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Caching Strategies

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wshaddix
caching-strategies

Comprehensive caching patterns for ASP.NET Core Razor Pages applications. Covers output caching, response caching, memory caching, distributed caching with Redis, cache invalidation strategies, and HybridCache (.NET 9+). Use when implementing caching in Razor Pages applications, choosing between memory and distributed caching, or optimizing application performance with caching.

Overview

Publisherwshaddix
Repositorydotnet-skills
Skill namecaching-strategies
Stars
79
Forks
13
Bundled files
Instructions only
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by wshaddix on GitHub. Read the source before you install it.

Installation

Install the Caching Strategies AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/wshaddix/dotnet-skills.git /tmp/dotnet-skills
mkdir -p .claude/skills
cp -r /tmp/dotnet-skills/skills/caching-strategies .claude/skills/caching-strategies
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Caching Strategies in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Caching Strategies on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Caching Strategies is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

You are a senior ASP.NET Core architect specializing in caching strategies. When implementing caching in Razor Pages applications, apply these patterns to maximize performance while maintaining correctness. Target .NET 8+ with modern features and nullable reference types enabled.

Rationale

Caching is one of the most effective ways to improve application performance, but improper implementation leads to stale data, cache stampedes, and complexity. These patterns provide a hierarchy of caching solutions from simple to distributed, with clear guidance on when to use each.

Caching Hierarchy

StrategyScopeUse CaseLatency
Output CachingServer-wideFull page responsesLow
Response CachingClient + ProxyStatic pages, assetsLow
Memory CacheSingle instanceShort-lived, expensive dataVery Low
Distributed CacheMulti-instanceShared data across serversLow-Medium
HybridCache (.NET 9+)Multi-instanceBest of memory + distributedVery Low

Pattern 1: Output Caching (Full Page)

Use for pages that don't change often and don't contain user-specific data.

Configuration

csharp
// Program.cs
builder.Services.AddOutputCache(options =>
{
    options.AddBasePolicy(builder =>
        builder.Expire(TimeSpan.FromSeconds(10)));
    options.AddPolicy("LongCache", builder =>
        builder.Expire(TimeSpan.FromMinutes(5)));
    options.AddPolicy("AuthenticatedCache", builder =>
        builder.Expire(TimeSpan.FromMinutes(1))
               .Tag("user-specific"));
});

// Add middleware (order matters!)
var app = builder.Build();
app.UseOutputCache(); // After UseRouting, before endpoints

Page-Level Usage

csharp
// Cache entire page for 60 seconds
[OutputCache(Duration = 60)]
public class IndexModel : PageModel { }

// Named policy with tags for invalidation
[OutputCache(PolicyName = "LongCache")]
public class PrivacyModel : PageModel { }

// Vary by query string parameter
[OutputCache(Duration = 300, VaryByQueryKeys = new[] { "page", "category" })]
public class BlogListModel : PageModel { }

// Vary by header (e.g., for mobile vs desktop)
[OutputCache(Duration = 300, VaryByHeaderNames = new[] { "User-Agent" })]
public class ProductListModel : PageModel { }

// Different cache for authenticated users
[OutputCache(PolicyName = "AuthenticatedCache")]
[Authorize]
public class DashboardModel : PageModel { }

Cache Invalidation

csharp
// Tag-based invalidation
public class BlogAdminModel(IOutputCacheStore cache) : PageModel
{
    public async Task<IActionResult> OnPostPublishAsync()
    {
        // Invalidate all pages tagged with "blog"
        await cache.EvictByTagAsync("blog", CancellationToken.None);
        
        return RedirectToPage("/Blog/List");
    }
}

Pattern 2: Response Caching (Client-Side)

Use for static assets and pages that can be cached by browsers and CDNs.

csharp
// Program.cs
builder.Services.AddResponseCaching();

var app = builder.Build();
app.UseResponseCaching(); // Before UseOutputCache
csharp
// Page-level cache control
[ResponseCache(Duration = 3600, Location = ResponseCacheLocation.Any)]
public class StaticContentModel : PageModel { }

// No caching (for error pages, authenticated content)
[ResponseCache(Duration = 0, Location = ResponseCacheLocation.None, NoStore = true)]
public class ErrorModel : PageModel { }

// Private caching (client only, no CDN)
[ResponseCache(Duration = 60, Location = ResponseCacheLocation.Client)]
public class UserProfileModel : PageModel { }

Pattern 3: Memory Caching

Use for expensive computations and database queries within a single server instance.

