Capabilities Counted from skills
What the work adds up to.
A discipline map counted from declared skill metadata. Counts, not ratings.
| Discipline | Skills | Lens | Where it shows up |
|---|---|---|---|
| Evaluation quality | 74 | — | |
| Observability operations | 73 | — | |
| Content creation | 54 | creative | — |
| Agentic orchestration | 53 | technical | debuggerscillmsurft'au |
| Developer tooling | 44 | technical | debuggerscillmsurft'au |
| UI design engineering | 44 | creative | — |
| Compliance security | 41 | technical | battlesparta explorer |
| Engineering standards | 40 | technical | sparta explorer |
| Data engineering | 38 | technical | dogpileextractorwatch |
| Extraction | 33 | technical | dogpileextractorwatch |
| Memory knowledge | 31 | hybrid | memorypersona-dream |
| ML training | 27 | technical | — |
| Research retrieval | 27 | technical | dogpileextractorwatch |
| Voice audio | 25 | hybrid | memorypersona-dream |
| Persona simulation | 24 | hybrid | memorypersona-dream |
| Model ops | 19 | technical | debuggerscillmsurft'au |
| Human collaboration | 14 | — | |
| Browser automation | 9 | technical | debuggerscillmsurft'au |