From 640ecc69921f9b691671b3251c9084ec8a284104 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:42:10 +0200 Subject: [PATCH] feat: columnist skill package v0.1.0 --- PROVENANCE.md | 31 +++ SKILL.md | 67 +++++++ manifest.json | 322 +++++++++++++++++++++++++++++ references/ai-skills.md | 434 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 142 +++++++++++++ references/profile.md | 25 +++ references/skills.md | 77 +++++++ references/tasks.md | 38 ++++ references/tools.md | 58 ++++++ 9 files changed, 1194 insertions(+) create mode 100644 PROVENANCE.md create mode 100644 SKILL.md create mode 100644 manifest.json create mode 100644 references/ai-skills.md create mode 100644 references/market.md create mode 100644 references/profile.md create mode 100644 references/skills.md create mode 100644 references/tasks.md create mode 100644 references/tools.md diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..1f11528 --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — columnist + +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 — columnist + "ESCO (occupation & competences)" : 46 + "O*NET (tasks & tools)" : 69 + "Job boards (market evidence)" : 97 + "Anthropic official Claude skills" : 6 + "External AI skill packs (mapped)" : 200 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 46 | 11.0 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 69 | 16.5 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 97 | 23.2 % | references/market.md (full report) + "Market evidence" headline sections | +| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ | +| Anthropic official Claude skills | 6 | 1.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 200 | 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). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..49b40ca --- /dev/null +++ b/SKILL.md @@ -0,0 +1,67 @@ +--- +name: columnist +description: "Occupational skill for the role 'columnist' (also: commentator, political columnist, gossip columnist, editorial opinion columnist, humor columnist, food columnist). Use when the user asks for typical columnist work such as: typical columnist responsibilities" +--- + +# Columnist + +Columnists research and write opinion pieces about new events for newspapers, journals, magazines and other media. They have an area of interest and can be recognised by their writing style. + +## Core workflow + + +## How to use this skill + +- Read [references/profile.md](references/profile.md) for the occupation profile and scope. +- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory. +- Check [references/skills.md](references/skills.md) for essential vs. optional competences. +- Check [references/tools.md](references/tools.md) for the software commonly used in this role. +- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution). + +## Key competences (essential) + +- apply grammar and spelling rules +- build contacts to maintain news flow +- consult information sources +- copyright legislation +- develop professional network +- digital journalism +- editorial standards +- evaluate writings in response to feedback +- follow ethical code of conduct of journalists +- follow the news +- grammar +- participate in editorial meetings +- present arguments persuasively +- rhetoric +- spelling + +## Hot technologies + +- Adobe Acrobat +- IBM SPSS Statistics +- Microsoft Access +- Microsoft Active Server Pages ASP +- Microsoft Excel +- Microsoft Office software +- Microsoft Outlook +- Microsoft PowerPoint +- Microsoft SharePoint +- Microsoft Visio + + + + +## Hot technologies + +Top tools from 41 gated job ads (see references/market.md, as of 2026-07-10): + +- Slack — 39 % +- WordPress — 39 % +- Instagram — 7 % +- TikTok — 7 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/b866b3bb-3dbd-4b3d-9a53-9ec15f43ca2f), O*NET 30.3 (19-3094.00, manual nearest match). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..ec67305 --- /dev/null +++ b/manifest.json @@ -0,0 +1,322 @@ +{ + "name": "columnist", + "title": "columnist", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/b866b3bb-3dbd-4b3d-9a53-9ec15f43ca2f", + "esco_code": "2642.1.4", + "isco_group": "2642", + "onet_soc": "19-3094.00", + "crosswalk_match": "manual nearest via ISCO 2642 (Political Scientists)" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download", + "counts": { + "tasks": 0, + "dwas": 0, + "skills_essential": 20, + "skills_optional": 25, + "software": 0 + }, + "enrichment_ai_skills": { + "generated": "2026-07-14", + "method": "deterministic mapping (ISCO prefix + title/competence keywords)", + "sources": { + "anthropics/skills": { + "repo": "https://github.com/anthropics/skills", + "commit": "f6656c1", + "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder", + "skills": 3 + }, + "coreyhaines31/marketingskills": { + "repo": "https://github.com/coreyhaines31/marketingskills", + "commit": "33218ff", + "license": "MIT", + "skills": 4 + }, + "mohitagw15856/pm-claude-skills": { + "repo": "https://github.com/mohitagw15856/pm-claude-skills", + "commit": "876fa30", + "license": "MIT", + "skills": 5 + }, + "oliver-kriska/claude-elixir-phoenix": { + "repo": "https://github.com/oliver-kriska/claude-elixir-phoenix", + "commit": "d6b21b5", + "license": "MIT", + "skills": 1 + }, + "affaan-m/everything-claude-code": { + "repo": "https://github.com/affaan-m/everything-claude-code", + "commit": "ed38744", + "license": "MIT", + "skills": 2 + }, + "davila7/claude-code-templates": { + "repo": "https://github.com/davila7/claude-code-templates", + "commit": "fa79251", + "license": "MIT", + "skills": 4 + }, + "a5c-ai/babysitter": { + "repo": "https://github.com/a5c-ai/babysitter", + "commit": "44a5d58b", + "license": "MIT", + "skills": 4 + }, + "Eronred/aso-skills": { + "repo": "https://github.com/Eronred/aso-skills", + "commit": "e2a7c45", + "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 + }, + "brycewang-stanford/Auto-Empirical-Research-Skills": { + "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", + "commit": "85bf545", + "license": "CC-BY-4.0", + "skills": 6 + }, + "alirezarezvani/claude-skills": { + "repo": "https://github.com/alirezarezvani/claude-skills", + "commit": "0241f43", + "license": "MIT", + "skills": 1 + }, + "jezweb/claude-skills": { + "repo": "https://github.com/jezweb/claude-skills", + "commit": "e875a6b", + "license": "MIT", + "skills": 5 + }, + "AgriciDaniel/claude-blog": { + "repo": "https://github.com/AgriciDaniel/claude-blog", + "commit": "49842ea", + "license": "MIT", + "skills": 1 + }, + "infrasity-labs/dev-gtm-claude-skills": { + "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills", + "commit": "02cfefb", + "license": "MIT", + "skills": 2 + }, + "foryourhealth111-pixel/Vibe-Skills": { + "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills", + "commit": "34429a8", + "license": "Apache-2.0", + "skills": 4 + }, + "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 + }, + "NVIDIA/SkillSpector": { + "repo": "https://github.com/NVIDIA/SkillSpector", + "commit": "36cb67d", + "license": "Apache-2.0", + "skills": 1 + }, + "syahiidkamil/Software-Engineer-AI-Agent-Atlas": { + "repo": "https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas", + "commit": "fc0bf11", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "trailofbits/skills": { + "repo": "https://github.com/trailofbits/skills", + "commit": "cfe5d7b", + "license": "custom (see upstream LICENSE)", + "skills": 2 + }, + "JasonColapietro/suede-creator-skills": { + "repo": "https://github.com/JasonColapietro/suede-creator-skills", + "commit": "0dc2aef", + "license": "MIT", + "skills": 2 + }, + "codeaholicguy/ai-devkit": { + "repo": "https://github.com/codeaholicguy/ai-devkit", + "commit": "c037861", + "license": "no explicit license \u2014 referenced by link only", + "skills": 1 + }, + "ohad6k/emulo": { + "repo": "https://github.com/ohad6k/emulo", + "commit": "ee8afe0", + "license": "MIT", + "skills": 2 + }, + "NeoLabHQ/context-engineering-kit": { + "repo": "https://github.com/NeoLabHQ/context-engineering-kit", + "commit": "e61511b", + "license": "GPL", + "skills": 1 + }, + "inhouseseo/superseo-skills": { + "repo": "https://github.com/inhouseseo/superseo-skills", + "commit": "0d8b6fc", + "license": "Apache-2.0", + "skills": 2 + }, + "DheerG/swarms": { + "repo": "https://github.com/DheerG/swarms", + "commit": "617900e", + "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 + }, + "jeremylongshore/claude-code-plugins-plus-skills": { + "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills", + "commit": "e112938a", + "license": "MIT", + "skills": 1 + }, + "luongnv89/claude-howto": { + "repo": "https://github.com/luongnv89/claude-howto", + "commit": "a645ffe", + "license": "MIT", + "skills": 1 + }, + "automazeio/ccpm": { + "repo": "https://github.com/automazeio/ccpm", + "commit": "7d7e462", + "license": "MIT", + "skills": 1 + }, + "CloudAI-X/claude-workflow-v2": { + "repo": "https://github.com/CloudAI-X/claude-workflow-v2", + "commit": "4c242af", + "license": "MIT", + "skills": 1 + }, + "rampstackco/claude-skills": { + "repo": "https://github.com/rampstackco/claude-skills", + "commit": "bc6d961", + "license": "MIT", + "skills": 2 + }, + "eduardo-sl/go-agent-skills": { + "repo": "https://github.com/eduardo-sl/go-agent-skills", + "commit": "3c45d7f", + "license": "MIT", + "skills": 1 + }, + "samber/cc-skills-golang": { + "repo": "https://github.com/samber/cc-skills-golang", + "commit": "4881c01", + "license": "MIT", + "skills": 1 + }, + "sametbrr/llm-wiki-manager": { + "repo": "https://github.com/sametbrr/llm-wiki-manager", + "commit": "cc0cc33", + "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": 3 + }, + "K-Dense-AI/scientific-agent-skills": { + "repo": "https://github.com/K-Dense-AI/scientific-agent-skills", + "commit": "4d97e29", + "license": "MIT", + "skills": 3 + }, + "evalstate/fast-agent": { + "repo": "https://github.com/evalstate/fast-agent", + "commit": "b8f1c32", + "license": "Apache-2.0", + "skills": 1 + }, + "pedrohcgs/claude-code-my-workflow": { + "repo": "https://github.com/pedrohcgs/claude-code-my-workflow", + "commit": "be53c12", + "license": "MIT", + "skills": 1 + }, + "talkstream/ru-text": { + "repo": "https://github.com/talkstream/ru-text", + "commit": "bbab21f", + "license": "MIT", + "skills": 1 + }, + "AvdLee/SwiftUI-Agent-Skill": { + "repo": "https://github.com/AvdLee/SwiftUI-Agent-Skill", + "commit": "f06d143", + "license": "MIT", + "skills": 1 + } + }, + "total_skills": 80, + "tiers": { + "core": 73, + "adjacent": 7 + } + }, + "provenance": { + "items": { + "esco": 46, + "onet": 69, + "jobads": 97, + "wiki_ai": 0, + "anthropic": 6, + "ai_skills": 200, + "stackx": 0 + }, + "share_percent": { + "esco": 11.0, + "onet": 16.5, + "jobads": 23.2, + "wiki_ai": 0.0, + "anthropic": 1.4, + "ai_skills": 47.8, + "stackx": 0.0 + }, + "method": "content items per source category" + }, + "collar": "white", + "computer_work": true +} \ No newline at end of file diff --git a/references/ai-skills.md b/references/ai-skills.md new file mode 100644 index 0000000..24294f9 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,434 @@ +# External AI agent skills — columnist + +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 | +|---|---|---|---| +| `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) | +| `grant-proposal-writing` | core | Develop compelling funding proposals for foundations, government agencies, and corporations including narrative development, budget creation, and compliance documentation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/grant-proposal-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: 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) | +| `article-writing` | core | Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/.agents/skills/article-writing) | + +## 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` | 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) | + +## 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 | +|---|---|---|---| +| `video-content-strategist` | core | Use when planning video content strategy, writing video scripts, optimizing YouTube channels, building short-form video pipelines (Reels, TikTok, Shorts), or repurposing long-form content into video. Triggers: 'start a YouTube channel', … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/marketing-skill/video-content-strategist/skills/video-content-strategist) | + +## 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: automazeio/ccpm + +- Repository: [https://github.com/automazeio/ccpm](https://github.com/automazeio/ccpm) (commit `7d7e462`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `ccpm` | core | CCPM - spec-driven project management: PRD → Epic → GitHub Issues → parallel agents → shipped code. Use this skill for anything in the software delivery lifecycle: writing a PRD ('write a PRD for X', 'let's plan X', 'scope this out'), … | [source](https://github.com/automazeio/ccpm/tree/7d7e462/skill/ccpm) | + +## Source: AvdLee/SwiftUI-Agent-Skill + +- Repository: [https://github.com/AvdLee/SwiftUI-Agent-Skill](https://github.com/AvdLee/SwiftUI-Agent-Skill) (commit `f06d143`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `swiftui-expert-skill` | core | Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state management and `@Observable` data flow, view composition and invalidation/performance, lists and `ForEach` identity, environment