task_preview: Implement CreatorDashboard backend API endpoints (CRUD for content)

target: jules

model_id: jules

rationale: Jules (Google autonomous coding agent) — FREE on Ultra plan. Async GitHub issue submission to genesis-system/genesis-system.


task_class: architecture

task_preview: Deep architecture review of RLM bloodstream pipeline

rationale: Deep reasoning task (architecture) → gemini-2.5-pro ($3.75/MTok).


task_class: classify

task_preview: Classify 50,000 tradie leads by trade category

rationale: 50 parallel instances → swarm model.


task_class: strategy

task_preview: Generate GTM strategy for ReceptionistAI AU launch

rationale: Deep reasoning task (strategy) → deepseek-r1 ($0.55/MTok).


task_class: orchestrate

task_preview: Orchestrate parallel execution of voice bridge deployment

target: claude-sonnet

model_id: claude-sonnet

rationale: Orchestration/planning is Claude-only by doctrine.


task_class: summarize

task_preview: Summarize 200 tradie call transcripts for insight report

rationale: 20 parallel instances → swarm model.


task_preview: Write unit tests for Sunaiva memory MCP server

rationale: Jules (Google autonomous coding agent) — FREE on Ultra plan. Async GitHub issue submission to genesis-system/sunaiva.


task_preview: Analyze full codebase context for security audit

rationale: Context 250,000 tokens → Gemini Pro (1M context window).