feat: political-journalist skill package v0.1.0

2026-08-14 17:41:34 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — political-journalist
+
+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 — political-journalist
+    "ESCO (occupation & competences)" : 58
+    "O*NET (tasks & tools)" : 69
+    "Job boards (market evidence)" : 76
+    "Anthropic official Claude skills" : 6
+    "External AI skill packs (mapped)" : 191
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 58 | 14.5 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 69 | 17.2 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 76 | 19.0 % | 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 | 1.5 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 191 | 47.8 % | 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 +1,74 @@
+---
+name: political-journalist
+description: "Occupational skill for the role 'political journalist' (also: political analyst, political reporter, journalist specialising in global politics, journalist specialising in international politics, journalist specialising in US politics, politics reporter). Use when the user asks for typical political journalist work such as: Advise political science students.; Serve on committees.; Teach political science."
+---
+
+# Political Journalist
+
+Political journalists research and write articles about politics and politicians for newspapers, magazines, television and other media. They conduct interviews and attend events.
+
+## Core workflow
+
+1. Advise political science students.
+2. Serve on committees.
+3. Teach political science.
+4. Disseminate research results through academic publications, written reports, or public presentations.
+5. Identify issues for research and analysis.
+6. Develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.
+7. Maintain current knowledge of government policy decisions.
+8. Collect, analyze, and interpret data, such as election results and public opinion surveys, reporting on findings, recommendations, and conclusions.
+
+## 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 grammar and spelling rules
+- build contacts to maintain news flow
+- consult information sources
+- copyright legislation
+- develop professional network
+- editorial standards
+- evaluate writings in response to feedback
+- follow ethical code of conduct of journalists
+- follow the news
+- grammar
+- interview people
+- interview techniques
+- participate in editorial meetings
+- political parties
+- political science
+
+## Hot technologies
+
+- IBM SPSS Statistics
+- SAS
+- Tableau
+- Microsoft Access
+- Adobe Acrobat
+- Microsoft SharePoint
+- Microsoft Outlook
+- SAP software
+- Python
+- R
+
+
+<!-- hot-tech -->
+
+## Hot technologies
+
+Top tools from 33 gated job ads (see references/market.md, as of 2026-07-18):
+
+- Daybook — 15 %
+- Adobe Premiere — 12 %
+- Photoshop — 9 %
+
+<!-- hot-tech -->
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/eb7e42d0-9b3f-49ad-81f1-b9ee8491bf39), O*NET 30.3 (19-3094.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,304 @@
+{
+  "name": "political-journalist",
+  "title": "political journalist",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/eb7e42d0-9b3f-49ad-81f1-b9ee8491bf39",
+    "esco_code": "2642.1.15",
+    "isco_group": "2642",
+    "onet_soc": "19-3094.00",
+    "crosswalk_match": "closeMatch"
+  },
+  "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": 14,
+    "dwas": 15,
+    "skills_essential": 22,
+    "skills_optional": 35,
+    "software": 39
+  },
+  "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
+      },
+      "coreyhaines31/marketingskills": {
+        "repo": "https://github.com/coreyhaines31/marketingskills",
+        "commit": "33218ff",
+        "license": "MIT",
+        "skills": 4
+      },
+      "muratcankoylan/ralph-wiggum-marketer": {
+        "repo": "https://github.com/muratcankoylan/ralph-wiggum-marketer",
+        "commit": "4c1f5f3",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "AgriciDaniel/claude-blog": {
+        "repo": "https://github.com/AgriciDaniel/claude-blog",
+        "commit": "49842ea",
+        "license": "MIT",
+        "skills": 4
+      },
+      "infrasity-labs/dev-gtm-claude-skills": {
+        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
+        "commit": "02cfefb",
+        "license": "MIT",
+        "skills": 5
+      },
+      "ljagiello/ctf-skills": {
+        "repo": "https://github.com/ljagiello/ctf-skills",
+        "commit": "d19f35f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jezweb/claude-skills": {
+        "repo": "https://github.com/jezweb/claude-skills",
+        "commit": "e875a6b",
+        "license": "MIT",
+        "skills": 4
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 1
+      },
+      "brycewang-stanford/Auto-Empirical-Research-Skills": {
+        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
+        "commit": "85bf545",
+        "license": "CC-BY-4.0",
+        "skills": 12
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 5
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "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": 2
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 2
+      },
+      "secondsky/claude-skills": {
