feat: foreign-correspondent skill package v0.1.0

2026-08-14 17:42:22 +02:00
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--- a/PROVENANCE.md
+++ b/PROVENANCE.md
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+# Data provenance — foreign-correspondent
+
+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 — foreign-correspondent
+    "ESCO (occupation & competences)" : 49
+    "O*NET (tasks & tools)" : 87
+    "Job boards (market evidence)" : 34
+    "Anthropic official Claude skills" : 6
+    "External AI skill packs (mapped)" : 203
+```
+
+| Source | Items | Share | Files |
+|---|---|---|---|
+| ESCO (occupation & competences) | 49 | 12.9 % | references/profile.md, references/skills.md |
+| O*NET (tasks & tools) | 87 | 23.0 % | references/tasks.md, references/tools.md |
+| Job boards (market evidence) | 34 | 9.0 % | 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 | 1.6 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
+| External AI skill packs (mapped) | 203 | 53.6 % | references/ai-skills.md (per-source attribution inside) |
+| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
+
+Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
+job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
+paraphrased with source URLs — never copied · external AI skills are
+linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).
--- a/SKILL.md
+++ b/SKILL.md
@@ -0,0 +1,61 @@
+---
+name: foreign-correspondent
+description: "Occupational skill for the role 'foreign correspondent' (also: foreign news correspondent, on-the-scene reporter, international correspondent, foreign reporter, foreign affairs correspondent, foreign journalist). Use when the user asks for typical foreign correspondent work such as: Write commentaries, columns, or scripts, using computers.; Coordinate and serve as an anchor on news broadcast programs.; Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members."
+---
+
+# Foreign Correspondent
+
+Foreign correspondents research and write news stories of international importance for newspapers, journals, magazines, radio, television and other media. They are stationed in a foreign country.
+
+## Core workflow
+
+1. Write commentaries, columns, or scripts, using computers.
+2. Coordinate and serve as an anchor on news broadcast programs.
+3. Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.
+4. Analyze and interpret news and information received from various sources to broadcast the information.
+5. Receive assignments or evaluate leads or tips to develop story ideas.
+6. Research a story's background information to provide complete and accurate information.
+7. Arrange interviews with people who can provide information about a story.
+8. Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.
+
+## 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
+- observe new developments in foreign countries
+- participate in editorial meetings
+- provide context to news stories
+
+## Hot technologies
+
+- IBM SPSS Statistics
+- Microsoft Access
+- Microsoft SQL Server
+- Adobe InDesign
+- Microsoft Outlook
+- Adobe Photoshop
+- Microsoft Office software
+- Microsoft PowerPoint
+- Microsoft Excel
+- Adobe After Effects
+
+---
+*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/4cc98057-8ed5-4b45-855b-7a67bc2e5bae), O*NET 30.3 (27-3023.00). See manifest.json for licensing/attribution.*
--- a/manifest.json
+++ b/manifest.json
@@ -0,0 +1,328 @@
+{
+  "name": "foreign-correspondent",
+  "title": "foreign correspondent",
+  "version": "0.1.0",
+  "layer": "core",
+  "language": "en",
+  "generated": "2026-07-07",
+  "ids": {
+    "esco_uri": "http://data.europa.eu/esco/occupation/4cc98057-8ed5-4b45-855b-7a67bc2e5bae",
+    "esco_code": "2642.1.11",
+    "isco_group": "2642",
+    "onet_soc": "27-3023.00",
+    "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": 30,
+    "dwas": 15,
+    "skills_essential": 25,
+    "skills_optional": 23,
+    "software": 41
+  },
+  "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
+      },
+      "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
+      },
+      "Eronred/aso-skills": {
+        "repo": "https://github.com/Eronred/aso-skills",
+        "commit": "e2a7c45",
+        "license": "MIT",
+        "skills": 1
+      },
+      "mohitagw15856/pm-claude-skills": {
+        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
+        "commit": "876fa30",
+        "license": "MIT",
+        "skills": 6
+      },
+      "a5c-ai/babysitter": {
