Datasets:

Battam
/

agentic-env-index

@@ -2288,3 +2288,58 @@ Changes to the content of this index, oldest first. There is one entry for each
 ## 2026-11-02: batches added to the tables
 - chemistry-materials-trees: batch inc added to meta/sources.json and meta/batches.parquet

 ## 2026-11-02: batches added to the tables
 - chemistry-materials-trees: batch inc added to meta/sources.json and meta/batches.parquet
+## 2026-11-03: daily update
+- Sources added (5): apis-guru-openapi, courtlistener-bulk, mitre-cwe, open-food-facts, polyhaven
+- Sources removed (0): none
+- Rows added and removed, by source:
+  - ansible-galaxy-collections: 88 rows added (54,017 to 54,105)
+  - apache-jira: 1,443 rows added (1,198,331 to 1,199,774)
+  - apis-guru-openapi: 961 rows added (0 to 961)
+  - artifact-hub-helm-charts: 29,007 rows added (331,528 to 360,535)
+  - audio-processing-trees: 178 rows added (31,825 to 32,003)
+  - chemistry-materials-trees: 17 rows added (46,750 to 46,767)
+  - conda-forge-packages: 4,737 rows added (3,450,345 to 3,455,082)
+  - courtlistener-bulk: 1,111 rows added (0 to 1,111)
+  - cran: 111 rows added (27,186 to 27,297)
+  - crypto-library-trees: 21 rows added (19,209 to 19,230)
+  - data-gov: 777 rows added (993,347 to 994,124)
+  - debian-bugs: 1,343 rows added (2,265,088 to 2,266,431)
+  - discourse-forums: 4,038 rows added (16,280,730 to 16,284,768)
+  - docker-hub: 10,450 rows added (732,534 to 742,984)
+  - engine-source-trees: 2,034 rows added (163,210 to 165,244)
+  - fedora-koji-build-logs: 5,357 rows added (640,448 to 645,805)
+  - forensics-tool-trees: 82 rows added (3,720 to 3,802)
+  - formal-math-trees: 275 rows added (31,698 to 31,973)
+  - gcc-bugzilla: 106 rows added (189,561 to 189,667)
+  - gerrit-code-review: 419,986 rows added (1,648,798 to 2,068,784)
+  - go-module-proxy-zips: 80,540 rows added (65,303,763 to 65,384,303)
+  - govinfo-bulk-data: 357 rows added (424,231 to 424,588)
+  - gpu-kernel-trees: 29 rows added (23,654 to 23,683)
+  - hackage-packages: 105 rows added (333,174 to 333,279)
+  - harvard-dataverse: 4,346 rows added (1,235,847 to 1,240,193)
+  - inference-serving-trees: 819 rows added (27,645 to 28,464)
+  - kernel-bugzilla: 25 rows added (127,028 to 127,053)
+  - legacy-interop-trees: 666 rows added (18,346 to 19,012)
+  - libcdio-iso-malformed: 1 rows added (8 to 9)
+  - libreoffice-bugzilla: 150 rows added (250,863 to 251,013)
+  - linux-kernel-mail-archives: 3,148 rows added (8,144 to 11,292)
+  - mendeley-data: 33,861 rows added (16,162,550 to 16,196,411)
+  - mitre-cwe: 1,041 rows added (0 to 1,041)
+  - music-notation-trees: 43 rows added (30,341 to 30,384)
+  - npm: 188,871 rows added (92,144,600 to 92,333,471)
+  - numerical-library-trees: 37 rows added (19,231 to 19,268)
+  - nvd-cve: 877 rows added (444,713 to 445,590)
+  - open-food-facts: 2 rows added (0 to 2)
+  - opendev-zuul-ci: 2,071 rows added (60,335 to 62,406)
+  - pmc-open-access: 286,513 rows added (19,648,006 to 19,934,519)
+  - polyhaven: 179,604 rows added (0 to 179,604)
+  - project-gutenberg: 23 rows added (2,026,548 to 2,026,571)
+  - pypi: 361,605 rows added (60,496,237 to 60,857,842)
+  - query-engine-trees: 137 rows added (24,735 to 24,872)
+  - robotics-control-trees: 334 rows added (27,668 to 28,002)
+  - saurav-astro-ctf-fat12-deleted: 1 rows added (4 to 5)
+  - smithsonian-open-access: 13,605 rows added (9,345,507 to 9,359,112)
+  - sourceware-public-inbox: 281 rows added (955 to 1,236)
+- Rows withheld because they copy an evaluation benchmark: 6

