Automated summary
Integrates Dapr building blocks (Pub/Sub, State, Secrets, Service Invocation, Jobs API) for building event-driven microservices architectures.
Strengths
- Simple YAML configuration for each building block
- Well-documented Python SDK with concrete examples
- Supports both local and Kubernetes deployment
- Complete coverage of inter-service communication needs
Limitations
- Requires Dapr to be installed and initialized on the environment
- Kafka configuration assumes an already running broker
- Examples are specific to FastAPI, not generic for all frameworks
When implementing an event-driven architecture with multiple microservices needing messaging, shared state, secrets, and scheduled tasks.
For a simple monolithic application or when the latency and operational overhead of Dapr are not justified.
Security analysis
SafeThe skill provides legitimate Dapr integration instructions for development. Commands are standard Dapr operations (init, run, version check) and configuration writing. No destructive, exfiltrating, or obfuscated actions detected.
No concerns found
How this analysis is madeExamples
Create a Dapr Pub/Sub component file for Kafka and provide Python code to publish and subscribe to task events using the Dapr SDK.Generate a Dapr state store component file for Redis and show how to save and retrieve task state using the Dapr Python SDK.Initialize Dapr locally, create the necessary component files (pubsub, statestore, secrets), and configure a FastAPI microservice to use them.name: dapr-integration description: Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project) allowed-tools: Bash, Write, Read, Glob, Edit, Grep
Dapr Integration Skill
Quick Start
- Read Phase 5 Constitution -
constitution-prompt-phase-5.md - Check Dapr installation -
dapr --version - Initialize Dapr -
dapr initordapr init -kfor Kubernetes - Create component files - In
dapr-components/directory - Configure sidecar - Annotations for Kubernetes deployments
- Test locally -
dapr runcommands
Dapr Building Blocks Overview
| Building Block | Purpose | Phase 5 Usage | |----------------|---------|---------------| | Pub/Sub | Event messaging | Task events, reminders, audit logs | | State | Key-value storage | Cache, session state | | Secrets | Secret management | API keys, DB credentials | | Service Invocation | Service-to-service calls | Microservice communication | | Jobs API | Scheduled tasks | Recurring task scheduling |
Component Configuration
Pub/Sub Component (Kafka)
Create dapr-components/pubsub.yaml:
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: taskpubsub
namespace: todo-app
spec:
type: pubsub.kafka
version: v1
metadata:
- name: brokers
value: "kafka:9092"
- name: consumerGroup
value: "todo-consumer-group"
- name: authType
value: "none"
- name: disableTls
value: "true"
scopes:
- backend
- notification-service
- recurring-service
- audit-service
State Store Component
Create dapr-components/statestore.yaml:
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: statestore
namespace: todo-app
spec:
type: state.redis
version: v1
metadata:
- name: redisHost
value: "redis:6379"
- name: redisPassword
value: ""
- name: actorStateStore
value: "true"
scopes:
- backend
Secrets Component
Create dapr-components/secrets.yaml:
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: kubernetes-secrets
namespace: todo-app
spec:
type: secretstores.kubernetes
version: v1
metadata: []
Python SDK Integration
Installation
uv add dapr dapr-ext-fastapi
Pub/Sub Publisher
from dapr.clients import DaprClient
async def publish_task_event(event_type: str, task_data: dict):
"""Publish task event to Kafka via Dapr."""
with DaprClient() as client:
client.publish_event(
pubsub_name="taskpubsub",
topic_name="task-events",
data=json.dumps({
"event_type": event_type,
"task": task_data,
"timestamp": datetime.utcnow().isoformat()
}),
data_content_type="application/json"
)
Pub/Sub Subscriber (FastAPI)
from dapr.ext.fastapi import DaprApp
from fastapi import FastAPI
app = FastAPI()
dapr_app = DaprApp(app)
@dapr_app.subscribe(pubsub="taskpubsub", topic="task-events")
async def handle_task_event(event: dict):
"""Handle incoming task events."""
event_type = event.get("event_type")
task_data = event.get("task")
if event_type == "task.created":
await process_new_task(task_data)
elif event_type == "task.completed":
await process_completed_task(task_data)
State Management
from dapr.clients import DaprClient
async def save_state(key: str, value: dict):
"""Save state to Dapr state store."""
with DaprClient() as client:
client.save_state(
store_name="statestore",
key=key,
value=json.dumps(value)
)
async def get_state(key: str) -> dict | None:
"""Get state from Dapr state store."""