+        "repo": "https://github.com/a5c-ai/babysitter",
+        "commit": "44a5d58b",
+        "license": "MIT",
+        "skills": 4
+      },
+      "trailofbits/skills": {
+        "repo": "https://github.com/trailofbits/skills",
+        "commit": "cfe5d7b",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 2
+      },
+      "gooseworks-ai/goose-skills": {
+        "repo": "https://github.com/gooseworks-ai/goose-skills",
+        "commit": "94ec916",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "K-Dense-AI/claude-scientific-skills": {
+        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 3
+      },
+      "foryourhealth111-pixel/Vibe-Skills": {
+        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
+        "commit": "34429a8",
+        "license": "Apache-2.0",
+        "skills": 3
+      },
+      "K-Dense-AI/scientific-agent-skills": {
+        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
+        "commit": "4d97e29",
+        "license": "MIT",
+        "skills": 3
+      },
+      "oliver-kriska/claude-elixir-phoenix": {
+        "repo": "https://github.com/oliver-kriska/claude-elixir-phoenix",
+        "commit": "d6b21b5",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jeremylongshore/claude-code-plugins-plus-skills": {
+        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
+        "commit": "e112938a",
+        "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": 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
+      },
+      "vibeeval/vibecosystem": {
+        "repo": "https://github.com/vibeeval/vibecosystem",
+        "commit": "cea9462",
+        "license": "MIT",
+        "skills": 2
+      },
+      "evalstate/fast-agent": {
+        "repo": "https://github.com/evalstate/fast-agent",
+        "commit": "b8f1c32",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "alirezarezvani/claude-skills": {
+        "repo": "https://github.com/alirezarezvani/claude-skills",
+        "commit": "0241f43",
+        "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": 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": 8
+      },
+      "DheerG/swarms": {
+        "repo": "https://github.com/DheerG/swarms",
+        "commit": "617900e",
+        "license": "MIT",
+        "skills": 1
+      },
+      "affaan-m/everything-claude-code": {
+        "repo": "https://github.com/affaan-m/everything-claude-code",
+        "commit": "ed38744",
+        "license": "MIT",
+        "skills": 4
+      },
+      "sametbrr/llm-wiki-manager": {
+        "repo": "https://github.com/sametbrr/llm-wiki-manager",
+        "commit": "cc0cc33",
+        "license": "MIT",
+        "skills": 1
+      },
+      "jezweb/claude-skills": {
+        "repo": "https://github.com/jezweb/claude-skills",
+        "commit": "e875a6b",
+        "license": "MIT",
+        "skills": 2
+      },
+      "SnailSploit/Claude-Red": {
+        "repo": "https://github.com/SnailSploit/Claude-Red",
+        "commit": "aeb41ec",
+        "license": "MIT",
+        "skills": 1
+      },
+      "0xwilliamortiz/claude-red": {
+        "repo": "https://github.com/0xwilliamortiz/claude-red",
+        "commit": "ad8436b",
+        "license": "MIT",
+        "skills": 1
+      },
+      "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
+      },
+      "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
+      },
+      "robertguss/claude-skills": {
+        "repo": "https://github.com/robertguss/claude-skills",
+        "commit": "c31f3be",
+        "license": "MIT",
+        "skills": 1
+      },
+      "huangjia2019/claude-code-engineering": {
+        "repo": "https://github.com/huangjia2019/claude-code-engineering",
+        "commit": "5ed066a",
+        "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": 1
+      },
+      "ahacker-1/cre-agent-skills": {
+        "repo": "https://github.com/ahacker-1/cre-agent-skills",
+        "commit": "618734e",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "inkline/inkline": {
+        "repo": "https://github.com/inkline/inkline",
+        "commit": "fcc2bf4",
+        "license": "no explicit license \u2014 referenced by link only",
+        "skills": 1
+      },
+      "mukul975/Anthropic-Cybersecurity-Skills": {
+        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
+        "commit": "673da1f",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "nexscope-ai/eCommerce-Skills": {
+        "repo": "https://github.com/nexscope-ai/eCommerce-Skills",
+        "commit": "56f3288",
