diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..ee950f23d11ff26083e825b6c1067b2de9c942e7 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+metadata/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz.records.jsonl filter=lfs diff=lfs merge=lfs -text
+metadata/sequence_uniprotkb_uniprot_sprot.fasta.gz.records.jsonl filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
index 7be5fc7f47d5db027d120b8024982df93db95b74..6b026e478f8312490d91832274002b17884cdab4 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,96 @@
----
-license: mit
----
+---
+license: cc-by-4.0
+pretty_name: UniProtKB (Swiss-Prot + TrEMBL)
+size_categories:
+  - 100M<n<1B
+task_categories:
+  - other
+language:
+  - en
+tags:
+  - biology
+  - proteins
+  - sequences
+  - fasta
+  - uniprot
+---
+
+# UniProtKB (Swiss-Prot + TrEMBL)
+
+Normalized FASTA shards of UniProt Knowledgebase entries (curated Swiss-Prot plus TrEMBL), processed by the MegaData pipeline.
+
+Processed and uploaded by the [MegaData](https://github.com/) post-download pipeline
+(internal repo). Original source: <https://www.uniprot.org/help/downloads>.
+
+## Statistics
+
+| | |
+|---|---|
+| Source files | 3 |
+| Shards | 205 |
+| Compressed shard bytes | 43.31 GiB (46,504,287,641) |
+| Records (per-source manifest sum) | 203,172,274 |
+| Residues (per-source manifest sum) | 75,747,523,712 |
+| Aggregate manifest `total_records` | 203172274 |
+
+## Layout
+
+```
+.
+├── _MANIFEST.json                      # aggregate manifest written by the pipeline
+├── manifests/<source_slug>.json        # per-source manifest (records, residues, shards)
+├── metadata/<source_slug>.records.jsonl  # per-record provenance
+└── sequences/<source_slug>/shard-NNNNNN.fasta.zst
+```
+
+`<source_slug>` corresponds 1:1 with an upstream source archive; e.g.
+`sequence_uniprotkb_uniprot_sprot.fasta.gz`.
+
+## Loading
+
+Stream every shard of one source (replace `<source_slug>` with the directory of
+interest under `sequences/`):
+
+```bash
+hf download LiteFold/UniProtKB --repo-type dataset \
+  --include 'sequences/<source_slug>/shard-*.fasta.zst' \
+  --local-dir ./uniprotkb
+zstd -dc ./uniprotkb/sequences/<source_slug>/shard-*.fasta.zst | head
+```
+
+Programmatic streaming with [`zstandard`](https://pypi.org/project/zstandard/):
+
+```python
+from huggingface_hub import snapshot_download
+from pathlib import Path
+import zstandard as zstd
+
+local = snapshot_download(
+    repo_id="LiteFold/UniProtKB",
+    repo_type="dataset",
+    allow_patterns=["sequences/*/shard-*.fasta.zst"],
+)
+
+dctx = zstd.ZstdDecompressor()
+for shard in sorted(Path(local).rglob("shard-*.fasta.zst")):
+    with shard.open("rb") as f, dctx.stream_reader(f) as reader:
+        buf = b""
+        while chunk := reader.read(1 << 20):
+            buf += chunk
+            *lines, buf = buf.split(b"\n")
+            for line in lines:
+                ...  # naive splitter; swap in your FASTA parser
+```
+
+## License
+
+CC BY 4.0 (UniProt Consortium).
+
+## Citation
+
+> The UniProt Consortium. UniProt: the Universal Protein Knowledgebase in 2023. Nucleic Acids Research, 51(D1):D523-D531, 2023.
+
+## Provenance
+
+Built from the local manifest entry `uniprotkb` of `manifests/atlas_download_plan.json`.
+Pipeline source: `megadata-post normalize --dataset uniprotkb`.
