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Resilience

Organization
codewithmukesh
resilience

Resilience patterns for .NET 10 applications using Polly v8. Covers retry, circuit breaker, timeout, fallback, rate limiter, hedging, and composing resilience pipelines. Load this skill when implementing retry logic, circuit breakers, handling transient failures, or when the user mentions "Polly", "resilience", "retry", "circuit breaker", "timeout", "fallback", "rate limit", "hedging", "transient fault", "HttpClient resilience", or "resilience pipeline".

Overview

Publishercodewithmukesh
Repositorydotnet-claude-kit
Skill nameresilience
Stars
721
Forks
170
Bundled files
Instructions only
LicenseMIT
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 codewithmukesh on GitHub. Read the source before you install it.

Installation

Install the Resilience 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/codewithmukesh/dotnet-claude-kit.git /tmp/dotnet-claude-kit
mkdir -p .claude/skills
cp -r /tmp/dotnet-claude-kit/skills/resilience .claude/skills/resilience
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Resilience 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 Resilience 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 Resilience 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.

Resilience

Core Principles

  1. Polly v8 resilience pipelines, not v7 policies — Polly v8 replaced Policy with ResiliencePipeline. Never use PolicyBuilder, Policy.Handle<>(), or ISyncPolicy. The new API is composable, type-safe, and integrates natively with IHttpClientFactory.
  2. Configure via AddResilienceHandler, not manual wrapping — For HTTP calls, use Microsoft.Extensions.Http.Resilience which adds pipelines directly to HttpClient via DI. No manual ExecuteAsync wrapping.
  3. Compose strategies, don't nest them — A single ResiliencePipeline can chain retry + circuit breaker + timeout. Strategies execute outer-to-inner (first added = outermost). No need for nested try/catch or manual orchestration.
  4. Always set timeouts — Every external call needs a timeout. Use Polly's AddTimeout() as the innermost strategy so it applies per-attempt, and optionally an outer timeout for total elapsed time.
  5. Instrument everything — Polly v8 emits Metering events and supports TelemetryOptions for OpenTelemetry. Use them to monitor retry rates, circuit breaker state, and timeout frequency.

Patterns

HTTP Client Resilience (Recommended Default)

csharp
// Program.cs — Standard resilience handler covers 90% of use cases
builder.Services.AddHttpClient<IPaymentGateway, PaymentGatewayClient>(client =>
{
    client.BaseAddress = new Uri("https://api.payments.example.com");
})
.AddStandardResilienceHandler(); // Retry + circuit breaker + timeout out of the box

// That's it. The standard handler configures:
// - Retry: 3 attempts, exponential backoff, jitter
// - Circuit breaker: 10% failure ratio over 30s sampling, 30s break
// - Attempt timeout: 10s per attempt
// - Total request timeout: 30s

Why: AddStandardResilienceHandler() from Microsoft.Extensions.Http.Resilience applies production-ready defaults. Override only when you need different thresholds.

Custom HTTP Resilience Configuration

csharp
builder.Services.AddHttpClient<ICatalogService, CatalogServiceClient>(client =>
{
    client.BaseAddress = new Uri("https://api.catalog.example.com");
})
.AddResilienceHandler("catalog", builder =>
{
    // Total timeout — outermost, caps total elapsed time
    builder.AddTimeout(TimeSpan.FromSeconds(15));

    // Retry — exponential backoff with jitter
    builder.AddRetry(new HttpRetryStrategyOptions
    {
        MaxRetryAttempts = 3,
        BackoffType = DelayBackoffType.Exponential,
        UseJitter = true,
        Delay = TimeSpan.FromMilliseconds(500),
        ShouldHandle = static args => ValueTask.FromResult(
            args.Outcome.Result?.StatusCode is HttpStatusCode.RequestTimeout
                or HttpStatusCode.TooManyRequests
                or HttpStatusCode.ServiceUnavailable
                || args.Outcome.Exception is HttpRequestException)
    });

    // Circuit breaker — prevent cascading failures
    builder.AddCircuitBreaker(new HttpCircuitBreakerStrategyOptions
    {
        FailureRatio = 0.5,
        SamplingDuration = TimeSpan.FromSeconds(10),
        MinimumThroughput = 10,
        BreakDuration = TimeSpan.FromSeconds(30)
    });

    // Per-attempt timeout — innermost
    builder.AddTimeout(TimeSpan.FromSeconds(5));
});

Why: Named resilience handlers let you tune per-service. The order matters: total timeout > retry > circuit breaker > attempt timeout.

