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Problem
The new Start YRVI desktop app works, but from the operator s point of view nothing visibly happens for 1–2 minutes
after they click the icon. The stack takes that long to come up (Docker engine ...
Priority: P0 — product-breaking grading bug Area: core/design.py (lines 62–63) vs core/validation.py
(lines 261–262, 403–404, 615–617) Tracker: documentation/planning/SYSTEM_REVIEW_2026-07.md → P0-7
compute_sample_size() ...
Priority: P0 — product-breaking grading bug Area: ui/streamlit_app.py (lines 416, ~1310); core/validation.py
(lines 608–613) Tracker: documentation/planning/SYSTEM_REVIEW_2026-07.md → P0-6
validate_question_answer() ...
Auto-diagnosed by GHA Log Agent
Run ID: 28856670261 Failed Step: run-cc (11092) Run Claude Code (in-runner, OAuth token, NO Hetzner, retry on 5xx) Root
Cause: Rate limited by target site. Add sleep(2) ...
auto-fix
log-agent
P1
Wizard on first login.
Priority: P0 — product-breaking grading bug Area: core/validation.py (lines 330, 339, 360, 433) Tracker:
documentation/planning/SYSTEM_REVIEW_2026-07.md → P0-5
Scenario generation can produce designs ...
Overview
Set up the basic FastAPI project structure with application factory, configuration, and basic scaffolding.
Scope
This is the foundational phase. After this, the remaining phases will build ...
enhancement
Priority: P0 — product-breaking grading bug Area: ui/streamlit_app.py (~lines 1116–1122) Tracker:
documentation/planning/SYSTEM_REVIEW_2026-07.md → P0-4
The new-scenario handler resets design/analysis ...
Parent implementation issue
- Runs after #9: Fix feature reproducibility and fold-local preprocessing.
Purpose
Measure whether each feature family, fixed-width fractional differentiation, and fold-local ...
afml-experiment
afml-review
area:features
freeze-backtest
priority:high
Goal
When Study Mode is active, suppress YouTube s algorithmic distraction surfaces while still allowing intentional video
watching.
Scope
- Inject a youtube-handler.js content script on youtube.com/* ...
enhancement

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