+        "repo": "https://github.com/secondsky/claude-skills",
+        "commit": "c4889f6",
+        "license": "MIT",
+        "skills": 1
+      },
+      "DheerG/swarms": {
+        "repo": "https://github.com/DheerG/swarms",
+        "commit": "617900e",
+        "license": "MIT",
+        "skills": 1
+      },
+      "elementalsouls/Claude-BugHunter": {
+        "repo": "https://github.com/elementalsouls/Claude-BugHunter",
+        "commit": "05098fc",
+        "license": "MIT",
+        "skills": 1
+      },
+      "davila7/claude-code-templates": {
+        "repo": "https://github.com/davila7/claude-code-templates",
+        "commit": "fa79251",
+        "license": "MIT",
+        "skills": 4
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 2
+      },
+      "Eronred/aso-skills": {
+        "repo": "https://github.com/Eronred/aso-skills",
+        "commit": "e2a7c45",
+        "license": "MIT",
+        "skills": 1
+      },
+      "trailofbits/skills": {
+        "repo": "https://github.com/trailofbits/skills",
+        "commit": "cfe5d7b",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "inhouseseo/superseo-skills": {
+        "repo": "https://github.com/inhouseseo/superseo-skills",
+        "commit": "0d8b6fc",
+        "license": "Apache-2.0",
+        "skills": 2
+      },
+      "robertguss/claude-skills": {
+        "repo": "https://github.com/robertguss/claude-skills",
+        "commit": "c31f3be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "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
+      },
+      "gooseworks-ai/goose-skills": {
+        "repo": "https://github.com/gooseworks-ai/goose-skills",
+        "commit": "94ec916",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 4
+      },
+      "samber/cc-skills-golang": {
+        "repo": "https://github.com/samber/cc-skills-golang",
+        "commit": "4881c01",
+        "license": "MIT",
+        "skills": 1
+      },
+      "pedrohcgs/claude-code-my-workflow": {
+        "repo": "https://github.com/pedrohcgs/claude-code-my-workflow",
+        "commit": "be53c12",
+        "license": "MIT",
+        "skills": 1
+      },
+      "bitwize-music-studio/claude-ai-music-skills": {
+        "repo": "https://github.com/bitwize-music-studio/claude-ai-music-skills",
+        "commit": "96446de",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "talkstream/ru-text": {
+        "repo": "https://github.com/talkstream/ru-text",
+        "commit": "bbab21f",
+        "license": "MIT",
+        "skills": 1
+      },
+      "codeaholicguy/ai-devkit": {
+        "repo": "https://github.com/codeaholicguy/ai-devkit",
+        "commit": "c037861",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "NeoLabHQ/context-engineering-kit": {
+        "repo": "https://github.com/NeoLabHQ/context-engineering-kit",
+        "commit": "e61511b",
+        "license": "GPL",
+        "skills": 1
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "license": "MIT",
+        "skills": 1
+      },
+      "BuildShipGrowRepeat/nextjs-sanity-blog-skill": {
+        "repo": "https://github.com/BuildShipGrowRepeat/nextjs-sanity-blog-skill",
+        "commit": "1f5e1db",
+        "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
+      },
+      "anbeime/skill": {
+        "repo": "https://github.com/anbeime/skill",
+        "commit": "ddad607",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "davepoon/buildwithclaude": {
+        "repo": "https://github.com/davepoon/buildwithclaude",
+        "commit": "3c94e0c",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 73,
+      "adjacent": 7
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 58,
+      "onet": 69,
+      "jobads": 76,
+      "wiki_ai": 0,
+      "anthropic": 6,
+      "ai_skills": 191,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 14.5,
+      "onet": 17.2,
+      "jobads": 19.0,
+      "wiki_ai": 0.0,
+      "anthropic": 1.5,
+      "ai_skills": 47.8,
+      "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 +1,410 @@
+# External AI agent skills — political-journalist
+
+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: 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 |
+|---|---|---|---|
+| `content-optimization` | core | AI-powered content optimization and SEO writing assistance | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/marketing/skills/content-optimization) |
+| `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) |
+| `academic-writing-publication` | core | Prepare manuscripts following APA, ASA, or discipline-specific guidelines with proper reporting standards and peer review navigation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/social-sciences/skills/academic-writing-publication) |
+| `ap-style-writing` | core | AP style compliance, grammar checking, and PR writing assistance | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/public-relations/skills/ap-style-writing) |
+
+## 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 |
+|---|---|---|---|
+| `content-gap-analysis` | core | Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use … | [source](https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/b7b0b9f/seo-geo/research/content-gap-analysis) |
+
