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Open Controls · Workforce Automation

See which AI skills do the work

Browse jobs and work roles as their frameworks publish them, then see which AI skills can do the work.

AI skills by installs

WFA · Part of the paid plan when accounts open

Lifetime installs from skills.sh.

  1. find-skillsvercel-labs/skillsWFA · Part of the paid plan when accounts open4,053,879 installsNot mapped yet
  2. grill-memattpocock/skillsWFA · Part of the paid plan when accounts open1,438,244 installsNot mapped yet
  3. hyperframes-cliheygen-com/hyperframesWFA · Part of the paid plan when accounts open1,257,640 installsNot mapped yet
  4. agent-browservercel-labs/agent-browserWFA · Part of the paid plan when accounts open1,253,679 installsNot mapped yet
  5. grill-with-docsmattpocock/skillsWFA · Part of the paid plan when accounts open1,231,486 installsNot mapped yet
  6. hyperframesheygen-com/hyperframesWFA · Part of the paid plan when accounts open1,223,992 installsNot mapped yet
  7. improve-codebase-architecturemattpocock/skillsWFA · Part of the paid plan when accounts open1,174,538 installsNot mapped yet
  8. tddmattpocock/skillsWFA · Part of the paid plan when accounts open1,150,869 installsNot mapped yet
  9. media-useheygen-com/hyperframesWFA · Part of the paid plan when accounts open1,129,185 installsNot mapped yet
  10. reddit-automationflowkit-labs/skillsWFA · Part of the paid plan when accounts open1,107,058 installsNot mapped yet

Sources

The jobs and work-role frameworks Workforce Automation reads, and the ones planned. Planned frameworks publish a machine-readable download; the others publish PDFs or a portal only.

  • O*NET 30.3 · Jobs · US · loaded · O*NET Resource Center
  • NICE Framework Components v2.2.0 · Work roles · US · loaded · NICE Framework on nist.gov
  • DoD DCWF Tool v5.3 · Work roles · US · loaded · DCWF on DoD Cyber Exchange
  • ISCO-08 (ILO), the hub for matching jobs across countries · Jobs · Global · planned · ILO
  • ESCO v1.2.1 · Jobs · EU · planned · European Commission
  • NOC 2021 · Jobs · Canada · planned · Statistics Canada
  • OSCA 2024 · Jobs · Australia · planned · Australian Bureau of Statistics
  • CBO · Jobs · Brazil · planned · Ministry of Labour
  • CUOC 2025 · Jobs · Colombia · planned · DANE
  • ROME 4.0 · Jobs · France · planned · France Travail on data.gouv.fr
  • ENISA ECSF · Work roles · EU · no bulk download · ENISA
  • SINCO 2019 · Jobs · Mexico · no bulk download · INEGI
  • SSOC 2024 · Jobs · Singapore · no bulk download · Singapore Department of Statistics
  • KSCO · Jobs · Korea · no bulk download · Statistics Korea
  • NCO 2015 · Jobs · India · no bulk download · Directorate General of Employment
  • Singapore Skills Framework · Work roles · Singapore · no bulk download · SkillsFuture Singapore
  • Digital Skill Standards (DSS) · Work roles · Japan · no bulk download · IPA
  • National Competency Standards (NCS) · Work roles · Korea · no bulk download · NCS portal
  • SCyWF · Work roles · Saudi Arabia · no bulk download · National Cybersecurity Authority
  • ASD Cyber Skills Framework · Work roles · Australia · no bulk download · Australian Signals Directorate
  • Canadian Cyber Security Skills Framework · Work roles · Canada · no bulk download · Canadian Centre for Cyber Security

Crosswalks

Jobs will be matched across countries through ISCO-08, the International Labour Organization's classification. A shared ISCO-08 code makes two jobs a candidate match; only a published correspondence makes them equivalent.

No matches yet: matches show once a second jobs framework is loaded. Today O*NET 30.3 · US is the only one.