External AI agent skills — crime-journalist
Proven, publicly available AI agent skills mapped to this occupation.
Nothing is copied from the sources: every entry is a name, a one-line
summary and a link to the upstream skill package. Each section names
its source repository, commit, license and retrieval date.
Tiers: core = the skill directly exercises a top market hard
skill, tool or method (from gated job-ad evidence) or an essential
ESCO competence of this occupation; adjacent =
plausibly useful, secondary. Entries are capped at 12 per source
and 80 in total per occupation (core first,
strongest matches survive); everything beyond the caps is excluded
and logged in the pipeline audit trail, not in this package.
Matched deterministically (ISCO group + title/competence keywords,
tiered against market evidence + ESCO essentials) by
pipeline/p5_enrich_ai_skills.py on 2026-07-14.
Source: anthropics/skills
- Repository: https://github.com/anthropics/skills (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 |
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 |
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 |
Source: 0xwilliamortiz/claude-red
| 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 |
Source: a5c-ai/babysitter
| 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 |
interpretive-writing |
core |
Create accessible interpretive content for diverse audiences including labels, wall text, catalog essays, educational materials, and digital content |
source |
ap-style-writing |
core |
AP style compliance, grammar checking, and PR writing assistance |
source |
lyric-writing |
core |
Write complete song lyrics with structural annotations and production notes optimized for AI music generation platforms like Suno and Udio |
source |
test-driven-development |
core |
Use when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle. |
source |
Source: affaan-m/everything-claude-code
| 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 |
search-first |
core |
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing solutions before implementing" approach. Use when starting new features or adding … |
source |
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 |
Source: AgriciDaniel/claude-blog
| 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 |
Source: alirezarezvani/claude-skills
| Skill |
Tier |
What it adds |
Upstream |
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 |
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 |
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 |
tdd-guide |
core |
Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write … |
source |
Source: anbeime/skill
| 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 |
Source: automazeio/ccpm
| 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 |
Source: bitwize-music-studio/claude-ai-music-skills
| 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 |
Source: brycewang-stanford/Auto-Empirical-Research-Skills
| Skill |
Tier |
What it adds |
Upstream |
scientific-writing-guide |
core |
Curated tools and techniques for scientific writing beyond LaTeX |
source |
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 |
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 |
g6 |
core |
VS-Enhanced Academic Style Humanizer - Transforms writing patterns to achieve authentic scholarly voice Applies transformations from G5 analysis to create natural academic prose Use when: improving AI-assisted writing quality, preparing … |
source |
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 |
Source: codeaholicguy/ai-devkit
| 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 |
Source: davepoon/buildwithclaude
| 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 |
Source: davila7/claude-code-templates
| 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 |
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 |
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 |
test-driven-development |
core |
Use when implementing any feature or bugfix, before writing implementation code |
source |
Source: DheerG/swarms
| 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 |
Source: eduardo-sl/go-agent-skills
| Skill |
Tier |
What it adds |
Upstream |
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 |
Source: elementalsouls/Claude-BugHunter
| 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 |
Source: Eronred/aso-skills
| 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 |
Source: evalstate/fast-agent
| 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 |
Source: foryourhealth111-pixel/Vibe-Skills
| 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 |
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 |
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 |
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 |
Source: gooseworks-ai/goose-skills
| 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 |
Source: infrasity-labs/dev-gtm-claude-skills
| 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 |
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 |
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 |
test-driven-development |
core |
Use when implementing any feature or bugfix, before writing implementation code |
source |
Source: inhouseseo/superseo-skills
| 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 |
Source: jabrena/plinth
| 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 |
Source: jeremylongshore/claude-code-plugins-plus-skills
| 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 |
Source: jezweb/claude-skills
| Skill |
Tier |
What it adds |
Upstream |
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 |
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 |
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 |
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 |
Source: K-Dense-AI/claude-scientific-skills
| 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 |
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 |
Source: K-Dense-AI/scientific-agent-skills
| 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 |
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 |
Source: ljagiello/ctf-skills
| Skill |
Tier |
What it adds |
Upstream |
ctf-forensics |
core |
Provides digital forensics and signal analysis techniques for CTF challenges. Use when analyzing disk images, memory dumps, event logs, network captures, cryptocurrency transactions, steganography, PDF analysis, Windows registry, … |
source |
Source: microsoft/skills
| Skill |
Tier |
What it adds |
Upstream |
wiki-page-writer |
core |
Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating technical deep-dives, or documenting specific … |
source |
Source: mohitagw15856/pm-claude-skills
| 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 |
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 |
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 |
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 |
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 |
Source: muratcankoylan/ralph-wiggum-marketer
| 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 |
Source: NeoLabHQ/context-engineering-kit
| Skill |
Tier |
What it adds |
Upstream |
test-driven-development |
core |
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first |
source |
write-concisely |
core |
Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional. |
source |
Source: nexscope-ai/eCommerce-Skills
| 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 |
Source: ohad6k/emulo
| Skill |
Tier |
What it adds |
Upstream |
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 |
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 |
Source: oliver-kriska/claude-elixir-phoenix
| 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 |
Source: plugin87/ux-ui-agent-skills
| Skill |
Tier |
What it adds |
Upstream |
ux-writing |
core |
Write or review UI copy — buttons, errors, empty states, microcopy, notifications, labels — using the voice & tone system (clear, concise, useful, human, honest) with the what→why→how error formula and inclusive-language rules. Use when … |
source |
Source: rampstackco/claude-skills
| 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 |
Source: SnailSploit/Claude-Red
| 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 |
Source: trailofbits/skills
| 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 |
Source: vibeeval/vibecosystem
| 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 |
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 |
Source: coreyhaines31/marketingskills
| 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 |
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 |
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 |
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 |