usage, … | [source](https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/f06d143/swiftui-expert-skill) | + +## 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) | +| `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) | +| `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) | +| `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) | +| `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: CloudAI-X/claude-workflow-v2 + +- Repository: [https://github.com/CloudAI-X/claude-workflow-v2](https://github.com/CloudAI-X/claude-workflow-v2) (commit `4c242af`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `convex-backend` | core | Convex backend development guidelines. Use when writing Convex functions, schemas, queries, mutations, actions, or any backend code in a Convex project. Triggers on tasks involving Convex database operations, real-time subscriptions, file … | [source](https://github.com/CloudAI-X/claude-workflow-v2/tree/4c242af/skills/convex-backend) | + +## 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) | +| `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) | +| `gmod-addon-maker` | core | A tool for creating and managing Garry's Mod addons, including Lua scripting, content creation, and addon packaging. Use when: developing new addons, writing Lua scripts for GMod, organizing addon files, or when user mentions Garry's Mod, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/gmod-addon-maker) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/pydicom) | + +## 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) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/34429a8/bundled/skills/pydicom) | +| `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) | + +## 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` | 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) | +| `social-media-posts` | core | Create platform-specific social media posts for LinkedIn, Facebook, Instagram, and Reddit. Handles character limits, hashtag strategies, hook placement, and image specs per platform. Works from scratch, from existing content (blog, … | [source](https://github.com/infrasity-labs/dev-gtm-claude-skills/tree/02cfefb/.claude/skills/social-media-posts) | + +## 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: JasonColapietro/suede-creator-skills + +- Repository: [https://github.com/JasonColapietro/suede-creator-skills](https://github.com/JasonColapietro/suede-creator-skills) (commit `0dc2aef`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `suede-deslop` | core | Strip AI writing patterns from prose before anything goes public. Em dashes, filler openers, manufactured enthusiasm, false agency, passive voice, formulaic structures, all of it. Use when copy, a README, an email, a social post, or a doc … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-deslop) | +| `suede-competitors` | core | Suede-owned comparison-page discipline for honest alternative, versus, and competitor-comparison content that serves evaluators and search intent. Use when planning or writing a public page that positions products against named … | [source](https://github.com/JasonColapietro/suede-creator-skills/tree/0dc2aef/skills/suede-competitors) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | +| `social-media-posts` | core | Create platform-specific social media posts for LinkedIn, Facebook, Instagram, and Reddit. Handles character limits, hashtag strategies, hook placement, and image specs per platform. Works from scratch, from existing content (blog, … | [source](https://github.com/jezweb/claude-skills/tree/e875a6b/plugins/social-media/skills/social-media-posts) | + +## 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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/pydicom) | +| `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) | + +## 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) | +| `pydicom` | core | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/pydicom) | +| `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) | + +## Source: luongnv89/claude-howto + +- Repository: [https://github.com/luongnv89/claude-howto](https://github.com/luongnv89/claude-howto) (commit `a645ffe`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `brand-voice-consistency` | core | Ensure all communication matches brand voice and tone guidelines. Use when creating marketing copy, customer communications, public-facing content, or when users