feat: broadcast-news-editor skill package v0.1.0

2026-08-14 17:42:05 +02:00
commit 1ad4897a16
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -0,0 +1,31 @@
+# Data provenance — broadcast-news-editor
+
+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 — broadcast-news-editor
+    "ESCO (occupation & competences)" : 48
+    "O*NET (tasks & tools)" : 57
+    "Job boards (market evidence)" : 41
+    "Anthropic official Claude skills" : 6
+    "External AI skill packs (mapped)" : 185
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 48 | 14.2 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 57 | 16.9 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 41 | 12.2 % | 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 | 6 | 1.8 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 185 | 54.9 % | 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: broadcast-news-editor
+description: "Occupational skill for the role 'broadcast news editor' (also: radio reporter, television news director, tv news director, digital news editor, night news editor, international news director). Use when the user asks for typical broadcast news editor work such as: typical broadcast news editor responsibilities"
+---
+
+# Broadcast News Editor
+
+Broadcast news editors decide which news stories will be covered during the news. They assign journalists to each item. Broadcast news editors also determine the length of coverage for each news item and where it will be featured during the broadcast.
+
+## Core workflow
+
+
+## How to use this skill
+
+- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
+- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
+- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
+- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
+- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
+
+## Key competences (essential)
+
+- apply organisational techniques
+- build contacts to maintain news flow
+- check stories
+- consult information sources
+- copyright legislation
+- create editorial board
+- develop professional network
+- digital journalism
+- editorial standards
+- follow ethical code of conduct of journalists
+- follow the news
+- grammar
+- manage staff
+- meet deadlines
+- multimedia systems
+
+## Hot technologies
+
+- Microsoft Access
+- Microsoft Excel
+- Microsoft Office software
+- Microsoft Outlook
+- Microsoft PowerPoint
+- Microsoft Word
+- Zoom
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/b65530b8-0b50-49da-8e9e-331b161374a5), O*NET 30.3 (27-3011.00, manual nearest match). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,292 @@
+{
+  "name": "broadcast-news-editor",
+  "title": "broadcast news editor",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/b65530b8-0b50-49da-8e9e-331b161374a5",
+    "esco_code": "2642.1.2",
+    "isco_group": "2642",
+    "onet_soc": "27-3011.00",
+    "crosswalk_match": "manual nearest via ISCO 2642 (Broadcast Announcers and Radio Disc Jockeys)"
+  },
+  "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": 19,
+    "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": 3
+      },
+      "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
+      },
+      "coreyhaines31/marketingskills": {
+        "repo": "https://github.com/coreyhaines31/marketingskills",
+        "commit": "33218ff",
+        "license": "MIT",
+        "skills": 4
+      },
+      "talkstream/ru-text": {
+        "repo": "https://github.com/talkstream/ru-text",
+        "commit": "bbab21f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "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": 9
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 5
+      },
+      "BuildShipGrowRepeat/nextjs-sanity-blog-skill": {
+        "repo": "https://github.com/BuildShipGrowRepeat/nextjs-sanity-blog-skill",
+        "commit": "1f5e1db",
+        "license": "MIT",
+        "skills": 1
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 2
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 2
+      },
+      "NeoLabHQ/context-engineering-kit": {
+        "repo": "https://github.com/NeoLabHQ/context-engineering-kit",
+        "commit": "e61511b",
+        "license": "GPL",
+        "skills": 2
+      },
+      "muratcankoylan/Agent-Skills-for-Context-Engineering": {
+        "repo": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering",
+        "commit": "c578e85",
+        "license": "MIT",
+        "skills": 1
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 3
+      },
+      "JasonColapietro/suede-creator-skills": {
+        "repo": "https://github.com/JasonColapietro/suede-creator-skills",
+        "commit": "0dc2aef",
+        "license": "MIT",
+        "skills": 1
+      },
+      "AgriciDaniel/claude-blog": {
+        "repo": "https://github.com/AgriciDaniel/claude-blog",
+        "commit": "49842ea",
+        "license": "MIT",
+        "skills": 1
+      },
+      "infrasity-labs/dev-gtm-claude-skills": {
