Patterns and techniques for evaluating and improving AI agent outputs.
日本語の概要は準備中です。原文の説明を表示しています。
Deploys .NET from GitHub Actions. Azure Web Apps, GitHub Pages, container registries.
インストール方法を見るインストールする前に、エージェントに与えられる指示の中身を確認できます。
Deployment patterns for .NET applications in GitHub Actions: GitHub Pages deployment for documentation sites
(Starlight/Docusaurus), container registry push patterns for GHCR and ACR, Azure Web Apps deployment via
azure/webapps-deploy, GitHub Environments with protection rules for staged rollouts, and rollback strategies for
failed deployments.
Version assumptions: GitHub Actions workflow syntax v2. azure/webapps-deploy@v3 for Azure App Service.
azure/login@v2 for Azure credential management. GitHub Environments for deployment gates.
Cross-references: [skill:dotnet-container-deployment] for container orchestration patterns, [skill:dotnet-containers] for container image authoring, [skill:dotnet-add-ci] for starter CI templates, [skill:dotnet-cli-release-pipeline] for CLI-specific release automation.
Deploy a .NET project's documentation site to GitHub Pages:
name: Deploy Docs
on:
push:
branches: [main]
paths:
- 'docs/**'
- '.github/workflows/deploy-docs.yml'
workflow_dispatch:
permissions:
contents: read
pages: write
id-token: write
concurrency:
group: pages
cancel-in-progress: false
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: '20'
cache: npm
cache-dependency-path: docs/package-lock.json
- name: Install dependencies
working-directory: docs
run: npm ci
- name: Build documentation site
working-directory: docs
run: npm run build
- name: Upload Pages artifact
uses: actions/upload-pages-artifact@v3
with:
path: docs/dist
deploy:
needs: build
runs-on: ubuntu-latest
environment:
name: github-pages
url: ${{ steps.deployment.outputs.page_url }}
steps:
- name: Deploy to GitHub Pages
id: deployment
uses: actions/deploy-pages@v4
```text
**Key decisions:**
- `concurrency.cancel-in-progress: false` prevents cancelling an in-progress Pages deployment
- `id-token: write` permission is required for the Pages deployment token
- Separate `build` and `deploy` jobs allow the deploy job to use the `github-pages` environment with protection rules
### API Documentation from XML Comments
Generate and deploy API reference documentation from .NET XML comments:
```yaml
- name: Setup .NET
uses: actions/setup-dotnet@v4
with:
dotnet-version: '8.0.x'
- name: Build with XML docs
run: |
set -euo pipefail
dotnet build src/MyLibrary/MyLibrary.csproj \
-c Release \
-p:GenerateDocumentationFile=true
- name: Generate API docs with docfx
run: |
set -euo pipefail
dotnet tool install -g docfx
docfx docs/docfx.json
- name: Upload Pages artifact
uses: actions/upload-pages-artifact@v3
with:
path: docs/_site
```text
---
## Container Registry Push Patterns
### Push to GHCR with Environment Gates
```yaml
jobs:
build:
runs-on: ubuntu-latest
outputs:
image-digest: ${{ steps.build.outputs.digest }}
steps:
- uses: actions/checkout@v4
- name: Log in to GHCR
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build and push
id: build
uses: docker/build-push-action@v6
with:
context: .
push: true
tags: ghcr.io/${{ github.repository }}:${{ github.sha }}
deploy-staging:
needs: build
runs-on: ubuntu-latest
environment:
name: staging
url: https://staging.example.com
steps:
- name: Deploy container to staging
run: |
set -euo pipefail
echo "Deploying ghcr.io/${{ github.repository }}@${{ needs.build.outputs.image-digest }} to staging"
# Platform-specific deployment command here
deploy-production:
needs: deploy-staging
runs-on: ubuntu-latest
environment:
name: production
url: https://example.com
steps:
- name: Deploy container to production
run: |
set -euo pipefail
echo "Deploying ghcr.io/${{ github.repository }}@${{ needs.build.outputs.image-digest }} to production"
```text
### Promote by Digest (Immutable Deployments)
Use image digest references for immutable deployments across environments:
```yaml
- name: Retag for production
run: |
set -euo pipefail
# Pull by digest (immutable), retag for production
docker pull ghcr.io/${{ github.repository }}@${{ needs.build.outputs.image-digest }}
docker tag ghcr.io/${{ github.repository }}@${{ needs.build.outputs.image-digest }} \
ghcr.io/${{ github.repository }}:production
docker push ghcr.io/${{ github.repository }}:production
```text
Digest-based promotion ensures the exact same image bytes are deployed to production, regardless of tag mutations.
