Publish snapshot [run publish-20261102T121103Z]

README.md

@@ -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-2026-11-02.5/docs/banner.svg)
+![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-2026-11-02.6/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-2026-11-02.5](https://img.shields.io/badge/release-release--2026--11--02.5-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.5)
+[![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-2026-11-02.6](https://img.shields.io/badge/release-release--2026--11--02.6-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.6)
 
 ## Dataset Details
 
@@ -43,25 +43,25 @@ Material sets are a few files picked from one upstream work for building tasks,
 - **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 few files picked from one upstream work, such as a public repository or dataset;
   its files are grouped into units, often with answers.
-- **Corpora:** 119 corpora with 1,221,713,900 rows, to search when no material set fits.
+- **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; 4,545 of 6,337 rows read match their recorded size; estimated size of 19,552,889 of the 311,505,373 rows without a recorded size: 154 GB (an estimate; 95% range 89.1 GB to 313 GB, the sum of its sources' ranges, wider than a joint interval; from 415 rows read), the other 291,952,484 with too few rows read for an estimate.
+- **Size of the whole index:** Recorded size 4.28 PB; deduplicated size 3.85 PB; 22,841 of 25,769 rows read match their recorded size; estimated size of 160,891,708 of the 311,587,587 rows without a recorded size: 393 TB (an estimate; 95% range 330 TB to 473 TB, the sum of its sources' ranges, wider than a joint interval; from 4,783 rows read), the other 150,695,879 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`) and counts how many match their recorded size (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-2026-11-02.5`.
+Everything below is pinned to the release tag `release-2026-11-02.6`.
 
 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-2026-11-02.5/tools/fetch.py --revision release-2026-11-02.5 --form spreadsheets-with-answers --sample 3 --out ./data
+uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-02.6/tools/fetch.py --revision release-2026-11-02.6 --form spreadsheets-with-answers --sample 3 --out ./data
 ```
 
 This step returns units of material sets: 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 of material sets: 3 units from each material set of the
 
 ```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-2026-11-02.5/meta/catalog.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/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-2026-11-02.5/data/if-archive/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/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; 599 of 1,132 rows read match their recorded size.
+Recorded size 11.6 GB; deduplicated size 2.82 GB; 2,076 of 3,424 rows read match their recorded size.
 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 1,221,713,900 rows.
-Recorded size 4.28 PB; deduplicated size 3.85 PB; 3,946 of 5,205 rows read match their recorded size; estimated size of 19,552,889 of the 311,505,373 rows without a recorded size: 154 GB (an estimate; 95% range 89.1 GB to 313 GB, the sum of its sources' ranges, wider than a joint interval; from 415 rows read), the other 291,952,484 with too few rows read for an estimate.
+119 corpora with 1,222,021,768 rows.
+Recorded size 4.28 PB; deduplicated size 3.85 PB; 20,765 of 22,345 rows read match their recorded size; estimated size of 160,891,708 of the 311,587,587 rows without a recorded size: 393 TB (an estimate; 95% range 330 TB to 473 TB, the sum of its sources' ranges, wider than a joint interval; from 4,783 rows read), the other 150,695,879 with too few rows read for an estimate.
 Each corpus is counted under its main domain.
 
 | Domain | Corpora | Rows | Distinct size |
 |---|---:|---:|---:|
-| Data science | 21 | 746,443,831 | 595 TB |
-| System administration | 28 | 188,793,854 | 178 TB |
-| Many domains | 15 | 109,247,247 | 222 TB |
-| Software engineering | 12 | 65,587,483 | 86.4 TB |
+| 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 | 4,079,045 | 11.8 TB |
-| Unclassified | 4 | 2,447,783 | 80.1 GB |
+| 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.
@@ -207,9 +207,9 @@ Every row field and every column of the catalog: [docs/fields.md](docs/fields.md
 