mention brand voice, tone, or writing style. | [source](https://github.com/luongnv89/claude-howto/tree/a645ffe/03-skills/brand-voice) | + +## 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-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) | +| `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) | +| `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) | + +## 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: NVIDIA/SkillSpector + +- Repository: [https://github.com/NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) (commit `36cb67d`, retrieved 2026-07-14) +- License: Apache-2.0 + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `creative-writing-coach` | core | Helps users with creative writing and storytelling | [source](https://github.com/NVIDIA/SkillSpector/tree/36cb67d/tests/fixtures/ssd/ssd2_novel_phrasing) | + +## Source: ohad6k/emulo + +- Repository: [https://github.com/ohad6k/emulo](https://github.com/ohad6k/emulo) (commit `ee8afe0`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `write` | core | Use for marketing, social, replies, product copy, launch copy, and writing in the user's voice when their Emulo writing profile should guide the task. Do not use for unrelated execution or UI/UX design alone. | [source](https://github.com/ohad6k/emulo/tree/ee8afe0/skills/write) | +| `design` | core | Use for UI, UX, visual hierarchy, frontend-design judgment, references, redesigns, and design critique when the user's Emulo taste should guide the task. Do not use for unrelated execution or marketing/social writing alone. | [source](https://github.com/ohad6k/emulo/tree/ee8afe0/skills/design) | + +## 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: 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 | +|---|---|---|---| +| `experiment-design` | core | A discipline for designing experiments (A/B tests, multivariate, holdouts) so the results actually answer the question you asked. Hypothesis writing, sample size, duration, segment analysis, interpretation, decision-making, and the common … | [source](https://github.com/rampstackco/claude-skills/tree/bc6d961/skills/experiment-design) | +| `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: samber/cc-skills-golang + +- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `golang-security` | core | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) | + +## Source: 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: syahiidkamil/Software-Engineer-AI-Agent-Atlas + +- Repository: [https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas](https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas) (commit `fc0bf11`, retrieved 2026-07-14) +- License: no explicit license — referenced by link only + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `human-writing` | core | Write content in any language indistinguishable from a skilled human writer. Avoids AI-sounding phrases, varies sentence structure, creates natural prose. Detects target language and loads language-specific AI-tells, register, and … | [source](https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas/tree/fc0bf11/.claude/skills/human-writing) | + +## 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) | +| `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) | + +## 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) | +| `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) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..07cb67a --- /dev/null +++ b/references/market.md @@ -0,0 +1,142 @@ +# Market evidence report — columnist + +Source: **41 real job ads** (JSearch API, countries: us 41), extracted into the MSSQL evidence store; as of 2026-07-10. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| n/a | 24 | 59 % | +| mid | 15 | 37 % | +| junior | 2 | 5 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Slack | 16 | 39 % | +| 2 | WordPress | 16 | 39 % | +| 3 | Instagram | 3 | 7 % | +| 4 | TikTok | 3 | 7 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | creative writing | 18 | 44 % | +| 2 | content generation | 16 | 39 % | +| 3 | time management | 14 | 34 % | +| 4 | writing | 12 | 29 % | +| 5 | source development | 9 | 22 % | +| 6 | journalism | 5 | 12 % | +| 7 | reporting | 5 | 12 % | +| 8 | storytelling | 5 | 12 % | +| 9 | editing | 4 | 10 % | +| 10 | interviewing | 4 | 10 % | +| 11 | data analysis | 3 | 7 % | +| 12 | enterprise journalism | 3 | 7 % | +| 13 | essay writing | 3 | 7 % | +| 14 | opinion journalism | 3 | 7 % | +| 15 | public policy analysis | 3 | 7 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | accountability journalism | 3 | 7 % | +| 2 | digital storytelling | 3 | 7 % | +| 3 | multimedia storytelling | 3 | 7 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | draft submission | 19 | 46 % | +| 2 | communication with managers | 15 | 37 % | +| 3 | deadline adherence | 15 | 37 % | +| 4 | revision fulfillment | 15 | 37 % | +| 5 | training completion | 6 | 15 % | +| 6 | column writing | 5 | 12 % | +| 7 | audience engagement | 4 | 10 % | +| 8 | opinion column writing | 4 | 10 % | +| 9 | column production | 3 | 7 % | +| 10 | editor communication | 3 | 7 % | + +## Regional breakdown + +> **Corpus note:** 41 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +41 ads. + +**Top hard skills:** + +- creative writing — 44 % (18 ads) +- content generation — 39 % (16 ads) +- time management — 34 % (14 ads) +- writing — 29 % (12 ads) +- source development — 22 % (9 ads) +- journalism — 12 % (5 ads) +- reporting — 12 % (5 ads) +- storytelling — 12 % (5 ads) +- editing — 10 % (4 ads) +- interviewing — 10 % (4 ads) + +**Top tools:** + +- Slack — 39 % (16 ads) +- WordPress — 39 % (16 ads) +- Instagram — 7 % (3 ads) +- TikTok — 7 % (3 ads) +- ChatGPT — 5 % (2 ads) +- Daybook — 5 % (2 ads) +- Facebook — 5 % (2 ads) +- Gemini — 5 % (2 ads) +- Google Analytics — 5 % (2 ads) +- NotebookLM — 5 % (2 ads) + +**Seniority:** n/a 59 % · mid 37 % · junior 5 % + +### 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 | +|---|---| +| Opinion Columnist | 3 | +| Political Columnist | 3 | +| Myelofibrosis Community Columnist — Story | 2 | +| Climate Lab Reporter/Columnist | 1 | +| Democratic Political Commentator Intern | 1 | +| Digital Columnist | 1 | +| Dravet Syndrome News Columnist Job at BioNews Services in New York | 1 | +| Emerging Political Columnist Local Insights & Impact | 1 | +| Fox News Media is hiring: Writer, Politics in Washington | 1 | +| Freelance Columnist | 1 | +| Impactful Local & State Opinion Columnist | 1 | +| Michigan Politics Columnist - Conservative Voice & Insight | 1 | +| Myelofibrosis Community Columnist Share Your Story | 1 | +| Opinion Journalist | 1 | +| Opinions Columnist | 1 | +| Political Opinion Columnist | 1 | +| Porphyria News Columnist | 1 | +| Porphyria News Columnist 14 | 1 | +| Porphyria News Columnist 15 | 1 | +| Porphyria News Columnist 19 | 1 | +| Porphyria News Columnist 26 | 1 | +| Porphyria News Columnist 28 | 1 | +| Porphyria News Columnist 30 | 1 | +| Porphyria News Columnist 41 | 1 | +| Porphyria News Columnist 44 | 1 | + +Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold. diff --git a/references/profile.md b/references/profile.md new file mode 100644 index 0000000..e9eb1f8 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,25 @@ +# Occupation profile — columnist + +- **ESCO URI:** http://data.europa.eu/esco/occupation/b866b3bb-3dbd-4b3d-9a53-9ec15f43ca2f +- **ESCO code:** 2642.1.4 +- **ISCO-08 group:** 2642 — Journalists + +## Description (ESCO) + +Columnists research and write opinion pieces about new events for newspapers, journals, magazines and other media. They have an area of interest and can be recognised by their writing style. + +## Definition + +nan + +## Alternative labels + +- commentator +- political columnist +- gossip columnist +- editorial opinion columnist +- humor columnist +- food columnist +- advice columnist +- senior columnist +- magazine journalist diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..fbbc576 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,77 @@ +# Competences — columnist + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/b866b3bb-3dbd-4b3d-9a53-9ec15f43ca2f). + +## 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) +- **digital journalism** (knowledge) +- **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) +- **participate in editorial meetings** (skill/competence) +- **present arguments persuasively** (skill/competence) +- **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 type of media (skill/competence) +- apply desktop publishing techniques (skill/competence) +- check correctness of information (skill/competence) +- create online news content (skill/competence) +- desktop publishing (knowledge) +- document interviews (skill/competence) +- economics (knowledge) +- ensure consistency of published articles (skill/competence) +- follow newspaper house style (skill/competence) +- ICT