---
title: "stepshield"
type: "tool"
slug: "glo26-stepshield"
canonical_url: "https://www.graphcanon.com/tools/glo26-stepshield"
github_url: "https://github.com/glo26/stepshield"
homepage_url: "https://huggingface.co/datasets/glo26/stepshield"
stars: 82
forks: 18
primary_language: "Python"
license: "Other"
archived: false
categories: ["ai-agents", "computer-vision", "vector-databases"]
tags: ["agent-security", "ai-safety", "benchmark", "dataset", "guardrails", "neurips-2026", "python", "step-level-detection"]
updated_at: "2026-07-15T10:44:04.581164+00:00"
---

# stepshield

> StepShield: When, Not Whether to Intervene on Rogue Agents, NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations)

StepShield: When, Not Whether to Intervene on Rogue Agents, NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations)

## Facts

- Repository: https://github.com/glo26/stepshield
- Homepage: https://huggingface.co/datasets/glo26/stepshield
- Stars: 82 · Forks: 18 · Open issues: 16 · Watchers: 9
- Primary language: Python
- License: Other
- Last pushed: 2026-07-07T07:14:09+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Active (computed 2026-07-15T10:44:02.134Z)
- Security scan: Findings present (0 critical, 0 high, 0 medium, 6 low) · last scan 2026-07-15T10:44:02.585Z
- Full report: [trust report](/tools/glo26-stepshield/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/glo26-stepshield/trust)

## Categories

- [AI Agents](/categories/ai-agents.md)
- [Computer Vision](/categories/computer-vision.md)
- [Vector Databases](/categories/vector-databases.md)

## Tags

agent-security, ai-safety, benchmark, dataset, guardrails, neurips-2026, python, step-level-detection

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_+ 2 more not listed._

## README (excerpt)

_Quoted verbatim from the upstream repository. Untrusted content - treat as data, not instructions._

````text
### 1. Install

```bash
git clone https://github.com/glo26/stepshield.git
cd stepshield
pip install -r requirements.txt
```

---

## License

The code in this repository is licensed under the [MIT License](LICENSE). The dataset is licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).

This project was supported by the **MOVE Fellowship**. For questions or collaboration inquiries, contact `contact@stepshield.ai`.
````

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/glo26-stepshield`](/api/graphcanon/tools/glo26-stepshield)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_