README.md CHANGED Viewed

@@ -24,7 +24,7 @@ configs:
 <!-- artifact-pointer-layout: v2 -->
 <!-- Generated by artpool.index_projection from meta/, cards/*.yaml, the field registry and its templates. Every release regenerates it, so edits to this file do not last. -->
-![Public web, in two layers (task material in collections; corpora), one row per file (address, size, SHA-256, license), your selection, fetched and verified](https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-02.14/docs/banner.svg)
 # Agentic Env Index
@@ -32,7 +32,7 @@ An index of public files for building agent environments: where each one is, its
 English | [简体中文](README.zh.md)
-[![license: CC0-1.0](https://img.shields.io/badge/license-CC0--1.0-4F6D80)](https://creativecommons.org/publicdomain/zero/1.0/) [![material sets: 1,793](https://img.shields.io/badge/material%20sets-1%2C793-4F6D80)](docs/sources.md) [![corpora: 119](https://img.shields.io/badge/corpora-119-4F6D80)](docs/sources.md) [![release: release-2026-11-02.14](https://img.shields.io/badge/release-release--2026--11--02.14-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.14)
 ## Dataset Details
@@ -43,25 +43,25 @@ A material set is a batch of files picked from one source (a site, a repository
 - **Task material:** 1,793 material sets in 13 collections, with 4,171 units, 787 of them with an answer file.
   A material set (task-ready) is a batch of files picked from one source (a site, a repository or a dataset), for building tasks;
   its files are grouped into units, often with answers.
-- **Corpora:** 119 corpora with 1,222,021,768 rows, to search when no material set fits.
   A corpus (plural corpora; raw) is one whole upstream that a collector keeps reading, such as a package registry, a bug tracker, a mailing list or a web archive;
   its rows point to files or records and carry no units and no answers.
 - **What it is:** one row per file, with where to download it, its size, its hashes and its license.
   The Dataset Viewer has two subsets: `catalog`, one row per material set or corpus with its `kind` and `collection`, and `preview`, the first 10 rows of each.
   One material set or corpus is read from its folder `data/<source>/`, as in the quick start below and with `tools/fetch.py`.
-- **Size of the whole index:** Recorded size 4.28 PB; deduplicated size 3.85 PB; size check: 99.4% match (26,606 of the 30,451 rows read compared); not compared: address unreachable 2,802, file gone 1, login needed 353, no size from the server 689; estimated size of 166,826,933 of the 311,587,587 rows without a recorded size: 387 TB (an estimate; 95% range 330 TB to 467 TB, the sum of its sources' ranges, wider than a joint interval; from 5,077 rows read), the other 144,760,654 with too few rows read for an estimate.
   The recorded size is the sum of `size_bytes` over the rows that have one (catalog column `bytes`). The check reads a fixed sample of rows of every data file (`meta/sizes.parquet`); its share is the rows that match their recorded size out of the rows it compared (status `match`, `size_mismatch` or `hash_mismatch`), and the rows it could not compare, which never reached their file, are counted beside it by status (`unreachable`, `gone`, `needs_auth`, `no_length`, `error`; catalog column `size_check`). The estimate for a source's rows without a recorded size (catalog columns `unsized_rows` and `unsized_estimate`) is their number times the mean measured size of such rows read, with a 95% BCa bootstrap range (`scipy.stats.bootstrap`, its default resample count); a source with fewer than 10 such rows read has none. Above one source, the estimate is the sum of its sources' estimates and its range the sum of their ranges, which is wider than a joint interval. The figures of every level are in `meta/size_figures.json`.
 - **Who it is for:** people and agents that pick material for terminal tasks and then fetch the files themselves.
 - **What it is not:** a list of ready tasks or environments, and not a copy of the files.
 ## Quick start
-Everything below is pinned to the release tag `release-2026-11-02.14`.
 1. Fetch files with one command ([uv](https://docs.astral.sh/uv/) reads the script's dependencies):
 ```sh
-uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-02.14/tools/fetch.py --form spreadsheets-with-answers --sample 3 --out ./data
 ```
 This step returns units: 3 units from each material set of the form `spreadsheets-with-answers`, with their answers apart under `answer/`.
@@ -70,7 +70,7 @@ This step returns units: 3 units from each material set of the form `spreadsheet
 ```sql
 SELECT source, collection, title, units, answers, files, top_types, license.tier AS license_tier, needs_auth
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/meta/catalog.parquet'
 WHERE kind = 'material_set' AND needs_auth = 'no' AND license.tier IN ('permissive', 'share-alike')
 ORDER BY collection, units DESC;
 ```
@@ -82,7 +82,7 @@ with `kind = 'corpus'` it returns corpora instead, counted in rows (`files`).
 ```sql
 SELECT uri, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/if-archive/*/*.parquet'
 WHERE ext = 'pdf' AND size_bytes BETWEEN 100000 AND 5000000
 ORDER BY size_bytes LIMIT 20;
 ```
@@ -98,7 +98,7 @@ only their sizes add up to the size of the whole index.
 ### Task material, by collection
 1,793 material sets in 13 collections, with 4,171 units, 787 of them with an answer file.
-Recorded size 11.6 GB; deduplicated size 2.82 GB; size check: 98.8% match (3,413 of the 5,654 rows read compared); not compared: address unreachable 2,240, login needed 1.
 Upstreams are the upstream works the material sets of a collection come from.
 | Collection | Material sets | Units | Units with an answer file | Upstreams |
@@ -119,23 +119,23 @@ Upstreams are the upstream works the material sets of a collection come from.
 ### Corpora
-119 corpora with 1,222,021,768 rows.
-Recorded size 4.28 PB; deduplicated size 3.85 PB; size check: 99.5% match (23,193 of the 24,797 rows read compared); not compared: address unreachable 562, file gone 1, login needed 352, no size from the server 689; estimated size of 166,826,933 of the 311,587,587 rows without a recorded size: 387 TB (an estimate; 95% range 330 TB to 467 TB, the sum of its sources' ranges, wider than a joint interval; from 5,077 rows read), the other 144,760,654 with too few rows read for an estimate.
 Each corpus is counted under its main domain.
 | Domain | Corpora | Rows | Distinct size |
 |---|---:|---:|---:|
-| Data science | 21 | 746,446,486 | 595 TB |
-| System administration | 28 | 188,828,554 | 178 TB |
-| Many domains | 15 | 109,249,876 | 222 TB |
-| Software engineering | 12 | 65,772,970 | 86.5 TB |
-| Operations | 3 | 39,376,179 | unknown |
-| Science | 10 | 34,673,251 | 25.1 TB |
-| Media | 8 | 12,602,380 | 867 TB |
 | Machine learning | 5 | 9,508,044 | 1.86 PB |
 | Hardware | 2 | 8,713,543 | 1.65 TB |
-| Security | 8 | 4,079,284 | 11.8 TB |
-| Unclassified | 4 | 2,529,941 | 80.5 GB |
 | Misc | 3 | 241,260 | 2.89 TB |
 - [Data page](https://huggingface.co/spaces/Battam/agentic-env-catalog): browse task material by collection, or corpora, one layer at a time, and build a fetch command.
@@ -197,19 +197,19 @@ Every row field and every column of the catalog: [docs/fields.md](docs/fields.md
   it contains no personal records of its own.
 - Some sources point to material that names its authors, such as mailing lists, bug trackers and forums.
 - Rows that point to data about health or about minors carry `health` or `minors` in the row column `sensitive`, so they can be filtered out.
-- Personal information read from sample files: 18 of 1,912 sources so far, each from 9 to 30 sample files read on 2026-10-04 and 2026-10-05; by level: `none_known` 3, `present` 14, `suspected` 1. The other 1,894 sources show `not judged yet`. Each source card gives its level with the sample files it rests on (`risk.pii` and `risk.pii_evidence` in the YAML card).
 ## Bias, Risks, and Limitations
-- Sizes: 1,870 of 1,912 sources have a size for every row. For the other 42, rows whose size the source does not publish are shown as unknown and left out of size totals, never counted as 0.
-- Judged fields: 0 of 1,912 sources have a summary and task fit read from sample files, and 18 of 1,912 have personal information read from sample files (the same count as in the section above); fields not judged yet say so. Counts, types, sizes and licenses of every source come from the index itself.
-- Growing sources: 21 of 1,912 sources are still being collected, and their row counts grow with each release.
 ## Updates and Versions
-- Latest release: `release-2026-11-02.14` (its newest CHANGELOG entry is dated 2026-11-02). Releases were published on 17 of the 30 days from 2026-10-04 to 2026-11-02.
 - Releases are listed in [CHANGELOG.md](CHANGELOG.md);
-  each one is a commit with its own release tag (this one is [`release-2026-11-02.14`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.14)),
   so any earlier state stays readable at its tag.
 - `meta/projection.json` records the release tag and the version of the program and templates that generated this card.
 - Croissant metadata: [generated by the Hub](https://huggingface.co/api/datasets/Battam/agentic-env-index/croissant);
@@ -231,7 +231,7 @@ A removal covers the current version of this repository (the main branch) and th
 @misc{agentic_env_index,
   title        = {agentic-env-index: an index of public materials for building agent environments},
   howpublished = {https://huggingface.co/datasets/Battam/agentic-env-index},
-  note         = {Release release-2026-11-02.14},
   year         = {2026}
 }
 ```

 <!-- artifact-pointer-layout: v2 -->
 <!-- Generated by artpool.index_projection from meta/, cards/*.yaml, the field registry and its templates. Every release regenerates it, so edits to this file do not last. -->
+![Public web, in two layers (task material in collections; corpora), one row per file (address, size, SHA-256, license), your selection, fetched and verified](https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-03.1/docs/banner.svg)
 # Agentic Env Index
 English | [简体中文](README.zh.md)
+[![license: CC0-1.0](https://img.shields.io/badge/license-CC0--1.0-4F6D80)](https://creativecommons.org/publicdomain/zero/1.0/) [![material sets: 1,793](https://img.shields.io/badge/material%20sets-1%2C793-4F6D80)](docs/sources.md) [![corpora: 124](https://img.shields.io/badge/corpora-124-4F6D80)](docs/sources.md) [![release: release-2026-11-03.1](https://img.shields.io/badge/release-release--2026--11--03.1-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-03.1)
 ## Dataset Details
 - **Task material:** 1,793 material sets in 13 collections, with 4,171 units, 787 of them with an answer file.
   A material set (task-ready) is a batch of files picked from one source (a site, a repository or a dataset), for building tasks;
   its files are grouped into units, often with answers.
+- **Corpora:** 124 corpora with 1,222,998,292 rows, to search when no material set fits.
   A corpus (plural corpora; raw) is one whole upstream that a collector keeps reading, such as a package registry, a bug tracker, a mailing list or a web archive;
   its rows point to files or records and carry no units and no answers.
 - **What it is:** one row per file, with where to download it, its size, its hashes and its license.
   The Dataset Viewer has two subsets: `catalog`, one row per material set or corpus with its `kind` and `collection`, and `preview`, the first 10 rows of each.
   One material set or corpus is read from its folder `data/<source>/`, as in the quick start below and with `tools/fetch.py`.
+- **Size of the whole index:** Recorded size 4.29 PB; deduplicated size 3.86 PB; size check: 99.4% match (42,514 of the 43,219 rows read compared); not compared: address unreachable 143, file gone 177, login needed 342, no size from the server 43; estimated size of 286,056,579 of the 312,017,627 rows without a recorded size: 583 TB (an estimate; 95% range 501 TB to 701 TB, the sum of its sources' ranges, wider than a joint interval; from 15,685 rows read), the other 25,961,048 with too few rows read for an estimate.
   The recorded size is the sum of `size_bytes` over the rows that have one (catalog column `bytes`). The check reads a fixed sample of rows of every data file (`meta/sizes.parquet`); its share is the rows that match their recorded size out of the rows it compared (status `match`, `size_mismatch` or `hash_mismatch`), and the rows it could not compare, which never reached their file, are counted beside it by status (`unreachable`, `gone`, `needs_auth`, `no_length`, `error`; catalog column `size_check`). The estimate for a source's rows without a recorded size (catalog columns `unsized_rows` and `unsized_estimate`) is their number times the mean measured size of such rows read, with a 95% BCa bootstrap range (`scipy.stats.bootstrap`, its default resample count); a source with fewer than 10 such rows read has none. Above one source, the estimate is the sum of its sources' estimates and its range the sum of their ranges, which is wider than a joint interval. The figures of every level are in `meta/size_figures.json`.
 - **Who it is for:** people and agents that pick material for terminal tasks and then fetch the files themselves.
 - **What it is not:** a list of ready tasks or environments, and not a copy of the files.
 ## Quick start
+Everything below is pinned to the release tag `release-2026-11-03.1`.
 1. Fetch files with one command ([uv](https://docs.astral.sh/uv/) reads the script's dependencies):
 ```sh
+uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-03.1/tools/fetch.py --form spreadsheets-with-answers --sample 3 --out ./data
 ```
 This step returns units: 3 units from each material set of the form `spreadsheets-with-answers`, with their answers apart under `answer/`.
 ```sql
 SELECT source, collection, title, units, answers, files, top_types, license.tier AS license_tier, needs_auth
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/meta/catalog.parquet'
 WHERE kind = 'material_set' AND needs_auth = 'no' AND license.tier IN ('permissive', 'share-alike')
 ORDER BY collection, units DESC;
 ```
 ```sql
 SELECT uri, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/if-archive/*/*.parquet'
 WHERE ext = 'pdf' AND size_bytes BETWEEN 100000 AND 5000000
 ORDER BY size_bytes LIMIT 20;
 ```
 ### Task material, by collection
 1,793 material sets in 13 collections, with 4,171 units, 787 of them with an answer file.
+Recorded size 11.6 GB; deduplicated size 2.82 GB; size check: 99.1% match (7,100 of the 7,114 rows read compared); not compared: address unreachable 11, file gone 2, login needed 1.
 Upstreams are the upstream works the material sets of a collection come from.
 | Collection | Material sets | Units | Units with an answer file | Upstreams |
 ### Corpora
+124 corpora with 1,222,998,292 rows.
+Recorded size 4.29 PB; deduplicated size 3.86 PB; size check: 99.5% match (35,414 of the 36,105 rows read compared); not compared: address unreachable 132, file gone 175, login needed 341, no size from the server 43; estimated size of 286,056,579 of the 312,017,627 rows without a recorded size: 583 TB (an estimate; 95% range 501 TB to 701 TB, the sum of its sources' ranges, wider than a joint interval; from 15,685 rows read), the other 25,961,048 with too few rows read for an estimate.
 Each corpus is counted under its main domain.
 | Domain | Corpora | Rows | Distinct size |
 |---|---:|---:|---:|
+| Data science | 22 | 746,661,509 | 596 TB |
+| System administration | 29 | 189,097,566 | 180 TB |
+| Many domains | 15 | 109,251,285 | 222 TB |
+| Software engineering | 12 | 65,824,915 | 86.5 TB |
+| Operations | 4 | 39,377,290 | 1.78 TB |
+| Science | 10 | 34,673,274 | 25.1 TB |
+| Media | 9 | 12,795,589 | 876 TB |
 | Machine learning | 5 | 9,508,044 | 1.86 PB |
 | Hardware | 2 | 8,713,543 | 1.65 TB |
+| Security | 9 | 4,080,963 | 11.8 TB |
+| Unclassified | 4 | 2,773,054 | 81.8 GB |
 | Misc | 3 | 241,260 | 2.89 TB |
 - [Data page](https://huggingface.co/spaces/Battam/agentic-env-catalog): browse task material by collection, or corpora, one layer at a time, and build a fetch command.
   it contains no personal records of its own.
 - Some sources point to material that names its authors, such as mailing lists, bug trackers and forums.
 - Rows that point to data about health or about minors carry `health` or `minors` in the row column `sensitive`, so they can be filtered out.
+- Personal information read from sample files: 18 of 1,917 sources so far, each from 9 to 30 sample files read on 2026-10-04 and 2026-10-05; by level: `none_known` 3, `present` 14, `suspected` 1. The other 1,899 sources show `not judged yet`. Each source card gives its level with the sample files it rests on (`risk.pii` and `risk.pii_evidence` in the YAML card).
 ## Bias, Risks, and Limitations
+- Sizes: 1,873 of 1,917 sources have a size for every row. For the other 44, rows whose size the source does not publish are shown as unknown and left out of size totals, never counted as 0.
+- Judged fields: 0 of 1,917 sources have a summary and task fit read from sample files, and 18 of 1,917 have personal information read from sample files (the same count as in the section above); fields not judged yet say so. Counts, types, sizes and licenses of every source come from the index itself.
+- Growing sources: 21 of 1,917 sources are still being collected, and their row counts grow with each release.
 ## Updates and Versions
+- Latest release: `release-2026-11-03.1` (its newest CHANGELOG entry is dated 2026-11-03). Releases were published on 17 of the 30 days from 2026-10-05 to 2026-11-03.
 - Releases are listed in [CHANGELOG.md](CHANGELOG.md);
+  each one is a commit with its own release tag (this one is [`release-2026-11-03.1`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-03.1)),
   so any earlier state stays readable at its tag.
 - `meta/projection.json` records the release tag and the version of the program and templates that generated this card.
 - Croissant metadata: [generated by the Hub](https://huggingface.co/api/datasets/Battam/agentic-env-index/croissant);
 @misc{agentic_env_index,
   title        = {agentic-env-index: an index of public materials for building agent environments},
   howpublished = {https://huggingface.co/datasets/Battam/agentic-env-index},
+  note         = {Release release-2026-11-03.1},
   year         = {2026}
 }
 ```