software specifications (knowledge) +- interview people (skill/competence) +- interview techniques (knowledge) +- manage personal finances (skill/competence) +- manage writing administration (skill/competence) +- multimedia systems (knowledge) +- political parties (knowledge) +- political science (knowledge) +- press law (knowledge) +- promote one's writings (skill/competence) +- proofread text (skill/competence) +- provide written content (skill/competence) +- rewrite articles (skill/competence) +- stock market (knowledge) +- write captions (skill/competence) +- write headlines (skill/competence) + + + +## Market evidence (job-ad analysis, 41 ads, as of 2026-07-10) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- creative writing — **44 %** +- content generation — **39 %** +- time management — **34 %** +- writing — **29 %** +- source development — **22 %** + +### Responsibilities + +- draft submission — **46 %** +- revision fulfillment — **37 %** +- communication with managers — **37 %** +- deadline adherence — **37 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..1549e10 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,38 @@ +# Tasks & work activities — columnist + +Source: O*NET 30.3, occupation 19-3094.00 (Political Scientists) — manual nearest-occupation mapping via ISCO group 2642; the official ESCO crosswalk has no entry for this ESCO occupation. + +## 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. +- **[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. +- **[Core]** Forecast political, economic, and social trends. +- **[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. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..9f476a6 --- /dev/null +++ b/references/tools.md @@ -0,0 +1,58 @@ +# Tools & technology — columnist + +Source: O*NET 30.3, occupation 19-3094.00 (Political Scientists) — manual nearest-occupation mapping via ISCO group 2642; the official ESCO crosswalk has no entry for this ESCO occupation. + +| Software | Category | Hot technology | +|---|---|---| +| Adobe Acrobat | Document management software | yes | +| IBM SPSS Statistics | Analytical or scientific software | yes | +| Microsoft Access | Data base user interface and query software | yes | +| Microsoft Active Server Pages ASP | Web platform development software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft SharePoint | Document management software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Microsoft Word | Word processing software | yes | +| Python | Object or component oriented development software | yes | +| R | Object or component oriented development software | yes | +| SAP software | Enterprise resource planning ERP software | yes | +| SAS | Analytical or scientific software | yes | +| Tableau | Business intelligence and data analysis software | yes | +| Bare Bones Software BBEdit | Data base management system software | | +| CQ Press Political Reference Suite | Data base user interface and query software | | +| Data visualization software | Analytical or scientific software | | +| DataMystic TextPipe Pro | Analytical or scientific software | | +| EBSCO Publishing Academic Search Premier | Information retrieval or search software | | +| EBSCO Publishing Political Science Complete | Information retrieval or search software | | +| Email software | Electronic mail software | | +| Europa World Plus | Information retrieval or search software | | +| FedStats | Data base user interface and query software | | +| Gale Expanded Academic ASAP PLUS | Information retrieval or search software | | +| IDM Computer Solutions UltraEdit | Data base management system software | | +| Interuniversity Consortium for Political and Social Research (ICPSR) database | Data base user interface and query software | | +| JSTOR database | Information retrieval or search software | | +| JudgeIt II | Analytical or scientific software | | +| Library of Congress E-resources Online Catalog | Data base user interface and query software | | +| Microsoft Publisher | Desktop publishing 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 | | +| StataCorp Stata | Analytical or scientific software | | +| Structure query language SQL | Data base user interface and query software | | +| WinBUGS | Analytical or scientific software | | + + + +## Market evidence (job-ad analysis, 41 ads, as of 2026-07-10) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Tools + +- Slack — **39 %** +- WordPress — **39 %** + +