+        "license": "MIT",
+        "skills": 1
+      },
+      "inhouseseo/superseo-skills": {
+        "repo": "https://github.com/inhouseseo/superseo-skills",
+        "commit": "0d8b6fc",
+        "license": "Apache-2.0",
+        "skills": 1
+      },
+      "eduardo-sl/go-agent-skills": {
+        "repo": "https://github.com/eduardo-sl/go-agent-skills",
+        "commit": "3c45d7f",
+        "license": "MIT",
+        "skills": 2
+      },
+      "geekjourneyx/md2wechat-skill": {
+        "repo": "https://github.com/geekjourneyx/md2wechat-skill",
+        "commit": "f9af7a9",
+        "license": "custom (see upstream LICENSE)",
+        "skills": 1
+      },
+      "rampstackco/claude-skills": {
+        "repo": "https://github.com/rampstackco/claude-skills",
+        "commit": "bc6d961",
+        "license": "MIT",
+        "skills": 1
+      },
+      "ruvnet/claude-code-flow": {
+        "repo": "https://github.com/ruvnet/claude-code-flow",
+        "commit": "73914bd",
+        "license": "MIT",
+        "skills": 1
+      }
+    },
+    "total_skills": 80,
+    "tiers": {
+      "core": 73,
+      "adjacent": 7
+    }
+  },
+  "provenance": {
+    "items": {
+      "esco": 49,
+      "onet": 87,
+      "jobads": 34,
+      "wiki_ai": 0,
+      "anthropic": 6,
+      "ai_skills": 203,
+      "stackx": 0
+    },
+    "share_percent": {
+      "esco": 12.9,
+      "onet": 23.0,
+      "jobads": 9.0,
+      "wiki_ai": 0.0,
+      "anthropic": 1.6,
+      "ai_skills": 53.6,
+      "stackx": 0.0
+    },
+    "method": "content items per source category"
+  },
+  "collar": "white",
+  "computer_work": true
+}
--- a/references/ai-skills.md
+++ b/references/ai-skills.md
@@ -0,0 +1,442 @@
+# External AI agent skills — foreign-correspondent
+
+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: 0xwilliamortiz/claude-red
+
+- Repository: [https://github.com/0xwilliamortiz/claude-red](https://github.com/0xwilliamortiz/claude-red) (commit `ad8436b`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `offensive-reporting` | core | Penetration test and red team report writing methodology. Covers executive summary structuring (risk-led narrative for non-technical readers), technical finding format (title, severity, affected scope, narrative, reproduction steps, … | [source](https://github.com/0xwilliamortiz/claude-red/tree/ad8436b/Skills/utility/offensive-reporting) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `tdd-workflow` | core | Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests. | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.agents/skills/tdd-workflow) |
+
+## 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: ahacker-1/cre-agent-skills
+
+- Repository: [https://github.com/ahacker-1/cre-agent-skills](https://github.com/ahacker-1/cre-agent-skills) (commit `618734e`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `cre-underwriting` | core | CRE Underwriting analysis suite — 3 specialist skills for building pro formas, running sensitivity scenarios, and writing investment committee memos for multifamily acquisitions. | [source](https://github.com/ahacker-1/cre-agent-skills/tree/618734e/claude-code-plugins/cre-underwriting) |
+
+## 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) |
+| `jira-expert` | core | Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use when setting up or configuring Jira projects, writing JQL and … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/project-management/skills/jira-expert) |
+| `social-media-manager` | core | When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/skills/social-media-manager) |
+| `codebase-onboarding` | core | Analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. Fast fact-gathering and repeatable onboarding outputs. Use when onboarding a new engineer, writing architecture-overview docs for a new … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering/skills/codebase-onboarding) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `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) |
+| `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) |
+| `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) |
+| `tdd-workflow` | core | Test-driven development workflow for R using testthat. Use when writing new features, fixing bugs, or refactoring code. Enforces test-first development with 80%+ coverage. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/55-ab604-claude-code-r-skills/skills/tdd-workflow) |
