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      <title>GHSA-j7qx-p75m-wp7g — PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage</title>
      <link>https://vulnerability.circl.lu/vuln/ghsa-j7qx-p75m-wp7g</link>
      <description>&lt;p&gt;&lt;strong&gt;Affected:&lt;/strong&gt; PyPI: praisonai&lt;/p&gt;
&lt;p&gt;# PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage&lt;/p&gt;
&lt;p&gt;## Summary&lt;/p&gt;
&lt;p&gt;PraisonAI&amp;#39;s Dynamic Context Discovery feature exposes artifact helper tools
through `ctx.get_tools()`:&lt;/p&gt;
&lt;p&gt;```python
ctx = setup_dynamic_context()&lt;/p&gt;
&lt;p&gt;agent = Agent(
    instructions=&amp;#34;You are a data analyst.&amp;#34;,
    tools=ctx.get_tools(),
    hooks=[ctx.get_middleware()],
)
```&lt;/p&gt;
&lt;p&gt;The official documentation describes these helpers as a way for the agent to
explore large tool-output artifacts that were queued by the middleware:&lt;/p&gt;
&lt;p&gt;- large tool outputs are saved as artifacts;
- the agent receives compact artifact references; and
- the agent uses `artifact_tail` and `artifact_grep` to explore that data.&lt;/p&gt;
&lt;p&gt;The implemented artifact tools do not enforce that the supplied
`artifact_path` is an artifact created by the configured store or that it lives
under the configured artifact base directory. Instead, `artifact_head`,
`artifact_tail`, `artifact_grep`, and `artifact_chunk` wrap the caller-supplied
path directly into an `ArtifactRef` and then read it from the host filesystem.&lt;/p&gt;
&lt;p&gt;As a result, any prompt/user/tool-caller that can influence those tool
arguments can read files readable by the PraisonAI process, such as project
`.env` files, cloud credentials, SSH keys, source files, or other local data.&lt;/p&gt;
&lt;p&gt;## Affected Product&lt;/p&gt;
&lt;p&gt;- Repository: `MervinPraison/PraisonAI`
- Ecosystem: `pip`
- Package: `praisonai`
- Component: Dynamic Context Discovery artifact tools
- Current source path: `src/praisona…&lt;/p&gt;</description>
      <content:encoded>&lt;p&gt;&lt;strong&gt;Affected:&lt;/strong&gt; PyPI: praisonai&lt;/p&gt;
&lt;p&gt;# PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage&lt;/p&gt;
&lt;p&gt;## Summary&lt;/p&gt;
&lt;p&gt;PraisonAI&amp;#39;s Dynamic Context Discovery feature exposes artifact helper tools
through `ctx.get_tools()`:&lt;/p&gt;
&lt;p&gt;```python
ctx = setup_dynamic_context()&lt;/p&gt;
&lt;p&gt;agent = Agent(
    instructions=&amp;#34;You are a data analyst.&amp;#34;,
    tools=ctx.get_tools(),
    hooks=[ctx.get_middleware()],
)
```&lt;/p&gt;
&lt;p&gt;The official documentation describes these helpers as a way for the agent to
explore large tool-output artifacts that were queued by the middleware:&lt;/p&gt;
&lt;p&gt;- large tool outputs are saved as artifacts;
- the agent receives compact artifact references; and
- the agent uses `artifact_tail` and `artifact_grep` to explore that data.&lt;/p&gt;
&lt;p&gt;The implemented artifact tools do not enforce that the supplied
`artifact_path` is an artifact created by the configured store or that it lives
under the configured artifact base directory. Instead, `artifact_head`,
`artifact_tail`, `artifact_grep`, and `artifact_chunk` wrap the caller-supplied
path directly into an `ArtifactRef` and then read it from the host filesystem.&lt;/p&gt;
&lt;p&gt;As a result, any prompt/user/tool-caller that can influence those tool
arguments can read files readable by the PraisonAI process, such as project
`.env` files, cloud credentials, SSH keys, source files, or other local data.&lt;/p&gt;
&lt;p&gt;## Affected Product&lt;/p&gt;
&lt;p&gt;- Repository: `MervinPraison/PraisonAI`
- Ecosystem: `pip`
- Package: `praisonai`
- Component: Dynamic Context Discovery artifact tools
- Current source path: `src/praisona…&lt;/p&gt;</content:encoded>
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