Generates a pull request payload from SPECIFICATION.md and TASKS.md with spec summary, requirements covered, and task progress. Returns routing_instructions for GitHub MCP
AI agents use sdd_create_pr to create or update resources in Specky — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Specky environment.
This tool creates pull request objects in GitHub, which constitutes reversible data modification rather than destruction or code execution. The blast radius is medium because a malformed PR could clutter the repository or trigger unwanted CI/CD pipelines, but the effect is not destructive and can be undone. It does not execute arbitrary code or move money, making it a Write-category risk.
From the tool's definition Generates a pull request payload from specification and task files. A pull request creation is a write operation that creates new data (PR metadata, descriptions) in a version control system, modifying the repository's pull request collection.
Documented attack patterns abuse exactly the kind of access sdd_create_pr gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Specky, and nothing reaches the server without passing your rules. This is the rule we recommend for sdd_create_pr:
{
"version": "1",
"default": "deny",
"tools": {
"sdd_create_pr": {
"limits": [
{
"counter": "sdd_create_pr_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
} sdd_create_pr 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.
Free to start. No card required.
Generates a pull request payload from SPECIFICATION.md and TASKS.md with spec summary, requirements covered, and task progress. Returns routing_instructions for GitHub MCP. It is categorised as a Write tool in the Specky MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Specky MCP server in PolicyLayer and add a rule for sdd_create_pr: 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 Specky. Nothing to install.
sdd_create_pr 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 sdd_create_pr 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 sdd_create_pr. 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.
sdd_create_pr is provided by the Specky MCP server (paulasilvatech/specky). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Specky, 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.
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