+        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
+        "commit": "02cfefb",
+        "license": "MIT",
+        "skills": 1
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 3
+      },
+      "snyk/agent-scan": {
+        "repo": "https://github.com/snyk/agent-scan",
+        "commit": "f3a4621",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "ThinkInAIXYZ/deepchat": {
+        "repo": "https://github.com/ThinkInAIXYZ/deepchat",
+        "commit": "f275c92",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "Eronred/aso-skills": {
+        "repo": "https://github.com/Eronred/aso-skills",
+        "commit": "e2a7c45",
+        "license": "MIT",
+        "skills": 1
+      },
+      "coreyhaines31/makerskills": {
+        "repo": "https://github.com/coreyhaines31/makerskills",
+        "commit": "17218de",
+        "license": "MIT",
+        "skills": 1
+      },
+      "nexu-io/open-design": {
+        "repo": "https://github.com/nexu-io/open-design",
+        "commit": "4b66023",
+        "license": "Apache-2.0",
+        "skills": 6
+      },
+      "eduardo-sl/go-agent-skills": {
+        "repo": "https://github.com/eduardo-sl/go-agent-skills",
+        "commit": "3c45d7f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "evalstate/fast-agent": {
+        "repo": "https://github.com/evalstate/fast-agent",
+        "commit": "b8f1c32",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "pedrohcgs/claude-code-my-workflow": {
+        "repo": "https://github.com/pedrohcgs/claude-code-my-workflow",
+        "commit": "be53c12",
+        "license": "MIT",
+        "skills": 1
+      },
+      "DheerG/swarms": {
+        "repo": "https://github.com/DheerG/swarms",
+        "commit": "617900e",
+        "license": "MIT",
+        "skills": 2
+      },
+      "jabrena/plinth": {
+        "repo": "https://github.com/jabrena/plinth",
+        "commit": "065eae8",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "zxkane/aws-skills": {
+        "repo": "https://github.com/zxkane/aws-skills",
+        "commit": "68530c6",
+        "license": "MIT",
+        "skills": 1
+      },
+      "microsoft/skills": {
+        "repo": "https://github.com/microsoft/skills",
+        "commit": "dc543aa",
+        "license": "MIT",
+        "skills": 2
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 2
+      },
+      "SamurAIGPT/Generative-Media-Skills": {
+        "repo": "https://github.com/SamurAIGPT/Generative-Media-Skills",
+        "commit": "a1c4c98",
+        "license": "MIT",
+        "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
+      },
+      "GanyuanRan/Aegis": {
+        "repo": "https://github.com/GanyuanRan/Aegis",
+        "commit": "9454bba",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 67,
+      "adjacent": 13
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 48,
+      "onet": 57,
+      "jobads": 41,
+      "wiki_ai": 0,
+      "anthropic": 6,
+      "ai_skills": 185,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 14.2,
+      "onet": 16.9,
+      "jobads": 12.2,
+      "wiki_ai": 0.0,
+      "anthropic": 1.8,
+      "ai_skills": 54.9,
+      "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 +1,394 @@
+# External AI agent skills — broadcast-news-editor
+
+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 |
+|---|---|---|---|
+| `doc-coauthoring` | adjacent | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer … | [source](https://github.com/anthropics/skills/tree/main/skills/doc-coauthoring) |
+| `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 |
+|---|---|---|---|
+| `interpretive-writing` | core | Create accessible interpretive content for diverse audiences including labels, wall text, catalog essays, educational materials, and digital content | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/interpretive-writing) |
+| `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) |
+| `writing-skills` | core | Use when creating new skills, editing existing skills, or verifying skills work before deployment. | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/methodologies/superpowers/skills/writing-skills) |
+
+## Source: AgriciDaniel/claude-blog
+
+- Repository: [https://github.com/AgriciDaniel/claude-blog](https://github.com/AgriciDaniel/claude-blog) (commit `49842ea`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `blog-discourse` | core | Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site … | [source](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-discourse) |
+
+## 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 |
+|---|---|---|---|
+| `fix-chinese` | core | PROACTIVE SKILL — automatically apply whenever writing, generating, or editing any text that is mainly in Chinese. No user trigger needed. Also use when the user explicitly asks to "fix Chinese", "修改中文", "去翻译腔", "去AI味", "fix Chinese … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/67-econfin-workflow-toolkit/fix-chinese) |
