Quality Graph queries — the unified verification chain from outcome to evidence. action: chain (full chain for a feature) | gaps (all gap nodes by severity) | failing (all failing nodes) | impact (upstream impact of fixing a node) | node_detail (full node info) | traverse (walk graph up/down) | d...
Part of the Devbox server.
Free to start. No card required.
AI agents invoke devbox_quality_graph to trigger processes or run actions in Devbox. Execute operations can have side effects beyond the immediate call -- triggering builds, sending notifications, or starting workflows. Rate limits and argument validation are essential to prevent runaway execution.
devbox_quality_graph can trigger processes with real-world consequences. An uncontrolled agent might start dozens of builds, send mass notifications, or kick off expensive compute jobs. PolicyLayer enforces rate limits and validates arguments to keep execution within safe bounds.
Execute tools trigger processes. Rate-limit and validate arguments to prevent unintended side effects.
{
"version": "1",
"default": "deny",
"tools": {
"devbox_quality_graph": {
"limits": [
{
"counter": "devbox_quality_graph_rate",
"window": "minute",
"max": 10,
"scope": "grant"
}
]
}
}
}See the full Devbox policy for all 38 tools.
These attack patterns abuse exactly the kind of access devbox_quality_graph gives an agent. Each links to the full case and the policy that stops it:
Other execute tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Quality Graph queries — the unified verification chain from outcome to evidence. action: chain (full chain for a feature) | gaps (all gap nodes by severity) | failing (all failing nodes) | impact (upstream impact of fixing a node) | node_detail (full node info) | traverse (walk graph up/down) | diff (graph state for a run) | summary (project-wide health). Use this to query what's verified, what's failing, and where chains break across the 9 verification layers.. It is categorised as a Execute tool in the Devbox MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Devbox MCP server in PolicyLayer and add a rule for devbox_quality_graph: 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 Devbox. Nothing to install.
devbox_quality_graph is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the devbox_quality_graph 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 devbox_quality_graph. 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.
devbox_quality_graph is provided by the Devbox MCP server (devbox-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 38 Devbox tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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