README.zh.md CHANGED Viewed

@@ -11,7 +11,7 @@ tags:
 ---
 <!-- Generated by artpool.index_projection from meta/, cards/*.yaml, the field registry and its templates. Every release regenerates it, so edits to this file do not last. -->
-![公开网络，分两层（按合集的任务材料；语料库），每个文件一行（地址、大小、SHA-256、许可证），你的选择，下载并校验](https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-02.14/docs/banner.zh.svg)
 # Agentic Env Index
@@ -19,7 +19,7 @@ tags:
 [English](README.md) | 简体中文
-[![许可证: CC0-1.0](https://img.shields.io/badge/%E8%AE%B8%E5%8F%AF%E8%AF%81-CC0--1.0-4F6D80)](https://creativecommons.org/publicdomain/zero/1.0/) [![材料集: 1,793](https://img.shields.io/badge/%E6%9D%90%E6%96%99%E9%9B%86-1%2C793-4F6D80)](docs/sources.zh.md) [![语料库: 119](https://img.shields.io/badge/%E8%AF%AD%E6%96%99%E5%BA%93-119-4F6D80)](docs/sources.zh.md) [![版本: release-2026-11-02.14](https://img.shields.io/badge/%E7%89%88%E6%9C%AC-release--2026--11--02.14-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.14)
 ## 数据集详情
@@ -30,25 +30,25 @@ tags:
 - **任务材料：** 13 个合集中的 1,793 个材料集，共 4,171 个单元，其中 787 个有答案文件。
   材料集（任务就绪）是从同一个来源挑出来的一批文件（一个网站、一个仓库或一个数据集），用来构建任务；
   它的文件分组为单元，常带有答案。
-- **语料库：** 119 个语料库，共 1,222,021,768 行，在没有合适的材料集时用来搜索。
   语料库（原始）是采集器持续读取的一个完整上游，例如软件包仓库、缺陷跟踪系统、邮件列表或网页存档；
   它的行指向文件或记录，不分单元，也没有答案。
 - **是什么：** 每个文件一行，写明下载地址、大小、哈希值和许可证。
   数据集查看器有两个子集：`catalog`，每个材料集或语料库一行，带有它的 `kind` 和 `collection`；`preview`，每个的前 10 行。
   单个材料集或语料库从它的文件夹 `data/<source>/` 读取，见下面的快速上手和 `tools/fetch.py`。
-- **整个索引的大小：** 记录的大小 4.28 PB；去重后大小 3.85 PB；大小核对：99.4% 一致（读过 30,451 行，比对了 26,606 行）；未比对：地址无法访问 2,802 行、文件已不存在 1 行、需要登录 353 行、服务器未给出大小 689 行；没有记录大小的 311,587,587 行中 166,826,933 行的估计大小：387 TB（这是估计值；95% 范围 330 TB 到 467 TB，为其各来源范围之和，比联合区间更宽；依据读过的 5,077 行），其余 144,760,654 行读过的太少，无法估计。
   记录的大小是有大小的各行 `size_bytes` 之和（目录列 `bytes`）。核对读取每个数据文件中固定抽取的一组行（`meta/sizes.parquet`）；其比例是比对过的行（状态 `match`、`size_mismatch` 或 `hash_mismatch`）中与记录的大小一致的行所占的比例，没能比对的行（没有取到文件）按状态另行计数（`unreachable`、`gone`、`needs_auth`、`no_length`、`error`；目录列 `size_check`）。一个来源没有记录大小的行的估计（目录列 `unsized_rows` 和 `unsized_estimate`）是这些行的行数乘以读过的这类行的平均实测大小，并给出 95% BCa 自助法范围（`scipy.stats.bootstrap`，用其默认重抽样次数）；读过的这类行少于 10 行的来源没有估计。在来源之上的层级，估计���其各来源估计之和，范围是各来源范围之和，比联合区间更宽。每个层级的数字都在 `meta/size_figures.json` 中。
 - **给谁用：** 为终端任务挑选材料、然后自己下载文件的人和智能体。
 - **不是什么：** 不是现成的任务或环境列表，也不是文件的副本。
 ## 快速上手
-下面的一切都固定在发布标签 `release-2026-11-02.14` 上。
 1. 用一条命令下载文件（[uv](https://docs.astral.sh/uv/) 会读取脚本声明的依赖）：
 ```sh
-uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-02.14/tools/fetch.py --form spreadsheets-with-answers --sample 3 --out ./data
 ```
 这一步返回单元：形式为 `spreadsheets-with-answers` 的每个材料集各 3 个单元，答案另放在 `answer/` 下。
@@ -57,7 +57,7 @@ uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-
 ```sql
 SELECT source, collection, title, units, answers, files, top_types, license.tier AS license_tier, needs_auth
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/meta/catalog.parquet'
 WHERE kind = 'material_set' AND needs_auth = 'no' AND license.tier IN ('permissive', 'share-alike')
 ORDER BY collection, units DESC;
 ```
@@ -69,7 +69,7 @@ ORDER BY collection, units DESC;
 ```sql
 SELECT uri, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/if-archive/*/*.parquet'
 WHERE ext = 'pdf' AND size_bytes BETWEEN 100000 AND 5000000
 ORDER BY size_bytes LIMIT 20;
 ```
@@ -85,7 +85,7 @@ ORDER BY size_bytes LIMIT 20;
 ### 任务材料，按合集
 13 个合集中的 1,793 个材料集，共 4,171 个单元，其中 787 个有答案文件。
-记录的大小 11.6 GB；去重后大小 2.82 GB；大小核对：98.8% 一致（读过 5,654 行，比对了 3,413 行）；未比对：地址无法访问 2,240 行、需要登录 1 行。
 上游是一个合集的材料集所来自的上游作品。
 | 合集 | 材料集数 | 单元数 | 有答案文件的单元数 | 上游数 |
@@ -106,23 +106,23 @@ ORDER BY size_bytes LIMIT 20;
 ### 语料库
-119 个语料库，共 1,222,021,768 行。
-记录的大小 4.28 PB；去重后大小 3.85 PB；大小核对：99.5% 一致（读过 24,797 行，比对了 23,193 行）；未比对：地址无法访问 562 行、文件已不存在 1 行、需要登录 352 行、服务器未给出大小 689 行；没有记录大小的 311,587,587 行中 166,826,933 行的估计大小：387 TB（这是估计值；95% 范围 330 TB 到 467 TB，为其各来源范围之和，比联合区间更宽；依据读过的 5,077 行），其余 144,760,654 行读过的太少，无法估计。
 每个语料库计入它的主要领域。
 | 领域 | 语料库数 | 行数 | 去重后大小 |
 |---|---:|---:|---:|
-| 数据科学 / 数据处理 / 查询 | 21 | 746,446,486 | 595 TB |
-| 系统管理 / DevOps / 环境构建 | 28 | 188,828,554 | 178 TB |
-| 多领域 | 15 | 109,249,876 | 222 TB |
-| 软件工程 | 12 | 65,772,970 | 86.5 TB |
-| 业务运营流程 | 3 | 39,376,179 | 未知 |
-| 科学 | 10 | 34,673,251 | 25.1 TB |
-| 媒体 | 8 | 12,602,380 | 867 TB |
 | 机器学习 / 模型运维 | 5 | 9,508,044 | 1.86 PB |
 | 硬件 | 2 | 8,713,543 | 1.65 TB |
-| 安全 | 8 | 4,079,284 | 11.8 TB |
-| 未分类 | 4 | 2,529,941 | 80.5 GB |
 | 杂项 / 游戏 / 策略 / 约束调度 | 3 | 241,260 | 2.89 TB |
 - [数据页面](https://huggingface.co/spaces/Battam/agentic-env-catalog)：按合集浏览任务材料，或浏览语料库，每次一层，并生成下载命令。
@@ -185,19 +185,19 @@ ORDER BY size_bytes LIMIT 20;
   它本身不含任何个人记录。
 - 有些来源指向署有作者姓名的材料，例如邮件列表、缺陷跟踪系统和论坛。
 - 指向健康或未成年人相关数据的行，在行列 `sensitive` 中标有 `health` 或 `minors`，可以据此过滤掉。
-- 从样本文件读出的个人信息：目前 1,912 个来源中已判读 18 个，每个来源读了 9 到 30 个样本文件，读取日期为 2026-10-04 和 2026-10-05；按等级：`none_known` 3, `present` 14, `suspected` 1。其余 1,894 个来源显示 `not judged yet`（尚未判读）。每张来源卡片给出它的等级和所依据的样本文件（YAML 卡片里的 `risk.pii` 和 `risk.pii_evidence`）。
 ## 偏差、风险与局限
-- 大小：1,912 个来源中有 1,870 个每一行都有大小。其余 42 个来源里，来源没有公布大小的行显示为未知，不计入大小合计，也从不按 0 计。
-- 判读字段：1,912 个来源中有 0 个已从样本文件读出摘要和任务适配度，1,912 个中有 18 个已从样本文件读出个人信息（与上一节的计数相同）；尚未判读的字段会注明。每个来源的计数、类型、大小和许可证都直接来自索引本身。
-- 仍在增长的来源：1,912 个来源中有 21 个仍在收集中，它们的行数随每次发布增加。
 ## 更新与版本
-- 最新发布：`release-2026-11-02.14`（其最新的 CHANGELOG 条目日期为 2026-11-02）。 从 2026-10-04 到 2026-11-02 的 30 天里，有 17 天发布过新版本。
 - 各次发布列在 [CHANGELOG.md](CHANGELOG.md) 中；
-  每次发布是一个带有自己发布标签的提交（本次为 [`release-2026-11-02.14`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.14)），
   因此任何较早的状态都可以在它的标签处读到。
 - `meta/projection.json` 记录发布标签，以及生成本卡片的程序和模板的版本。
 - Croissant 元数据：[由 Hub 生成](https://huggingface.co/api/datasets/Battam/agentic-env-index/croissant)；
@@ -227,7 +227,7 @@ ORDER BY size_bytes LIMIT 20;
 @misc{agentic_env_index,
   title        = {agentic-env-index: an index of public materials for building agent environments},