+| `proofread` | core | Run the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/proofread) |
+
+## Source: BuildShipGrowRepeat/nextjs-sanity-blog-skill
+
+- Repository: [https://github.com/BuildShipGrowRepeat/nextjs-sanity-blog-skill](https://github.com/BuildShipGrowRepeat/nextjs-sanity-blog-skill) (commit `1f5e1db`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `building-blog` | core | Use when adding a blog to a Next.js + Sanity site, building a blog section from scratch, integrating Sanity CMS for editorial content, or setting up an SEO-optimized article surface. Triggers on phrases like "add a blog", "build the blog", … | [source](https://github.com/BuildShipGrowRepeat/nextjs-sanity-blog-skill/tree/1f5e1db/skills/building-blog) |
+
+## Source: coreyhaines31/makerskills
+
+- Repository: [https://github.com/coreyhaines31/makerskills](https://github.com/coreyhaines31/makerskills) (commit `17218de`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `social-fetch` | core | When you or another skill needs to fetch the content of a social media post by URL — tweet, X thread, LinkedIn post, Instagram post, TikTok video, Bluesky post, Reddit thread, Mastodon status, Threads post, Hacker News thread. Returns … | [source](https://github.com/coreyhaines31/makerskills/tree/17218de/skills/social-fetch) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `docx` | core | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/docx) |
+| `xlsx` | core | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/xlsx) |
+
+## 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 |
+|---|---|---|---|
+| `building-blog` | core | Use when adding a blog to a Next.js + Sanity site, building a blog section from scratch, integrating Sanity CMS for editorial content, or setting up an SEO-optimized article surface. Triggers on phrases like 'add a blog', 'build the blog', … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/web-development/building-blog) |
+| `content-creator` | core | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/content-creator) |
+| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/pydicom) |
+| `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) |
+| `writing-skills` | core | Use when creating new skills, editing existing skills, or verifying skills work before deployment | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/development/writing-skills) |
+
+## Source: DheerG/swarms
+
+- Repository: [https://github.com/DheerG/swarms](https://github.com/DheerG/swarms) (commit `617900e`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `writing-mode` | core | Writing mode operational spec for the team lead. Returns lead identity, facilitator identity, ownership boundaries, editorial baseline, suggest-members guidance, and phase arc for writing-mode teams. | [source](https://github.com/DheerG/swarms/tree/617900e/skills/writing-mode) |
+| `writing-style` | core | Structural pattern analysis for writing-mode review. Performs paragraph-level decomposition and pattern aggregation. Invoked by the team lead during editorial review. | [source](https://github.com/DheerG/swarms/tree/617900e/skills/writing-style) |
+
+## 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-coding-standards` | core | Go coding standards and style conventions grounded in Effective Go, Go Code Review Comments, and production-proven idioms. Use when writing or reviewing Go code, enforcing naming conventions, import ordering, variable declarations, struct … | [source](https://github.com/eduardo-sl/go-agent-skills/tree/3c45d7f/skills/(code-quality)/go-coding-standards) |
+
+## Source: Eronred/aso-skills
+
+- Repository: [https://github.com/Eronred/aso-skills](https://github.com/Eronred/aso-skills) (commit `e2a7c45`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `press-and-pr` | core | When the user wants to get press coverage, media mentions, or editorial features for their app — including writing press releases, pitching journalists, getting on "best apps" lists, or building an app press kit. Use when the user mentions … | [source](https://github.com/Eronred/aso-skills/tree/e2a7c45/skills/press-and-pr) |
+
+## Source: evalstate/fast-agent
+
+- Repository: [https://github.com/evalstate/fast-agent](https://github.com/evalstate/fast-agent) (commit `b8f1c32`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `pr-writing-review` | core | Extract and analyze writing improvements from GitHub PR review comments. Use when asked to show review feedback, style changes, or editorial improvements from a GitHub pull request URL. Handles both explicit suggestions and plain text … | [source](https://github.com/evalstate/fast-agent/tree/b8f1c32/examples/hf-toad-cards/skills/pr-writing-review) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `writing-docs` | core | Guides for writing and editing Remotion documentation. Use when adding docs pages, editing MDX files in packages/docs, or writing documentation content. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/writing-docs) |
+| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/pydicom) |
+
+## Source: GanyuanRan/Aegis
+
+- Repository: [https://github.com/GanyuanRan/Aegis](https://github.com/GanyuanRan/Aegis) (commit `9454bba`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `writing-skills` | core | Use when creating new skills, editing existing skills, or verifying skills work before deployment | [source](https://github.com/GanyuanRan/Aegis/tree/9454bba/skills/writing-skills) |
+
+## Source: infrasity-labs/dev-gtm-claude-skills
+
+- Repository: [https://github.com/infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills) (commit `02cfefb`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `blog-discourse` | core | Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-discourse) |
+
+## Source: jabrena/plinth
+
+- Repository: [https://github.com/jabrena/plinth](https://github.com/jabrena/plinth) (commit `065eae8`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `054-design-tdd` | core | Use when Java implementation work should be guided by Test-Driven Development, including maintaining a test list, choosing the next behavior, writing a failing test first, implementing only enough production code to pass, and refactoring … | [source](https://github.com/jabrena/plinth/tree/065eae8/skills/054-design-tdd) |
+
+## 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 |
+|---|---|---|---|
+| `find-marketing-agency` | core | Use whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, content marketing, PPC/paid media, social media, email marketing, performance/demand-gen, video production, and full-service digital … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/mcp/servicegraph/skills/find-marketing-agency) |
+| `ink-calendar` | core | Build a content calendar — editorial plan, publishing cadence, topic assignment, and distribution workflow. Use when asked to "build a content calendar", "plan our content for the quarter", "how often should we publish", or "create an … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/ai-agency/tonone/skills/ink-calendar) |
+| `elevenlabs-sdk-patterns` | core | Apply production-ready ElevenLabs SDK patterns for TypeScript and Python. Use when implementing ElevenLabs integrations, refactoring SDK usage, or establishing team coding standards for audio AI applications. Trigger: "elevenlabs SDK … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/elevenlabs-pack/skills/elevenlabs-sdk-patterns) |
+| `yt-brief` | core | Refine a YouTube video idea into a structured production brief with angle, key points, value proposition, CTA asset, and audience segment. Use this skill whenever the user says "create a brief", "brief this idea", "develop this idea", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/youtube-strategy/skills/yt-brief) |
+| `blog-editorial-calendar` | core | Run your blog like a queue, not a guessing game. This skill is the orchestration layer on top of blog-topic-research and seo-blog-writer: it keeps an evidence-backed backlog, picks the next topic so your corpus drifts toward the cluster + … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/publishing-skills/skills/blog-editorial-calendar) |
+| `blog-topic-research` | core | Stop writing blog posts nobody searches for. This skill builds your editorial backlog from real, verifiable user demand - never from AI vibes. It mines candidates from Google Suggest, People Also Ask, Reddit, Stack Overflow, GitHub issues, … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/publishing-skills/skills/blog-topic-research) |
+| `brand-voice` | core | Applies the team's saved brand profile — voice, messaging, style guide, and compliance rules — to marketing copy so every asset reads on-brand instead of generic. Use when drafting, editing, or auditing content and a brand profile may … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/productivity/content-multiplier/skills/brand-voice) |
+| `serpapi-core-workflow-b` | core | Search Bing, YouTube, Google Shopping, Google News, and Google Maps with SerpApi. Use when scraping non-Google engines, building multi-engine search, or extracting video/news/shopping/maps data. Trigger: "serpapi youtube", "serpapi bing", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/serpapi-pack/skills/serpapi-core-workflow-b) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pydicom) |
+
+## 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 |
+|---|---|---|---|
+| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pydicom) |
+
+## 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 |
+|---|---|---|---|
+| `declarative-agent-developer` | core | Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. USE THIS SKILL for ANY task involving a declarative agent — including localization, scaffolding, editing manifests, adding capabilities, and deploying. … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/microsoft-365-agents-toolkit/skills/declarative-agent-developer) |