Configuration

csharp
// Program.cs
builder.Services.AddMemoryCache(options =>
{
    options.SizeLimit = 100_000_000; // 100MB total cache size
    options.CompactionPercentage = 0.25; // Remove 25% when limit reached
    options.ExpirationScanFrequency = TimeSpan.FromMinutes(5);
});

Usage in Handlers/PageModels

csharp
public class ProductService(IMemoryCache cache, AppDbContext db)
{
    private static readonly TimeSpan CacheDuration = TimeSpan.FromMinutes(10);
    
    public async Task<Product?> GetProductAsync(Guid id)
    {
        var cacheKey = $"product:{id}";
        
        if (cache.TryGetValue(cacheKey, out Product? product))
        {
            return product;
        }
        
        product = await db.Products.FindAsync(id);
        
        if (product != null)
        {
            var cacheOptions = new MemoryCacheEntryOptions()
                .SetAbsoluteExpiration(CacheDuration)
                .SetSize(1) // For size-limited cache
                .RegisterPostEvictionCallback((key, value, reason, state) =>
                {
                    // Log cache eviction
                });
                
            cache.Set(cacheKey, product, cacheOptions);
        }
        
        return product;
    }
    
    public void InvalidateProduct(Guid id)
    {
        cache.Remove($"product:{id}");
    }
}

Cache-Aside Pattern with GetOrCreateAsync

csharp
public async Task<List<Category>> GetCategoriesAsync()
{
    return await cache.GetOrCreateAsync(
        "categories:all",
        async entry =>
        {
            entry.AbsoluteExpirationRelativeToNow = TimeSpan.FromHours(1);
            entry.SetSize(1);
            
            return await db.Categories
                .AsNoTracking()
                .ToListAsync();
        });
}

Pattern 4: Distributed Caching (Redis)

Use for multi-instance deployments where cache must be shared.

Configuration

csharp
// Program.cs
builder.Services.AddStackExchangeRedisCache(options =>
{
    options.Configuration = builder.Configuration.GetConnectionString("Redis");
    options.InstanceName = "MyApp:"; // Prefix for all keys
});

// Or using Aspire
builder.AddRedis("cache");

Usage

csharp
public class DistributedProductService(IDistributedCache cache, AppDbContext db)
{
    private static readonly TimeSpan CacheDuration = TimeSpan.FromMinutes(10);
    
    public async Task<Product?> GetProductAsync(Guid id)
    {
        var cacheKey = $"product:{id}";
        
        // Try to get from distributed cache
        var cached = await cache.GetStringAsync(cacheKey);
        if (cached != null)
        {
            return JsonSerializer.Deserialize<Product>(cached);
        }
        
        // Fetch from database
        var product = await db.Products.FindAsync(id);
        
        if (product != null)
        {
            // Serialize and store
            var serialized = JsonSerializer.Serialize(product);
            var options = new DistributedCacheEntryOptions
            {
                AbsoluteExpirationRelativeToNow = CacheDuration
            };
            
            await cache.SetStringAsync(cacheKey, serialized, options);
        }
        
        return product;
    }
}

Sliding Expiration Pattern

csharp
public async Task<UserSession?> GetSessionAsync(string sessionId)
{
    var options = new DistributedCacheEntryOptions
    {
        SlidingExpiration = TimeSpan.FromMinutes(20), // Extend on access
        AbsoluteExpirationRelativeToNow = TimeSpan.FromHours(8) // Max lifetime
    };
    
    var session = await cache.GetStringAsync($"session:{sessionId}");
    if (session == null) return null;
    
    // Touch the cache to extend sliding expiration
    await cache.RefreshAsync($"session:{sessionId}");
    
    return JsonSerializer.Deserialize<UserSession>(session);
}

Pattern 5: HybridCache (.NET 9+)

Recommended for .NET 9+: Provides both local memory cache (fast) and distributed cache (shared) with automatic synchronization.

Configuration

csharp
// Program.cs
builder.Services.AddHybridCache(options =>
{
    options.DefaultLocalCacheExpiration = TimeSpan.FromMinutes(5);
    options.DefaultExpiration = TimeSpan.FromMinutes(30);
    options.LocalCacheMaximumSizeBytes = 50_000_000; // 50MB
});

Usage

csharp
public class HybridProductService(IHybridCache cache, AppDbContext db)
{
    public async Task<Product?> GetProductAsync(Guid id, CancellationToken ct = default)
    {
        return await cache.GetOrCreateAsync(
            $"product:{id}",
            async cancel => await db.Products.FindAsync(new object[] { id }, cancel),
            new HybridCacheEntryOptions
            {
                LocalCacheExpiration = TimeSpan.FromMinutes(5),
                Expiration = TimeSpan.FromMinutes(30)
            },
            tags: new[] { "products" },
            cancellationToken: ct);
    }
    
    public async Task RemoveProductAsync(Guid id)
    {
        await cache.RemoveByTagAsync("products");
    }
}