+## 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 |
+|---|---|---|---|
+| `marketing-campaign` | core | End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/marketing-campaign) |
+| `brand-voice` | core | Build a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content, outreach, and social workflows. Use when the user wants voice consistency without generic AI … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.agents/skills/brand-voice) |
+| `golang-testing` | core | Go testing best practices including table-driven tests, test helpers, benchmarking, race detection, coverage analysis, and integration testing patterns. Use when writing or improving Go tests. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.kiro/skills/golang-testing) |
+| `python-testing` | core | Python testing best practices using pytest including fixtures, parametrization, mocking, coverage analysis, async testing, and test organization. Use when writing or improving Python tests. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.kiro/skills/python-testing) |
+| `search-first` | core | Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing solutions before implementing" approach. Use when starting new features or adding … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.kiro/skills/search-first) |
+
+## 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-seo-check` | core | Post-writing SEO validation with pass/fail checklist covering title tag length and keyword placement, meta description quality, heading hierarchy and keyword density, internal/external link audit with anchor text analysis, canonical URL … | [source](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-seo-check) |
+| `blog-strategy` | core | Blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, AI citation surface strategy across ChatGPT/Perplexity/AI Overviews, distribution channel planning … | [source](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog-strategy) |
+| `blog` | core | Full-lifecycle blog engine with 30 sub-skills, 12 content templates, 5-category 100-point scoring, and 5 specialized agents. Routes user requests to the right sub-skill: writing, rewriting, analysis, outlines, audits, schema, charts, … | [source](https://github.com/AgriciDaniel/claude-blog/tree/49842ea/skills/blog) |
+| `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: alirezarezvani/claude-skills
+
+- Repository: [https://github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) (commit `0241f43`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `product-manager-toolkit` | core | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/product-team/skills/product-manager-toolkit) |
+
+## Source: anbeime/skill
+
+- Repository: [https://github.com/anbeime/skill](https://github.com/anbeime/skill) (commit `ddad607`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `content-research-writer` | core | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative … | [source](https://github.com/anbeime/skill/tree/ddad607/skills/content-research-writer) |
+
+## Source: bitwize-music-studio/claude-ai-music-skills
+
+- Repository: [https://github.com/bitwize-music-studio/claude-ai-music-skills](https://github.com/bitwize-music-studio/claude-ai-music-skills) (commit `96446de`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `researchers-journalism` | core | Researches investigative articles, interviews, and news coverage. Use when research needs journalistic sources for cross-referencing or additional context. | [source](https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/96446de/skills/researchers-journalism) |
+
+## 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 |
+|---|---|---|---|
+| `g5` | core | VS-Enhanced Academic Style Auditor - Academic Writing Quality Analysis Identifies 24+ writing patterns that reduce scholarly quality, adapted from Wikipedia AI Cleanup guidelines Use when: checking drafts before submission, improving … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/g5) |
+| `review-response` | core | Systematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write rebuttal", "respond to reviewers", "draft review response", or "analyze review comments". Improves paper … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/33-Galaxy-Dawn-claude-scholar/skills/review-response) |
+| `econometrics-r` | core | R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences, instrumental variables, spatial econometrics, or regression analysis. Covers data.table, fixest, sf, modelsummary, and … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-r) |
+| `g2` | core | Publication Specialist - Writing, Review, Pre-registration & Quality Assurance Light VS applied: Avoids template-based writing + audience-specific message design Absorbed G3 (Peer Review Strategist), G4 (Pre-registration Composer), F1-F3 … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/g2) |
+| `g6` | core | VS-Enhanced Academic Style Humanizer - Transforms writing patterns to achieve authentic scholarly voice Applies transformations from G5 analysis to create natural academic prose Use when: improving AI-assisted writing quality, preparing … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/25-HosungYou-Diverga/skills/g6) |