+| `podcast-generation` | core | Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creation from content, or integrating with Azure … | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/skills/podcast-generation) |
+
+## 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 |
+|---|---|---|---|
+| `content-style-guide` | core | Create a content style guide / voice & tone guide so everyone writes consistently. Use when asked to write a content style guide, a voice and tone guide, editorial guidelines, or UX-writing standards. Produces a usable guide — voice … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-uxwriting/skills/content-style-guide) |
+| `viral-content-framework` | core | Build a framework for creating shareable, high-reach social media content. Use when asked to plan viral content, develop a shareable content strategy, create a hook writing system, or build a repeatable process for content that gets … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-social/skills/viral-content-framework) |
+
+## Source: muratcankoylan/Agent-Skills-for-Context-Engineering
+
+- Repository: [https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering) (commit `c578e85`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `digital-brain` | core | This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship lookup, meeting preparation, weekly review, goal tracking, personal brand management, and network management. | [source](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/c578e85/examples/digital-brain-skill) |
+
+## Source: NeoLabHQ/context-engineering-kit
+
+- Repository: [https://github.com/NeoLabHQ/context-engineering-kit](https://github.com/NeoLabHQ/context-engineering-kit) (commit `e61511b`, retrieved 2026-07-14)
+- License: GPL
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `context-engineering` | core | Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts. | [source](https://github.com/NeoLabHQ/context-engineering-kit/tree/e61511b/plugins/customaize-agent/skills/context-engineering) |
+| `test-skill` | core | Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address … | [source](https://github.com/NeoLabHQ/context-engineering-kit/tree/e61511b/plugins/customaize-agent/skills/test-skill) |
+
+## 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 |
+|---|---|---|---|
+| `video-template-frame-data-chart-nyt` | core | Use this plugin when the user wants a "NYT-Style Data Chart Frame" HyperFrames motion video — NYT-newsroom typography, staggered reveal animation, and editorial-grade charts (line, bar, or range band). | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/video-templates/frame-data-chart-nyt) |
+| `deck-guizang-editorial` | core | Open Design's FY26 marketing plan: brand-to-pipeline — audience, offer, channel mix, and the launch calendar that ties creative to growth. Built as a decision-grade marketing & GTM deck for CMO, growth lead, founder. | [source](https://github.com/nexu-io/open-design/tree/4b66023/plugins/_official/examples/deck-guizang-editorial) |
+| `field-notes-editorial-template` | core | Editorial "Field Notes" report template with soft paper background, serif hero typography, rounded pastel insight cards, and a retention chart panel. Use when users ask for a premium magazine-style business report, board memo one-pager, or … | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/field-notes-editorial-template) |
+| `minimax-docx` | core | Professional DOCX document creation and editing using OpenXML SDK. Useful for branded reports, polished proposals, and template-based authoring. | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/minimax-docx) |
+| `swiss-user-research-video-template` | core | Swiss-style user-research narrative template in warm-paper editorial aesthetics. Use when users ask for a premium research deck or story-first live artifact with minimalist typography, high-clarity layout, subtle motion, donut breakdowns, … | [source](https://github.com/nexu-io/open-design/tree/4b66023/skills/swiss-user-research-video-template) |
+| `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) |
+
+## Source: pedrohcgs/claude-code-my-workflow
+
+- Repository: [https://github.com/pedrohcgs/claude-code-my-workflow](https://github.com/pedrohcgs/claude-code-my-workflow) (commit `be53c12`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `proofread` | core | Read-only proofreading pass over lecture `.tex` or `.qmd` files. Checks grammar, typos, overflow, terminology consistency, and academic writing quality; produces a report without editing. Use when user says "proofread", "check for typos", … | [source](https://github.com/pedrohcgs/claude-code-my-workflow/tree/be53c12/.claude/skills/proofread) |
+
+## Source: rampstackco/claude-skills
+