   howpublished = {https://huggingface.co/datasets/Battam/agentic-env-index},
-  note         = {Release release-2026-11-02.14},
   year         = {2026}
 }
 ```

 ---
 <!-- Generated by artpool.index_projection from meta/, cards/*.yaml, the field registry and its templates. Every release regenerates it, so edits to this file do not last. -->
+![公开网络，分两层（按合集的任务材料；语料库），每个文件一行（地址、大小、SHA-256、许可证），你的选择，下载并校验](https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-03.1/docs/banner.zh.svg)
 # Agentic Env Index
 [English](README.md) | 简体中文
+[![许可证: CC0-1.0](https://img.shields.io/badge/%E8%AE%B8%E5%8F%AF%E8%AF%81-CC0--1.0-4F6D80)](https://creativecommons.org/publicdomain/zero/1.0/) [![材料集: 1,793](https://img.shields.io/badge/%E6%9D%90%E6%96%99%E9%9B%86-1%2C793-4F6D80)](docs/sources.zh.md) [![语料库: 124](https://img.shields.io/badge/%E8%AF%AD%E6%96%99%E5%BA%93-124-4F6D80)](docs/sources.zh.md) [![版本: release-2026-11-03.1](https://img.shields.io/badge/%E7%89%88%E6%9C%AC-release--2026--11--03.1-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-03.1)
 ## 数据集详情
 - **任务材料：** 13 个合集中的 1,793 个材料集，共 4,171 个单元，其中 787 个有答案文件。
   材料集（任务就绪）是从同一个来源挑出来的一批文件（一个网站、一个仓库或一个数据集），用来构建任务；
   它的文件分组为单元，常带有答案。
+- **语料库：** 124 个语料库，共 1,222,998,292 行，在没有合适的材料集时用来搜索。
   语料库（原始）是采集器持续读取的一个完整上游，例如软件包仓库、缺陷跟踪系统、邮件列表或网页存档；
   它的行指向文件或记录，不分单元，也没有答案。
 - **是什么：** 每个文件一行，写明下载地址、大小、哈希值和许可证。
   数据集查看器有两个子集：`catalog`，每个材料集或语料库一行，带有它的 `kind` 和 `collection`；`preview`，每个的前 10 行。
   单个材料集或语料库从它的文件夹 `data/<source>/` 读取，见下面的快速上手和 `tools/fetch.py`。
+- **整个索引的大小：** 记录的大小 4.29 PB；去重后大小 3.86 PB；大小核对：99.4% 一致（读过 43,219 行，比对了 42,514 行）；未比对：地址无法访问 143 行、文件已不存在 177 行、需要登录 342 行、服务器未给出大小 43 行；没有记录大小的 312,017,627 行中 286,056,579 行的估计大小：583 TB（这是估计值；95% 范围 501 TB 到 701 TB，为其各来源范围之和，比联合区间更宽；依据读过的 15,685 行），其余 25,961,048 行读过的太少，无法估计。
   记录的大小是有大小的各行 `size_bytes` 之和（目录列 `bytes`）。核对读取每个数据文件中固定抽取的一组行（`meta/sizes.parquet`）；其比例是比对过的行（状态 `match`、`size_mismatch` 或 `hash_mismatch`）中与记录的大小一致的行所占的比例，没能比对的行（没有取到文件）按状态另行计数（`unreachable`、`gone`、`needs_auth`、`no_length`、`error`；目录列 `size_check`）。一个来源没有记录大小的行的估计（目录列 `unsized_rows` 和 `unsized_estimate`）是这些行的行数乘以读过的这类行的平均实测大小，并给出 95% BCa 自助法范围（`scipy.stats.bootstrap`，用其默认重抽样次数）；读过的这类行少于 10 行的来源没有估计。在来源之上的层级，估计���其各来源估计之和，范围是各来源范围之和，比联合区间更宽。每个层级的数字都在 `meta/size_figures.json` 中。
 - **给谁用：** 为终端任务挑选材料、然后自己下载文件的人和智能体。
 - **不是什么：** 不是现成的任务或环境列表，也不是文件的副本。
 ## 快速上手
+下面的一切都固定在发布标签 `release-2026-11-03.1` 上。
 1. 用一条命令下载文件（[uv](https://docs.astral.sh/uv/) 会读取脚本声明的依赖）：
 ```sh
+uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-03.1/tools/fetch.py --form spreadsheets-with-answers --sample 3 --out ./data
 ```
 这一步返回单元：形式为 `spreadsheets-with-answers` 的每个材料集各 3 个单元，答案另放在 `answer/` 下。
 ```sql
 SELECT source, collection, title, units, answers, files, top_types, license.tier AS license_tier, needs_auth
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/meta/catalog.parquet'
 WHERE kind = 'material_set' AND needs_auth = 'no' AND license.tier IN ('permissive', 'share-alike')
 ORDER BY collection, units DESC;
 ```
 ```sql
 SELECT uri, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/if-archive/*/*.parquet'
 WHERE ext = 'pdf' AND size_bytes BETWEEN 100000 AND 5000000
 ORDER BY size_bytes LIMIT 20;
 ```
 ### 任务材料，按合集
 13 个合集中的 1,793 个材料集，共 4,171 个单元，其中 787 个有答案文件。
+记录的大小 11.6 GB；去重后大小 2.82 GB；大小核对：99.1% 一致（读过 7,114 行，比对了 7,100 行）；未比对：地址无法访问 11 行、文件已不存在 2 行、需要登录 1 行。
 上游是一个合集的材料集所来自的上游作品。
 | 合集 | 材料集数 | 单元数 | 有答案文件的单元数 | 上游数 |
 ### 语料库
+124 个语料库，共 1,222,998,292 行。
+记录的大小 4.29 PB；去重后大小 3.86 PB；大小核对：99.5% 一致（读过 36,105 行，比对了 35,414 行）；未比对：地址无法访问 132 行、文件已不存在 175 行、需要登录 341 行、服务器未给出大小 43 行；没有记录大小的 312,017,627 行中 286,056,579 行的估计大小：583 TB（这是估计值；95% 范围 501 TB 到 701 TB，为其各来源范围之和，比联合区间更宽；依据读过的 15,685 行），其余 25,961,048 行读过的太少，无法估计。
 每个语料库计入它的主要领域。
 | 领域 | 语料库数 | 行数 | 去重后大小 |
 |---|---:|---:|---:|
+| 数据科学 / 数据处理 / 查询 | 22 | 746,661,509 | 596 TB |
+| 系统管理 / DevOps / 环境构建 | 29 | 189,097,566 | 180 TB |
+| 多领域 | 15 | 109,251,285 | 222 TB |
+| 软件工程 | 12 | 65,824,915 | 86.5 TB |
+| 业务运营流程 | 4 | 39,377,290 | 1.78 TB |
+| 科学 | 10 | 34,673,274 | 25.1 TB |
+| 媒体 | 9 | 12,795,589 | 876 TB |
 | 机器学习 / 模型运维 | 5 | 9,508,044 | 1.86 PB |
 | 硬件 | 2 | 8,713,543 | 1.65 TB |
+| 安全 | 9 | 4,080,963 | 11.8 TB |
+| 未分类 | 4 | 2,773,054 | 81.8 GB |
 | 杂项 / 游戏 / 策略 / 约束调度 | 3 | 241,260 | 2.89 TB |
 - [数据页面](https://huggingface.co/spaces/Battam/agentic-env-catalog)：按合集浏览任务材料，或浏览语料库，每次一层，并生成下载命令。
   它本身不含任何个人记录。
 - 有些来源指向署有作者姓名的材料，例如邮件列表、缺陷跟踪系统和论坛。
 - 指向健康或未成年人相关数据的行，在行列 `sensitive` 中标有 `health` 或 `minors`，可以据此过滤掉。
+- 从样本文件读出的个人信息：目前 1,917 个来源中已判读 18 个，每个来源读了 9 到 30 个样本文件，读取日期为 2026-10-04 和 2026-10-05；按等级：`none_known` 3, `present` 14, `suspected` 1。其余 1,899 个来源显示 `not judged yet`（尚未判读）。每张来源卡片给出它的等级和所依据的样本文件（YAML 卡片里的 `risk.pii` 和 `risk.pii_evidence`）。
 ## 偏差、风险与局限
+- 大小：1,917 个来源中有 1,873 个每一行都有大小。其余 44 个来源里，来源没有公布大小的行显示为未知，不计入大小合计，也从不按 0 计。
+- 判读字段：1,917 个来源中有 0 个已从样本文件读出摘要和任务适配度，1,917 个中有 18 个已从样本文件读出个人信息（与上一节的计数相同）；尚未判读的字段会注明。每个来源的计数、类型、大小和许可证都直接来自索引本身。
+- 仍在增长的来源：1,917 个来源中有 21 个仍在收集中，它们的行数随每次发布增加。
 ## 更新与版本
+- 最新发布：`release-2026-11-03.1`（其最新的 CHANGELOG 条目日期为 2026-11-03）。 从 2026-10-05 到 2026-11-03 的 30 天里，有 17 天发布过新版本。
 - 各次发布列在 [CHANGELOG.md](CHANGELOG.md) 中；
+  每次发布是一个带有自己发布标签的提交（本次为 [`release-2026-11-03.1`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-03.1)），
   因此任何较早的状态都可以在它的标签处读到。
 - `meta/projection.json` 记录发布标签，以及生成本卡片的程序和模板的版本。
 - Croissant 元数据：[由 Hub 生成](https://huggingface.co/api/datasets/Battam/agentic-env-index/croissant)；
 @misc{agentic_env_index,
   title        = {agentic-env-index: an index of public materials for building agent environments},
   howpublished = {https://huggingface.co/datasets/Battam/agentic-env-index},
+  note         = {Release release-2026-11-03.1},
   year         = {2026}
 }
 ```

