predictlisted

## Intent Forecast future states or outcomes for a target based on current state, historical patterns, and assumed conditions. This capability consolidates all forecasting tasks (risk, impact, time, etc.) into a single parameterized operation. **Success criteria:** - Prediction for requested target and horizon provided - Probability or confidence assigned to prediction - Alternative outcomes considered - Assumptions explicitly stated **Compatible schemas:** - `schemas/output_schema.yaml` ## Inputs | Parameter | Required | Type | Description | |-----------|----------|------|-------------| | `target` | Yes | string | What to predict (metric, state, outcome, event) | | `horizon` | No | string | Prediction timeframe (e.g., "1 week", "next release", "end of sprint") | | `conditions` | No | object | Assumed conditions for prediction | | `method` | No | string | Prediction approach (trend, model, heuristic) | ## Procedure 1) **Define prediction target**: Clarify what outcome is being predicted - Specify the metric, state, or event to forecast - Establish the prediction horizon - Note any boundary conditions 2) **Gather historical data**: Collect relevant past observations - Identify patterns and trends - Note data quality and coverage - Look for relevant precedents 3) **Establish conditions**: Document assumptions about the future - Note what must remain constant - Identify key variables that could change - Consider external factors 4) **Generate