+- Repository: [https://github.com/rampstackco/claude-skills](https://github.com/rampstackco/claude-skills) (commit `bc6d961`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `content-strategy` | core | Develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. Use this skill whenever the user wants to plan a content program, define content pillars, build an … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/content-strategy) |
+| `editorial-qa` | core | Pre-publish QA framework for content. Brief adherence, voice consistency, fact accuracy, structure and clarity, AI-content audit, SEO and AEO compliance, internal linking and schema validation, QA at scale via sampling, the QA workflow, … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/editorial-qa) |
+
+## 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-workflow` | core | Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines. | [source](https://github.com/SamurAIGPT/Generative-Media-Skills/tree/a1c4c98/library/workflow) |
+
+## 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) |
+| `docx` | core | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/docx) |
+| `xlsx` | core | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/snyk/agent-scan/tree/f3a4621/tests/skills/xlsx) |
+
+## Source: talkstream/ru-text
+
+- Repository: [https://github.com/talkstream/ru-text](https://github.com/talkstream/ru-text) (commit `bbab21f`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ru-text` | core | Use when writing, editing, or reviewing Russian-language text, or when user mentions ru-text. Covers typography, info-style, editorial, UX writing, business correspondence, AI-text cleanup. Auto-activates on Russian text output. | [source](https://github.com/talkstream/ru-text/tree/bbab21f) |
+
+## 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) |
+| `docx` | core | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/docx) |
+| `xlsx` | core | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new … | [source](https://github.com/ThinkInAIXYZ/deepchat/tree/f275c92/resources/skills/xlsx) |
+
+## 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 |
+|---|---|---|---|
+| `content-strategy` | core | Content marketing strategy - content audit, editorial calendar, SEO optimization, content funnel (TOFU/MOFU/BOFU), performance metrics, developer content, social media planning | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/content-strategy) |
+| `minimax-docx` | core | Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill/edit content in existing documents, (C) apply template formatting with XSD validation … | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/minimax-docx) |
+
+## Source: zxkane/aws-skills
+
+- Repository: [https://github.com/zxkane/aws-skills](https://github.com/zxkane/aws-skills) (commit `68530c6`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `aws-sst-development` | core | SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework. Use when writing or editing sst.config.ts, building infra/ modules (sst.aws.Function/Bucket/Dynamo/Cron/Service/Router, sst.Secret, sst.Linkable, raw … | [source](https://github.com/zxkane/aws-skills/tree/68530c6/plugins/aws-iac/skills/aws-sst-development) |
+
+## 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: coreyhaines31/marketingskills
+
+- Repository: [https://github.com/coreyhaines31/marketingskills](https://github.com/coreyhaines31/marketingskills) (commit `33218ff`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `image` | core | When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/image) |
+| `content-strategy` | adjacent | When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/content-strategy) |
+| `sales-enablement` | adjacent | When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/sales-enablement) |
+| `copywriting` | adjacent | When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this … | [source](https://github.com/coreyhaines31/marketingskills/tree/33218ff/skills/copywriting) |
+
+## 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-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-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-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 +1,80 @@
+# Market evidence report — broadcast-news-editor
+
+Source: **15 real job ads** (JSearch API, countries: us 15), extracted into the MSSQL evidence store; as of 2026-07-09.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 14 | 93 % |
+| junior | 1 | 7 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | camera operation | 5 | 33 % |
+| 2 | editing | 5 | 33 % |
+| 3 | audio engineering | 4 | 27 % |
+| 4 | graphics creation | 4 | 27 % |
+| 5 | microwave operation | 4 | 27 % |
+| 6 | tape editing | 4 | 27 % |
+| 7 | writing | 4 | 27 % |
+| 8 | broadcast operations | 3 | 20 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | newscast production | 3 | 20 % |
+
+## Regional breakdown
+
