lock_file_snapshot_id int64 1 2.82k | source_markdown_file_version_id int64 1 2.82k | path stringclasses 359
values | content stringlengths 714 495k | file_sha stringlengths 40 40 |
|---|---|---|---|---|
1 | 1 | .github/workflows/daily-issue-triage.lock.yml | # gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"919fb17c7928e5e96d9c0a2854670a42f9c5f6cfc2059b46009bb3c23640d0ca","compiler_version":"v0.76.1","strict":true,"agent_id":"copilot"}
# gh-aw-manifest: {"version":1,"secrets":["COPILOT_GITHUB_TOKEN","GH_AW_GITHUB_MCP_SERVER_TOKEN","GH_AW_GITHUB_TOKEN","GITHUB_TO... | bd7db9978d40bfd8799dc53087f916a9ac5691a8 |
2 | 2 | .github/workflows/daily-repo-status.lock.yml | #
# ___ _ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _ ___
# | _ |/ _` |/ _ \ '_ \| __| |/ __|
# | | | | (_| | __/ | | | |_| | (__
# \_| |_/\__, |\___|_| |_|\__|_|\___|
# __/ |
# _ _ |___/
# | | | | / _| |
# | | | | ___ _ __ _ __| |_| ... | 36847a060a10d0e585b1abffbd6e4e3eea3a3ba9 |
3 | 3 | .github/workflows/daily-repo-status.lock.yml | #
# ___ _
# / _ \ | | (_)
# | |_| | __ _ ___ _ __ | |_ _
# | _ |/ _` |/ _ \ '_ \| __| |/ __|
# | | | | (_| | __/ | | | |_| | (
# \_| |_/\__, |\___|_| |_|\__|_|\___|
# __/ |
# _ _ |___/
# | | | | / _| |
# | | | | ___ _ __ _ __| |_| | _____
# |... | 1d7e7eecd14dee89841a371b7d85ea5dd9032e19 |
4 | 4 | .github/workflows/daily-repo-status.lock.yml | "# gh-aw-metadata: {\"schema_version\":\"v3\",\"frontmatter_hash\":\"ae44897dc32d20c421588b31a279653(...TRUNCATED) | 7c3d20a166ea1080045dfd7a99e3d638900f5fa0 |
5 | 5 | .github/workflows/daily-repo-status.lock.yml | "# gh-aw-metadata: {\"schema_version\":\"v3\",\"frontmatter_hash\":\"bcecce6f1d9f8df2b3eca9eb7bb1fdb(...TRUNCATED) | 98d26f1d559e5ccb0f3719d863a084d24777d877 |
6 | 6 | .github/workflows/create-sample-issue.lock.yml | "#\n# ___ _ _ \n# / _ \\ | | (_) \n# | |_| | __ _(...TRUNCATED) | 13678c0c30a3565d791ac390eb0a9d02dcbb510d |
7 | 7 | .github/workflows/create-sample-issue.lock.yml | "#\n# ___ _ _ \n# / _ \\ | | (_) \n# | |_| | __ _(...TRUNCATED) | 13678c0c30a3565d791ac390eb0a9d02dcbb510d |
8 | 8 | .github/workflows/create-sample-issue.lock.yml | "#\n# ___ _ _ \n# / _ \\ | | (_) \n# | |_| | __ _(...TRUNCATED) | 0362ed616316aa5a956103326bf3a1b509009f7e |
9 | 9 | .github/workflows/doc-bot.lock.yml | "# gh-aw-metadata: {\"schema_version\":\"v4\",\"frontmatter_hash\":\"d49d800dc7671f91ea76d833938a0c8(...TRUNCATED) | 945ceb16ff560435d406d380204951ee7f393ca5 |
10 | 10 | .github/workflows/doc-bot.lock.yml | "# gh-aw-metadata: {\"schema_version\":\"v4\",\"frontmatter_hash\":\"870c9b0c092989a25c8d55c010a0268(...TRUNCATED) | ab1e282fd00736e899a6d50ccf0759860f163932 |
GHAW-H: GitHub Agentic Workflow Histories
Overview
GHAW-H is a dataset capturing the emergence of GitHub Agentic Workflows (GH-AW) among early-adopter open-source repositories. This release spans 262 repositories, 2820 observed GH-AW source markdown file snapshots, 2820 source-version records across 604 file histories, and 2820 associated lock-file snapshots.
Public documentation, executable notebooks, schema material, and the project website are available in the GHAW-H companion repository and at pavt.github.io/GHAW-H.
GitHub Agentic Workflows Challenge at NLBSE 2027
GHAW-H is the dataset for the GitHub Agentic Workflows Challenge hosted at NLBSE 2027, the 6th International Workshop on Natural Language-based Software Engineering, co-located with ICSE 2027 in Dublin, Ireland. Researchers and practitioners are invited to study natural-language agentic workflow specifications, their compiled GitHub Actions workflows, and their evolution in public repositories.
| Milestone | Date |
|---|---|
| Paper submission | November 13, 2026 |
| Author notification | December 11, 2026 |
| Camera-ready | January 29, 2027 |
All deadlines are Anywhere on Earth (AoE).
Read the full challenge call →
Quick Look
The overview of the GHAW-H dataset is as follows:
| Dataset | #Repo | #Source Histories | #Source Versions | #Lock Snapshots |
|---|---|---|---|---|
| GHAW-H | 262 | 604 | 2,820 | 2,820 |
Intended Uses
Pending.
Dataset Schema
A detailed explanation about the fields of the tables can be found in Tables dictionary.
Example Notebooks
These notebooks are included with the release and can be run from the release package or opened in Colab from the project repository.
| Description | Notebook Link | Open in Colab |
|---|---|---|
| Basic dataset loading | load_GAWD.ipynb |  |
| Dataset overview | dataset_overview.ipynb | |
| Analysis of repository language usage | language_usage.ipynb | |
| Analysis enabled by file-version histories | history_data.ipynb | |
License
This dataset aggregates content from GitHub repositories. Each source repository retains its original copyright and license (e.g., MIT, Apache-2.0, GPL family, Creative Commons variants, etc.). Files, histories, and any other artifacts originating from those repositories remain governed by their original licenses.
Users must verify and comply with the specific license of any source repository or file they extract or use from this collection. Do not assume a universal re-license. If you believe content appears here in a way that conflicts with its license, please contact the maintainers, and it will be removed.
Citation
Please cite the archived GHAW-H v0.1.2 dataset release:
Valenzuela-Toledo, P., Kehrer, T., & Panichella, S. (2026). GHAW-H: A Dataset of GitHub Agentic Workflow Histories (Version v0.1.2) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22084012
@dataset{valenzuela_toledo_ghaw_h_2026,
author = {Valenzuela-Toledo, Pablo and Kehrer, Timo and Panichella, Sebastiano},
title = {{GHAW-H}: A Dataset of GitHub Agentic Workflow Histories},
year = {2026},
publisher = {Zenodo},
version = {v0.1.2},
doi = {10.5281/zenodo.22084012},
url = {https://doi.org/10.5281/zenodo.22084012}
}
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