+| `new-project` | core | Full research pipeline from idea to paper. Orchestrates all phases — discovery, strategy, analysis, writing, peer review, and submission. Use when starting a new research project from scratch. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/16-hsantanna88-clo-author/dot-claude/skills/new-project) |
+| `pre-registration-writing` | core | Write pre-analysis plans: PAP structure, registry, analysis strategy. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/54-scdenney-open-science-skills/skills/pre-registration-writing) |
+| `academic-baseline` | core | Use when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving citations, results, or publication artifacts. Establishes non-negotiable principles that govern all other … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/60-regisely-superpapers/skills/academic-baseline) |
+| `choosing-causalpy-methods` | core | Choose the appropriate CausalPy experiment class from a causal question, data structure, treatment assignment, and identification assumptions. Use before writing analysis code when the method is not yet settled. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/51-pymc-labs-CausalPy/skills/choosing-causalpy-methods) |
+| `execute-plan` | core | Use when a research implementation plan exists in docs/superpapers/plans/ and the user is ready to execute it — collecting data, running analysis, producing outputs, writing the paper. Orchestrates task execution with replication-driven … | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/60-regisely-superpapers/skills/execute-plan) |
+| `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) |
+| `python-econ-computing` | core | Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/20-wenddymacro-python-econ-skill) |
+
+## 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: codeaholicguy/ai-devkit
+
+- Repository: [https://github.com/codeaholicguy/ai-devkit](https://github.com/codeaholicguy/ai-devkit) (commit `c037861`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `tdd` | core | AI DevKit · Test-driven development — write a failing test before writing production code. Use when implementing new functionality, adding behavior, or fixing bugs during active development. | [source](https://github.com/codeaholicguy/ai-devkit/tree/c037861/skills/tdd) |
+
+## 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 |
+|---|---|---|---|
+| `content-research-writer` | core | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative … | [source](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/content-research-writer) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `SEOAgent` | core | Persistent SEO workflow for Claude Code — run a technical SEO audit, build a hub-and-spoke keyword strategy, write page-type-aware content briefs, and draft SEO-optimized articles, persisting every artifact to a .seoagent/ workspace so the … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/seoagent) |
+| `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-research-writer` | core | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/business-marketing/content-research-writer) |
+
+## 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-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: elementalsouls/Claude-BugHunter
+
+- Repository: [https://github.com/elementalsouls/Claude-BugHunter](https://github.com/elementalsouls/Claude-BugHunter) (commit `05098fc`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `bugcrowd-reporting` | core | Bugcrowd-specific reporting tactics complementing report-writing: VRT category search-and-fallback strategy when no exact match exists, manual severity override when VRT defaults underrate impact, severity-request paragraph as first body … | [source](https://github.com/elementalsouls/Claude-BugHunter/tree/05098fc/skills/bugcrowd-reporting) |
+
+## 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: 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 |
+|---|---|---|---|
+| `scholar-evaluation` | core | Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/scholar-evaluation) |
+| `content-research-writer` | core | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/content-research-writer) |
+
+## Source: gooseworks-ai/goose-skills
+
+- Repository: [https://github.com/gooseworks-ai/goose-skills](https://github.com/gooseworks-ai/goose-skills) (commit `94ec916`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `company-current-gtm-analysis` | core | Comprehensive GTM analysis of any target company. Researches what a company is currently doing across all go-to-market dimensions — content/blog, founder LinkedIn activity, SEO/traffic, hiring signals, social/community presence, customer … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/competitive-intel/composites/company-current-gtm-analysis) |
+
+## 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-seo-check` | core | Post-writing SEO validation with pass/fail checklist covering title tag length and keyword placement, meta description quality, heading hierarchy and keyword density, internal/external link audit with anchor text analysis, canonical URL … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-seo-check) |
