Job architecture work
Produce a role-by-competency matrix across a job family without hand-building the grid.
— Talent & Leadership
Role competency matrix
Maps a set of roles against required competencies and renders the result as a matrix, with clarification and review steps built in.
- Talent & Leadership
- Human review built in
- Traceable reasoning
- Runs anywhere
1–2 weeks → ~15 minutes
For a typical multi-document review workflow
No coding required
- Input
- Role documents as a set
- Output
- A role-by-competency matrix with a chart
- Runs in
- Skillsize · ChatGPT · Claude · Copilot
- Export
- SKILL.md · MCP
- Time saved
- ~1–2 weeks per run
— USE CASES
What people use Role competency matrix for
Career pathing
Show what changes between adjacent roles so progression conversations rest on competencies, not titles.
Resourcing standards
Define the competency requirement per role so hiring and deployment use the same reference.
What it works from
- Role documents as a set
- The competency framework in use
- Level and family conventions
What you get back
- A role-by-competency matrix with a chart
- Requirements consistent across every role in scope
- A review point before publication
— HOW IT BEHAVES
How Role competency matrix produces its result
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Whole document sets at once
A folder of material is processed as one set, so cross-document patterns surface instead of being read one file at a time.
Clarified before it runs
Ambiguities are settled with you up front, so the run does not quietly assume the wrong scope.
Human review gate
The run pauses for a person to confirm the facts that matter before the deliverable is composed.
Charted, not just stated
The pattern is visualised from the computed data, so the trend is legible at a glance.
Composed as work product
Findings are written up as a document that reads like professional output rather than raw model text.
Enriched row by row
Each row gains derived columns from the analysis, keeping the source data and the judgement side by side.
Why this is expensive by hand
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.
How this Skill produces it
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.
Who it's for
- Independent consultants codifying their own methodology
- Strategy and transformation teams standardising delivery
- Internal advisory functions under pressure to produce faster
- Operators who need defensible output, not a one-off chat answer
Run it in Skillsize — or export it anywhere
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.
ChatGPTClaudeCopilotAI Products (MCP)
More Talent & Leadership Skills
Browse the full library →Talent & Leadership
Build a competency framework
Groups and merges skills from role profiles, standards and existing drafts into a single structured, consistently worded competency framework.
Talent & Leadership
Role benchmark research
Researches how a role is defined externally and reshapes the findings into a structured benchmark you can hold your own definition against.
Talent & Leadership
Potential and readiness
Assesses potential and readiness separately against calibrated criteria, showing the supporting evidence behind each bucket for talent review discussions.