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README.md

Analyst-Strategist-Executor Collaboration for Business Planning

A business context goes in; an execution plan comes out. The analyst identifies insights (e.g., INS-001: "Customer churn concentrated in 90-day post-acquisition window"), the strategist formulates a strategy ("Stabilize & Retain" thesis), the executor creates action items (ACT-001: "Redesign onboarding email sequence with personalized milestones"), and the compiler assembles the final plan.

Workflow

businessContext -> ac_analyst -> ac_strategist -> ac_executor -> ac_compile_plan

Workers

AnalystWorker (ac_analyst) -- Produces insights like {id: "INS-001", finding: "Customer churn concentrated in 90-day post-acquisition window"}.

StrategistWorker (ac_strategist) -- Formulates strategy: name: "Stabilize & Retain", thesis: "Address churn by improving post-acquisition experience...".

ExecutorWorker (ac_executor) -- Creates actions: {id: "ACT-001", task: "Redesign onboarding email sequence with personalized milestones"}.

CompilePlanWorker (ac_compile_plan) -- Assembles title: "Stabilize & Retain -- Execution Plan" from strategy pillars.

Tests

36 tests cover all four collaboration stages.

Further Reading