+| `blog-strategy` | core | Blog strategy development including topic cluster architecture with hub-and-spoke design, audience mapping, competitive landscape analysis, AI citation surface strategy across ChatGPT/Perplexity/AI Overviews, distribution channel planning … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog-strategy) |
+| `product-manager-toolkit` | core | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/product-manager-toolkit) |
+| `blog` | core | Full-lifecycle blog engine with 30 sub-skills, 12 content templates, 5-category 100-point scoring, and 5 specialized agents. Routes user requests to the right sub-skill: writing, rewriting, analysis, outlines, audits, schema, charts, … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/blog) |
+| `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: inhouseseo/superseo-skills
+
+- Repository: [https://github.com/inhouseseo/superseo-skills](https://github.com/inhouseseo/superseo-skills) (commit `0d8b6fc`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `write-content` | core | Use when writing a complete SEO article. Includes the full anti-AI-slop ruleset (banned vocabulary, banned phrases, banned structural patterns) and voice rules. The agent researches the SERP itself if needed — no keyword data exports … | [source](https://github.com/inhouseseo/superseo-skills/tree/0d8b6fc/skills/write-content) |
+| `expert-interview` | core | Use when extracting first-party expertise from a subject-matter expert before writing content. Produces a knowledge document of contrarian takes, specific examples, and surprising outcomes that AI can't fabricate. | [source](https://github.com/inhouseseo/superseo-skills/tree/0d8b6fc/skills/expert-interview) |
+
+## 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: 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 |
+|---|---|---|---|
+| `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) |
+
+## Source: jezweb/claude-skills
+
+- Repository: [https://github.com/jezweb/claude-skills](https://github.com/jezweb/claude-skills) (commit `e875a6b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `nz-business-english` | core | New Zealand business English writing style for professional communications — warm, inclusive, EN-NZ spelling (colour, organise, centre). Use whenever the user is writing for a New Zealand audience: emails, chat messages, proposals, client … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/writing/skills/nz-business-english) |
+| `uk-business-english` | core | British business English writing style for professional communications — polished, understated, EN-GB spelling (colour, organise, centre). Use whenever the user is writing for a British audience: emails, chat messages, proposals, client … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/writing/skills/uk-business-english) |
+| `us-business-english` | core | American business English writing style for professional communications — direct, action-oriented, EN-US spelling (color, organize, center). Use whenever the user is writing for an American audience: emails, chat messages, proposals, … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/writing/skills/us-business-english) |
+| `aussie-business-english` | core | Australian business English for professional writing — warm, direct, EN-AU spelling (colour, organise, centre), no filler words. Use whenever the user is writing for an Australian audience: emails, chat messages, proposals, client … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/writing/skills/aussie-business-english) |
+
+## 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 |
+|---|---|---|---|
+| `scholar-evaluation` | core | Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/scholar-evaluation) |
+| `markdown-mermaid-writing` | core | Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/markdown-mermaid-writing) |
+
+## 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 |
+|---|---|---|---|
+| `scholar-evaluation` | core | Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/scholar-evaluation) |
+| `markdown-mermaid-writing` | core | Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/markdown-mermaid-writing) |
+
+## Source: ljagiello/ctf-skills
+
+- Repository: [https://github.com/ljagiello/ctf-skills](https://github.com/ljagiello/ctf-skills) (commit `d19f35f`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ctf-forensics` | core | Provides digital forensics and signal analysis techniques for CTF challenges. Use when analyzing disk images, memory dumps, event logs, network captures, cryptocurrency transactions, steganography, PDF analysis, Windows registry, … | [source](https://github.com/ljagiello/ctf-skills/tree/d19f35f/ctf-forensics) |
+
+## 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/ralph-wiggum-marketer
+
+- Repository: [https://github.com/muratcankoylan/ralph-wiggum-marketer](https://github.com/muratcankoylan/ralph-wiggum-marketer) (commit `4c1f5f3`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ralph-copywriter` | core | Use this skill when the user asks to "analyze my content", "learn my writing style", "research competitors", "find content angles", "improve my blog", "write like me", "embody my brand voice", or mentions content strategy, voice analysis, … | [source](https://github.com/muratcankoylan/ralph-wiggum-marketer/tree/4c1f5f3/skills/copywriter) |
