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Summary detection/shap_explainer.py computes SHAP values for each risk score but currently does not export human-readable visualisations. The LedgerLens dashboard and API consumers need per-score SHAP ...

Summary The graph indexes function calls that occur inside statically-unreachable code as ordinary live CALLS edges. Because the parse is structural (Tree-sitter, no reachability analysis and no C preprocessor ...

Summary detection/model_training.py and detection/dataset.py currently use random train/test splits (sklearn.model_selection.train_test_split), which is inappropriate for time-series financial data. Random ...

Upstream Status — 2026-06-24 | | | | --- | --- | | Latest upstream commit | 4795784 — Merge pull request #30 from tradesdontlie/fix/cdp-injection-sanitization | | Commit date | 2026-04-04T00:27:03Z ...
upstream-tracker

Summary detection/model_training.py currently trains the Random Forest, XGBoost, and LightGBM classifiers with manually tuned default hyperparameters. Manual tuning is suboptimal and brittle: the best ...

Problem Resources. targetNodeId is a generated column typed TEXT: ALTER TABLE Resources ADD COLUMN targetNodeId TEXT GENERATED ALWAYS AS (( extendedAttributes - targetNodeId )) STORED; ...

Problem The Create Knowledge wizard (frontend/svelte-app/src/lib/components/knowledge/) was previously a much longer multi-step flow and is now a 5-step (3–5 visible) state machine. Several artifacts ...
enhancement
good first issue
technical-debt

Summary detection/model_training.py currently uses standard SMOTE (Synthetic Minority Oversampling Technique) to address the severe class imbalance between wash-trading (minority) and clean (majority) ...

Summary The current detection/feature_engineering.py recomputes all 35+ features from scratch for every pipeline run, requiring a full scan of historical trades per wallet per window. This batch-mode ...
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ProTip! Restrict your search to the title by using the in:title qualifier.