 ## Updates and Versions
 
-- Latest release: `release-2026-11-02.5` (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.
+- Latest release: `release-2026-11-02.6` (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-2026-11-02.5`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.5)),
+  each one is a commit with its own release tag (this one is [`release-2026-11-02.6`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.6)),
   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-2026-11-02.5},
+  note         = {Release release-2026-11-02.6},
   year         = {2026}
 }
 ```

README.zh.md

@@ -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-2026-11-02.5/docs/banner.zh.svg)
+![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-2026-11-02.6/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-2026-11-02.5](https://img.shields.io/badge/%E7%89%88%E6%9C%AC-release--2026--11--02.5-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.5)
+[![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-2026-11-02.6](https://img.shields.io/badge/%E7%89%88%E6%9C%AC-release--2026--11--02.6-4F6D80)](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.6)
 
 ## 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）是从一个上游作品（例如一个公开仓库或数据集）中挑出的少量文件；
   它的文件分组为单元，常带有答案。
-- **语料库：** 119 个语料库，共 1,221,713,900 行，在没有合适的材料集时用来搜索。
+- **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；读过的 6,337 行中有 4,545 行与记录的大小一致；没有记录大小的 311,505,373 行中 19,552,889 行的估计大小：154 GB（这是估计值；95% 范围 89.1 GB 到 313 GB，为其各来源范围之和，比联合区间更宽；依据读过的 415 行），其余 291,952,484 行读过的太少，无法估计。
+- **整个索引的大小：** 记录的大小 4.28 PB；去重后大小 3.85 PB；读过的 25,769 行中有 22,841 行与记录的大小一致；没有记录大小的 311,587,587 行中 160,891,708 行的估计大小：393 TB（这是估计值；95% 范围 330 TB 到 473 TB，为其各来源范围之和，比联合区间更宽；依据读过的 4,783 行），其余 150,695,879 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`），统计其中多少行与记录的大小一致（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，估计是其各来源估计之和，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-2026-11-02.5` 上。
+下面的一切都固定在发布标签 `release-2026-11-02.6` 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-2026-11-02.5/tools/fetch.py --revision release-2026-11-02.5 --form spreadsheets-with-answers --sample 3 --out ./data
+uv run https://huggingface.co/datasets/Battam/agentic-env-index/resolve/release-2026-11-02.6/tools/fetch.py --revision release-2026-11-02.6 --form spreadsheets-with-answers --sample 3 --out ./data
 ```
 
 这一步返回材料集的单元：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-2026-11-02.5/meta/catalog.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/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-2026-11-02.5/data/if-archive/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/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；读过的 1,132 行中有 599 行与记录的大小一致。
+记录的大小 11.6 GB；去重后大小 2.82 GB；读过的 3,424 行中有 2,076 行与记录的大小一致。
 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 1,221,713,900 行。
-记录的大小 4.28 PB；去重后大小 3.85 PB；读过的 5,205 行中有 3,946 行与记录的大小一致；没有记录大小的 311,505,373 行中 19,552,889 行的估计大小：154 GB（这是估计值；95% 范围 89.1 GB 到 313 GB，为其各来源范围之和，比联合区间更宽；依据读过的 415 行），其余 291,952,484 行读过的太少，无法估计。
+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；读过的 22,345 行中有 20,765 行与记录的大小一致；没有记录大小的 311,587,587 行中 160,891,708 行的估计大小：393 TB（这是估计值；95% 范围 330 TB 到 473 TB，为其各来源范围之和，比联合区间更宽；依据读过的 4,783 行），其余 150,695,879 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 | 746,443,831 | 595 TB |
-| 系统管理 / DevOps / 环境构建 | 28 | 188,793,854 | 178 TB |
-| 多领域 | 15 | 109,247,247 | 222 TB |
-| 软件工程 | 12 | 65,587,483 | 86.4 TB |
+| 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 | 4,079,045 | 11.8 TB |
-| 未分类 | 4 | 2,447,783 | 80.1 GB |
+| 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。
@@ -195,9 +195,9 @@ ORDER BY size_bytes LIMIT 20;
 
