mirastack-agents-sdk 1.2.0

Python SDK for building MIRASTACK agents — agentic workflow automation for platform engineering

mirastack-agents-sdk

Python SDK for building MIRASTACK agents — the external gRPC plugins that perform READ, MODIFY, and ADMIN actions on platform engineering systems. Agents are pure compute: they receive params via gRPC and use the EngineContext proxy to interact with the engine.

License: GNU AGPL v3 — see LICENSE.

Installation

pip install mirastack-agents-sdk

Quick Start

from mirastack_sdk import (
    Plugin, PluginInfo, PluginSchema, Action, IntentPattern,
    Permission, DevOpsStage, ExecuteRequest, ExecuteResponse,
    respond_map, serve,
)

class MyAgent(Plugin):
    def info(self) -> PluginInfo:
        return PluginInfo(
            name="my-agent",
            version="0.1.0",
            description="Example observability agent",
            actions=[
                Action(
                    id="query",
                    description="Query metrics for a service",
                    permission=Permission.READ,
                    stages=[DevOpsStage.OBSERVE],
                    input_params=[{"name": "service", "type": "string", "required": True}],
                ),
            ],
            intents=[
                IntentPattern(pattern=r"query.*metrics|show.*metrics", description="Query metrics", priority=1),
            ],
        )

    def schema(self) -> PluginSchema:
        return PluginSchema(actions=self.info().actions)

    async def execute(self, req: ExecuteRequest) -> ExecuteResponse:
        service = req.params.get("service", "")
        return respond_map({"service": service, "status": "ok"})

    async def health_check(self) -> None: pass

    async def config_updated(self, config: dict) -> None: pass

if __name__ == "__main__":
    serve(MyAgent())

Plugin Interface

class Plugin(ABC):
    def info(self) -> PluginInfo: ...
    def schema(self) -> PluginSchema: ...
    async def execute(self, req: ExecuteRequest) -> ExecuteResponse: ...
    async def health_check(self) -> None: ...
    async def config_updated(self, config: dict[str, str]) -> None: ...

Response Helpers

from mirastack_sdk import respond_map, respond_json, respond_error, respond_raw

return respond_map({"metric": 42.0, "service": "api"})   # typed dict response
return respond_json(my_dataclass)                         # any serialisable type
return respond_error("backend unavailable")               # error response
return respond_raw(b'{"raw": "json"}')                    # raw JSON passthrough

Agent-Specific Features

Actions — Tool Catalog Registration

Action(
    id="restart_service",
    description="Restart a Kubernetes deployment",
    permission=Permission.MODIFY,   # READ | MODIFY | ADMIN
    stages=[DevOpsStage.OPERATE],
    input_params=[
        {"name": "namespace",  "type": "string", "required": True},
        {"name": "deployment", "type": "string", "required": True},
    ],
    output_params=[{"name": "status", "type": "string"}],
)

Intent Patterns — Natural Language Routing

IntentPattern(
    pattern=r"restart.*deployment|rollout.*restart",
    description="Restart a Kubernetes deployment",
    priority=10,
)

Prompt Templates

from mirastack_sdk import PromptTemplate

PromptTemplate(
    name="my_agent_analysis",
    description="Analysis prompt contributed to the engine PromptTemplate Store",
    content="Analyse the following data: {{ data }}",
)

Engine Context

from mirastack_sdk import EngineContext

class MyAgent(Plugin):
    def set_engine_context(self, ctx: EngineContext) -> None:
        self._ctx = ctx

    async def execute(self, req: ExecuteRequest) -> ExecuteResponse:
        url   = await self._ctx.get_config("backend.url")
        await   self._ctx.cache_set("key", "value", ttl=300)
        val   = await self._ctx.cache_get("key")
        await   self._ctx.publish_result({"data": val})
        ok    = await self._ctx.request_approval("Proceed?", Permission.MODIFY)
        await   self._ctx.log_event("action_completed", {"action": "query"})

DateTime Utilities

Convert req.time_range to backend-specific formats — never parse time in a plugin:

from mirastack_sdk import datetimeutils

start = datetimeutils.format_epoch_seconds(req.time_range.start_epoch_ms)  # VictoriaMetrics
start = datetimeutils.format_epoch_micros(req.time_range.start_epoch_ms)   # VictoriaTraces
start = datetimeutils.format_rfc3339(req.time_range.start_epoch_ms)        # VictoriaLogs

SDK Components

Module	Purpose
plugin.py	Plugin ABC, PluginInfo, Action, IntentPattern, PromptTemplate
context.py	EngineContext proxy — config, cache, publish, approval, audit log
respond.py	respond_map, respond_json, respond_error, respond_raw helpers
serve.py	gRPC server bootstrap — call serve(agent) from __main__
datetimeutils.py	Time format converters for all MIRASTACK backends
gen/	Hand-written gRPC proto stubs (will be replaced by buf generate)

Environment Variables

Variable	Default	Description
MIRASTACK_ENGINE_ADDR	localhost:50051	Engine gRPC address
MIRASTACK_PLUGIN_PORT	50052	Port this agent listens on