Seasonal: Treat Strategy Templates As Hypotheses, Then Backtest
An intermediate Seasonal lesson for using strategy templates as rule examples: write the hypothesis, convert template fields into test conditions, mark stop and target assumptions, and send only a caveated draft into Backtest.
Lesson promise
Frame the question
What market question is this Seasonal template actually testing?
Check the evidence
Use 5 guided chapters to read freshness, confidence, and caveats in order.
Move into the tool
Open Open Seasonal Analysis with a checklist instead of a blank screen.
Educational workflow only. No trade recommendations, personalized advice, leverage guidance, or guaranteed outcomes.
Chapter 01
Separate the template from the thesis
Trader question
What market question is this Seasonal template actually testing?
A template is prebuilt structure: event window, metric context, and draft fields. It becomes a hypothesis only after the learner writes the market question and the reason it deserves validation.
Desk checklist
- Name the calendar idea.
- Write the market question being tested.
- Keep template metrics separate from thesis language.
Interactive proof
Seasonal Strategy Picker template cards and strategy guide dialog
Choose a template in the converter and write the hypothesis label before touching the rule fields.
A Seasonal template becomes useful only when it is rewritten as a hypothesis, explicit entry and exit conditions, visible assumptions, and a Backtest draft with caveats.
Interactive desk lab
Seasonal Template Rulebook Converter
A practical Seasonal Analysis converter for turning Strategy Picker templates into hypothesis labels, explicit rules, assumption caveats, and Backtest handoffs.
A practical Seasonal Analysis converter for turning Strategy Picker templates into hypothesis labels, explicit rules, assumption caveats, and Backtest handoffs.
Template is not thesis
A template card opens into an empty thesis field so the learner separates structure from belief.
A Seasonal template card appears with average and win-rate chips.
The card splits into structure on the left and thesis on the right.
The thesis field stays empty until the learner writes the market question.
The final frame labels the card as structure only.
Lesson notes
The full chapter walkthrough in reading form — use it to review the lesson or skim ahead before working through the interactive steps above.
Chapter 01
Separate the template from the thesis
What market question is this Seasonal template actually testing?
A template is prebuilt structure: event window, metric context, and draft fields. It becomes a hypothesis only after the learner writes the market question and the reason it deserves validation.
Seasonal Strategy Picker template cards and strategy guide dialog
- Name the calendar idea.
- Write the market question being tested.
- Keep template metrics separate from thesis language.
Chapter 02
Translate entry and exit windows into test conditions
Which exact rule should Backtest evaluate?
Entry and exit windows are test conditions. Days before event, days after event, favorable month filters, and RSI thresholds should be explicit before the result chart appears.
Entry logic, exit logic, event-window fields, and RSI filter rules
- Write the entry window as a condition.
- Write the exit window as a condition.
- Treat RSI as an editable filter, not hidden magic.
Chapter 03
Treat stop and target fields as assumptions
Are these risk fields assumptions or advice?
Stop and target fields are assumptions for a historical test. The learner should pair them with cost, slippage, and live-drift caveats before trusting any simulated outcome.
Stop loss and take profit fields in the Seasonal Strategy Picker
- Label stop and target as assumptions.
- Add cost and slippage caveats.
- Avoid treating a field value as a live plan.
Chapter 04
Send only a caveated draft into Backtest
What must be saved before the Backtest handoff is useful?
The Backtest handoff should carry the template id, hypothesis label, entry logic, exit logic, stop, target, and caveats. The serious workflow starts when the draft becomes editable test evidence.
Run Backtest handoff to /backtest?source=seasonal and saved seasonalStrategyDraft
- Save hypothesis and template id.
- Carry entry and exit logic into the draft.
- Carry caveats with the handoff.
Chapter 05
Retrieve the assumption you would change first
What assumption would you change before trusting this template?
The retrieval habit is to name the first assumption that deserves sensitivity testing. Window length, RSI threshold, stop, target, and cost settings should be changeable before the learner trusts the template.
Strategy guide, editable rule draft, and Backtest sensitivity workflow
- Choose one assumption to change.
- Explain why it could alter the result.
- Route the changed draft into Backtest validation.
Sources used for this tutorial
Next step
Open the tool with the checklist beside you.
Move from the lesson into the matching Bullion Brains tool, keep the checklist visible, and treat the output as evidence until the caveats are clear.