generate_github_workflow_from_chef
AI agents use generate_github_workflow_from_chef to create or update resources in SousChef — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your SousChef environment.
This tool creates or modifies GitHub Actions workflow files, which are configuration artifacts stored in version control. This is a Write operation because it generates (creates) new or updated workflow definitions. Severity is medium because misconfigured workflows could cause unintended CI/CD pipeline behavior, but workflows are reversible (can be edited or deleted).
From the tool's definition Tool name 'generate_github_workflow_from_chef' indicates file/configuration generation. The server context shows this is part of a Chef-to-Ansible migration toolkit that converts infrastructure-as-code artifacts.
Documented attack patterns abuse exactly the kind of access generate_github_workflow_from_chef gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and SousChef, and nothing reaches the server without passing your rules. This is the rule we recommend for generate_github_workflow_from_chef:
{
"version": "1",
"default": "deny",
"tools": {
"generate_github_workflow_from_chef": {
"limits": [
{
"counter": "generate_github_workflow_from_chef_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}generate_github_workflow_from_chef stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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generate_github_workflow_from_chef. It is categorised as a Write tool in the SousChef MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the SousChef MCP server in PolicyLayer and add a rule for generate_github_workflow_from_chef: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches SousChef. Nothing to install.
generate_github_workflow_from_chef is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the generate_github_workflow_from_chef rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for generate_github_workflow_from_chef. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
generate_github_workflow_from_chef is provided by the SousChef MCP server (kpeacocke/souschef). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from SousChef, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
96 SousChef tools catalogued and risk-classified — across an index of 43,000+ MCP servers.