+| `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) |
+| `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) |
+
+## 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: 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) |
+
+## 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: 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) |
+| `go-concurrency-review` | core | Review and implement safe concurrency patterns in Go: goroutines, channels, sync primitives, context propagation, and goroutine lifecycle management. Use when writing concurrent code, reviewing async patterns, checking thread safety, … | [source](https://github.com/eduardo-sl/go-agent-skills/tree/3c45d7f/skills/(safety)/go-concurrency-review) |
+
+## 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: 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 |
+|---|---|---|---|
+| `peer-review` | core | Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/peer-review) |
+| `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) |
+| `scientific-writing` | core | Use when writing or revising scientific manuscript prose: IMRAD sections, abstracts, figure/table captions, citation-integrated paragraphs, reporting-guideline language, terminology, clarity, and journal-submission text. | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/scientific-writing) |
+
+## Source: geekjourneyx/md2wechat-skill
+
+- Repository: [https://github.com/geekjourneyx/md2wechat-skill](https://github.com/geekjourneyx/md2wechat-skill) (commit `f9af7a9`, retrieved 2026-07-14)
+- License: custom (see upstream LICENSE)
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `md2wechat` | core | Convert Markdown to WeChat Official Account HTML, inspect supported providers/themes/prompts, generate article images, create drafts, write with creator styles, prepare title suggestions, and remove AI writing traces. | [source](https://github.com/geekjourneyx/md2wechat-skill/tree/f9af7a9/platforms/openclaw/md2wechat) |
+
+## 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 |
+|---|---|---|---|
+| `industry-scanner` | core | Daily industry intelligence scanner. Scans web, social media, news, blogs, and communities for industry-relevant events, trends, and signals. Produces a comprehensive intelligence briefing plus strategic GTM opportunity ideas. Orchestrates … | [source](https://github.com/gooseworks-ai/goose-skills/tree/94ec916/skills/competitive-intel/composites/industry-scanner) |
+
+## Source: huangjia2019/claude-code-engineering
+
+- Repository: [https://github.com/huangjia2019/claude-code-engineering](https://github.com/huangjia2019/claude-code-engineering) (commit `5ed066a`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `api-conventions` | core | API design patterns and conventions for this project. Covers RESTful URL naming, response format standards, error handling, and authentication requirements. Use when writing or reviewing API endpoints, designing new APIs, or making … | [source](https://github.com/huangjia2019/claude-code-engineering/tree/5ed066a/04-Skills/projects/01-reference-skill/.claude/skills/api-conventions) |
+
+## 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 |
+|---|---|---|---|
+| `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-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 |
+|---|---|---|---|
+| `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: inkline/inkline
+
+- Repository: [https://github.com/inkline/inkline](https://github.com/inkline/inkline) (commit `fcc2bf4`, retrieved 2026-07-14)
+- License: no explicit license — referenced by link only
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `create-component` | core | Build a new Inkline component end-to-end — research the API, implement the headless + styled .ink.tsx source, add Storybook stories, write cross-target tests, and finalize docs/changeset. Runs five phases in order with an approval gate and … | [source](https://github.com/inkline/inkline/tree/fcc2bf4/.claude/skills/create-component) |
+
+## 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) |
+| `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 |
+|---|---|---|---|
+| `peer-review` | core | Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/peer-review) |
+| `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) |
+| `opentrons-integration` | core | Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/opentrons-integration) |
+
+## 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 |
+|---|---|---|---|
