Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 83, in _split_generators
                  raise ValueError(
              ValueError: The TAR archives of the dataset should be in WebDataset format, but the files in the archive don't share the same prefix or the same types.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 66, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                         ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

πŸ› οΈ ASTRA Skills Scripts: Script-Backed Skills from the Agent Skill Tool-use Repository Atlas

Script-backed skills from the Agent Skill Tool-use Repository Atlas

Hugging Face Dataset ASTRA: Agent Skill Tool-use Repository Atlas 28,954 script-backed skills 19.55% of ASTRA Skills 1.84 GiB archive

ASTRA Skills Scripts contains only skill directories from zhangdw/astra-skills that include a scripts/ subdirectory, making it easier to study agent skills that pair written instructions with runnable helper code.

Quick Start Β· At a Glance Β· Subset Definition Β· Directory Format


This dataset is a filtered subset of the public ASTRA Skills Collection. The dataset-level metadata and packaging are released under Apache-2.0, but individual skill files and scripts remain subject to their original repository licenses. Inspect upstream licenses before redistribution, execution, training, or benchmark release.

✨ Why a Scripts Subset?

Many agent skills are pure instruction documents. Others include executable helpers, shell scripts, Python utilities, templates, or workflow code under scripts/. The scripts-backed subset is useful when the research question is not only what agents are told to do, but how skills operationalize those instructions through local tools.

This subset helps answer questions like:

  • Which real-world skills rely on runnable helper scripts?
  • How do SKILL.md instructions describe when and how to call scripts?
  • What tool-use patterns appear around code generation, browser work, document editing, data processing, and automation?
  • How can retrieval systems surface skills that include executable affordances, not just prose instructions?

πŸ“¦ Dataset at a Glance

28,954
skills with scripts/
4
split archive parts
1.84 GiB
compressed archive
Strict Subset
of zhangdw/astra-skills
19.55%
of the full corpus
2026-04-15
extraction date
GitHub
source lineage
Script-Backed
agent workflows

Snapshot Summary

Field Value
Source dataset zhangdw/astra-skills
Full corpus size 148,134 deduplicated skills
Matched skills with scripts/ 28,954
Subset share 19.55% of the full corpus
Extraction date 2026-04-15
Source root scanned astra-skills/github/
Copied subset root github/
Archive layout astra-skills-scripts-part-0000.tar.gz β†’ astra-skills-scripts-part-0003.tar.gz

🧩 Subset Definition

Rule Description
Parent dataset The full zhangdw/astra-skills corpus.
Selection predicate Keep a skill directory only if it contains a scripts/ subdirectory.
Directory contents Preserve the skill directory, including SKILL.md, _meta.json, scripts/, and other copied files from the parent corpus.
Scope A scripts-focused research subset, not a new crawl or live mirror.

πŸ—‚οΈ Dataset Files

File Description
README.md Dataset card and usage notes.
astra-skills-scripts-part-0000.tar.gz β†’ astra-skills-scripts-part-0003.tar.gz Split compressed archive containing the filtered github/ skill directory tree.
.gitattributes Hugging Face / Git LFS tracking metadata.

πŸš€ Quick Start

Download the dataset with the current Hugging Face Hub CLI:

uvx --from huggingface_hub hf download zhangdw/astra-skills-scripts \
  --type dataset \
  --local-dir astra-skills-scripts

Merge the split archive and extract it:

cat astra-skills-scripts/astra-skills-scripts-part-*.tar.gz > astra-skills-scripts.tar.gz
tar xzf astra-skills-scripts.tar.gz

This produces a github/ directory containing script-backed skill directories.

Inspect a few script-backed skills:

find github -path '*/scripts' -type d | head
find github -name SKILL.md | head

🧱 Directory Format

Each saved skill directory comes from the parent ASTRA Skills corpus and includes a scripts/ subdirectory.

github/
└── {source}_{owner}_{skill_name}/
    β”œβ”€β”€ SKILL.md
    β”œβ”€β”€ _meta.json
    β”œβ”€β”€ scripts/
    └── [optional files, e.g. templates/, examples/, assets/]

_meta.json stores provenance metadata from the original crawl, such as source site, repository URL, owner, repository name, skill name, and relative path inside the upstream repository.

πŸ”Ž Example Discovery Workflows

List common script file extensions
from collections import Counter
from pathlib import Path

counts = Counter()

for scripts_dir in Path("github").rglob("scripts"):
    if scripts_dir.is_dir():
        for path in scripts_dir.rglob("*"):
            if path.is_file():
                counts[path.suffix.lower() or "[no extension]"] += 1

print(counts.most_common(20))
Find skills whose instructions mention script execution
rg -n "scripts/|run .*script|execute|python|bash|node" github -g 'SKILL.md'
Build a lightweight metadata table
import json
from pathlib import Path

rows = []

for meta_file in Path("github").rglob("_meta.json"):
    skill_dir = meta_file.parent
    meta = json.loads(meta_file.read_text())
    rows.append({
        "skill_dir": str(skill_dir),
        "script_files": sum(1 for p in (skill_dir / "scripts").rglob("*") if p.is_file()),
        "meta": meta,
    })

print(len(rows))
print(rows[:3])

βœ… Intended Use

ASTRA Skills Scripts is designed for:

  • research on script-backed agent workflows and executable skill affordances;
  • skill retrieval and routing experiments that need a has_scripts signal;
  • analysis of how SKILL.md instructions coordinate with helper code;
  • studying tool invocation patterns, script conventions, and repository provenance;
  • constructing smaller benchmark or training subsets from the full ASTRA Skills corpus.

πŸ› οΈ Maintenance Notes

This dataset is a static extraction from the full ASTRA Skills snapshot. It preserves the parent corpus layout while filtering for directories that include scripts/. Because scripts can execute arbitrary upstream code, treat this dataset as research material: inspect code before running it, sandbox execution, and retain upstream provenance when deriving new artifacts.

πŸ‘€ Author

  • Dawei Zhang (GitHub: zhangdw156)

πŸ“š Citation

If you use ASTRA Skills Scripts in research, please cite this dataset, the full ASTRA Skills Collection, and any upstream repositories whose skill contents or scripts are central to your analysis.

@misc{astraSkillsScripts2026,
  author       = {Zhang, Dawei},
  title        = {ASTRA Skills Scripts: Script-Backed Skills from the Agent Skill Tool-use Repository Atlas},
  year         = {2026},
  howpublished = {Hugging Face Dataset},
  publisher    = {Hugging Face},
  doi          = {10.57967/hf/8428},
  url          = {https://huggingface.co/datasets/zhangdw/astra-skills-scripts},
  note         = {Scripts-focused subset of ASTRA Skills; snapshot date: 2026-04-15; DOI record revision: 77d9d29}
}

For completeness, also cite the parent collection:

@misc{astraSkills2026,
  author       = {Zhang, Dawei},
  title        = {ASTRA Skills: Agent Skill Tool-use Repository Atlas},
  year         = {2026},
  howpublished = {Hugging Face Dataset},
  publisher    = {Hugging Face},
  doi          = {10.57967/hf/8399},
  url          = {https://huggingface.co/datasets/zhangdw/astra-skills},
  note         = {Snapshot date: 2026-04-15; DOI record revision: 146eb8c}
}

πŸ“„ License

Dataset metadata and packaging are released under Apache-2.0. Individual skill contents and scripts remain subject to their original repository licenses.


ASTRA Skills Scripts makes script-backed agent skills easier to inspect, compare, and study at scale.

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