Business Planner is a skill published by agensi that converts a raw commercial idea into a structured, scenario-driven execution plan. Rather than producing a generic narrative, it works through a systematic planning sequence that begins with objective definition and moves through assumption identification, constraint mapping, and sensitivity analysis.
The skill generates three-tier forecasts — best, base, and worst case — treating market outcomes as ranges rather than fixed predictions. Every input assumption is made explicit and marked as either a known fact or an unverified guess, so the resulting plan is auditable and adjustable as new information arrives.
KPI frameworks are defined as part of the output, covering both leading indicators (which signal early whether a plan is on track) and lagging indicators (which confirm outcomes after the fact). Risk stress-testing covers channel, pricing, execution, and operational dimensions, surfacing potential failure points before commitments are made.
The skill also produces decision thresholds and validation steps, giving a clear agenda of what to test next to reduce project risk. This makes it suitable for launch planning, revenue and cost forecasting, campaign sequencing, and prioritizing competing business initiatives.
This is a skill, not an MCP server, so it has no tool list and does not connect to external data sources or databases. Its output depends entirely on the inputs provided at runtime.