diff --git a/_MANIFEST.json b/_MANIFEST.json
new file mode 100644
index 0000000000000000000000000000000000000000..3045f698306543f8dec2aa7ee9b7ca4051e64cc3
--- /dev/null
+++ b/_MANIFEST.json
@@ -0,0 +1,43 @@
+{
+  "dataset_id": "uniprotkb",
+  "format": "fasta.zst source-specific shards plus jsonl metadata",
+  "source_count": 3,
+  "sources": [
+    {
+      "dataset_id": "uniprotkb",
+      "format": "fasta.zst plus jsonl metadata",
+      "metadata": "data/processed/sequence/uniprotkb/metadata/sequence_uniprotkb_uniprot_sprot.fasta.gz.records.jsonl",
+      "records": 574627,
+      "residues": 208482574,
+      "sequence_dir": "data/processed/sequence/uniprotkb/sequences/sequence_uniprotkb_uniprot_sprot.fasta.gz",
+      "shards": 1,
+      "source_file": "sequence/uniprotkb/uniprot_sprot.fasta.gz",
+      "source_slug": "sequence_uniprotkb_uniprot_sprot.fasta.gz"
+    },
+    {
+      "dataset_id": "uniprotkb",
+      "format": "fasta.zst plus jsonl metadata",
+      "metadata": "data/processed/sequence/uniprotkb/metadata/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz.records.jsonl",
+      "records": 41333,
+      "residues": 24903719,
+      "sequence_dir": "data/processed/sequence/uniprotkb/sequences/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz",
+      "shards": 1,
+      "source_file": "sequence/uniprotkb/uniprot_sprot_varsplic.fasta.gz",
+      "source_slug": "sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz"
+    },
+    {
+      "dataset_id": "uniprotkb",
+      "format": "fasta.zst plus jsonl metadata",
+      "metadata": "data/processed/sequence/uniprotkb/metadata/sequence_uniprotkb_uniprot_trembl.fasta.gz.records.jsonl",
+      "records": 202556314,
+      "residues": 75514137419,
+      "sequence_dir": "data/processed/sequence/uniprotkb/sequences/sequence_uniprotkb_uniprot_trembl.fasta.gz",
+      "shards": 203,
+      "source_file": "sequence/uniprotkb/uniprot_trembl.fasta.gz",
+      "source_slug": "sequence_uniprotkb_uniprot_trembl.fasta.gz"
+    }
+  ],
+  "total_records": 203172274,
+  "total_residues": 75747523712,
+  "total_shards": 205
+}
\ No newline at end of file
diff --git a/manifests/sequence_uniprotkb_uniprot_sprot.fasta.gz.json b/manifests/sequence_uniprotkb_uniprot_sprot.fasta.gz.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc62f886fd87db49a174e0c53211183474105dd6
--- /dev/null
+++ b/manifests/sequence_uniprotkb_uniprot_sprot.fasta.gz.json
@@ -0,0 +1,11 @@
+{
+  "dataset_id": "uniprotkb",
+  "format": "fasta.zst plus jsonl metadata",
+  "metadata": "data/processed/sequence/uniprotkb/metadata/sequence_uniprotkb_uniprot_sprot.fasta.gz.records.jsonl",
+  "records": 574627,
+  "residues": 208482574,
+  "sequence_dir": "data/processed/sequence/uniprotkb/sequences/sequence_uniprotkb_uniprot_sprot.fasta.gz",
+  "shards": 1,
+  "source_file": "sequence/uniprotkb/uniprot_sprot.fasta.gz",
+  "source_slug": "sequence_uniprotkb_uniprot_sprot.fasta.gz"
+}
\ No newline at end of file
diff --git a/manifests/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz.json b/manifests/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz.json
new file mode 100644
index 0000000000000000000000000000000000000000..0407896d0f42f593f3afcdb648cabdcae102ac6f
--- /dev/null
+++ b/manifests/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz.json
@@ -0,0 +1,11 @@
+{
+  "dataset_id": "uniprotkb",
+  "format": "fasta.zst plus jsonl metadata",
+  "metadata": "data/processed/sequence/uniprotkb/metadata/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz.records.jsonl",
+  "records": 41333,
+  "residues": 24903719,
+  "sequence_dir": "data/processed/sequence/uniprotkb/sequences/sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz",
+  "shards": 1,
+  "source_file": "sequence/uniprotkb/uniprot_sprot_varsplic.fasta.gz",
+  "source_slug": "sequence_uniprotkb_uniprot_sprot_varsplic.fasta.gz"
+}
\ No newline at end of file
diff --git a/manifests/sequence_uniprotkb_uniprot_trembl.fasta.gz.json b/manifests/sequence_uniprotkb_uniprot_trembl.fasta.gz.json
new file mode 100644
index 0000000000000000000000000000000000000000..b497c4e584d3458c19f2498f620e15b4f5241ebb
--- /dev/null
+++ b/manifests/sequence_uniprotkb_uniprot_trembl.fasta.gz.json
@@ -0,0 +1,11 @@
+{
+  "dataset_id": "uniprotkb",
+  "format": "fasta.zst plus jsonl metadata",
+  "metadata": "data/processed/sequence/uniprotkb/metadata/sequence_uniprotkb_uniprot_trembl.fasta.gz.records.jsonl",
+  "records": 202556314,
+  "residues": 75514137419,
+  "sequence_dir": "data/processed/sequence/uniprotkb/sequences/sequence_uniprotkb_uniprot_trembl.fasta.gz",
+  "shards": 203,
+  "source_file": "sequence/uniprotkb/uniprot_trembl.fasta.gz",
+  "source_slug": "sequence_uniprotkb_uniprot_trembl.fasta.gz"
+}
\ No newline at end of file
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