diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..2df096dce087d888236854c74affc5789f79ab4f
--- /dev/null
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+---
+pretty_name: WorldOracle Validation Ground Truth
+---
+
+# WorldOracle Validation Ground Truth
+
+This private dataset contains the frozen validation split and its ground-truth
+data for WorldOracle. It must remain private until the benchmark release and
+data-access policy have been approved.
+
+The data is stored as one uncompressed tar archive per episode. This keeps the
+repository resumable and avoids hundreds of thousands of individual Hub files.
+Extract an episode with `tar -xf <episode>.tar -C <destination>`.
+
+## Platforms
+
+| Platform | Episodes |
+| --- | ---: |
+| AgiBot | 20 |
+| YAM | 15 |
+| Human Hand | 20 |
+| Policy | 12 |
+| **Total** | **67** |
+
+`validation_manifest.json` is the canonical inventory. It records the path,
+size and SHA-256 of every episode archive. `SHA256SUMS` covers all repository
+files except itself.
diff --git a/SHA256SUMS b/SHA256SUMS
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