- /dev/null
+++ b/references/profile.md
@@ -0,0 +1,22 @@
+# Occupation profile — sound operator
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/0da2ee5c-b480-498f-97a8-a292a0f4c54c
+- **ESCO code:** 3521.1.10
+- **ISCO-08 group:** 3521 — Broadcasting and audiovisual technicians
+
+## Description (ESCO)
+
+Sound operators control the sound of a performance based on the artistic or creative concept, in interaction with the performers. Their work is influenced by and influences the results of other operators. Therefore, the operators work closely together with the designers and performers. They prepare audio fragments, supervise the setup, steer the technical crew, program the equipment and operate the sound system. Their work is based on plans, instructions and other documentation.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- sound board operator
+- sound mixer
+- audio board operator
+- sound board technician
+- audio operator
+- sound audio technician
diff --git a/references/skills.md b/references/skills.md
new file mode 100644
index 0000000..82e5477
--- /dev/null
+++ b/references/skills.md
@@ -0,0 +1,92 @@
+# Competences — sound operator
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/0da2ee5c-b480-498f-97a8-a292a0f4c54c).
+
+## Essential
+
+- **adapt artistic plan to location** (skill/competence)
+- **adapt to artists' creative demands** (skill/competence)
+- **attend rehearsals** (skill/competence)
+- **communicate during show** (skill/competence)
+- **consult with stakeholders on implementation of a production** (skill/competence)
+- **coordinate audio system programmes** (skill/competence)
+- **draw up artistic production** (skill/competence)
+- **edit recorded sound** (skill/competence)
+- **follow safety procedures when working at heights** (skill/competence)
+- **interpret artistic intentions** (skill/competence)
+- **intervene with actions on stage** (skill/competence)
+- **keep up with trends** (skill/competence)
+- **mix multi-track recordings** (skill/competence)
+- **mix sound in a live situation** (skill/competence)
+- **monitor mixing in a live situation** (skill/competence)
+- **operate an audio mixing console** (skill/competence)
+- **operate sound live** (skill/competence)
+- **organise resources for artistic production** (skill/competence)
+- **perform quality control of design during a run** (skill/competence)
+- **perform soundchecks** (skill/competence)
+- **plan audiovisual recording** (skill/competence)
+- **prepare personal work environment** (skill/competence)
+- **prevent fire in a performance environment** (skill/competence)
+- **program sound cues** (skill/competence)
+- **record multi-track sound** (skill/competence)
+- **record music** (skill/competence)
+- **safeguard artistic quality of performance** (skill/competence)
+- **set up a multi-track recording** (skill/competence)
+- **set up basic recording** (skill/competence)
+- **set up equipment in a timely manner** (skill/competence)
+- **set up sound reinforcement system** (skill/competence)
+- **support a designer in the developing process** (skill/competence)
+- **translate artistic concepts to technical designs** (skill/competence)
+- **understand artistic concepts** (skill/competence)
+- **use audio reproduction software** (skill/competence)
+- **use communication equipment** (skill/competence)
+- **use personal protection equipment** (skill/competence)
+- **use technical documentation** (skill/competence)
+- **work ergonomically** (skill/competence)
+- **work safely with chemicals** (skill/competence)
+- **work safely with machines** (skill/competence)
+- **work safely with mobile electrical systems under supervision** (skill/competence)
+- **work with respect for own safety** (skill/competence)
+
+## Optional
+
+- adapt existing designs to changed circumstances (skill/competence)
+- advise client on technical possibilities (skill/competence)
+- assemble performance equipment (skill/competence)
+- coach staff for running the performance (skill/competence)
+- de-rig electronic equipment (skill/competence)
+- develop professional network (skill/competence)
+- document your own practice (skill/competence)
+- draw up instrument setup (skill/competence)
+- ensure safety of mobile electrical systems (skill/competence)
+- instruct on set up of equipment (skill/competence)
+- keep personal administration (skill/competence)
+- lead a team (skill/competence)
+- maintain sound equipment (skill/competence)
+- maintain system layout for a production (skill/competence)
+- manage personal professional development (skill/competence)
+- manage teamwork (skill/competence)
+- monitor developments in technology used for design (skill/competence)
+- pack electronic equipment (skill/competence)
+- prepare sound equipment on stage (skill/competence)
+- prevent undesired changes to sound design (skill/competence)
+- provide technical documentation (skill/competence)
+- read musical score (skill/competence)
+- store performance equipment (skill/competence)
+- support audio system installation (skill/competence)
+- technically design a sound system (skill/competence)
+- tune up wireless audio systems (skill/competence)
+- update budget (skill/competence)
+- update design results during rehearsals (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 30 ads, as of 2026-07-19)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- audio mixing — **30 %**
+
+<!-- market-evidence -->
diff --git a/references/tasks.md b/references/tasks.md
new file mode 100644
index 0000000..ed6eb60
--- /dev/null
+++ b/references/tasks.md
@@ -0,0 +1,32 @@
+# Tasks & work activities — sound operator
+
+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.
diff --git a/references/tools.md b/references/tools.md
new file mode 100644
index 0000000..54ba320
--- /dev/null
+++ b/references/tools.md
@@ -0,0 +1,38 @@
+# Tools & technology — sound operator
+
+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 |  |