Non-HTTP Resilience Pipeline

csharp
// For database calls, message queues, or any non-HTTP operation
builder.Services.AddResiliencePipeline("database", builder =>
{
    builder
        .AddRetry(new RetryStrategyOptions
        {
            MaxRetryAttempts = 3,
            BackoffType = DelayBackoffType.Exponential,
            Delay = TimeSpan.FromMilliseconds(200),
            ShouldHandle = new PredicateBuilder()
                .Handle<TimeoutException>()
                .Handle<InvalidOperationException>(ex =>
                    ex.Message.Contains("deadlock", StringComparison.OrdinalIgnoreCase))
        })
        .AddTimeout(TimeSpan.FromSeconds(10));
});

// Inject and use
public sealed class OrderRepository(
    AppDbContext db,
    [FromKeyedServices("database")] ResiliencePipeline pipeline)
{
    public async Task<Order?> GetByIdAsync(Guid id, CancellationToken ct)
    {
        return await pipeline.ExecuteAsync(
            async token => await db.Orders.FindAsync([id], token),
            ct);
    }
}

Why: AddResiliencePipeline registers a named pipeline in DI. Inject with [FromKeyedServices] for clean, testable code.

Typed Resilience Pipeline

csharp
// When the operation returns a specific type, use ResiliencePipeline<T>
builder.Services.AddResiliencePipeline<string, HttpResponseMessage>("external-api", builder =>
{
    builder
        .AddFallback(new FallbackStrategyOptions<HttpResponseMessage>
        {
            FallbackAction = static args =>
            {
                var response = new HttpResponseMessage(HttpStatusCode.OK)
                {
                    Content = new StringContent("{\"status\":\"degraded\",\"data\":[]}")
                };
                return Outcome.FromResultAsValueTask(response);
            },
            ShouldHandle = static args => ValueTask.FromResult(
                args.Outcome.Exception is not null
                || args.Outcome.Result?.IsSuccessStatusCode == false)
        })
        .AddRetry(new RetryStrategyOptions<HttpResponseMessage>
        {
            MaxRetryAttempts = 2,
            Delay = TimeSpan.FromMilliseconds(500)
        })
        .AddTimeout(TimeSpan.FromSeconds(5));
});

Why: Typed pipelines let you add fallback strategies that return a default value when all retries are exhausted — critical for graceful degradation.

Hedging (Parallel Requests)

csharp
builder.Services.AddHttpClient<ISearchService, SearchServiceClient>()
    .AddResilienceHandler("search-hedging", builder =>
    {
        builder.AddHedging(new HttpHedgingStrategyOptions
        {
            MaxHedgedAttempts = 2,
            Delay = TimeSpan.FromMilliseconds(500) // Send parallel request after 500ms
        });
        builder.AddTimeout(TimeSpan.FromSeconds(3));
    });

Why: Hedging sends a parallel request if the first hasn't responded within the delay. Use for latency-sensitive reads where you can tolerate duplicate work.

Telemetry Integration

csharp
builder.Services.AddResiliencePipeline("monitored", (builder, context) =>
{
    // Polly v8 emits metrics via System.Diagnostics.Metrics automatically.
    // ConfigureTelemetry wires structured logging for strategy events.
    builder
        .ConfigureTelemetry(new TelemetryOptions
        {
            LoggerFactory = context.ServiceProvider.GetRequiredService<ILoggerFactory>()
        })
        .AddRetry(new RetryStrategyOptions { MaxRetryAttempts = 3 })
        .AddCircuitBreaker(new CircuitBreakerStrategyOptions())
        .AddTimeout(TimeSpan.FromSeconds(10));
});

// In Program.cs — wire up OpenTelemetry to capture Polly metrics
builder.Services.AddOpenTelemetry()
    .WithMetrics(metrics => metrics.AddMeter("Polly"));

Rate Limiting (.NET Built-in)

.NET provides built-in rate limiting middleware via AddRateLimiter() — no external packages needed. Algorithms: AddFixedWindowLimiter, AddSlidingWindowLimiter, AddTokenBucketLimiter, AddConcurrencyLimiter.

csharp
builder.Services.AddRateLimiter(options =>
{
    options.AddFixedWindowLimiter("fixed", opt =>
    {
        opt.PermitLimit = 100;
        opt.Window = TimeSpan.FromSeconds(60);
        opt.QueueLimit = 0;
    });

    // Always return ProblemDetails with Retry-After on 429
    options.OnRejected = async (context, ct) =>
    {
        context.HttpContext.Response.StatusCode = StatusCodes.Status429TooManyRequests;
        if (context.Lease.TryGetMetadata(MetadataName.RetryAfter, out var retryAfter))
            context.HttpContext.Response.Headers.RetryAfter =
                ((int)retryAfter.TotalSeconds).ToString();
        await context.HttpContext.Response.WriteAsJsonAsync(
            new ProblemDetails { Title = "Too many requests", Status = 429 }, ct);
    };
});

app.UseRateLimiter();
app.MapGet("/api/orders", ListOrders).RequireRateLimiting("fixed");