campaign_files/2026-10-b-disk-images-3/libcdio-iso-malformed/answer/test/data/bad-dir.iso.json CHANGED Viewed

@@ -24,7 +24,7 @@
       {
         "url": "https://github.com/libcdio/libcdio/blob/68ea374f83d5e63122168e4e182b15ba10e0d2eb/test/check_bad_iso.sh",
         "sha256": "595096f42bcc79894dafa229103113f5ac058dc488fd2fac15952e319ae8586f",
-        "lines": "19 to 34",
         "quote": [
           "fname=bad-dir",
           "if ! \"${cmd}\" --quiet --no-header ${opts} 2>&1 ; then",

       {
         "url": "https://github.com/libcdio/libcdio/blob/68ea374f83d5e63122168e4e182b15ba10e0d2eb/test/check_bad_iso.sh",
         "sha256": "595096f42bcc79894dafa229103113f5ac058dc488fd2fac15952e319ae8586f",
+        "lines": "18 to 34",
         "quote": [
           "fname=bad-dir",
           "if ! \"${cmd}\" --quiet --no-header ${opts} 2>&1 ; then",

campaign_files/2026-10-b-disk-images-3/saurav-astro-ctf-fat12-deleted/answer/forensics/medium/2_Disk_FAT12_Deleted/player/floppy.img.json CHANGED Viewed