---
## Azure Web Apps Deployment
### Deploy via `azure/webapps-deploy`
```yaml
name: Deploy to Azure
on:
push:
branches: [main]
permissions:
contents: read
id-token: write
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Setup .NET
uses: actions/setup-dotnet@v4
with:
dotnet-version: '8.0.x'
- name: Publish
run: |
set -euo pipefail
dotnet publish src/MyApp/MyApp.csproj \
-c Release \
-o ./publish
- name: Upload publish artifact
uses: actions/upload-artifact@v4
with:
name: webapp
path: ./publish
deploy-staging:
needs: build
runs-on: ubuntu-latest
environment:
name: staging
url: https://myapp-staging.azurewebsites.net
steps:
- name: Download artifact
uses: actions/download-artifact@v4
with:
name: webapp
path: ./publish
- name: Login to Azure
uses: azure/login@v2
with:
client-id: ${{ secrets.AZURE_CLIENT_ID }}
tenant-id: ${{ secrets.AZURE_TENANT_ID }}
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
- name: Deploy to Azure Web App
uses: azure/webapps-deploy@v3
with:
app-name: myapp-staging
package: ./publish
deploy-production:
needs: deploy-staging
runs-on: ubuntu-latest
environment:
name: production
url: https://myapp.azurewebsites.net
steps:
- name: Download artifact
uses: actions/download-artifact@v4
with:
name: webapp
path: ./publish
- name: Login to Azure
uses: azure/login@v2
with:
client-id: ${{ secrets.AZURE_CLIENT_ID }}
tenant-id: ${{ secrets.AZURE_TENANT_ID }}
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
- name: Deploy to Azure Web App
uses: azure/webapps-deploy@v3
with:
app-name: myapp-production
package: ./publish
```text
### Azure Web App with Deployment Slots
Use deployment slots for zero-downtime deployments with pre-swap validation:
```yaml
- name: Deploy to staging slot
uses: azure/webapps-deploy@v3
with:
app-name: myapp-production
slot-name: staging
package: ./publish
- name: Validate staging slot
shell: bash
run: |
set -euo pipefail
HTTP_STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
https://myapp-production-staging.azurewebsites.net/healthz)
if [ "$HTTP_STATUS" != "200" ]; then
echo "Health check failed with status $HTTP_STATUS"
exit 1
fi
- name: Swap slots
uses: azure/cli@v2
with:
inlineScript: |
az webapp deployment slot swap \
--resource-group myapp-rg \
--name myapp-production \
--slot staging \
--target-slot production
```text
### OIDC Authentication (Federated Credentials)
Use OIDC for passwordless Azure authentication instead of service principal secrets:
```yaml
- name: Login to Azure (OIDC)
uses: azure/login@v2
with:
client-id: ${{ secrets.AZURE_CLIENT_ID }}
tenant-id: ${{ secrets.AZURE_TENANT_ID }}
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
```text
OIDC requires configuring a federated credential in Azure AD that trusts the GitHub Actions OIDC provider. No client
secret is stored in GitHub Secrets.
---
## GitHub Environments with Protection Rules
### Multi-Environment Pipeline
```yaml
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: dotnet publish -c Release -o ./publish
- uses: actions/upload-artifact@v4
with:
name: app
path: ./publish
deploy-dev:
needs: build
runs-on: ubuntu-latest
environment: development
steps:
- uses: actions/download-artifact@v4
with:
name: app
- run: echo "Deploy to dev"
deploy-staging:
needs: deploy-dev
runs-on: ubuntu-latest
environment:
name: staging
url: https://staging.example.com
steps:
- uses: actions/download-artifact@v4
with:
name: app
- run: echo "Deploy to staging"
deploy-production:
needs: deploy-staging
runs-on: ubuntu-latest
environment:
name: production
url: https://example.com
steps:
- uses: actions/download-artifact@v4
with:
name: app
- run: echo "Deploy to production"
```text
### Protection Rule Configuration
Configure in GitHub Settings > Environments for each environment:
| Environment | Required Reviewers | Wait Timer | Branch Policy |
| ----------- | ------------------ | ---------- | ------------------- |
| development | None | None | Any branch |
| staging | 1 reviewer | None | `main`, `release/*` |
| production | 2 reviewers | 15 minutes | `main` only |
### Environment-Specific Secrets and Variables
Each environment can override repository-level secrets:
```yaml
jobs:
deploy:
environment: production
runs-on: ubuntu-latest
steps:
- name: Deploy with environment-specific config
env:
# Resolves to the production environment's secret, not the repo-level one
DB_CONNECTION: ${{ secrets.DB_CONNECTION_STRING }}
APP_URL: ${{ vars.APP_URL }}
run: |
set -euo pipefail
echo "Deploying to $APP_URL"
```text
---
## Rollback Patterns
### Revert Deployment
Re-deploy the previous known-good version on failure:
```yaml
jobs:
deploy:
runs-on: ubuntu-latest
environment: production
steps:
- name: Deploy new version
id: deploy
continue-on-error: true
run: |
set -euo pipefail
# Deploy logic here
./deploy.sh --version ${{ github.sha }}
- name: Health check
id: health
if: steps.deploy.outcome == 'success'
continue-on-error: true
shell: bash
run: |
set -euo pipefail
for i in {1..5}; do
HTTP_STATUS=$(curl -s -o /dev/null -w "%{http_code}" https://example.com/healthz)