+> **Corpus note:** 15 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** — 15 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 |
+|---|---|
+| Breaking News Assignment Editor: Lead Coverage | 1 |
+| Dormont Manufacturing Company is hiring: News Producer-Morning in Washington | 1 |
+| Freelance Newsroom Producer & Editor - Live Radio | 1 |
+| GRAY Media is hiring: NEWS EDITOR - WWBT in Richmond | 1 |
+| Gray Television is hiring: NEWS EDITOR - WWBT in Richmond | 1 |
+| Monterey Bay Public Radio Reporter & Host | 1 |
+| Multimedia News Editor - Broadcast Ops (Days/Nights) | 1 |
+| News Editor | 1 |
+| News Editor Local TV News, Impactful Storytelling | 1 |
+| News Producer I: Shape Daily Broadcasts & Digital | 1 |
+| Newscast Producer | 1 |
+| Overnight Assignment Editor — Fast-Paced TV News Desk | 1 |
+| Part-Time News Editor/Producer | 1 |
+| Public Radio Reporter: Breaking News & Features (Full-Time) | 1 |
+| Spokane Public Radio Reporter | 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 +1,29 @@
+# Occupation profile — broadcast news editor
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/b65530b8-0b50-49da-8e9e-331b161374a5
+- **ESCO code:** 2642.1.2
+- **ISCO-08 group:** 2642 — Journalists
+
+## Description (ESCO)
+
+Broadcast news editors decide which news stories will be covered during the news. They assign journalists to each item. Broadcast news editors also determine the length of coverage for each news item and where it will be featured during the broadcast.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- radio reporter
+- television news director
+- tv news director
+- digital news editor
+- night news editor
+- international news director
+- news editor
+- TV news editor
+- radio news editor
+- news director
+- radio editor
+- television news editor
+- radio journalist
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,79 @@
+# Competences — broadcast news editor
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/b65530b8-0b50-49da-8e9e-331b161374a5).
+
+## Essential
+
+- **apply organisational techniques** (skill/competence)
+- **build contacts to maintain news flow** (skill/competence)
+- **check stories** (skill/competence)
+- **consult information sources** (skill/competence)
+- **copyright legislation** (knowledge)
+- **create editorial board** (skill/competence)
+- **develop professional network** (skill/competence)
+- **digital journalism** (knowledge)
+- **editorial standards** (knowledge)
+- **follow ethical code of conduct of journalists** (skill/competence)
+- **follow the news** (skill/competence)
+- **grammar** (knowledge)
+- **manage staff** (skill/competence)
+- **meet deadlines** (skill/competence)
+- **multimedia systems** (knowledge)
+- **participate in editorial meetings** (skill/competence)
+- **press law** (knowledge)
+- **spelling** (knowledge)
+- **work closely with news teams** (skill/competence)
+
+## Optional
+
+- adapt to changing situations (skill/competence)
+- apply grammar and spelling rules (skill/competence)
+- audio editing software (knowledge)
+- audiovisual equipment (knowledge)
+- check correctness of information (skill/competence)
+- create online news content (skill/competence)
+- create rough cut (skill/competence)
+- cut raw footage digitally (skill/competence)
+- develop digital content (skill/competence)
+- digital compositing (knowledge)
+- edit digital moving images (skill/competence)
+- edit recorded sound (skill/competence)
+- file-based workflow (knowledge)
+- graphic design (knowledge)
+- intellectual property regime of digital content (knowledge)
+- manage budgets (skill/competence)
+- media and information literacy (knowledge)
+- monitor broadcast programming (skill/competence)
+- motion graphics (knowledge)
+- newsletter analysis (knowledge)
+- perform video editing (skill/competence)
+- photography (knowledge)
+- proofread text (skill/competence)
+- put uncut recordings into computer (skill/competence)
+- synchronise sound with images (skill/competence)
+- use presentation software (skill/competence)
+- write headlines (skill/competence)
+- write to a deadline (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 15 ads, as of 2026-07-09)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- camera operation — **33 %**
+- editing — **33 %**
+- graphics creation — **27 %**
+- microwave operation — **27 %**
+- audio engineering — **27 %**
+- tape editing — **27 %**
+- writing — **27 %**
+- broadcast operations — **20 %**
+
+### Responsibilities
+
+- newscast production — **20 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,48 @@
+# Tasks & work activities — broadcast news editor
+
+Source: O*NET 30.3, occupation 27-3011.00 (Broadcast Announcers and Radio Disc Jockeys) — manual nearest-occupation mapping via ISCO group 2642; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+## Task statements
+
+- **[Core]** Identify stations, and introduce or close shows, ad-libbing or using memorized or read scripts.