+| `peer-review` | core | Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/peer-review) |
+| `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) |
+| `opentrons-integration` | core | Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/opentrons-integration) |
+
+## 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 |
+|---|---|---|---|
+| `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) |
+| `content-calendar` | core | Generate a structured content calendar for any brand, product, or creator. Use when asked for a content plan, editorial calendar, social media schedule, or weekly/monthly content strategy. Produces a calendar with topics, formats, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-gtm/skills/content-calendar) |
+| `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) |
+| `job-story-mapper` | core | Write Jobs-to-be-Done (JTBD) job stories and map customer jobs across functional, social, and emotional dimensions. Use when defining user needs, writing job stories, conducting JTBD research, or reframing features around customer … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-discovery/skills/job-story-mapper) |
+| `interview-me` | core | Elicit the real requirements by interviewing the requester BEFORE building or writing anything — one question at a time, until the brief is buildable. Use when a request is vague ('make me a dashboard', 'write something for the board'), … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-method/skills/interview-me) |
+| `eulogy-writer` | core | Help someone write a eulogy — the hardest writing most people ever do, at the worst possible time. Use when someone must speak at a funeral or memorial and doesn't know where to start, or has fragments and no shape. Produces a 3-5 minute … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-lifeadmin/skills/eulogy-writer) |
+
+## Source: mukul975/Anthropic-Cybersecurity-Skills
+
+- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) (commit `673da1f`, retrieved 2026-07-14)
+- License: Apache-2.0
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `detecting-fileless-malware-techniques` | core | Detects and analyzes fileless malware that operates entirely in memory using PowerShell, WMI, .NET reflection, registry-resident payloads, and living-off-the-land binaries (LOLBins) without writing traditional executable files to disk. … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/detecting-fileless-malware-techniques) |
+
+## 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 |
+|---|---|---|---|
+| `write-concisely` | core | Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional. | [source](https://github.com/NeoLabHQ/context-engineering-kit/tree/e61511b/plugins/docs/skills/write-concisely) |
+
+## Source: nexscope-ai/eCommerce-Skills
+
+- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `ecommerce-social-media-marketing` | core | Social media marketing strategy for ecommerce brands. Content calendar planning, platform-specific strategies, social commerce optimization, influencer collaboration, and community building. Use when the user asks about social media … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/ecommerce-social-media-marketing) |
+
+## Source: oliver-kriska/claude-elixir-phoenix
+
+- Repository: [https://github.com/oliver-kriska/claude-elixir-phoenix](https://github.com/oliver-kriska/claude-elixir-phoenix) (commit `d6b21b5`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `promote` | core | Generate X/Twitter release promotion posts with ASCII tables and CodeSnap rendering. Use when writing release posts, promotion tweets, plugin announcements, or preparing social media content for new versions. | [source](https://github.com/oliver-kriska/claude-elixir-phoenix/tree/d6b21b5/.claude/skills/promote) |
+
+## 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: ruvnet/claude-code-flow
+
+- Repository: [https://github.com/ruvnet/claude-code-flow](https://github.com/ruvnet/claude-code-flow) (commit `73914bd`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `pii-detect` | core | Detect and flag personally identifiable information (PII) in text, code, and configurations. Use before committing code, writing logs, storing data, or sending model responses that might contain emails, phone numbers, SSNs, API keys, or … | [source](https://github.com/ruvnet/claude-code-flow/tree/73914bd/plugins/ruflo-aidefence/skills/pii-detect) |
+
+## Source: sametbrr/llm-wiki-manager
+
