CoolFace
Datasetpublic

fevziegeyurtsevenler/skills-in-the-wild

Skills in the Wild — Open Audit of AI Agent Extensions from datasets import load_dataset ds = load_dataset("fevziegeyurtsevenler/skills-in-the-wild") The first open, reproducible audit of real agent extensions (Skills, MCP, rules files) on GitHub. Schema file rows columns manifest.jsonl 3,168 repo, path, sha, surface, html_url findings.jsonl 742 rule_id, severity, category, evidence files.jsonl 3,168 n_findings, worst_severity, rule_ids… See the full description on the dataset page: https://huggingface.co/datasets/fevziegeyurtsevenler/skills-in-the-wild.

sourceHugging Facecc-by-4.0updated 1mo agoView on Hugging Face
0likes83downloads
Dataset Card

[image]

Skills in the Wild — Open Audit of AI Agent Extensions

python
from datasets import load_dataset
ds = load_dataset("fevziegeyurtsevenler/skills-in-the-wild")

The first open, reproducible audit of real agent extensions (Skills, MCP, rules files) on GitHub.

Schema

filerowscolumns
manifest.jsonl3,168repo, path, sha, surface, html_url
findings.jsonl742rule_id, severity, category, evidence
files.jsonl3,168nfindings, worstseverity, rule_ids

Related AltaySec resources

Citation

bibtex
@misc{yurtsevenler2026skillsinthewild,
  title  = {An Open Audit of Public AI Agent Extensions},
  author = {Yurtsevenler, Fevzi Ege},
  year   = {2026},
  publisher = {AltaySec / Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/fevziegeyurtsevenler/skills-in-the-wild}}
}

Multilingual-first LLM/agent security research by [AltaySec](https://altaysec.com.tr).