Generated reference

Workflow roles

The built-in cognitive roles available when binding models to a workflow run.

Generated from roles.go. Do not edit this page by hand.

RoleCSMathHardProblems

Serialized value
cs-math-hard-problems
Description
solves difficult computer science and mathematics problems requiring rigorous multi-step reasoning and verification.

RoleImageComprehension

Serialized value
image-comprehension
Description
interprets images, diagrams, screenshots, and visual relationships to produce accurate structured understanding.

RoleFrontendAesthetics

Serialized value
frontend-aesthetics
Description
judges and improves visual polish, composition, typography, spacing, color, and interaction feel.

RoleFrontendArchitecture

Serialized value
frontend-architecture
Description
designs maintainable frontend boundaries, state flow, rendering strategy, component ownership, and integration seams.

RoleArchitecturalCritique

Serialized value
architectural-critique
Description
finds structural risks, unclear boundaries, hidden coupling, and unnecessary complexity in proposed system designs.

RoleSprintPlanning

Serialized value
sprint-planning
Description
turns an accepted outcome into bounded, ordered work with explicit dependencies and validation.

RoleDevOpsTasks

Serialized value
devops-tasks
Description
handles deployment, infrastructure, automation, observability, and operational troubleshooting across development and production environments.

RoleQAOrchestration

Serialized value
qa-orchestration
Description
coordinates test strategy, execution, evidence collection, and risk-based validation across a delivery effort.

RoleSecurityReview

Serialized value
security-review
Description
identifies exploitable weaknesses, trust-boundary failures, unsafe defaults, and missing defenses using concrete attack paths.

RoleBulkClassification

Serialized value
bulk-classification
Description
classifies many independent items consistently against a defined taxonomy, rubric, or decision boundary.

RoleBulkMapReduce

Serialized value
bulk-map-reduce
Description
processes large collections independently, then combines partial results into a coherent, checked synthesis.

RoleUXIdeation

Serialized value
ux-ideation
Description
generates and compares user experience concepts grounded in audience needs, constraints, and desired outcomes.

RoleCopyWriting

Serialized value
copy-writing
Description
writes clear, audience-aware copy with appropriate voice, structure, persuasion, and factual discipline.

RoleAgenticDialogues

Serialized value
agentic-dialogues
Description
conducts ongoing user conversations while choosing tools, preserving context, and advancing the user's intent.

RoleVoiceInteractive

Serialized value
voice-interactive
Description
handles low-latency spoken interaction with natural turn-taking, concise responses, and reliable intent tracking.

RoleCodeReview

Serialized value
code-review
Description
finds concrete correctness defects in code and reports only actionable, evidence-backed findings.
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