diff --git a/catalogue/package.json b/catalogue/package.json
index cbd44b7..2ea4fc1 100644
--- a/catalogue/package.json
+++ b/catalogue/package.json
@@ -32,6 +32,9 @@
       },
       "3.12.10-scientific-slim": {
         "reference": "@platforma-open/milaboratories.runenv-python-3.12.10-scientific-slim/dist/tengo/software/main.sw.json"
+      },
+      "3.12.10-humanness": {
+        "reference": "@platforma-open/milaboratories.runenv-python-3.12.10-humanness/dist/tengo/software/main.sw.json"
       }
     }
   },
@@ -46,7 +49,8 @@
     "@platforma-open/milaboratories.runenv-python-3.12.10-rapids": "workspace:*",
     "@platforma-open/milaboratories.runenv-python-3.12.10-h5ad": "workspace:*",
     "@platforma-open/milaboratories.runenv-python-3.12.10-parapred": "workspace:*",
-    "@platforma-open/milaboratories.runenv-python-3.12.10-scientific-slim": "workspace:*"
+    "@platforma-open/milaboratories.runenv-python-3.12.10-scientific-slim": "workspace:*",
+    "@platforma-open/milaboratories.runenv-python-3.12.10-humanness": "workspace:*"
   },
   "devDependencies": {
     "@platforma-sdk/package-builder": "catalog:"
diff --git a/checker/whitelists/python-3.12.10-humanness/linux-aarch64.json b/checker/whitelists/python-3.12.10-humanness/linux-aarch64.json
new file mode 100644
index 0000000..0967ef4
--- /dev/null
+++ b/checker/whitelists/python-3.12.10-humanness/linux-aarch64.json
@@ -0,0 +1 @@
+{}
diff --git a/checker/whitelists/python-3.12.10-humanness/linux-x64.json b/checker/whitelists/python-3.12.10-humanness/linux-x64.json
new file mode 100644
index 0000000..0967ef4
--- /dev/null
+++ b/checker/whitelists/python-3.12.10-humanness/linux-x64.json
@@ -0,0 +1 @@
+{}
diff --git a/checker/whitelists/python-3.12.10-humanness/macosx-aarch64.json b/checker/whitelists/python-3.12.10-humanness/macosx-aarch64.json
new file mode 100644
index 0000000..4d704ee
--- /dev/null
+++ b/checker/whitelists/python-3.12.10-humanness/macosx-aarch64.json
@@ -0,0 +1,10 @@
+{
+  "scipy-1.*-macosx_12_0_arm64.whl": {
+    "scipy.linalg._matfuncs_sqrtm_triu": "cannot import name 'within_block_loop' from partially initialized module",
+    "scipy.stats._unuran.unuran_wrapper": "module 'numpy.random.bit_generator' has no attribute 'SeedlessSequence'. Did you mean: 'SeedSequence"
+  },
+  "scipy-1.*-macosx_14_0_arm64.whl": {
+    "scipy.linalg._matfuncs_sqrtm_triu": "cannot import name 'within_block_loop' from partially initialized module",
+    "scipy.stats._unuran.unuran_wrapper": "module 'numpy.random.bit_generator' has no attribute 'SeedlessSequence'. Did you mean: 'SeedSequence"
+  }
+}
diff --git a/checker/whitelists/python-3.12.10-humanness/macosx-x64.json b/checker/whitelists/python-3.12.10-humanness/macosx-x64.json
new file mode 100644
index 0000000..5f55432
--- /dev/null
+++ b/checker/whitelists/python-3.12.10-humanness/macosx-x64.json
@@ -0,0 +1,10 @@
+{
+  "scipy-1.*-macosx_12_0_x86_64.whl": {
+    "scipy.linalg._matfuncs_sqrtm_triu": "cannot import name 'within_block_loop' from partially initialized module",
+    "scipy.stats._unuran.unuran_wrapper": "module 'numpy.random.bit_generator' has no attribute 'SeedlessSequence'. Did you mean: 'SeedSequence"
+  },
+  "scipy-1.*-macosx_14_0_x86_64.whl": {
+    "scipy.linalg._matfuncs_sqrtm_triu": "cannot import name 'within_block_loop' from partially initialized module",
+    "scipy.stats._unuran.unuran_wrapper": "module 'numpy.random.bit_generator' has no attribute 'SeedlessSequence'. Did you mean: 'SeedSequence"
+  }
+}
diff --git a/checker/whitelists/python-3.12.10-humanness/windows-x64.json b/checker/whitelists/python-3.12.10-humanness/windows-x64.json
new file mode 100644
index 0000000..0967ef4
--- /dev/null
+++ b/checker/whitelists/python-3.12.10-humanness/windows-x64.json
@@ -0,0 +1 @@
+{}
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 8cf9440..b29ba15 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -68,6 +68,9 @@ importers:
