Training Plan Generator

Problem it solves

Organizational training plans often stall after needs analysis: budget, course options, time slots, and headcount conflict with one another; courses cannot be traced back to specific capability gaps; and equal budget splits leave high-priority gaps underfunded. Training Plan Generator turns training needs analysis output into an auditable quarterly or half-year training plan.

How it works

The skill expects inputs such as need directions, total budget, and planning period, with optional course catalog, unavailable windows, headcount, and previous-cycle outcomes. It allocates budget by weighted priority score, keeps a 10% emergency reserve, and applies caps for single courses and departments. Its core output has six sections: plan overview, course list, budget allocation details, timeline, course-to-need traceability, and risk assessment with fallback plans. Every course is tied to a need direction, capability gap score, priority score, and expected L2/L3 outcomes.

Key steps include:
- Input validation: when headcount, budget, or period is missing, it asks for the specific missing field and explains the impact.
- Course matching: compares options when a course catalog exists, or proposes generic course formats and estimated costs when it does not.
- Schedule checks: detects learner overlap, instructor conflicts, budget overruns, and timing clashes.
- Exception handling: for budget shortfalls, missing catalogs, or schedule conflicts, it offers options such as adding budget, splitting batches, or deferring lower-priority courses.

Boundaries and cautions

It does not discover training needs, evaluate post-training effectiveness, optimize budgets with ROI modeling, contact vendors, or replace finance approval. For individual development paths, pair it with a learning path planner; for outcome measurement, use a training effectiveness evaluator. The output is useful for leader review and approval materials, but allocated budgets still require finance confirmation.