if [ "$HTTP_STATUS" = "200" ]; then
echo "Health check passed"
exit 0
fi
sleep 10
done
echo "Health check failed after 5 attempts"
exit 1
- name: Rollback on failure
if: steps.deploy.outcome == 'failure' || steps.health.outcome == 'failure'
run: |
set -euo pipefail
echo "Rolling back to previous version"
# Re-deploy the last known-good artifact
./deploy.sh --version ${{ github.event.before }}
- name: Fail the job if rollback was needed
if: steps.deploy.outcome == 'failure' || steps.health.outcome == 'failure'
run: exit 1
```text
### Azure Deployment Slot Rollback
Swap back to the previous slot on health check failure:
```yaml
- name: Swap to production
id: swap
uses: azure/cli@v2
with:
inlineScript: |
az webapp deployment slot swap \
--resource-group myapp-rg \
--name myapp-production \
--slot staging \
--target-slot production
- name: Post-swap health check
id: post-health
continue-on-error: true
shell: bash
run: |
set -euo pipefail
sleep 30 # allow swap to stabilize
HTTP_STATUS=$(curl -s -o /dev/null -w "%{http_code}" https://myapp.azurewebsites.net/healthz)
if [ "$HTTP_STATUS" != "200" ]; then
echo "Post-swap health check failed"
exit 1
fi
- name: Rollback swap on failure
if: steps.post-health.outcome == 'failure'
uses: azure/cli@v2
with:
inlineScript: |
az webapp deployment slot swap \
--resource-group myapp-rg \
--name myapp-production \
--slot staging \
--target-slot production
echo "Rolled back: swapped staging back to production"
```text
### Manual Rollback via workflow_dispatch
Provide a manual trigger for emergency rollbacks:
```yaml
on:
workflow_dispatch:
inputs:
version:
description: 'Version to roll back to (e.g., v1.2.3)'
required: true
type: string
environment:
description: 'Target environment'
required: true
type: choice
options:
- staging
- production
jobs:
rollback:
runs-on: ubuntu-latest
environment: ${{ inputs.environment }}
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.version }}
- name: Publish
run: |
set -euo pipefail
dotnet publish src/MyApp/MyApp.csproj -c Release -o ./publish
- name: Deploy rollback version
run: |
set -euo pipefail
echo "Rolling back ${{ inputs.environment }} to ${{ inputs.version }}"
# Platform-specific deployment
```text
---
## Agent Gotchas
1. **Use `set -euo pipefail` in all multi-line bash steps** -- without `pipefail`, failures in piped commands are
silently swallowed, producing false-green deployments.
2. **Never use `cancel-in-progress: true` for deployment concurrency groups** -- cancelling an in-progress deployment
can leave infrastructure in a partially deployed state.
3. **Always run health checks after deployment** -- a successful `deploy` step does not guarantee the application is
running correctly; verify with HTTP health checks.
4. **Use `id-token: write` permission for OIDC Azure login** -- without it, the federated credential exchange fails with
a cryptic 403 error.
5. **Deployment slot swaps are atomic** -- if the swap fails, both slots retain their original deployments; no partial
state.
6. **Never hardcode Azure credentials in workflow files** -- use OIDC federated credentials or environment-scoped
secrets; hardcoded secrets in YAML are visible in repository history.
7. **Use digest-based image references for production deployments** -- tags are mutable and can be overwritten; digests
are immutable and guarantee the exact image bytes.
8. **Separate build and deploy jobs** -- build artifacts once, deploy to multiple environments from the same artifact to
ensure consistency.
Primary approach: Use Serena symbol operations for efficient code navigation:
serena_find_symbol instead of text searchserena_get_symbols_overview for file organizationserena_find_referencing_symbols for impact analysisserena_replace_symbol_body for clean modificationsWhen to use Serena vs traditional tools:
Example workflow:
# Instead of:
Read: src/Services/OrderService.cs
Grep: "public void ProcessOrder"
# Use:
serena_find_symbol: "OrderService/ProcessOrder"
serena_get_symbols_overview: "src/Services/OrderService.cs"
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Patterns and techniques for evaluating and improving AI agent outputs.
日本語の概要は準備中です。原文の説明を表示しています。
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations.
日本語の概要は準備中です。原文の説明を表示しています。
Use when user requests research requiring multiple sources, comprehensive analysis, or synthesis across topics - technical research, domain knowledge gathering, market analysis, or learning about complex subjects
日本語の概要は準備中です。原文の説明を表示しています。
AI-powered wiki generation for code repositories with commands, agents, and skills
日本語の概要は準備中です。原文の説明を表示しています。
Use when building .NET 10 or C# 14 applications; when using minimal APIs, modular monolith patterns, or feature folders; when implementing HTTP resilience, Options pattern, Channels, or validation; when seeing outdated patterns like old extension method syntax
日本語の概要は準備中です。原文の説明を表示しています。
Implements accessible .NET UI. SemanticProperties, ARIA, AutomationPeer, testing per platform.
日本語の概要は準備中です。原文の説明を表示しています。