       '@platforma-open/milaboratories.runenv-python-3.12.10-h5ad':
         specifier: workspace:*
         version: link:../python-3.12.10-h5ad
+      '@platforma-open/milaboratories.runenv-python-3.12.10-humanness':
+        specifier: workspace:*
+        version: link:../python-3.12.10-humanness
       '@platforma-open/milaboratories.runenv-python-3.12.10-parapred':
         specifier: workspace:*
         version: link:../python-3.12.10-parapred
@@ -133,6 +136,18 @@ importers:
         specifier: 'catalog:'
         version: 4.20.6
 
+  python-3.12.10-humanness:
+    devDependencies:
+      '@platforma-sdk/package-builder':
+        specifier: 'catalog:'
+        version: 3.10.7
+      runenv-python-builder:
+        specifier: workspace:*
+        version: link:../builder
+      tsx:
+        specifier: 'catalog:'
+        version: 4.20.6
+
   python-3.12.10-parapred:
     devDependencies:
       '@platforma-sdk/package-builder':
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index a324e36..13440f1 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -8,6 +8,7 @@ packages:
   - python-3.12.10-h5ad
   - python-3.12.10-parapred
   - python-3.12.10-scientific-slim
+  - python-3.12.10-humanness
   - catalogue
 
 catalog:
diff --git a/python-3.12.10-humanness/CHANGELOG.md b/python-3.12.10-humanness/CHANGELOG.md
new file mode 100644
index 0000000..246e79d
--- /dev/null
+++ b/python-3.12.10-humanness/CHANGELOG.md
@@ -0,0 +1,7 @@
+# @platforma-open/milaboratories.runenv-python-3.12.10-humanness
+
+## 0.1.0
+
+### Minor Changes
+
+- Initial release: python runenv with polars-lts-cpu and promb for humanness scoring.
diff --git a/python-3.12.10-humanness/README.md b/python-3.12.10-humanness/README.md
new file mode 100644
index 0000000..cecb0d6
--- /dev/null
+++ b/python-3.12.10-humanness/README.md
@@ -0,0 +1 @@
+Python 3.12.10 run environment with humanness scoring deps (polars-lts-cpu + promb and transitives).
diff --git a/python-3.12.10-humanness/config.json b/python-3.12.10-humanness/config.json
new file mode 100644
index 0000000..a92a964
--- /dev/null
+++ b/python-3.12.10-humanness/config.json
@@ -0,0 +1,6 @@
+{
+  "packages": {
+    "dependencies": ["polars-lts-cpu==1.33.1", "promb==1.0.2"],
+    "overrides": {}
+  }
+}
diff --git a/python-3.12.10-humanness/package.json b/python-3.12.10-humanness/package.json
new file mode 100644
index 0000000..d43a6fa
--- /dev/null
+++ b/python-3.12.10-humanness/package.json
@@ -0,0 +1,43 @@
+{
+  "name": "@platforma-open/milaboratories.runenv-python-3.12.10-humanness",
+  "version": "0.1.0",
+  "description": "Python 3.12.10 run environment with humanness scoring deps (polars-lts-cpu + promb)",
+  "scripts": {
+    "cleanup": "rm -rf ./pkg-*.tgz ./pydist ./dist/ ./build/",
+    "reset": "pnpm run cleanup && rm -rf ./node_modules ./.turbo",
+    "build": "pl-py-builder",
+    "after-prebuild": "pl-pkg publish packages",
+    "before-publish": "pl-pkg prepublish"
+  },
+  "files": [
+    "dist/"
+  ],
+  "block-software": {
+    "entrypoints": {
+      "main": {
+        "environment": {
+          "artifact": {
+            "type": "environment",
+            "runtime": "python",
+            "registry": "platforma-open",
+            "python-version": "3.12.10",
+            "roots": {
+              "linux-x64": "./pydist/linux-x64",
+              "linux-aarch64": "./pydist/linux-aarch64",
+              "macosx-x64": "./pydist/macosx-x64",
+              "macosx-aarch64": "./pydist/macosx-aarch64",
+              "windows-x64": "./pydist/windows-x64"
+            },
+            "binDir": "bin"
+          }
+        }
+      }
+    }
+  },
+  "license": "UNLICENSED",
+  "devDependencies": {
+    "@platforma-sdk/package-builder": "catalog:",
+    "runenv-python-builder": "workspace:*",
+    "tsx": "catalog:"
+  }
+}