+- **[Core]** Develop story lines for broadcasts.
+- **[Core]** Write and edit video and scripts for broadcasts.
+- **[Supplemental]** Maintain organization of the music library.
+- **[Core]** Prepare and deliver news, sports, or weather reports, gathering and rewriting material so that it will convey required information and fit specific time slots.
+- **[Core]** Read news flashes to inform audiences of important events.
+- **[Core]** Select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public.
+- **[Core]** Study background information to prepare for programs or interviews.
+- **[Core]** Comment on music and other matters, such as weather or traffic conditions.
+- **[Core]** Interview show guests about their lives, their work, or topics of current interest.
+- **[Supplemental]** Discuss various topics over the telephone with viewers or listeners.
+- **[Core]** Host civic, charitable, or promotional events broadcast over television or radio.
+- **[Core]** Make promotional appearances at public or private events to represent their employers.
+- **[Core]** Operate control consoles.
+- **[Core]** Announce musical selections, station breaks, commercials, or public service information, and accept requests from listening audience.
+- **[Core]** Keep daily program logs to provide information on all elements aired during broadcast, such as musical selections and station promotions.
+- **[Core]** Record commercials for later broadcast.
+- **[Core]** Locate guests to appear on talk or interview shows.
+- **[Supplemental]** Describe or demonstrate products that viewers may purchase through specific shows or in stores.
+- **[Core]** Coordinate games, contests, or other on-air competitions, performing such duties as asking questions and awarding prizes.
+- **[Core]** Attend press conferences to gather information for broadcast.
+- **[Core]** Provide commentary and conduct interviews during sporting events, parades, conventions, or other events.
+- **[Supplemental]** Give network cues permitting selected stations to receive programs.
+- **[Supplemental]** Moderate panels or discussion shows on topics such as current affairs, art, or education.
+
+## Detailed work activities
+
+- Coordinate logistics for productions or events.
+- Determine presentation subjects or content.
+- Edit written materials.
+- Gather information for news stories.
+- Host events.
+- Inform viewers, listeners, or audiences.
+- Interview others for news or entertainment purposes.
+- Maintain logs of production activities.
+- Operate communications, transmissions, or broadcasting equipment.
+- Operate control consoles for sound, lighting or video.
+- Organize informational materials.
+- Perform for recordings.
+- Promote products, activities, or organizations.
+- Report news to the public.
+- Write material for artistic or entertainment purposes.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,23 @@
+# Tools & technology — broadcast news editor
+
+Source: O*NET 30.3, occupation 27-3011.00 (Broadcast Announcers and Radio Disc Jockeys) — manual nearest-occupation mapping via ISCO group 2642; the official ESCO crosswalk has no entry for this ESCO occupation.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| Microsoft Access | Data base user interface and query software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Word | Word processing software | yes |
+| Zoom | Video conferencing software | yes |
+| Adobe Audition | Music or sound editing software |  |
+| Audion Laboratories VoxPro | Music or sound editing software |  |
+| Avid Technology Pro Tools | Music or sound editing software |  |
+| Burli Software Burli Newsroom System | Word processing software |  |
+| Dalet Digital Media Systems Dalet Media Life | Enterprise resource planning ERP software |  |
+| Database software | Data base user interface and query software |  |
+| Enterprise application integration EAI software | Enterprise application integration software |  |
+| Program logging software | Data base user interface and query software |  |
+| Statistical processing software | Analytical or scientific software |  |
+| Web browser software | Internet browser software |  |