Job architecture work
Produce a role-by-competency matrix across a job family without hand-building the grid.
— Talent & Leadership
Maps a set of roles against required competencies and renders the result as a matrix, with clarification and review steps built in.
1–2 weeks → ~15 minutes
For a typical multi-document review workflow
No coding required
— USE CASES
Produce a role-by-competency matrix across a job family without hand-building the grid.
Show what changes between adjacent roles so progression conversations rest on competencies, not titles.
Define the competency requirement per role so hiring and deployment use the same reference.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
All of your role documentation and capability evidence is processed as one set, so patterns across documents surface instead of being read one file at a time.
Ambiguities about the role or function in scope are resolved with you up front, so the run does not quietly assume the wrong scope.
The run pauses for a person to confirm the skills that matter before the deliverable is composed.
Movement across the role or function in scope is visualised from the computed data, so the trend is legible at a glance.
Findings on the role or function in scope are written up as a document that reads like professional output, with each claim tied back to a skill.
Derived columns are added row by row, keeping your source data and the judgement about each skill side by side.
Every talent & leadership team needs role competency matrix — and almost none of them do it the same way twice. Job architecture work is the typical trigger — produce a role-by-competency matrix across a job family without hand-building the grid. Done properly it is defensible; done at pace it becomes a judgement call nobody can retrace. And "properly" usually means 1–2 weeks of manual work.
Here the same job runs as a Skill. Your material goes in; a role-by-competency matrix with a chart comes out, alongside requirements consistent across every role in scope. The criteria, ordering and review points that make the answer trustworthy are encoded in the Skill itself — which is the difference between a structured method and a prompt someone pastes in. Net effect: 1–2 weeks down to ~15 minutes, no drift between runs, and every conclusion traceable back to the evidence behind it.
Role competency matrix exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
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Builds a calibrated, reusable benchmark from source material so every later screen, shortlist or review is graded against the same bar.
Screens candidate evidence against a saved Blueprint, applying the same calibrated bar and traceable reasoning to every applicant.