@@ -28,7 +28,7 @@
     {
       "url": "https://raw.githubusercontent.com/Saurav-Astro/CTF_CHALLANGES_WRITE-UP/46f6c34782426b896e5b63a5d3778bfca0618a50/forensics/medium/2_Disk_FAT12_Deleted/solution/write-up.txt",
       "sha256": "61663b537232bf641a26cf5cd63be77ab2f94389d84bc7113420123bdd244086",
-      "lines": "6",
       "quote": [
         "Target Flag    : OBV{f4t12_d3l3t3d_d1r3ct0ry_r3c0v3ry_7a3b}"
       ]

     {
       "url": "https://raw.githubusercontent.com/Saurav-Astro/CTF_CHALLANGES_WRITE-UP/46f6c34782426b896e5b63a5d3778bfca0618a50/forensics/medium/2_Disk_FAT12_Deleted/solution/write-up.txt",
       "sha256": "61663b537232bf641a26cf5cd63be77ab2f94389d84bc7113420123bdd244086",
+      "lines": "7",
       "quote": [
         "Target Flag    : OBV{f4t12_d3l3t3d_d1r3ct0ry_r3c0v3ry_7a3b}"
       ]

cards/0xdea-semgrep-rules.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 4.79 KB; deduplicated size 4.79 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-s-security-detection-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/0xdea-semgrep-rules/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 4.79 KB; deduplicated size 4.79 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-s-security-detection-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/0xdea-semgrep-rules/*/*.parquet'
 LIMIT 10;
 ```

cards/1brc-test-samples.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 3 units; 5 files (unit 3, companion 2).
 - Rows: 5.
-- Size: Recorded size 295 KB; deduplicated size 295 KB; size check: 100.0% match (3 of the 5 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/1brc-test-samples/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 3 units; 5 files (unit 3, companion 2).
 - Rows: 5.
+- Size: Recorded size 295 KB; deduplicated size 295 KB; size check: 100.0% match (5 of the 5 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/1brc-test-samples/*/*.parquet'
 LIMIT 10;
 ```

cards/2dpacklib.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 2 units; 4 files (companion 2, unit 2).
 - Rows: 4.
-- Size: Recorded size 62.8 KB; deduplicated size 62.8 KB; size check: 100.0% match (2 of the 4 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-g-solver-instances-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/2dpacklib/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 2 units; 4 files (companion 2, unit 2).
 - Rows: 4.
+- Size: Recorded size 62.8 KB; deduplicated size 62.8 KB; size check: 100.0% match (4 of the 4 rows read compared).
 - Batches: 1 (`2026-10-g-solver-instances-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/2dpacklib/*/*.parquet'
 LIMIT 10;
 ```

cards/abacus-integrate-tests.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 3.69 KB; deduplicated size 3.69 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sc-science-reference-data-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/abacus-integrate-tests/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 3.69 KB; deduplicated size 3.69 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-sc-science-reference-data-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/abacus-integrate-tests/*/*.parquet'
 LIMIT 10;
 ```

cards/abhishekumarr00-supply-chain-mastery.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit, 1 with an answer file; 4 files (companion 2, answer 1, unit 1).
 - Rows: 4.
-- Size: Recorded size 543 KB; deduplicated size 543 KB; size check: 100.0% match (1 of the 4 rows read compared); not compared: address unreachable 3.
 - Batches: 1 (`2026-10-a-spreadsheets-with-answers-2`). Collection: complete.
 ## File types and sizes
@@ -40,7 +40,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -50,11 +50,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/abhishekumarr00-supply-chain-mastery/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit, 1 with an answer file; 4 files (companion 2, answer 1, unit 1).
 - Rows: 4.
+- Size: Recorded size 543 KB; deduplicated size 543 KB; size check: 100.0% match (4 of the 4 rows read compared).
 - Batches: 1 (`2026-10-a-spreadsheets-with-answers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/abhishekumarr00-supply-chain-mastery/*/*.parquet'
 LIMIT 10;
 ```

cards/academy-bus-nj-gtfs.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 7.71 KB; deduplicated size 7.71 KB; size check: 0.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/academy-bus-nj-gtfs/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 7.71 KB; deduplicated size 7.71 KB; size check: 66.7% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/academy-bus-nj-gtfs/*/*.parquet'
 LIMIT 10;
 ```

cards/accordproject-cicero-template-library.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 9 units; 55 files (unit 53, companion 2).
 - Rows: 55.
-- Size: Recorded size 137 KB; deduplicated size 137 KB; size check: 100.0% match (19 of the 20 rows read compared); not compared: address unreachable 1.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -41,7 +41,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -51,11 +51,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/accordproject-cicero-template-library/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 9 units; 55 files (unit 53, companion 2).
 - Rows: 55.
+- Size: Recorded size 137 KB; deduplicated size 137 KB; size check: 100.0% match (20 of the 20 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/accordproject-cicero-template-library/*/*.parquet'
 LIMIT 10;
 ```

cards/activity-schema-aggregate-in-between-1.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 5.45 KB; deduplicated size 5.45 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/activity-schema-aggregate-in-between-1/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 5.45 KB; deduplicated size 5.45 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/activity-schema-aggregate-in-between-1/*/*.parquet'
 LIMIT 10;
 ```

cards/activity-schema-first-in-between-2.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 5.50 KB; deduplicated size 5.30 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/activity-schema-first-in-between-2/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 5.50 KB; deduplicated size 5.30 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/activity-schema-first-in-between-2/*/*.parquet'
 LIMIT 10;
 ```

cards/acwf-verification.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 84.9 KB; deduplicated size 84.9 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sc-science-reference-data-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/acwf-verification/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 84.9 KB; deduplicated size 84.9 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-sc-science-reference-data-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/acwf-verification/*/*.parquet'
 LIMIT 10;
 ```

cards/adflib-adf-deleted.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit, 1 with an answer file; 4 files (companion 2, answer 1, unit 1).
 - Rows: 4.
-- Size: Recorded size 1.81 MB; deduplicated size 1.81 MB; size check: 100.0% match (1 of the 4 rows read compared); not compared: address unreachable 3.
 - Batches: 1 (`2026-10-b-disk-images-3`). Collection: complete.
 ## File types and sizes
@@ -40,7 +40,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -50,11 +50,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/adflib-adf-deleted/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit, 1 with an answer file; 4 files (companion 2, answer 1, unit 1).
 - Rows: 4.
+- Size: Recorded size 1.81 MB; deduplicated size 1.81 MB; size check: 100.0% match (4 of the 4 rows read compared).
 - Batches: 1 (`2026-10-b-disk-images-3`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/adflib-adf-deleted/*/*.parquet'
 LIMIT 10;
 ```

cards/adflib-adf-malformed.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 3 units, 2 with an answer file; 7 files (unit 3, answer 2, companion 2).
 - Rows: 7.
-- Size: Recorded size 2.08 MB; deduplicated size 2.08 MB; size check: 100.0% match (3 of the 7 rows read compared); not compared: address unreachable 4.
 - Batches: 1 (`2026-10-b-disk-images-3`). Collection: complete.
 ## File types and sizes
@@ -40,7 +40,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -50,11 +50,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/adflib-adf-malformed/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 3 units, 2 with an answer file; 7 files (unit 3, answer 2, companion 2).
 - Rows: 7.
+- Size: Recorded size 2.08 MB; deduplicated size 2.08 MB; size check: 100.0% match (7 of the 7 rows read compared).
 - Batches: 1 (`2026-10-b-disk-images-3`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/adflib-adf-malformed/*/*.parquet'
 LIMIT 10;
 ```

cards/adventure-works-oltp-sample.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 4 units; 6 files (unit 4, companion 2).
 - Rows: 6.
-- Size: Recorded size 31.0 MB; deduplicated size 31.0 MB; size check: 100.0% match (4 of the 6 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/adventure-works-oltp-sample/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 4 units; 6 files (unit 4, companion 2).
 - Rows: 6.
+- Size: Recorded size 31.0 MB; deduplicated size 31.0 MB; size check: 100.0% match (6 of the 6 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/adventure-works-oltp-sample/*/*.parquet'
 LIMIT 10;
 ```

cards/agat-tests.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 4 units; 6 files (unit 4, companion 2).
 - Rows: 6.
-- Size: Recorded size 13.1 KB; deduplicated size 13.1 KB; size check: 100.0% match (4 of the 6 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sc-science-reference-data-2`). Collection: complete.
 ## File types and sizes
@@ -41,7 +41,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -51,11 +51,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/agat-tests/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 4 units; 6 files (unit 4, companion 2).
 - Rows: 6.
+- Size: Recorded size 13.1 KB; deduplicated size 13.1 KB; size check: 100.0% match (6 of the 6 rows read compared).
 - Batches: 1 (`2026-10-sc-science-reference-data-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/agat-tests/*/*.parquet'
 LIMIT 10;
 ```