+- Repository: [https://github.com/sametbrr/llm-wiki-manager](https://github.com/sametbrr/llm-wiki-manager) (commit `cc0cc33`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `llm-wiki-manager` | core | Build, maintain, and query a personal LLM-managed wiki — a markdown knowledge base where the LLM owns all writing, cross-referencing, and bookkeeping while the user curates sources. Use this skill when the user wants to (1) bootstrap a new … | [source](https://github.com/sametbrr/llm-wiki-manager/tree/cc0cc33) |
+
+## Source: SnailSploit/Claude-Red
+
+- Repository: [https://github.com/SnailSploit/Claude-Red](https://github.com/SnailSploit/Claude-Red) (commit `aeb41ec`, retrieved 2026-07-14)
+- License: MIT
+
+| Skill | Tier | What it adds | Upstream |
+|---|---|---|---|
+| `offensive-reporting` | core | Penetration test and red team report writing methodology. Covers executive summary structuring (risk-led narrative for non-technical readers), technical finding format (title, severity, affected scope, narrative, reproduction steps, … | [source](https://github.com/SnailSploit/Claude-Red/tree/aeb41ec/Skills/utility/offensive-reporting) |
+
+## 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 |
+|---|---|---|---|
+| `harness-writing` | core | Techniques for writing effective fuzzing harnesses across languages. Use when creating new fuzz targets or improving existing harness code. | [source](https://github.com/trailofbits/skills/tree/cfe5d7b/plugins/testing-handbook-skills/skills/harness-writing) |
+| `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) |
+| `tdd-workflow` | core | Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/tdd-workflow) |
+
+## 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) |
+| `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) |
+| `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) |
+| `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 +1,71 @@
+# Market evidence report — foreign-correspondent
+
+Source: **12 real job ads** (JSearch API, countries: us 9, gb 3), extracted into the MSSQL evidence store; as of 2026-07-12.
+This report contains extracted, aggregated facts only — no ad text is
+reproduced (copyright / platform terms).
+
+## Seniority distribution
+
+| Seniority | Ads | Share |
+|---|---|---|
+| mid | 8 | 67 % |
+| senior | 3 | 25 % |
+| junior | 1 | 8 % |
+
+## Tools — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Hard skills — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+| 1 | journalism | 5 | 42 % |
+| 2 | reporting | 4 | 33 % |
+| 3 | writing | 3 | 25 % |
+
+## Methods — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Responsibilities — full market ranking
+
+| # | Item | Ads | Share |
+|---|---|---|---|
+
+## Regional breakdown
+
+> **Corpus note:** 12 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** — 9 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
+
+### UK (gb)
+
+**Insufficient evidence** — 3 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 |
+|---|---|
+| International Correspondent | 2 |
+| China Correspondent | 1 |
+| Correspondent – Washington, D.C. | 1 |
+| Correspondent (Russia) | 1 |
+| International Investigations Correspondent | 1 |
+| International Investigative Correspondent | 1 |
+| Pentagon & Global Affairs Correspondent | 1 |
+| Senior Correspondent – Washington, D.C. | 1 |
+| Senior News Correspondent at CBN Brand Washington DC | 1 |
+| Southeast Asia Bureau Chief | 1 |
+| West Africa Correspondent | 1 |
+
+Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.
--- a/references/profile.md
+++ b/references/profile.md
@@ -0,0 +1,23 @@
+# Occupation profile — foreign correspondent
+
+- **ESCO URI:** http://data.europa.eu/esco/occupation/4cc98057-8ed5-4b45-855b-7a67bc2e5bae
+- **ESCO code:** 2642.1.11
+- **ISCO-08 group:** 2642 — Journalists
+- **O*NET-SOC:** 27-3023.00 — News Analysts, Reporters, and Journalists (match: closeMatch)
+
+## Description (ESCO)
+
+Foreign correspondents research and write news stories of international importance for newspapers, journals, magazines, radio, television and other media. They are stationed in a foreign country.
+
+## Definition
+
+nan
+
+## Alternative labels
+
+- foreign news correspondent
+- on-the-scene reporter
+- international correspondent
+- foreign reporter
+- foreign affairs correspondent
+- foreign journalist
--- a/references/skills.md
+++ b/references/skills.md
@@ -0,0 +1,82 @@
+# Competences — foreign correspondent
+
+Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/4cc98057-8ed5-4b45-855b-7a67bc2e5bae).
