Patterns and techniques for evaluating and improving AI agent outputs.
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Adds CI/CD to a .NET project. GitHub Actions vs Azure DevOps detection, workflow templates.
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Add starter CI/CD workflows to an existing .NET project. Detects the hosting platform (GitHub Actions or Azure DevOps) and generates an appropriate starter workflow for build, test, and pack.
Prerequisites: Run [skill:dotnet-version-detection] first to determine SDK version for the workflow. Run [skill:dotnet-project-analysis] to understand solution structure.
Cross-references: [skill:dotnet-project-structure] for build props layout, [skill:dotnet-scaffold-project] which generates the project structure these workflows build.
Detect the CI platform from existing repo indicators:
| Indicator | Platform |
|---|---|
.github/ directory exists | GitHub Actions |
azure-pipelines.yml exists | Azure DevOps |
.github/workflows/ has YAML files | GitHub Actions (already configured) |
| Neither | Ask the user which platform to target |
Create .github/workflows/build.yml:
name: Build and Test
on:
push:
branches: [main]
pull_request:
branches: [main]
permissions:
contents: read
env:
DOTNET_NOLOGO: true
DOTNET_CLI_TELEMETRY_OPTOUT: true
DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Setup .NET
uses: actions/setup-dotnet@v4
with:
global-json-file: global.json
- name: Restore
run: dotnet restore --locked-mode
- name: Build
run: dotnet build --no-restore -c Release
- name: Test
run: dotnet test --no-build -c Release --logger trx --results-directory TestResults
- name: Upload test results
uses: actions/upload-artifact@v4
if: always()
with:
name: test-results
path: TestResults/**/*.trx
```text
### Key Decisions Explained
- **`global-json-file`** — uses the repo's `global.json` to install the exact SDK version. If the project has no
`global.json`, replace with `dotnet-version: '10.0.x'` (or the appropriate version)
- **`--locked-mode`** — ensures `packages.lock.json` files are respected; fails if they're out of date. If the project
doesn't use lock files, replace with plain `dotnet restore`
- **`-c Release`** — builds in Release mode so `ContinuousIntegrationBuild` takes effect
- **`permissions: contents: read`** — principle of least privilege
- **Environment variables** — suppress .NET CLI noise in logs
### Adding NuGet Pack (Libraries)
For projects that publish to NuGet, add a pack step:
```yaml
- name: Pack
run: dotnet pack --no-build -c Release -o artifacts
- name: Upload packages
uses: actions/upload-artifact@v4
with:
name: nuget-packages
path: artifacts/*.nupkg
```text
---
## Azure DevOps Starter Pipeline
Create `azure-pipelines.yml` at the repo root:
```yaml
trigger:
branches:
include:
- main
pr:
branches:
include:
- main
pool:
vmImage: 'ubuntu-latest'
variables:
DOTNET_NOLOGO: true
DOTNET_CLI_TELEMETRY_OPTOUT: true
DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true
buildConfiguration: 'Release'
steps:
- task: UseDotNet@2
displayName: 'Setup .NET SDK'
inputs:
useGlobalJson: true
- script: dotnet restore --locked-mode
displayName: 'Restore'
- script: dotnet build --no-restore -c $(buildConfiguration)
displayName: 'Build'
- task: DotNetCoreCLI@2
displayName: 'Test'
inputs:
command: 'test'
arguments: '--no-build -c $(buildConfiguration) --logger trx'
publishTestResults: true
```bash
### Adding NuGet Pack (Libraries)
```yaml
- script: dotnet pack --no-build -c $(buildConfiguration) -o $(Build.ArtifactStagingDirectory)
displayName: 'Pack'
- task: PublishBuildArtifacts@1
displayName: 'Publish NuGet packages'
inputs:
pathToPublish: '$(Build.ArtifactStagingDirectory)'
artifactName: 'nuget-packages'
```text
---
## Adapting the Starter Workflow
### Multi-TFM Projects
If the project multi-targets, the default workflow works without changes — `dotnet build` and `dotnet test` handle all
TFMs automatically. No matrix is needed for the starter.
### Windows-Only Projects (MAUI, WPF, WinForms)
Change the runner:
```yaml
# GitHub Actions
runs-on: windows-latest
# Azure DevOps
pool:
vmImage: 'windows-latest'
```text
### Solution Filter
If the repo has multiple solutions or uses solution filters:
```yaml
- name: Build
run: dotnet build MyApp.slnf --no-restore -c Release
```yaml
---
## Verification
After adding the workflow, verify locally:
```bash
# GitHub Actions — validate YAML syntax
# Install: gh extension install moritztomasi/gh-workflow-validator
gh workflow-validator .github/workflows/build.yml
# Or simply verify the build steps work locally
dotnet restore --locked-mode
dotnet build --no-restore -c Release
dotnet test --no-build -c Release
```text
Push a branch and open a PR to trigger the workflow.
---
## What's Next
This starter covers build-test-pack. For advanced scenarios, see the CI/CD depth skills:
- Reusable composite actions and workflow templates
- Matrix builds across OS/TFM combinations
- Deployment pipelines with environment gates
- NuGet publishing with signing
- Container image builds
- Code coverage reporting and enforcement
---
## Code Navigation (Serena MCP)
**Primary approach:** Use Serena symbol operations for efficient code navigation:
1. **Find definitions**: `serena_find_symbol` instead of text search
2. **Understand structure**: `serena_get_symbols_overview` for file organization
3. **Track references**: `serena_find_referencing_symbols` for impact analysis
4. **Precise edits**: `serena_replace_symbol_body` for clean modifications
**When to use Serena vs traditional tools:**
- ✅ **Use Serena**: Navigation, refactoring, dependency analysis, precise edits
- ✅ **Use Read/Grep**: Reading full files, pattern matching, simple text operations
- ✅ **Fallback**: If Serena unavailable, traditional tools work fine
**Example workflow:**
```text
# 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"
```
## References
- [GitHub Actions for .NET](https://docs.github.com/en/actions/use-cases-and-examples/building-and-testing/building-and-testing-net)
- [Azure Pipelines for .NET](https://learn.microsoft.com/en-us/azure/devops/pipelines/ecosystems/dotnet-core)
- [setup-dotnet Action](https://github.com/actions/setup-dotnet)
- [UseDotNet Task](https://learn.microsoft.com/en-us/azure/devops/pipelines/tasks/reference/use-dotnet-v2)
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Patterns and techniques for evaluating and improving AI agent outputs.
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Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations.
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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
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AI-powered wiki generation for code repositories with commands, agents, and skills
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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
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Implements accessible .NET UI. SemanticProperties, ARIA, AutomationPeer, testing per platform.
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