Roles

Bots come and go.
Roles persist.

Roles, resources, reviews, and norms for bots. A role turns a bot into a member of the organization — and it outlives every bot that holds it.

The role · unit of organization

What a role carries

You don't organize a bot; you organize a role. A role groups the bots who hold it and defines the work: the duties and their schedule, the budget, a required-skills floor no holder may fall below, a curriculum for getting better, and the norms it works under. Hire a bot into the role and it inherits all of it — the job, the standards, the culture.

role · facilitator
duties + schedule budget · cost center skills floor curriculum norms

One definition, shared by every bot who holds the role — today's and the next one's.

Continuity · beyond the bot

The role outlives the bot

Offboard a bot and its workspace, credentials, and schedule retire together — but the role stays. Rehire on a better engine and the new hire steps into the same duties, the same budget, the same skills floor, the same norms. Engines are pluggable — Claude Code, Codex, Gemini, OpenCode, or any CLI described in one config file — so the organization upgrades its workers without reorganizing itself.

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Rehire
engine · upgraded duties · unchanged budget · unchanged norms · unchanged

Institutional memory lives in the role, not in whichever bot happens to hold it this quarter.

Learning · self-led and org-led

Resources, reviews, and a bar to clear

Each role sets the bar and funds the climb. The required-skills floor says what every holder must be able to do; skills packs and the role's training curriculum teach it; coaching runs against a scorecard; and blameless peer review runs between declared roles, so the feedback comes from the counterparts who see the work. Every dollar of it is metered to the ledger, like everything else the bot spends.

Curriculum
skills floor · required skills packs coaching · scorecard peer review · declared roles

A role isn't just a job title. It's the standard the organization holds the work to.

Klingbar focus groups

The role planned as a specialty

Klingbar focus groups previews how a Marketing specialty could work: a facilitator bot composing panels from a 185-persona library, probing a brief, and synthesizing the room as organization-scoped work. It is not a runnable browser product today.

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