+
+## 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)
+- **observe new developments in foreign countries** (skill/competence)
+- **participate in editorial meetings** (skill/competence)
+- **provide context to news stories** (skill/competence)
+- **rhetoric** (knowledge)
+- **show intercultural awareness** (skill/competence)
+- **speak different languages** (skill/competence)
+- **spelling** (knowledge)
+- **stay up to date with social media** (skill/competence)
+- **study cultures** (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)
+- apply desktop publishing techniques (skill/competence)
+- check correctness of information (skill/competence)
+- communicate by telephone (skill/competence)
+- create online news content (skill/competence)
+- desktop publishing (knowledge)
+- do historical research (skill/competence)
+- document interviews (skill/competence)
+- follow directions of on-site director (skill/competence)
+- ICT software specifications (knowledge)
+- manage personal finances (skill/competence)
+- manage writing administration (skill/competence)
+- multimedia systems (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)
+- rewrite articles (skill/competence)
+- write captions (skill/competence)
+- write headlines (skill/competence)
+
+<!-- market-evidence -->
+
+## Market evidence (job-ad analysis, 12 ads, as of 2026-07-12)
+
+Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
+
+### Hard skills
+
+- journalism — **42 %**
+- reporting — **33 %**
+- writing — **25 %**
+- research — **17 %**
+- source confirmation — **17 %**
+- contract analysis — **17 %**
+- editing — **17 %**
+- information gathering — **17 %**
+
+### Responsibilities
+
+- coverage coordination — **17 %**
+- reporting — **17 %**
+- content creation — **17 %**
+
+<!-- market-evidence -->
--- a/references/tasks.md
+++ b/references/tasks.md
@@ -0,0 +1,54 @@
+# Tasks & work activities — foreign correspondent
+
+Source: O*NET 30.3, occupation 27-3023.00 (News Analysts, Reporters, and Journalists).
+
+## Task statements
+
+- **[Core]** Write commentaries, columns, or scripts, using computers.
+- **[Core]** Coordinate and serve as an anchor on news broadcast programs.
+- **[Core]** Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.
+- **[Core]** Analyze and interpret news and information received from various sources to broadcast the information.
+- **[Core]** Receive assignments or evaluate leads or tips to develop story ideas.
+- **[Core]** Research a story's background information to provide complete and accurate information.
+- **[Core]** Arrange interviews with people who can provide information about a story.
+- **[Core]** Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.
+- **[Core]** Select material most pertinent to presentation, and organize this material into appropriate formats.
+- **[Core]** Present news stories, and introduce in-depth videotaped segments or live transmissions from on-the-scene reporters.
+- **[Core]** Establish and maintain relationships with individuals who are credible sources of information.
+- **[Core]** Report news stories for publication or broadcast, describing the background and details of events.
+- **[Core]** Revise work to meet editorial approval or to fit time or space requirements.
+- **[Core]** Review and evaluate notes taken about news events to isolate pertinent facts and details.
+- **[Core]** Investigate breaking news developments, such as disasters, crimes, or human-interest stories.
+- **[Core]** Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.
+- **[Core]** Report on specialized fields such as medicine, green technology, environmental issues, science, politics, sports, arts, consumer affairs, business, religion, crime, or education.
+- **[Core]** Determine a published or broadcasted story's emphasis, length, and format, organizing material accordingly.
+- **[Core]** Transmit news stories or reporting information from remote locations, using equipment such as satellite phones, telephones, fax machines, or modems.
+- **[Core]** Check reference materials, such as books, news files, or public records, to obtain relevant facts.
+- **[Core]** Discuss issues with editors to establish priorities or positions.
+- **[Core]** Photograph or videotape news events.
+- **[Core]** Present live or recorded commentary via broadcast media.
+- **[Core]** Take pictures or video, and process them for inclusion in a story.
