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Chapter 10 / 15Contents
Chapter 10shared · 12 min

Workers and skills

Route specialized work to workers with identity, context, skills, and permissions so HQ behaves like a team instead of one generic assistant.

01Use specialized workers for design, QA, content, security, deployment, and other repeated domains.
02Understand skills as reusable operating procedures that make the AI team more reliable.
$ /run frontend-designer
Fig 10.0 · Your specialists
The concept

Specialists

Workers carry domain instructions and skills carry repeatable workflows.

WORKERSSPECIALIZED AGENTS · ROUTED BY TASKTASKROUTEDESIGNWORKER · 01SKILLSLAYOUTBRANDMEMORY · SHALLOWCONTENTWORKER · 02SKILLSDRAFTEDITMEMORY · SHALLOWDATAWORKER · 03SKILLSQUERYMODELMEMORY · DEEPTRAIN ONE DEEPLYDEPLOYWORKER · 04SKILLSBUILDSHIPMEMORY · SHALLOW
Fig 10.1 · Choose a worker
Step 01Roster

Choose a worker

A worker has identity, context, skills, and permissions. That is what makes it different from a one-off agent prompt.

Use /run when a task clearly belongs to a domain worker, and check whether the worker's context and permissions match the job.

The worker loads its own instructions instead of relying on a generic prompt.
/run {worker}/startwork
Step 02Procedure

Use the skill

Skills encode procedures such as planning, QA, handoff, deployment, learning, and content production.

When a task matches a named skill, let the worker follow that skill's workflow instead of reinventing the process in the prompt.

The output includes the expected artifact, checks, or state update for that skill.
/run/plan/quality-gate
Fig 10.2 · Use the skill
Fig 10.3 · Train one deeply
Step 03Memory

Train one worker deeply

The first worker should come from a recurring task that involves judgment you have already accumulated. Depth beats a roster of shallow workers.

Pick one repeated task, explain what good looks like, let the worker attempt it, then capture precise corrections with /learn.

Future sessions follow the rule without needing the same correction again.
/learn/checkpoint/handoff
Commands

Keep the chapter executable.

Worker run
$ /run frontend-designer

Routes specialized work through a worker that carries domain instructions and memory.

Capture learning
$ /learn

Turns reusable corrections or insights into future HQ behavior.

References

What to keep in mind.

Worker-first habit

Use a specialist when the task has a clear domain such as design, QA, content, security, finance, data, or deployment.

First worker question

What recurring task do you do that involves judgment you have already accumulated?

Next
Next move

Now that specialists make sense, learn how larger work becomes a project with a PRD and execution loop.

Continue to projects
Part 10 · Workers and skillsIndigo · HQ Field Guide