+
+## 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 |
+|---|---|---|---|
+| `test-driven-development` | core | Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first | [source](https://github.com/NeoLabHQ/context-engineering-kit/tree/e61511b/plugins/tdd/skills/test-driven-development) |
+
+## 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 |
+|---|---|---|---|
+| `paid-media-strategy` | core | A discipline for running paid media that does not light money on fire. Hypothesis writing for paid spend, channel selection, budget allocation, audience targeting, bid strategy, campaign types, what NOT to spend on, attribution reality, … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/paid-media-strategy) |
+
+## Source: robertguss/claude-skills
+
+- Repository: [https://github.com/robertguss/claude-skills](https://github.com/robertguss/claude-skills) (commit `c31f3be`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `writing-dna-discovery` | core | Capture a writer's voice DNA through collaborative interview and sample analysis. Use when someone wants to document their writing voice for use with a ghost writer skill. Produces a Voice DNA Document with patterns, anti-patterns, and … | [source](https://github.com/robertguss/claude-skills/tree/c31f3be/skills/writing/writing-dna-discovery) |
+
+## 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-code-style` | core | Golang code style conventions — line length and breaking, variable declarations, control flow clarity, when comments help vs hurt. Use when writing or reviewing Go code, asking about style or clarity, or establishing project coding … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-code-style) |
+
+## Source: secondsky/claude-skills
+
+- Repository: [https://github.com/secondsky/claude-skills](https://github.com/secondsky/claude-skills) (commit `c4889f6`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `seo-optimizer` | core | SEO optimization with keyword analysis, readability assessment, technical validation, content quality. Use for search rankings, blog posts, content audits, or encountering keyword density, readability scores, meta tags, schema markup … | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/seo-optimizer/skills/seo-optimizer) |
+
+## 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: 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 |
+|---|---|---|---|
+| `semgrep-rule-creator` | core | Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections. | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/semgrep-rule-creator/skills/semgrep-rule-creator) |
+
+## 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) |
+
+## 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: 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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `image` | adjacent | 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) |
+| `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) |
--- a/references/market.md
+++ b/references/market.md
@@ -0,0 +1,126 @@
+# Market evidence report — political-journalist
+
+Source: **33 real job ads** (JSearch API, countries: us 33), extracted into the MSSQL evidence store; as of 2026-07-18.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 24 | 73 % |
+| n/a | 8 | 24 % |
+| junior | 1 | 3 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | Daybook | 5 | 15 % |
+| 2 | Adobe Premiere | 4 | 12 % |
+| 3 | Photoshop | 3 | 9 % |
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | political reporting | 12 | 36 % |
+| 2 | news reporting | 9 | 27 % |
+| 3 | political analysis | 7 | 21 % |
+| 4 | investigative journalism | 6 | 18 % |
+| 5 | source development | 6 | 18 % |
+| 6 | video editing | 6 | 18 % |
+| 7 | interviewing | 5 | 15 % |
+| 8 | research | 5 | 15 % |
+| 9 | data analysis | 4 | 12 % |
+| 10 | news writing | 4 | 12 % |
+| 11 | storytelling | 4 | 12 % |
+| 12 | writing | 4 | 12 % |
+| 13 | fact-checking | 3 | 9 % |
+| 14 | story pitching | 3 | 9 % |
+| 15 | video production | 3 | 9 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | breaking news coverage | 5 | 15 % |
+| 2 | video content creation | 4 | 12 % |
+| 3 | content production | 3 | 9 % |
+
+## Regional breakdown
+
+> **Corpus note:** 33 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
+
+### US (us)
+
+33 ads.
+
+**Top hard skills:**
+
+- political reporting — 36 % (12 ads)
+- news reporting — 27 % (9 ads)
+- political analysis — 21 % (7 ads)
+- investigative journalism — 18 % (6 ads)
+- source development — 18 % (6 ads)
+- video editing — 18 % (6 ads)
+- interviewing — 15 % (5 ads)
+- research — 15 % (5 ads)
+- data analysis — 12 % (4 ads)
+- news writing — 12 % (4 ads)
+
+**Top tools:**
+
+- Daybook — 15 % (5 ads)
+- Adobe Premiere — 12 % (4 ads)
+- Photoshop — 9 % (3 ads)
+- After Effects — 6 % (2 ads)
+- Illustrator — 6 % (2 ads)
+
+**Seniority:** mid 73 % · n/a 24 % · junior 3 %
+
+### 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 National Politics Reporter | 2 |
+| Politics Reporter | 2 |
+| Associate Editor (Journalism / Politics) | 1 |
+| Capitol Politics Reporter: Investigative & Enterprise | 1 |
+| City Hall Politics Reporter - Break News & Newsletter | 1 |