Anti-patterns

BAD: Using Polly v7 API

csharp
// BAD — v7 policy syntax, do not use
var retryPolicy = Policy
    .Handle<HttpRequestException>()
    .WaitAndRetryAsync(3, attempt => TimeSpan.FromSeconds(Math.Pow(2, attempt)));

var response = await retryPolicy.ExecuteAsync(() => httpClient.GetAsync("/api/data"));

GOOD: Polly v8 Resilience Pipeline

csharp
// GOOD — v8 pipeline via DI
builder.Services.AddHttpClient<IDataService, DataServiceClient>()
    .AddStandardResilienceHandler();

BAD: Wrapping Every Call Manually

csharp
// BAD — manual resilience per call site
public async Task<Order> GetOrderAsync(Guid id)
{
    try
    {
        return await _pipeline.ExecuteAsync(async ct =>
            await _httpClient.GetFromJsonAsync<Order>($"/orders/{id}", ct));
    }
    catch (TimeoutRejectedException)
    {
        return Order.Empty;
    }
    catch (BrokenCircuitException)
    {
        return Order.Empty;
    }
}

GOOD: Pipeline Handles Everything via HttpClient DI

csharp
// GOOD — resilience is configured at the HttpClient level
public async Task<Order?> GetOrderAsync(Guid id, CancellationToken ct)
{
    var response = await _httpClient.GetAsync($"/orders/{id}", ct);
    if (!response.IsSuccessStatusCode) return null;
    return await response.Content.ReadFromJsonAsync<Order>(ct);
}

BAD: Retry on Non-Idempotent Operations

csharp
// BAD — retrying a POST that creates a resource risks duplicates
builder.AddRetry(new RetryStrategyOptions
{
    MaxRetryAttempts = 5 // This will create 5 orders on transient failures!
});

GOOD: Retry Only Idempotent Operations or Use Idempotency Keys

csharp
// GOOD — use idempotency key header for non-idempotent operations
builder.AddRetry(new HttpRetryStrategyOptions
{
    MaxRetryAttempts = 3,
    ShouldHandle = static args => ValueTask.FromResult(
        args.Outcome.Result?.StatusCode is HttpStatusCode.RequestTimeout
            or HttpStatusCode.ServiceUnavailable)
});

// Pair with idempotency key in the request
httpClient.DefaultRequestHeaders.Add("Idempotency-Key", Guid.NewGuid().ToString());

BAD: Circuit Breaker Without Monitoring

csharp
// BAD — circuit breaker with no visibility into state changes
builder.AddCircuitBreaker(new CircuitBreakerStrategyOptions());
// How do you know when it trips? You don't.

GOOD: Circuit Breaker with Telemetry

csharp
// GOOD — Polly v8 metrics captured via OpenTelemetry
builder.Services.AddOpenTelemetry()
    .WithMetrics(metrics => metrics.AddMeter("Polly"));

// Dashboard alerts on: polly.circuit_breaker.state = Open

Decision Guide

ScenarioStrategyConfiguration
HTTP calls to external APIsAddStandardResilienceHandler()Use defaults, override only specific thresholds
HTTP with custom thresholdsAddResilienceHandler("name", ...)Named handler with per-service tuning
Database / EF Core callsAddResiliencePipeline("db", ...)Retry on deadlock/timeout, no circuit breaker
Message queue publishingAddResiliencePipeline("mq", ...)Retry with exponential backoff, timeout
Latency-sensitive readsAddHedging(...)Parallel request after delay threshold
Graceful degradationAddFallback(...)Return cached/default value on total failure
Per-attempt time limitAddTimeout(...) innermost2-10s depending on operation
Total operation time limitAddTimeout(...) outermostSum of all retries + buffer
Non-idempotent writesRetry with idempotency keyOr no retry — fail fast
Read-heavy microserviceStandard handler + hedgingLow latency with redundancy
API rate limitingAddRateLimiter() + RequireRateLimiting()Fixed, sliding, or token bucket per endpoint

Frequently asked questions

What does the Resilience AI skill do?

Resilience patterns for .NET 10 applications using Polly v8. Covers retry, circuit breaker, timeout, fallback, rate limiter, hedging, and composing resilience pipelines. Load this skill when implementing retry logic, circuit breakers, handling transient failures, or when the user mentions "Polly", "resilience", "retry", "circuit breaker", "timeout", "fallback", "rate limit", "hedging", "transient fault", "HttpClient resilience", or "resilience pipeline".

Why use Resilience on TypingMind?

Because you install it once and use it with any model. Resilience 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 Resilience in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/codewithmukesh/dotnet-claude-kit/tree/main/skills/resilience. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Resilience?

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 Resilience?

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

Is the Resilience AI skill free?

Yes. It is published on GitHub by codewithmukesh under the MIT license. 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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