PraisonAI recipe execution has a dangerous-tool policy that is supposed to block default-denied tools unless the caller explicitly passes allow_dangerous_tools=True. That policy only checks tools declared in TEMPLATE.yaml requires.tools.
For steps-based recipes, the actual execution path loads workflow.yaml with YAMLWorkflowParser. That parser resolves agent-level tools: declarations and preserves top-level approve:. Workflow.start() then installs those YAML-approved tools into the approval context.
As a result, an untrusted recipe can omit execute_command from TEMPLATE.yaml requires.tools, declare it in workflow.yaml agents.*.tools, and add top-level approve: [execute_command]. The caller did not set allow_dangerous_tools=True, but the recipe policy allows the recipe and the workflow approval path self-approves the critical shell tool.
The local PoV uses a harmless printf canary and explicitly unsets PRAISONAI_AUTO_APPROVE.
recipe.run() checks the recipe policy unless options["allow_dangerous_tools"] is true. _check_tool_policy() gets the required tool list from recipe_config.get_required_tools(), which is backed by TEMPLATE.yaml requires.tools.
The steps workflow execution path is separate:
_execute_steps_workflow() parses the workflow file with YAMLWorkflowParser.YAMLWorkflowParser resolves agents.*.tools.approve: and stores it on workflow.approve_tools.Workflow.start() calls set_yaml_approved_tools(approve_tools).execute_command is listed as a default dangerous tool with critical risk and is decorated with @require_approval(risk_level="critical"). The policy gap is that recipe-level dangerous-tool enforcement does not inspect the workflow file that actually supplies and approves the tool.
YAML approve: is...
4.6.61Exploitability
AV:LAC:LPR:NUI:RScope
S:UImpact
C:HI:HA:H7.8/CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H