+| DC Political Video Reporter | 1 |
+| DC Politics Reporter: Bay Area Focus & Impact | 1 |
+| DC-Based Politics Video Journalist | 1 |
+| DC-Based Politics Video Journalist Job at News Corp UK & Ireland Limited in New | 1 |
+| Dynamic Political Reporter: Break News & Engage Audiences | 1 |
+| General Assignment Reporter, State Politics | 1 |
+| Government & Politics Reporter | 1 |
+| News Corp UK & Ireland Limited is hiring: Politics Video Journalist — Fast-Paced | 1 |
+| Political Analyst | 1 |
+| Political Enterprise Reporter | 1 |
+| Political News Correspondent | 1 |
+| Political Reporter | 1 |
+| Political Reporter (Washington, D.C. Bureau) | 1 |
+| Political Reporter: Break News & Engage Chicago Audiences | 1 |
+| Political Video Journalist | 1 |
+| Political Video Journalist Job at News Corp UK & Ireland Limited in Washington | 1 |
+| Politics & Government Reporter/Producer | 1 |
+| Politics Breaking News Reporter at The Guardian Washington DC | 1 |
+| Politics Reporter (Breaking News) | 1 |
+| Reporter, National Politics | 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 +1,26 @@
+# Occupation profile — political journalist
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/eb7e42d0-9b3f-49ad-81f1-b9ee8491bf39
+- **ESCO code:** 2642.1.15
+- **ISCO-08 group:** 2642 — Journalists
+- **O*NET-SOC:** 19-3094.00 — Political Scientists (match: closeMatch)
+
+## Description (ESCO)
+
+Political journalists research and write articles about politics and politicians for newspapers, magazines, television and other media. They conduct interviews and attend events.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- political analyst
+- political reporter
+- journalist specialising in global politics
+- journalist specialising in international politics
+- journalist specialising in US politics
+- politics reporter
+- political correspondent
+- political commentator
+- journalist specialising in EU politics
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,83 @@
+# Competences — political journalist
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/eb7e42d0-9b3f-49ad-81f1-b9ee8491bf39).
+
+## Essential
+
+- **apply grammar and spelling rules** (skill/competence)
+- **build contacts to maintain news flow** (skill/competence)
+- **consult information sources** (skill/competence)
+- **copyright legislation** (knowledge)
+- **develop professional network** (skill/competence)
+- **editorial standards** (knowledge)
+- **evaluate writings in response to feedback** (skill/competence)
+- **follow ethical code of conduct of journalists** (skill/competence)
+- **follow the news** (skill/competence)
+- **grammar** (knowledge)
+- **interview people** (skill/competence)
+- **interview techniques** (knowledge)
+- **participate in editorial meetings** (skill/competence)
+- **political parties** (knowledge)
+- **political science** (knowledge)
+- **rhetoric** (knowledge)
+- **spelling** (knowledge)
+- **stay up to date with social media** (skill/competence)
+- **study topics** (skill/competence)
+- **use specific writing techniques** (skill/competence)
+- **write to a deadline** (skill/competence)
+- **writing techniques** (knowledge)
+
+## Optional
+
+- adapt to changing situations (skill/competence)
+- adapt to type of media (skill/competence)
+- analyse the comments of selected audiences (skill/competence)
+- apply desktop publishing techniques (skill/competence)
+- ask questions at events (skill/competence)
+- audio editing software (knowledge)
+- check correctness of information (skill/competence)
+- communicate by telephone (skill/competence)
+- create online news content (skill/competence)
+- desktop publishing (knowledge)
+- document interviews (skill/competence)
+- edit digital moving images (skill/competence)
+- edit negatives (skill/competence)
+- edit photographs (skill/competence)
+- edit recorded sound (skill/competence)
+- election law (knowledge)
+- follow directions of on-site director (skill/competence)
+- ICT software specifications (knowledge)
+- manage personal finances (skill/competence)
+- manage writing administration (skill/competence)
+- monitor political conflicts (skill/competence)
+- multimedia systems (knowledge)
+- observe new developments in foreign countries (skill/competence)
+- perform image editing (skill/competence)
+- perform video editing (skill/competence)
+- political campaigning (knowledge)
+- present during live broadcasts (skill/competence)
+- press law (knowledge)
+- promote one's writings (skill/competence)
+- pronunciation techniques (knowledge)
+- proofread text (skill/competence)
+- provide written content (skill/competence)
+- review unpublished articles (skill/competence)
+- write captions (skill/competence)
+- write headlines (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 33 ads, as of 2026-07-18)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- political reporting — **36 %**
+- news reporting — **27 %**
+- political analysis — **21 %**
+- source development — **18 %**
+- video editing — **18 %**
+- investigative journalism — **18 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,38 @@
+# Tasks & work activities — political journalist
+
+Source: O*NET 30.3, occupation 19-3094.00 (Political Scientists).