 ## 更新与版本
 
-- 最新发布：`release-2026-11-02.5`（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。
+- 最新发布：`release-2026-11-02.6`（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-2026-11-02.5`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.5)），
+  每次发布是一个带有自己发布标签的提交（本次为 [`release-2026-11-02.6`](https://huggingface.co/datasets/Battam/agentic-env-index/tree/release-2026-11-02.6)），
   因���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-2026-11-02.5},
+  note         = {Release release-2026-11-02.6},
   year         = {2026}
 }
 ```

cards/0xdea-semgrep-rules.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/0xdea-semgrep-rules/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/0xdea-semgrep-rules/*/*.parquet'
 LIMIT 10;
 ```
 

cards/1brc-test-samples.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/1brc-test-samples/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/1brc-test-samples/*/*.parquet'
 LIMIT 10;
 ```
 

cards/2dpacklib.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/2dpacklib/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/2dpacklib/*/*.parquet'
 LIMIT 10;
 ```
 

cards/abacus-integrate-tests.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/abacus-integrate-tests/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/abacus-integrate-tests/*/*.parquet'
 LIMIT 10;
 ```
 

cards/abhishekumarr00-supply-chain-mastery.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/abhishekumarr00-supply-chain-mastery/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/abhishekumarr00-supply-chain-mastery/*/*.parquet'
 LIMIT 10;
 ```
 

cards/academy-bus-nj-gtfs.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/academy-bus-nj-gtfs/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/academy-bus-nj-gtfs/*/*.parquet'
 LIMIT 10;
 ```
 

cards/accordproject-cicero-template-library.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/accordproject-cicero-template-library/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/accordproject-cicero-template-library/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/activity-schema-aggregate-in-between-1/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/activity-schema-aggregate-in-between-1/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/activity-schema-first-in-between-2/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/activity-schema-first-in-between-2/*/*.parquet'
 LIMIT 10;
 ```
 

cards/acwf-verification.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/acwf-verification/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/acwf-verification/*/*.parquet'
 LIMIT 10;
 ```
 

cards/adflib-adf-deleted.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/adflib-adf-deleted/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/adflib-adf-deleted/*/*.parquet'
 LIMIT 10;
 ```
 

cards/adflib-adf-malformed.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/adflib-adf-malformed/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/adflib-adf-malformed/*/*.parquet'
 LIMIT 10;
 ```
 

cards/adventure-works-oltp-sample.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/adventure-works-oltp-sample/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/adventure-works-oltp-sample/*/*.parquet'
 LIMIT 10;
 ```
 

cards/agat-tests.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/agat-tests/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/agat-tests/*/*.parquet'
 LIMIT 10;
 ```
 

cards/agl-gerrit-changes.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/agl-gerrit-changes/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/agl-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```
 

cards/aiops2018-kpi.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/aiops2018-kpi/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/aiops2018-kpi/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/akretion-factur-x-libreoffice-extension/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/akretion-factur-x-libreoffice-extension/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/allenporter-ical-recurring-single-change/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/allenporter-ical-recurring-single-change/*/*.parquet'
 LIMIT 10;
 ```
 

cards/altlinux-devel.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/altlinux-devel/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/altlinux-devel/*/*.parquet'
 LIMIT 10;
 ```
 

cards/alumik-nkthesis-testfiles.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/alumik-nkthesis-testfiles/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/alumik-nkthesis-testfiles/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/aml-dbt-rule-unit-tests/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/aml-dbt-rule-unit-tests/*/*.parquet'
 LIMIT 10;
 ```
 

cards/ancuber-cubst-tests.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/ancuber-cubst-tests/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/ancuber-cubst-tests/*/*.parquet'
 LIMIT 10;
 ```
 

cards/annabel-lee-wikisource-reading.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/annabel-lee-wikisource-reading/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/annabel-lee-wikisource-reading/*/*.parquet'
 LIMIT 10;
 ```
 

cards/ansible-galaxy-collections.md

@@ -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: 54,017.
-- Size: Recorded size unknown; deduplicated size unknown; 40 of 40 rows read match their recorded size; estimated size of the 54,017 rows without a recorded size: 29.9 GB (an estimate; 95% range 10.7 GB to 88.4 GB; from 40 rows read).
+- Rows: 54,075.
+- Size: Recorded size unknown; deduplicated size unknown; 20 of 20 rows read match their recorded size; 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` | 54,017 | unknown |
+| `gz` | 54,075 | unknown |
 
 Size quantiles: unknown (no size distribution recorded for this source).
 
@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/ansible-galaxy-collections/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/ansible-galaxy-collections/*/*.parquet'
 LIMIT 10;
 ```
 

cards/aomedia-gerrit-changes.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/aomedia-gerrit-changes/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/aomedia-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```
 

cards/aosp-gerrit-changes.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/aosp-gerrit-changes/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/aosp-gerrit-changes/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apache-arrow-testing.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-arrow-testing/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-arrow-testing/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apache-beam-katas-python.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-beam-katas-python/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-beam-katas-python/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apache-hop-integration-tests.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-hop-integration-tests/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-hop-integration-tests/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apache-jira.md

@@ -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: API response (each row is one unit).
-- Rows: 1,198,331.
-- Size: Recorded size 1.31 GB; deduplicated size 1.28 GB; 60 of 60 rows read match their recorded size.
+- Rows: 1,199,116.
+- Size: Recorded size 1.31 GB; deduplicated size 1.28 GB; 40 of 40 rows read match their recorded size.
 - Batches: 2 (`all`, `inc`). Collection: complete.
 
 ## File types and sizes
 
 | Type | Rows | Size |
 |---|---:|---:|
-| `txt` | 1,198,331 | 1.31 GB |
+| `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.
 
@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-jira/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-jira/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-poi-formula-eval-testdata/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-poi-formula-eval-testdata/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apache-poi-function-testdata.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-poi-function-testdata/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-poi-function-testdata/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apache-xmlgraphics-fop-fop-test-layoutengine-standard-testcases/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apache-xmlgraphics-fop-fop-test-layoutengine-standard-testcases/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apollo-13-houston-we-have-had-a-problem/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apollo-13-houston-we-have-had-a-problem/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apra-adi-centralised-publication.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apra-adi-centralised-publication/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apra-adi-centralised-publication/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apra-phi-medical-gap-2026q2/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apra-phi-medical-gap-2026q2/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apra-phi-membership-and-benefits-2026q2/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apra-phi-membership-and-benefits-2026q2/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apra-phi-membership-coverage-2026q2/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apra-phi-membership-coverage-2026q2/*/*.parquet'
 LIMIT 10;
 ```
 

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

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apra-phi-membership-trends-2026q2/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apra-phi-membership-trends-2026q2/*/*.parquet'
 LIMIT 10;
 ```
 

cards/apriltag-test-data.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/apriltag-test-data/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/apriltag-test-data/*/*.parquet'
 LIMIT 10;
 ```
 

cards/aqua-trivy-checks.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/aqua-trivy-checks/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/aqua-trivy-checks/*/*.parquet'
 LIMIT 10;
 ```
 

cards/aquasecurity-trivy-checks.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/aquasecurity-trivy-checks/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/aquasecurity-trivy-checks/*/*.parquet'
 LIMIT 10;
 ```
 

cards/are-we-fast-yet.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/are-we-fast-yet/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/are-we-fast-yet/*/*.parquet'
 LIMIT 10;
 ```
 

cards/arin-arin-ppml.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/arin-arin-ppml/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/arin-arin-ppml/*/*.parquet'
 LIMIT 10;
 ```
 

cards/arm-optimized-routines-directed-tests.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/arm-optimized-routines-directed-tests/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/arm-optimized-routines-directed-tests/*/*.parquet'
 LIMIT 10;
 ```
 

cards/arnog-mathlive-test.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/arnog-mathlive-test/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/arnog-mathlive-test/*/*.parquet'
 LIMIT 10;
 ```
 

cards/arquivo-pt.md

@@ -59,11 +59,11 @@ Size of one row, upper bounds by quantile: 10% 32.8 KB, 50% 262 KB, 90% 4.19 MB,
 
 ## Query this source at a fixed release
 
-Pinned to the release tag `release-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/arquivo-pt/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/arquivo-pt/*/*.parquet'
 LIMIT 10;
 ```
 

cards/artifact-hub-helm-charts.md

@@ -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-2026-11-02.5`.
+Pinned to the release tag `release-2026-11-02.6`.
 
 ```sql
 SELECT uri, ext, size_bytes, lower(hex(sha256)) AS sha256
-FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.5/data/artifact-hub-helm-charts/*/*.parquet'
+FROM 'hf://datasets/Battam/agentic-env-index@release-2026-11-02.6/data/artifact-hub-helm-charts/*/*.parquet'
 LIMIT 10;
 ```