diff --git a/CHANGELOG.md b/CHANGELOG.md
index fe5903b..0604c34 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,14 @@ All notable changes to `RiskLabAI.jl` are documented here. The format is based o
 [Semantic Versioning](https://semver.org/spec/v2.0.0.html) (pre-1.0: minor
 versions may include breaking changes).
 
+## [0.6.1] — 2026-06-20
+
+### Changed
+
+- Added `[compat]` entries for the standard-library dependencies (`Dates`,
+  `LinearAlgebra`, `Random`, `Statistics`) so the package passes Julia General
+  registry auto-merge. No source or API changes.
+
 ## [0.6.0] — 2026-06-20
 
 Milestone release: `RiskLabAI.jl` is parity-complete with `RiskLabAI.py`, and the
diff --git a/Project.toml b/Project.toml
index e9be587..39d0451 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,6 +1,6 @@
 name = "RiskLabAI"
 uuid = "a72881da-fdaa-49c1-8962-99caf4ccfee8"
-version = "0.6.0"
+version = "0.6.1"
 authors = ["RiskLab AI <research@risklab.ai>"]
 
 [deps]
@@ -23,11 +23,15 @@ Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 Clustering = "0.15"
 Combinatorics = "1"
 DataFrames = "1"
+Dates = "1"
 DecisionTree = "0.12"
 Distributions = "0.25"
 HypothesisTests = "0.11"
+LinearAlgebra = "1"
 Lux = "1.31.4"
 Optimisers = "0.4.7"
+Random = "1"
+Statistics = "1"
 TimeSeries = "0.20 - 0.24"
 Zygote = "0.7.11"
 julia = "1.10"