+
+## Task statements
+
+- **[Core]** Advise political science students.
+- **[Core]** Serve on committees.
+- **[Core]** Teach political science.
+- **[Core]** Disseminate research results through academic publications, written reports, or public presentations.
+- **[Core]** Identify issues for research and analysis.
+- **[Core]** Develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.
+- **[Core]** Maintain current knowledge of government policy decisions.
+- **[Core]** Collect, analyze, and interpret data, such as election results and public opinion surveys, reporting on findings, recommendations, and conclusions.
+- **[Core]** Interpret and analyze policies, public issues, legislation, or the operations of governments, businesses, and organizations.
+- **[Core]** Forecast political, economic, and social trends.
+- **[Supplemental]** Evaluate programs and policies, and make related recommendations to institutions and organizations.
+- **[Supplemental]** Write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.
+- **[Supplemental]** Consult with and advise government officials, civic bodies, research agencies, the media, political parties, and others concerned with political issues.
+- **[Supplemental]** Provide media commentary or criticism related to public policy and political issues and events.
+
+## Detailed work activities
+
+- Advise others on educational matters.
+- Advise others on matters of public policy.
+- Advise students on academic or career matters.
+- Conduct research on social issues.
+- Develop theories or models of physical phenomena.
+- Evaluate civic projects or public policies.
+- Forecast economic, political, or social trends.
+- Instruct college students in social sciences or humanities disciplines.
+- Interpret research or operational data.
+- Plan social sciences research.
+- Prepare information or documentation related to legal or regulatory matters.
+- Prepare scientific or technical reports or presentations.
+- Present information to the public.
+- Review professional literature to maintain professional knowledge.
+- Serve on institutional or departmental committees.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,45 @@
+# Tools & technology — political journalist
+
+Source: O*NET 30.3 'Software Skills' for 19-3094.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| IBM SPSS Statistics | Analytical or scientific software | yes |
+| SAS | Analytical or scientific software | yes |
+| Tableau | Business intelligence and data analysis software | yes |
+| Microsoft Access | Data base user interface and query software | yes |
+| Adobe Acrobat | Document management software | yes |
+| Microsoft SharePoint | Document management software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| SAP software | Enterprise resource planning ERP software | yes |
+| Python | Object or component oriented development software | yes |
+| R | Object or component oriented development software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Visio | Process mapping and design software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Microsoft Active Server Pages ASP | Web platform development software | yes |
+| Microsoft Word | Word processing software | yes |
+| Data visualization software | Analytical or scientific software |  |
+| DataMystic TextPipe Pro | Analytical or scientific software |  |
+| JudgeIt II | Analytical or scientific software |  |
+| StataCorp Stata | Analytical or scientific software |  |
+| WinBUGS | Analytical or scientific software |  |
+| Bare Bones Software BBEdit | Data base management system software |  |
+| IDM Computer Solutions UltraEdit | Data base management system software |  |
+| CQ Press Political Reference Suite | Data base user interface and query software |  |
+| FedStats | Data base user interface and query software |  |
+| Interuniversity Consortium for Political and Social Research (ICPSR) database | Data base user interface and query software |  |
+| Library of Congress E-resources Online Catalog | Data base user interface and query software |  |
+| Structure query language SQL | Data base user interface and query software |  |
+| Microsoft Publisher | Desktop publishing software |  |
+| Email software | Electronic mail software |  |
+| EBSCO Publishing Academic Search Premier | Information retrieval or search software |  |
+| EBSCO Publishing Political Science Complete | Information retrieval or search software |  |
+| Europa World Plus | Information retrieval or search software |  |
+| Gale Expanded Academic ASAP PLUS | Information retrieval or search software |  |
+| JSTOR database | Information retrieval or search software |  |
+| Oxford Reference Online | Information retrieval or search software |  |
+| ProQuest Public Affairs Information Service (PAIS) database | Information retrieval or search software |  |
+| ProQuest Worldwide Political Science Abstracts | Information retrieval or search software |  |
+| Sage Reference Online | Information retrieval or search software |  |