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Check Fallback Strategy

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dykyi-roman
check-fallback-strategy

Audits fallback and graceful degradation strategies. Checks cache fallback, feature flags, default values, circuit breaker fallbacks, and degraded mode implementations.

Overview

Publisherdykyi-roman
Repositoryawesome-claude-code
Skill namecheck-fallback-strategy
Stars
98
Forks
25
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 dykyi-roman on GitHub. Read the source before you install it.

Installation

Install the Check Fallback Strategy 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/dykyi-roman/awesome-claude-code.git /tmp/awesome-claude-code
mkdir -p .claude/skills
cp -r /tmp/awesome-claude-code/skills/check-fallback-strategy .claude/skills/check-fallback-strategy
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Check Fallback Strategy 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 Check Fallback Strategy 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 Check Fallback Strategy 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.

Fallback Strategy Audit

Analyze PHP code for missing or insufficient fallback strategies ensuring graceful degradation under failure conditions.

Detection Patterns

1. No Fallback on External Service Failure

php
// CRITICAL: Exception propagates — no graceful degradation
class ProductService
{
    public function getRecommendations(UserId $userId): array
    {
        return $this->recommendationApi->fetch($userId); // If API down → 500 error
    }
}

// CORRECT: Fallback to cached/default recommendations
class ProductService
{
    public function getRecommendations(UserId $userId): array
    {
        try {
            $recommendations = $this->recommendationApi->fetch($userId);
            $this->cache->set("reco:{$userId}", $recommendations, 3600);
            return $recommendations;
        } catch (ServiceUnavailableException $e) {
            $cached = $this->cache->get("reco:{$userId}");
            if ($cached !== null) {
                return $cached; // Stale but available
            }
            return $this->defaultRecommendations(); // Ultimate fallback
        }
    }
}

2. Missing Cache Fallback (Cache-Aside Without Stale)

php
// ANTIPATTERN: Cache miss + origin failure = error
class PricingService
{
    public function getPrice(ProductId $id): Money
    {
        $cached = $this->cache->get("price:{$id}");
        if ($cached !== null) {
            return $cached;
        }

        $price = $this->pricingApi->fetch($id); // If API fails, no fallback!
        $this->cache->set("price:{$id}", $price, 300);
        return $price;
    }
}

// CORRECT: Stale-while-revalidate pattern
class PricingService
{
    public function getPrice(ProductId $id): Money
    {
        $cached = $this->cache->get("price:{$id}");
        $stale = $this->cache->get("price:stale:{$id}");

        if ($cached !== null) {
            return $cached;
        }

        try {
            $price = $this->pricingApi->fetch($id);
            $this->cache->set("price:{$id}", $price, 300);
            $this->cache->set("price:stale:{$id}", $price, 86400); // 24h stale
            return $price;
        } catch (ServiceUnavailableException $e) {
            if ($stale !== null) {
                return $stale; // Stale but available
            }
            throw new PriceUnavailableException('Cannot determine price', previous: $e);
        }
    }
}

3. Feature Flag Without Fallback

php
// ANTIPATTERN: Feature flag service down = unknown state
class FeatureService
{
    public function isEnabled(string $feature): bool
    {
        return $this->flagService->evaluate($feature); // What if flag service is down?
    }
}

// CORRECT: Default values when flag service unavailable
class FeatureService
{
    private const array DEFAULTS = [
        'new_checkout' => false, // Conservative default
        'dark_mode' => true,     // Safe to enable
    ];

    public function isEnabled(string $feature): bool
    {
        try {
            return $this->flagService->evaluate($feature);
        } catch (FeatureFlagException $e) {
            $this->logger->warning('Feature flag service unavailable', [
                'feature' => $feature,
                'default' => self::DEFAULTS[$feature] ?? false,
            ]);
            return self::DEFAULTS[$feature] ?? false;
        }
    }
}

4. Circuit Breaker Without Fallback

php
// ANTIPATTERN: Circuit breaker opens but no fallback
class PaymentGateway
{
    public function charge(Money $amount): PaymentResult
    {
        return $this->circuitBreaker->call(
            fn () => $this->stripe->charge($amount),
            // No fallback! When circuit opens → exception
        );
    }
}

// CORRECT: Meaningful fallback
class PaymentGateway
{
    public function charge(Money $amount): PaymentResult
    {
        return $this->circuitBreaker->call(
            fn () => $this->stripe->charge($amount),
            fallback: fn () => PaymentResult::deferred(
                reason: 'Payment gateway temporarily unavailable',
                retryAt: new DateTimeImmutable('+5 minutes'),
            ),
        );
    }
}

5. Degraded Mode Not Implemented

php
// ANTIPATTERN: All-or-nothing — no partial functionality
class DashboardService
{
    public function getData(): DashboardDTO
    {
        return new DashboardDTO(
            stats: $this->statsService->getStats(),           // Required
            recommendations: $this->recoService->get(),        // Optional!
            notifications: $this->notificationService->get(),  // Optional!
            weather: $this->weatherApi->current(),             // Optional!
        );
        // If ANY optional service fails → entire dashboard fails
    }
}

// CORRECT: Graceful degradation per component
class DashboardService
{
    public function getData(): DashboardDTO
    {
        return new DashboardDTO(
            stats: $this->statsService->getStats(), // Required — let it throw
            recommendations: $this->tryGet(fn () => $this->recoService->get(), []),
            notifications: $this->tryGet(fn () => $this->notificationService->get(), []),
            weather: $this->tryGet(fn () => $this->weatherApi->current(), null),
        );
    }

    private function tryGet(callable $fn, mixed $default): mixed
    {
        try {
            return $fn();
        } catch (\Throwable $e) {
            $this->logger->warning('Degraded mode', ['error' => $e->getMessage()]);
            return $default;
        }
    }
}

Grep Patterns

bash
# External calls without try-catch
Grep: "->fetch\(|->call\(|->request\(|->send\(" --glob "**/Infrastructure/**/*.php"

# Cache without stale fallback
Grep: "cache->get|cache->set" --glob "**/*.php"
Grep: "stale|fallback|default" --glob "**/*.php"

# Circuit breaker usage (check for fallback parameter)
Grep: "circuitBreaker->call\(" --glob "**/*.php"

# Feature flags
Grep: "isEnabled\(|featureFlag|feature_flag" --glob "**/*.php"

# Multiple service calls in one method
Grep: "\$this->.*Service->.*\n.*\$this->.*Service->" --glob "**/Application/**/*.php"

Severity Classification

PatternSeverity
No fallback on critical service🔴 Critical
Cache without stale data🟠 Major
Circuit breaker without fallback🟠 Major
Feature flags without defaults🟠 Major
All-or-nothing dashboard/page🟡 Minor

Output Format

markdown
### