GHAW-H: A Dataset of
GitHub Agentic Workflow Histories

Pablo Valenzuela-Toledo, Timo Kehrer, Sebastiano Panichella

Upcoming NLBSE 2027 · Co-located with ICSE 2027

Use GHAW-H to investigate natural-language agentic workflow specifications, their compiled workflows, and their evolution.

Paper submission: November 13, 2026 (AoE) Read the call

Dataset Overview

GHAW-H connects repository metadata with the observable history of natural-language workflow specifications and their aligned lock files. It contains 262 repositories, 604 source histories, 2,820 Markdown versions, and 2,820 lock snapshots.

Cumulative observed adoption of GitHub Agentic Workflows by repository
Cumulative observed adoption, based on the earliest confirmed committed workflow source in each repository.

What is included?

262repositories
604source histories
2,820Markdown versions
2,820lock snapshots

Relational schema

Entity-relationship diagram for the five GHAW-H tables
GHAW-H v0.1 relational schema. Field definitions are available in the table dictionary.

Explore the dataset

Load GHAW-H

Read all five tables and construct the core analytical joins.

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Dataset Overview

Inspect coverage and reproduce the cumulative adoption figure.

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Language usage

Compare adoption across repository language ecosystems.

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History analysis

Explore version depth, history span, and temporal change.

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Citation

If you use GHAW-H, please cite the archived v0.1.2 dataset release and identify the version used.

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}
}

Affiliated institutions