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The frontend currently relies entirely on JavaScript and PropTypes (found in nearly 200 places) for component typing.
For a project of this scale and complexity, PropTypes are insufficient and leave the ...
bug
Parent: #1882 Depends on: #2365
Plan the Scout storage hash environment namespace policy before any real hash implementation.
Scope:
- docs/tests only
- staging and production namespaces must be ...
AuditStore has no thread lock , concurrent append() calls produce duplicate previous_hash values and break chain
integrity.
triage
Context
agri-api PR #155 added hourly aggregation to the django-ninja sensors router (one averaged value per hour per captor),
but it was implemented with the Django ORM in the API layer only. Per the ...
Prerequisites
- Searched open issues and discussions — this has not already been proposed.
- Concrete, actionable proposal (PR is up).
Area
UI / Frontend
Problem / Motivation
ROADMAP (Refactor ...
ready for review
ICAIF values honest/negative results. Our DOGE/SOL failures and stablecoin dead-end should be strengths.
Changes:
1. Expand Section 5.4 (DOGE/SOL) into full analysis of WHY market efficiency kills the ...
documentation
enhancement
Reviewers expect rigorous empirical evaluation. Currently missing:
Ablation Study
- OU vs z-score vs naive threshold
- Vary entry threshold k from 1.0 to 3.0
- Vary calibration window length
...
documentation
enhancement
Based on ICAIF 2023/2024 paper analysis, winning papers tell a story.
Changes needed:
1. Reframe title to emphasize same-asset cross-venue novelty
2. Add Section 1.1 research journey: stablecoin attempt ...
documentation
enhancement
Every accepted ICAIF paper has 3-6 figures. Our paper currently has zero.
Required Figures:
- Fig 1: Cross-exchange spread time series for CRV showing Crypto.com lag
- Fig 2: Profitability threshold ...
documentation
enhancement

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