# Duplicate Advisory: PraisonAI: Human-in-the-loop tool approval is cached by tool name and silently reused for all…

Source: https://junglewise.ai/threats/duplicate-advisory-praisonai-human-in-the-loop-tool-approval-is-cached-02c820cd  
Publisher: Junglewise Threat Intelligence, https://junglewise.ai/threats  
Published: 2026-07-15  
License: CC BY 4.0 with a link back

Severity: medium · CVSS 6.1 · Published 2026-07-15

### Duplicate Advisory
This advisory has been withdrawn because it is a duplicate of GHSA-29r9-67vg-qj56. This link is maintained to preserve external references.

### Original Description
PraisonAI before 1.6.78 caches tool approval decisions by tool name only, allowing attackers to reuse initial approvals for subsequent calls with arbitrary arguments. Attackers can exploit this by obtaining approval for a benign operation and then executing dangerous file write operations with unreviewed parameters in the same session.

Technologies: [praisonaiagents (PyPI)](https://junglewise.ai/threats/technologies/pypi-praisonaiagents). Vendors: [PyPI](https://junglewise.ai/threats/vendors/pypi).

## Quick answers

**Is This vulnerability exploited in the wild?** No. Junglewise Threat Intelligence has no report of This vulnerability being exploited in the wild.

**How severe is This vulnerability?** Medium severity, with a CVSS score of 6.1, published 15 July 2026.

**Which products and versions are affected?** praisonaiagents (PyPI) <= 1.6.77.

**Is there a fix for This vulnerability?** No fixed version is recorded yet. Check the vendor's advisory in the references below. If you run it, Junglewise drafts a mitigation that fits your setup and applies it once you approve, with senior security engineers behind it.

**Am I affected?** Check whether you run praisonaiagents (PyPI) at an affected version. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

## Affected products

- praisonaiagents (PyPI) <= 1.6.77

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