Cache Invalidation Strategies

1. Tag-Based Invalidation

csharp
// Add tags during cache entry creation
await cache.SetAsync(key, data, options, tags: new[] { "users", $"user:{userId}" });

// Invalidate by tag
await cache.RemoveByTagAsync("users"); // Removes all user entries

2. Event-Driven Invalidation

csharp
public class ProductUpdatedHandler(IDistributedCache cache) : INotificationHandler<ProductUpdated>
{
    public async Task Handle(ProductUpdated notification, CancellationToken ct)
    {
        await cache.RemoveAsync($"product:{notification.ProductId}");
        await cache.RemoveByTagAsync("products:list");
    }
}

3. Time-Based Invalidation

csharp
// Different expiration strategies for different data freshness requirements
public class CachePolicies
{
    public static readonly TimeSpan UserData = TimeSpan.FromMinutes(5);
    public static readonly TimeSpan ProductData = TimeSpan.FromHours(1);
    public static readonly TimeSpan ReferenceData = TimeSpan.FromDays(1);
}

Anti-Patterns

Cache Stampede

csharp
// ❌ BAD: Multiple requests hit database simultaneously when cache expires
public async Task<Product> GetProduct(Guid id)
{
    if (!cache.TryGetValue(id, out var product))
    {
        product = await db.Products.FindAsync(id); // All requests hit here
        cache.Set(id, product);
    }
    return product!;
}

// ✅ GOOD: Use locking to prevent stampede
public async Task<Product?> GetProductAsync(Guid id)
{
    return await cache.GetOrCreateAsync(
        $"product:{id}",
        async _ => await db.Products.FindAsync(id));
}

Storing Large Objects

csharp
// ❌ BAD: Storing entire collections
var allProducts = await db.Products.ToListAsync();
cache.Set("products:all", allProducts);

// ✅ GOOD: Store individual items, paginate
var products = await db.Products
    .Skip(offset)
    .Take(50)
    .ToListAsync();

Inconsistent Cache Keys

csharp
// ❌ BAD: Inconsistent key generation
var key1 = $"user-{userId}";
var key2 = $"user:{userId}";
var key3 = $"User:{userId}";

// ✅ GOOD: Centralized key helpers
public static class CacheKeys
{
    public static string User(Guid id) => $"user:{id}";
    public static string UserList(string? filter = null) => 
        filter == null ? "users:all" : $"users:filter:{filter}";
}

Razor Pages Specific Patterns

Partial Page Caching

csharp
// Cache partial view output
public class ProductCardViewComponent(IDistributedCache cache) : ViewComponent
{
    public async Task<IViewComponentResult> InvokeAsync(Guid productId)
    {
        var cacheKey = $"product-card:{productId}";
        
        var html = await cache.GetStringAsync(cacheKey);
        if (html != null)
        {
            return Content(html);
        }
        
        var product = await GetProductAsync(productId);
        var result = View(product);
        
        // Render and cache the HTML
        using var writer = new StringWriter();
        await result.RenderViewComponentAsync(writer);
        html = writer.ToString();
        
        await cache.SetStringAsync(cacheKey, html, 
            new DistributedCacheEntryOptions 
            { 
                AbsoluteExpirationRelativeToNow = TimeSpan.FromMinutes(10) 
            });
        
        return Content(html);
    }
}

Cache Per User

csharp
[OutputCache(Duration = 60, VaryByCookie = new[] { ".AspNetCore.Identity.Application" })]
public class UserDashboardModel : PageModel { }

// Or vary by custom header
[OutputCache(Duration = 60, VaryByHeaderNames = new[] { "X-User-Tier" })]
public class PricingModel : PageModel { }

References

Frequently asked questions

What does the Caching Strategies AI skill do?

Comprehensive caching patterns for ASP.NET Core Razor Pages applications. Covers output caching, response caching, memory caching, distributed caching with Redis, cache invalidation strategies, and HybridCache (.NET 9+). Use when implementing caching in Razor Pages applications, choosing between memory and distributed caching, or optimizing application performance with caching.

Why use Caching Strategies on TypingMind?

Because you install it once and use it with any model. Caching Strategies is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Caching Strategies in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/wshaddix/dotnet-skills/tree/master/skills/caching-strategies. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Caching Strategies?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Caching Strategies?

As many as you like. As long as a model supports skills, you can use Caching Strategies with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Caching Strategies AI skill free?

It is published on GitHub by wshaddix. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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