Tool module

Learn Seasonal Analysis as a calm daily desk routine.

A Seasonal Analysis course that teaches calendar patterns as testable timing context: ask the right question, inspect sample depth, read Overview before dense charts, check regime overlap, audit event data, turn templates into rule drafts, and route strong ideas into validation.

Start first lesson Open Seasonal Analysis

Learning path

Follow the same order as the desk.

Each lesson is crawlable article text plus an interactive artifact and Remotion-ready reinforcement concept.

01Seasonal first readSeasonal: Start With The Seasonal QuestionA beginner-safe Seasonal lesson for naming the timing question before reading monthly tendencies, heatmaps, event windows, or strategy templates.5 chapters5 video specsOpen lesson 02Seasonal sample depthSeasonal: Check Sample Depth Before Trusting The PatternA beginner-safe Seasonal lesson for reading sample depth before story: use period, occurrences, average, median, standard deviation, and worst return as the first trust gate.5 chapters5 video specsOpen lesson 03Seasonal monthly readSeasonal: Read Monthly Seasonality Without OverfittingA beginner-safe Seasonal lesson for reading monthly bars as evidence questions, not commands: compare average, win rate, worst return, occurrences, and stability before ranking any month.5 chapters5 video specsOpen lesson 04Seasonal heatmap readSeasonal: Use The Calendar Heatmap As A Planning MapA beginner-safe Seasonal lesson for using heatmap color to locate dates and clusters, then relying on selected-day evidence before writing a watchlist note.5 chapters6 video specsOpen lesson 05Seasonal event splitSeasonal: Separate Month Tendency From Event TendencyA beginner-safe Seasonal lesson for classifying whether a timing claim comes from the broad month, a specific event window, a regional overlap, or a sample too thin to use.5 chapters6 video specsOpen lesson 06Seasonal event trajectorySeasonal: Read Event Trajectory And Volatility Around Day ZeroA beginner-safe Seasonal lesson for reading event trajectory charts as timing context: anchor day zero, separate pre-event from post-event movement, and reject paths that are too noisy to carry forward.5 chapters5 video specsOpen lesson 07Seasonal alert watchlistSeasonal: Build An Upcoming Event Watchlist With Alert HygieneA beginner-safe Seasonal lesson for turning upcoming event alerts into desk notes: use the alert tape as attention hygiene, add evidence and caveats, then hand off to Economic Calendar, COT, Pivot, and Fair Value checks.5 chapters5 video specsOpen lesson 08Seasonal regime overlapSeasonal: Check Regime And Macro Overlap Before Trusting SeasonalityAn intermediate Seasonal lesson for treating calendar patterns as one layer inside wider market context: separate crisis samples, overlay scheduled macro events, add COT positioning, and write the outside-event pause rule.5 chapters5 video specsOpen lesson 09Seasonal template rulebookSeasonal: Treat Strategy Templates As Hypotheses, Then BacktestAn 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.5 chapters5 video specsOpen lesson 10Seasonal calendar trustSeasonal: Keep The Event Calendar TrustworthyA final Seasonal lesson for treating the event registry as analysis data: inspect source links, recurrence, lunar flags, active and verified states, and maintenance warnings before relying on event-window studies.5 chapters5 video specsOpen lesson

What the learner should be able to do

Choose metal, currency, period, and event window before interpreting seasonal charts.

Read seasonal tendencies as historical context rather than predictions.

Separate monthly patterns from event-window studies.

Read day-zero event trajectories with volatility, occurrences, and worst-return caveats.

Convert upcoming event alerts into neutral watch notes with caveats and adjacent-tool checks.

Check market regime, crisis samples, macro events, FX context, and COT positioning before trusting a clean seasonal read.

Turn Strategy Picker templates into explicit Backtest rule drafts with assumptions and caveats.

Audit event registry source, recurrence, lunar, active, verified, duplicate, missing-date, and inactive states before trusting event analysis.

Use Seasonal as a hypothesis source that still needs macro, fair-value, pivot, COT, and Backtest checks.

Desk routine

The repeated habit is the product.

1Name the trader question.
2Choose metal and currency lane.
3Choose period for sample depth.
4Choose event window only when there is a day-zero anchor.
5Read Overview first, then move into heatmap or event analysis.
6Check market regime and macro-event overlap before validation.
7Convert any template into a hypothesis, rule draft, assumption pack, and Backtest handoff.
8Audit event registry rows before relying on event-window analysis.

Source pack

Gold Contract Specification

local market

Used for the local gold contract context behind metal and currency selection.

Gold Futures Contract Specifications

CME Group

Used for global gold futures context before comparing seasonal reads across currency views.

Jewellery Demand and Trade: global markets Gold Market Series

World Gold Council

Used to frame demand-window examples as context that still needs sample and regime checks.

Federal Reserve Calendar

Federal Reserve

Used to explain scheduled policy events and why event windows need explicit day ranges.

Commodity Trading Systems Sold on the Internet

CFTC

Used as a guardrail against treating calendar patterns as mechanical trade instructions.

Precious Metals

CME Group

Used to keep the Seasonal sample-depth lesson grounded in supported precious-metals lanes rather than a single generic chart.

Historical Demand and Supply

World Gold Council

Used to frame demand context as coarse historical evidence that still needs sample-depth caveats.

Improving Students' Learning With Effective Learning Techniques

Association for Psychological Science

Used to support retrieval prompts that ask learners which weak field should downgrade the read.

Gold Futures Contract Specification

local market

Used for local gold contract context before interpreting monthly local currency seasonal charts.