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diff --git a/multiswe_v1/README.md b/multiswe_v1/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..959de25526789978e7e66b4c46668c02e4314475
--- /dev/null
+++ b/multiswe_v1/README.md
@@ -0,0 +1,47 @@
+# [MultiSWE](https://huggingface.co/datasets/PrimeIntellect/Multi-SWE-RL-Verified)
+
+## Dataset stats
+
+- **Original tasks:** 2,232
+- **Kept:** 1,872
+- **Changed:** 1,872
+- **Archived:** 314
+- **Pending final inclusion or exclusion:** 46
+- **Images:** 2,232 original per-task Docker image references, reduced to 339 shared image build contexts before exclusions and **290** for the kept tasks.
+
+The kept set is not yet a fully validated release. Reconciliation of saved outcomes still finds 3 setup failures, 635 reference failures, 622 no-op failures and 22 tasks without complete stage 4 results among kept tasks; these groups overlap. Manual approvals are included in these counts. Historical passes do not certify compliance with the current validation settings.
+
+## Dataset characteristics
+
+Real repository issue-solving tasks with a base checkout, issue instructions, upstream test patch and reference solution. Source: [PrimeIntellect/Multi-SWE-RL-Verified, revision `80de95c`](https://huggingface.co/datasets/PrimeIntellect/Multi-SWE-RL-Verified/tree/80de95c62ac792c99dcfa8e26569bcd7d036bdc3).
+
+Domains
+
+**Software Engineering; Debugging; Web and API Tooling; Build Systems.** Tasks span projects including Checkstyle, Mockito, SpotBugs, Hugo, etcd, SDL, Svelte, React Router and Nuxt.
+
+Capabilities
+
+**Exploration; Error Recovery; Specification Adherence.** Locate relevant code in unfamiliar repositories, reproduce a defect, modify the implementation and verify the repair against project tests. Some tasks require dependency or build-system changes.
+
+