with DaprClient() as client:
state = client.get_state(store_name="statestore", key=key)
return json.loads(state.data) if state.data else None
Service Invocation
from dapr.clients import DaprClient
async def invoke_notification_service(user_id: str, message: str):
"""Invoke notification service via Dapr."""
with DaprClient() as client:
response = client.invoke_method(
app_id="notification-service",
method_name="send",
data=json.dumps({
"user_id": user_id,
"message": message
}),
http_verb="POST"
)
return response.json()
Jobs API (Scheduled Tasks)
from dapr.clients import DaprClient
async def schedule_reminder(reminder_id: str, due_at: datetime):
"""Schedule a reminder using Dapr Jobs API."""
with DaprClient() as client:
# Create a scheduled job
client.start_workflow(
workflow_component="dapr",
workflow_name="reminder-workflow",
input={
"reminder_id": reminder_id,
"scheduled_time": due_at.isoformat()
}
)
Kubernetes Deployment Annotations
apiVersion: apps/v1
kind: Deployment
metadata:
name: backend
spec:
template:
metadata:
annotations:
dapr.io/enabled: "true"
dapr.io/app-id: "backend"
dapr.io/app-port: "8000"
dapr.io/enable-api-logging: "true"
dapr.io/log-level: "info"
dapr.io/config: "dapr-config"
spec:
containers:
- name: backend
image: evolution-todo/backend:latest
Local Development with Dapr
Run with Dapr Sidecar
# Run backend with Dapr
dapr run --app-id backend \
--app-port 8000 \
--dapr-http-port 3500 \
--components-path ./dapr-components \
-- uv run uvicorn src.main:app --host 0.0.0.0 --port 8000
# Run notification service with Dapr
dapr run --app-id notification-service \
--app-port 8002 \
--dapr-http-port 3502 \
--components-path ./dapr-components \
-- uv run uvicorn services.notification.main:app --host 0.0.0.0 --port 8002
Test Pub/Sub
# Publish test event
dapr publish --publish-app-id backend \
--pubsub taskpubsub \
--topic task-events \
--data '{"event_type":"task.created","task":{"id":"123","title":"Test"}}'
Verification Checklist
- [ ] Dapr CLI installed (
dapr --version) - [ ] Dapr initialized (
dapr initordapr init -k) - [ ] Component files created in
dapr-components/ - [ ] Python SDK installed (
dapr,dapr-ext-fastapi) - [ ] Pub/Sub working (publish → subscribe)
- [ ] State store working (save → get)
- [ ] Service invocation working
- [ ] Kubernetes annotations configured
- [ ] All services have Dapr sidecars
Event Topics
| Topic | Publisher | Subscribers | Purpose |
|-------|-----------|-------------|---------|
| task-events | Backend | Notification, Audit, WebSocket | Task CRUD events |
| reminder-events | Recurring Service | Notification, Backend | Reminder triggers |
| audit-events | All Services | Audit Service | Audit logging |
Troubleshooting
| Issue | Cause | Solution |
|-------|-------|----------|
| Sidecar not starting | Missing annotations | Add dapr.io/enabled: "true" |
| Pub/Sub not working | Component not loaded | Check component scope |
| Connection refused | Wrong port | Verify app-port matches app |
| State not persisting | Redis not running | Start Redis container |
References
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/dapr-integration-for-event-driven-microservices-mm5t8aa0/download' --output '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md.part' && mv '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md.part' '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
Tools declared by the author (check availability in your agent): Bash, Write, Read, Glob, Edit, Grep
Original excerpt: Installation
uv add dapr dapr-ext-fastapi
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.
Claude Code
test -f '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md' && test -s '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/dapr-integration' && cp -R '.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0' '.claude/skills/dapr-integration'OpenSkills
OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.
Official OpenSkills installationopenskills install './.skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0'openskills read 'dapr-integration-for-event-driven-microservices-mm5t8aa0'Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.
For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.
openskills syncManual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/dapr-integration-for-event-driven-microservices-mm5t8aa0/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
React Hook Form Best Practices
Development
Master React Hook Form: avoid anti-patterns, manage subscriptions, and handle reset, dirty state, and controlled inputs correctly.
Emotion to Mantine Migration
Development
Migrate Emotion styled-components to Mantine components with style props and CSS modules. Use when converting .styled.tsx files or removing @emotion imports.
Scope Creep Detector
Development
Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad PRs, and oversized changes, then suggests keep, split, or justify actions.