GUI Research Courses: Five Local Workflows

Five standalone tutorials

• Demo 1: price momentum, MA 20/60, and indicators
• Demo 2: factor features and separate evaluation
• Demo 3: portfolio, fixed-split models, and engine candidates
• Demo 4: step, full replay, and read-only historical Paper
• Demo 5: test endpoint, order mapping, and read-only boundary

Preparation and reading results

Select, validate and freeze data

Result charts and sensitivity

Shared input identity and fixed settings

Open shared preparation

Start and freeze the bars

Open shared preparation

Demo 1: price momentum, MA 20/60, and indicators

Read this tutorial on its own page

Demo 2: factor features and separate evaluation

Read this tutorial on its own page

Demo 3: portfolio, fixed-split models, and engine candidates

Read this tutorial on its own page

Reading results: jQuantStats and the price/execution chart

Open the result-reading guide

Demo 4: step, full replay, and read-only historical Paper

Read this tutorial on its own page

Demo 5: test endpoint, order mapping, and read-only boundary

Read this tutorial on its own page

Screenshot, receipt, and log index

All 219 images are actual Qt captures of the public-candidate source build, rendered in each locale. They are not private-workbench screenshots and do not certify an installed wheel. The 19 dashboard figures are 15 overview charts, 3 per-security price/execution charts, and one Regime chart; sensitivity is a separate panel.

The media manifest records the image paths and hashes.

Course	Planned path ({locale} is zh_CN, ja_JP, or en_US)
Cache	../demos/research-20261006/{locale}/cache-{selection,frozen}.png
MA	../demos/research-20261006/{locale}/ma-{native,talib}-{configured,results}.png
Dashboard	../demos/research-20261006/{locale}/dashboard-chart-01.png through dashboard-chart-19.png; 16–18 are 4502/6758/8306 price/execution views, 19 shows Regime Off/unavailable with zero traces
Indicators	../demos/research-20261006/{locale}/indicator-{talib,pandas_ta}-{controls,price-sma,rsi,macd,atr}.png
Factor	../demos/research-20261006/{locale}/factor-{input-and-recipe,ic-rank-ic,quantiles,coverage,turnover,correlation,observed-years}.png
Studio	../demos/research-20261006/{locale}/studio-factor-composite-{controls,results}.png, studio-both-models-{controls,results,remaining-results}.png, studio-lightgbm-score-results.png, studio-catboost-score-{controls,results}.png, and studio-engines-20-60-{controls,results,remaining-results}.png
Historical Paper	../demos/research-20261006/{locale}/paper-{created,one-observed-day,actual-trade-day,full-history,last-observed-day,reopened-readonly}.png
Broker	../demos/research-20261006/{locale}/broker-{test-config,valid-local-mapping,blocked-101,readonly-missing-reference}.png (all archived)
Sensitivity	../demos/research-20261006/{locale}/sensitivity-{native,talib,momentum}-{workbench,results}.png
Manual search	../demos/research-20261006/{locale}/manual-course-demo-1.png, manual-search-broker.png

The public evidence summary is docs/demos/research-20261006/EVIDENCE_SUMMARY.md; it describes only the provenance, scope, and limits of the published screenshots. Locate run logs through the GUI task/history view. The package does not include local requests, ledgers, detailed JSON, or user-specific absolute paths.