Browse

Every category and every job we measure against. 5788 capabilities across 15 categories and 64 tasks.

Categories

Productivity1778top: Caveman Dev Tools & CI1760top: Everything Security347top: Auth0 Finance & Crypto293top: Blockrun Data & Analytics292top: HuggingFace Skills Design245top: Figma Developer Communication209top: Claude SEO Docs & Knowledge207top: Context7 Other170top: Voyagier AI & Agents155top: Sequential Thinking Search114top: Tavily Cloud & Infra72top: Hostinger API Database63top: Supabase Browser & Web50top: Chrome DevTools Files & Memory33top: Filesystem

Tasks

A dashed tile has fewer than 5 measured capabilities, so it has no page of its own yet and opens the filtered Index instead. 5 more tasks we track have nothing measured behind them yet and are not listed.

Software engineer

Application development179 Code review82 Test automation69 Software architecture50 Process automation48 PRDs and specs44 Technical documentation40 Query optimisation35 Browser automation27 Debugging24 Web scraping24 Database access8 Performance optimisation4 Version control3 Prototyping2

Operations

Knowledge management96 Project management88 Process automation48 Browser automation27 Web research26 Messaging and email25 Document production15 Logistics and fulfilment1

Product manager

Project management88 Product strategy56 PRDs and specs44 Market analysis26 Risk assessment18 User research10 Design critique8

AI engineer

Agent development100 Prompt engineering31 Model evaluation28 Retrieval systems21 ML engineering1

Designer

Visual design38 Animation and generated imagery20 User research10 Design critique8 Prototyping2

Marketer / growth

Content marketing54 Market analysis26 Copywriting20 SEO19 Attribution10

Data analyst

Dashboards and reporting31 Exploratory data analysis25 Statistical modelling15 Attribution10 Database access8

Writer / content

Content marketing54 Technical documentation40 Copywriting20 Document production15 Copy editing12

Researcher

Knowledge management96 Web research26 Web scraping24 Literature review17 Scientific research15

DevOps / SRE

Infrastructure and deployment107 Observability29 Incident response16 Performance optimisation4

Finance / accounting

Financial modelling34 Audit17 Bookkeeping13

Legal / compliance

Regulatory compliance49 Audit17 Contract review13

HR / recruiting

Training material11 Career development5 Recruiting and hiring4

Data engineer

Data pipelines38 Query optimisation35 Data quality13

Security engineer

Security review67 Regulatory compliance49 Risk assessment18

Also

Agent configuration156 Web development70 Sales pipeline37 Animation and generated imagery20 Video editing19 Scientific research15 Statistical modelling15 Training material11 Customer support8 Hardware design5 CAD modelling3

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