cards/agl-gerrit-changes.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 25.5 KB; deduplicated size 25.5 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/agl-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 25.5 KB; deduplicated size 25.5 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/agl-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```

cards/aiops2018-kpi.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 16.3 MB; deduplicated size 16.3 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-ml-serving-configs-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/aiops2018-kpi/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 16.3 MB; deduplicated size 16.3 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-ml-serving-configs-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/aiops2018-kpi/*/*.parquet'
 LIMIT 10;
 ```

cards/akretion-factur-x-libreoffice-extension.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit, 1 with an answer file; 4 files (companion 2, answer 1, unit 1).
 - Rows: 4.
-- Size: Recorded size 44.4 KB; deduplicated size 44.4 KB; size check: 100.0% match (1 of the 4 rows read compared); not compared: address unreachable 3.
 - Batches: 1 (`2026-10-a-spreadsheets-with-answers-2`). Collection: complete.
 ## File types and sizes
@@ -40,7 +40,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -50,11 +50,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/akretion-factur-x-libreoffice-extension/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit, 1 with an answer file; 4 files (companion 2, answer 1, unit 1).
 - Rows: 4.
+- Size: Recorded size 44.4 KB; deduplicated size 44.4 KB; size check: 100.0% match (4 of the 4 rows read compared).
 - Batches: 1 (`2026-10-a-spreadsheets-with-answers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/akretion-factur-x-libreoffice-extension/*/*.parquet'
 LIMIT 10;
 ```

cards/allenporter-ical-recurring-single-change.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 4.11 KB; deduplicated size 4.11 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-gt-browser-tests-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/allenporter-ical-recurring-single-change/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 4.11 KB; deduplicated size 4.11 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-gt-browser-tests-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/allenporter-ical-recurring-single-change/*/*.parquet'
 LIMIT 10;
 ```

cards/altlinux-devel.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 35.2 KB; deduplicated size 35.2 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/altlinux-devel/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 35.2 KB; deduplicated size 35.2 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/altlinux-devel/*/*.parquet'
 LIMIT 10;
 ```

cards/alumik-nkthesis-testfiles.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 4.64 KB; deduplicated size 4.64 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/alumik-nkthesis-testfiles/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 4.64 KB; deduplicated size 4.64 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/alumik-nkthesis-testfiles/*/*.parquet'
 LIMIT 10;
 ```

cards/aml-dbt-rule-unit-tests.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 17.5 KB; deduplicated size 17.5 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/aml-dbt-rule-unit-tests/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 17.5 KB; deduplicated size 17.5 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/aml-dbt-rule-unit-tests/*/*.parquet'
 LIMIT 10;
 ```

cards/ancuber-cubst-tests.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 3.62 KB; deduplicated size 3.62 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/ancuber-cubst-tests/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 3.62 KB; deduplicated size 3.62 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/ancuber-cubst-tests/*/*.parquet'
 LIMIT 10;
 ```

cards/annabel-lee-wikisource-reading.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 1.36 MB; deduplicated size 1.36 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/annabel-lee-wikisource-reading/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 1.36 MB; deduplicated size 1.36 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/annabel-lee-wikisource-reading/*/*.parquet'
 LIMIT 10;
 ```

cards/ansible-galaxy-collections.md CHANGED Viewed

@@ -16,15 +16,15 @@ Summary from sample files: not judged yet. The text above is the source's own de
 ## Unit and scale
 - One row is: file (each row is one unit).
-- Rows: 54,075.
-- Size: Recorded size unknown; deduplicated size unknown; size check: 100.0% match (20 of the 20 rows read compared); estimated size of the 54,075 rows without a recorded size: 45.9 GB (an estimate; 95% range 8.59 GB to 157 GB; from 20 rows read).
 - Batches: 2 (`all`, `inc`). Collection: complete.
 ## File types and sizes
 | Type | Rows | Size |
 |---|---:|---:|
-| `gz` | 54,075 | unknown |
 Size quantiles: unknown (no size distribution recorded for this source).
@@ -37,7 +37,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from 2026-10-03.
 ## Readiness
@@ -47,11 +47,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/ansible-galaxy-collections/*/*.parquet'
 LIMIT 10;
 ```

 ## Unit and scale
 - One row is: file (each row is one unit).
+- Rows: 54,105.
+- Size: Recorded size unknown; deduplicated size unknown; size check: 100.0% match (20 of the 20 rows read compared); estimated size of the 54,105 rows without a recorded size: 45.9 GB (an estimate; 95% range 8.60 GB to 157 GB; from 20 rows read).
 - Batches: 2 (`all`, `inc`). Collection: complete.
 ## File types and sizes
 | Type | Rows | Size |
 |---|---:|---:|
+| `gz` | 54,105 | unknown |
 Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from 2026-10-03.
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/ansible-galaxy-collections/*/*.parquet'
 LIMIT 10;
 ```

cards/aomedia-gerrit-changes.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 76.0 KB; deduplicated size 76.0 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/aomedia-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 76.0 KB; deduplicated size 76.0 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/aomedia-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```

cards/aosp-gerrit-changes.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 588 KB; deduplicated size 588 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/aosp-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 588 KB; deduplicated size 588 KB; size check: 66.7% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/aosp-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-arrow-testing.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 163 KB; deduplicated size 163 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-arrow-testing/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 163 KB; deduplicated size 163 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-arrow-testing/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-beam-katas-python.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 3 units; 5 files (unit 3, companion 2).
 - Rows: 5.
-- Size: Recorded size 12.9 KB; deduplicated size 12.9 KB; size check: 100.0% match (3 of the 5 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-beam-katas-python/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 3 units; 5 files (unit 3, companion 2).
 - Rows: 5.
+- Size: Recorded size 12.9 KB; deduplicated size 12.9 KB; size check: 100.0% match (5 of the 5 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-beam-katas-python/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-hop-integration-tests.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 2 units; 4 files (companion 2, unit 2).
 - Rows: 4.
-- Size: Recorded size 30.6 KB; deduplicated size 30.6 KB; size check: 100.0% match (2 of the 4 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-hop-integration-tests/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 2 units; 4 files (companion 2, unit 2).
 - Rows: 4.
+- Size: Recorded size 30.6 KB; deduplicated size 30.6 KB; size check: 100.0% match (4 of the 4 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-hop-integration-tests/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-jira.md CHANGED Viewed

@@ -16,7 +16,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 ## Unit and scale
 - One row is: API response (each row is one unit).
-- Rows: 1,199,116.
 - Size: Recorded size 1.31 GB; deduplicated size 1.28 GB; size check: 100.0% match (40 of the 40 rows read compared).
 - Batches: 2 (`all`, `inc`). Collection: complete.
@@ -24,7 +24,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 | Type | Rows | Size |
 |---|---:|---:|
-| `txt` | 1,199,116 | 1.31 GB |
 Size of one row, upper bounds by quantile: 10% 7 B, 50% 511 B, 90% 2.05 KB, 99% 16.4 KB.
@@ -37,7 +37,7 @@ Size of one row, upper bounds by quantile: 10% 7 B, 50% 511 B, 90% 2.05 KB, 99%
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from 2026-10-01.
 ## Readiness
@@ -47,11 +47,11 @@ Size of one row, upper bounds by quantile: 10% 7 B, 50% 511 B, 90% 2.05 KB, 99%
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-jira/*/*.parquet'
 LIMIT 10;
 ```

 ## Unit and scale
 - One row is: API response (each row is one unit).
+- Rows: 1,199,774.
 - Size: Recorded size 1.31 GB; deduplicated size 1.28 GB; size check: 100.0% match (40 of the 40 rows read compared).
 - Batches: 2 (`all`, `inc`). Collection: complete.
 | Type | Rows | Size |
 |---|---:|---:|
+| `txt` | 1,199,774 | 1.31 GB |
 Size of one row, upper bounds by quantile: 10% 7 B, 50% 511 B, 90% 2.05 KB, 99% 16.4 KB.
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from 2026-10-01.
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-jira/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-poi-formula-eval-testdata.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 181 KB; deduplicated size 181 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-gt-browser-tests-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-poi-formula-eval-testdata/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 181 KB; deduplicated size 181 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-gt-browser-tests-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-poi-formula-eval-testdata/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-poi-function-testdata.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 20 units; 22 files (unit 20, companion 2).
 - Rows: 22.
-- Size: Recorded size 743 KB; deduplicated size 743 KB; size check: 100.0% match (18 of the 20 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-gt-browser-tests-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-poi-function-testdata/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 20 units; 22 files (unit 20, companion 2).
 - Rows: 22.
+- Size: Recorded size 743 KB; deduplicated size 743 KB; size check: 100.0% match (20 of the 20 rows read compared).
 - Batches: 1 (`2026-10-gt-browser-tests-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-poi-function-testdata/*/*.parquet'
 LIMIT 10;
 ```

cards/apache-xmlgraphics-fop-fop-test-layoutengine-standard-testcases.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 5.70 KB; deduplicated size 5.70 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apache-xmlgraphics-fop-fop-test-layoutengine-standard-testcases/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 5.70 KB; deduplicated size 5.70 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apache-xmlgraphics-fop-fop-test-layoutengine-standard-testcases/*/*.parquet'
 LIMIT 10;
 ```

cards/apis-guru-openapi.md ADDED Viewed

	@@ -0,0 +1,67 @@

+<!-- Generated by artpool.index_projection from meta/sources.json. Every release regenerates it, so edits to this file do not last. -->
+# apis-guru-openapi (`apis-guru-openapi`)
+Kind: corpus (raw). One large upstream that a collector keeps reading; its rows point to files or records and carry no units and no answers.
+OpenAPI and Swagger definitions of public web APIs from the APIs.guru OpenAPI directory, one per API version. One pointer per definition whose own license is open, to its JSON definition (alt_uris the YAML one), with the API's provider, service and version.
+Summary from sample files: not judged yet. The text above is the source's own description.
+## Domain and form
+- Domain: `D2.2` (service configuration and networking), `D10.2` (constraint scheduling and personal assistants).
+- Form: `source-code`. Source code: repositories, programs with sample inputs and outputs, programming exercises, small example projects and proof libraries.
+## Unit and scale
+- One row is: file (each row is one unit).
+- Rows: 961.
+- Size: Recorded size unknown; deduplicated size unknown; size check: no row compared yet (0 rows read); 961 rows without a recorded size, too few of them read for an estimate.
+- Batches: 1 (`all`). Collection: complete.
+## File types and sizes
+| Type | Rows | Size |
+|---|---:|---:|
+| `json` | 961 | unknown |
+Size quantiles: unknown (no size distribution recorded for this source).
+## License and access
+- License: Per definition: the license its info object states (open licenses only); license tier `nc-research`; training use: yes; redistribution: yes 99%, conditional 1%; files may be shipped: not judged yet.
+- License statement: not recorded on the card.
+- Login: no.
+- How to fetch: not recorded on the card; the row's uri is fetched as it is.
+## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
+## Readiness
+- Readiness level: not judged yet.
+- Card review: `unknown` (a `draft` card has not been reviewed as a whole).
+- Personal information read from samples: not judged yet.
+## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
+```sql
+SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apis-guru-openapi/*/*.parquet'
+LIMIT 10;
+```
+## Sample files
+No sample files are recorded on the card yet.
+## Parts not to use for tasks
+- Parts to leave out: not judged yet.
+- Benchmark overlap `none`: every data file is compared with the benchmark list, and the default profile of `tools/fetch.py` removes none of the rows.
+This source has no YAML card yet; values shown here as not judged yet have no judgment so far.

cards/apollo-13-houston-we-have-had-a-problem.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 3.65 MB; deduplicated size 3.65 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apollo-13-houston-we-have-had-a-problem/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 3.65 MB; deduplicated size 3.65 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apollo-13-houston-we-have-had-a-problem/*/*.parquet'
 LIMIT 10;
 ```

cards/apra-adi-centralised-publication.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 1.12 MB; deduplicated size 1.12 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apra-adi-centralised-publication/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 1.12 MB; deduplicated size 1.12 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apra-adi-centralised-publication/*/*.parquet'
 LIMIT 10;
 ```

cards/apra-phi-medical-gap-2026q2.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 4.23 MB; deduplicated size 4.23 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apra-phi-medical-gap-2026q2/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 4.23 MB; deduplicated size 4.23 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apra-phi-medical-gap-2026q2/*/*.parquet'
 LIMIT 10;
 ```

cards/apra-phi-membership-and-benefits-2026q2.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 16.8 MB; deduplicated size 16.8 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apra-phi-membership-and-benefits-2026q2/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 16.8 MB; deduplicated size 16.8 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apra-phi-membership-and-benefits-2026q2/*/*.parquet'
 LIMIT 10;
 ```

cards/apra-phi-membership-coverage-2026q2.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 11.8 MB; deduplicated size 11.8 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apra-phi-membership-coverage-2026q2/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 11.8 MB; deduplicated size 11.8 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apra-phi-membership-coverage-2026q2/*/*.parquet'
 LIMIT 10;
 ```

cards/apra-phi-membership-trends-2026q2.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 13.0 MB; deduplicated size 13.0 MB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apra-phi-membership-trends-2026q2/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 13.0 MB; deduplicated size 13.0 MB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-op-rule-calculations-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apra-phi-membership-trends-2026q2/*/*.parquet'
 LIMIT 10;
 ```

cards/apriltag-test-data.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 3 units; 5 files (unit 3, companion 2).
 - Rows: 5.
-- Size: Recorded size 380 KB; deduplicated size 380 KB; size check: 100.0% match (3 of the 5 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/apriltag-test-data/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 3 units; 5 files (unit 3, companion 2).
 - Rows: 5.
+- Size: Recorded size 380 KB; deduplicated size 380 KB; size check: 100.0% match (5 of the 5 rows read compared).
 - Batches: 1 (`2026-10-md-media-and-documents`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/apriltag-test-data/*/*.parquet'
 LIMIT 10;
 ```

cards/aqua-trivy-checks.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 5 units; 7 files (unit 5, companion 2).
 - Rows: 7.
-- Size: Recorded size 18.3 KB; deduplicated size 18.3 KB; size check: 100.0% match (5 of the 7 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-s-security-detection-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/aqua-trivy-checks/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 5 units; 7 files (unit 5, companion 2).
 - Rows: 7.
+- Size: Recorded size 18.3 KB; deduplicated size 18.3 KB; size check: 100.0% match (7 of the 7 rows read compared).
 - Batches: 1 (`2026-10-s-security-detection-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/aqua-trivy-checks/*/*.parquet'
 LIMIT 10;
 ```

cards/aquasecurity-trivy-checks.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 4.75 KB; deduplicated size 4.61 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-s-security-detection`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/aquasecurity-trivy-checks/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 4.75 KB; deduplicated size 4.61 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-s-security-detection`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/aquasecurity-trivy-checks/*/*.parquet'
 LIMIT 10;
 ```

cards/are-we-fast-yet.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 26 files (unit 24, companion 2).
 - Rows: 26.
-- Size: Recorded size 141 KB; deduplicated size 141 KB; size check: 100.0% match (18 of the 20 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
@@ -40,7 +40,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -50,11 +50,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/are-we-fast-yet/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 26 files (unit 24, companion 2).
 - Rows: 26.
+- Size: Recorded size 141 KB; deduplicated size 141 KB; size check: 100.0% match (20 of the 20 rows read compared).
 - Batches: 1 (`2026-10-sw-tests-and-exercises-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/are-we-fast-yet/*/*.parquet'
 LIMIT 10;
 ```

cards/arin-arin-ppml.md CHANGED Viewed

@@ -17,7 +17,7 @@ Summary from sample files: not judged yet. The text above is the source's own de
 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
-- Size: Recorded size 159 KB; deduplicated size 159 KB; size check: 100.0% match (1 of the 3 rows read compared); not compared: address unreachable 2.
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
@@ -39,7 +39,7 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Freshness
-- Rows are counted for the release of 2026-11-02; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
@@ -49,11 +49,11 @@ Size quantiles: unknown (no size distribution recorded for this source).
 ## Query this source at a fixed release
-Pinned to the release tag `release-2026-11-02.14`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.14/data/arin-arin-ppml/*/*.parquet'
 LIMIT 10;
 ```

 - Units: 1 unit; 3 files (companion 2, unit 1).
 - Rows: 3.
+- Size: Recorded size 159 KB; deduplicated size 159 KB; size check: 100.0% match (3 of the 3 rows read compared).
 - Batches: 1 (`2026-10-m-issue-trackers-2`). Collection: complete.
 ## File types and sizes
 ## Freshness
+- Rows are counted for the release of 2026-11-03; the card's own sample and counts date from the card's writing (it has no snapshot date of its own).
 ## Readiness
 ## Query this source at a fixed release
+Pinned to the release tag `release-2026-11-03.1`.
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-03.1/data/arin-arin-ppml/*/*.parquet'
 LIMIT 10;
 ```