+- **[Core]** Conduct taped or filmed interviews or narratives.
+- **[Core]** Develop ideas or material for columns or commentaries by analyzing and interpreting news, current issues, or personal experiences.
+- **[Core]** Communicate with readers, viewers, advertisers, or the general public via mail, email, or telephone.
+- **[Core]** Write online blog entries that address news developments or offer additional information, opinions, or commentary on news events.
+- **[Core]** Assign stories to other reporters or duties to production staff.
+- **[Core]** Write columns, editorials, commentaries, or reviews that interpret events or offer opinions.
+
+## Detailed work activities
+
+- Analyze information obtained from news sources.
+- Coordinate logistics for productions or events.
+- Coordinate reporting or editing activities.
+- Correspond with customers to answer questions or resolve complaints.
+- Determine presentation subjects or content.
+- Develop professional relationships or networks.
+- Edit written materials.
+- Gather information for news stories.
+- Inform viewers, listeners, or audiences.
+- Interview others for news or entertainment purposes.
+- Monitor current trends.
+- Operate communications, transmissions, or broadcasting equipment.
+- Operate still or video cameras or related equipment.
+- Report news to the public.
+- Write informational material.
--- a/references/tools.md
+++ b/references/tools.md
@@ -0,0 +1,47 @@
+# Tools & technology — foreign correspondent
+
+Source: O*NET 30.3 'Software Skills' for 27-3023.00.
+
+| Software | Category | Hot technology |
+|---|---|---|
+| IBM SPSS Statistics | Analytical or scientific software | yes |
+| Microsoft Access | Data base user interface and query software | yes |
+| Microsoft SQL Server | Data base user interface and query software | yes |
+| Adobe InDesign | Desktop publishing software | yes |
+| Microsoft Outlook | Electronic mail software | yes |
+| Adobe Photoshop | Graphics or photo imaging software | yes |
+| Microsoft Office software | Office suite software | yes |
+| Microsoft PowerPoint | Presentation software | yes |
+| Microsoft Excel | Spreadsheet software | yes |
+| Adobe After Effects | Video creation and editing software | yes |
+| Facebook | Web page creation and editing software | yes |
+| WordPress | Web page creation and editing software | yes |
+| Hypertext markup language HTML | Web platform development software | yes |
+| Microsoft Word | Word processing software | yes |
+| Nielsen Arianna | Analytical or scientific software |  |
+| Nielsen Marketbreaks | Analytical or scientific software |  |
+| Statistical analysis software | Analytical or scientific software |  |
+| FileMaker Pro | Data base user interface and query software |  |
+| Online databases | Data base user interface and query software |  |
+| Statistics databases | Data base user interface and query software |  |
+| Microsoft Publisher | Desktop publishing software |  |
+| QuarkXPress | Desktop publishing software |  |
+| RCS NexGen Digital | Facilities management software |  |
+| ESRI ArcView | Geographic information system |  |
+| LexisNexis | Information retrieval or search software |  |
+| Snapchat | Instant messaging software |  |
+| Twitter | Instant messaging software |  |
+| Web browser software | Internet browser software |  |
+| Mapping software | Map creation software |  |
+| Audion Laboratories VoxPro | Music or sound editing software |  |
+| Avid Technology Pro Tools | Music or sound editing software |  |
+| Microsoft Visual FoxPro | Object oriented data base management software |  |
+| Desktop Technologies NewsBoss | Project management software |  |
+| Adobe Premiere Pro | Video creation and editing software |  |
+| Apple Final Cut Pro | Video creation and editing software |  |
+| Grass Valley EDIUS | Video creation and editing software |  |
+| Video editing software | Video creation and editing software |  |
+| YouTube | Video creation and editing software |  |
+| Social media sites | Web page creation and editing software |  |
+| Social media software | Web page creation and editing software |  |
+| Web content management system CMS software | Web page creation and editing software |  |