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Every category and every job we measure against. 12662 capabilities across 15 categories and 68 tasks.

Categories

Other4437top: Discovery Dev Tools & CI1829top: Everything Design1014top: Ppt Master Security994top: Consent AI & Agents734top: Sequential Thinking Finance & Crypto585top: Freee Productivity580top: Admin Data & Analytics492top: Claude SEO Cloud & Infra445top: Hostinger API Communication429top: Conversations Docs & Knowledge420top: Context7 Search341top: Exa Database169top: Supabase Browser & Web126top: Chrome DevTools Files & Memory67top: Memory

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. 1 more tasks we track have nothing measured behind them yet and are not listed.

Software engineer ›

Application development282 Browser automation162 Code review137 Test automation125 Web scraping88 Database access77 Process automation54 Software architecture52 PRDs and specs47 Technical documentation45 Debugging37 Query optimisation33 Version control32 Performance optimisation19 Prototyping2

Operations ›

Knowledge management324 Browser automation162 Messaging and email162 Project management114 Document production85 Web research68 Process automation54 Logistics and fulfilment37 Org design and people ops1

Product manager ›

Project management114 PRDs and specs47 Market analysis25 Product strategy18 Risk assessment18 Design critique8 User research7 Conversion optimisation3

Marketer / growth ›

SEO66 Content marketing58 Market analysis25 Copywriting17 Attribution7 Conversion optimisation3

AI engineer ›

Agent development502 Retrieval systems117 Prompt engineering102 Model evaluation28 ML engineering14

Designer ›

Animation and generated imagery88 Visual design85 Design critique8 User research7 Prototyping2

Data analyst ›

Database access77 Exploratory data analysis61 Dashboards and reporting56 Statistical modelling10 Attribution7

Writer / content ›

Document production85 Content marketing58 Technical documentation45 Copy editing28 Copywriting17

Researcher ›

Knowledge management324 Web scraping88 Web research68 Literature review18 Scientific research16

Legal / compliance ›

Regulatory compliance65 Audit45 Contract review10 Legal drafting1

HR / recruiting ›

Career development23 Recruiting and hiring20 Training material11 Org design and people ops1

DevOps / SRE ›

Infrastructure and deployment205 Observability55 Performance optimisation19 Incident response12

Creator / video ›

Animation and generated imagery88 Audio production62 Video editing62

Finance / accounting ›

Bookkeeping68 Financial modelling48 Audit45

Data engineer ›

Data pipelines42 Query optimisation33 Data quality10

Security engineer ›

Security review117 Regulatory compliance65 Risk assessment18

Also

Agent configuration149 Web development111 Sales pipeline54 Customer support18 Scientific research16 Training material11 Statistical modelling10 CAD modelling8 Hardware design8

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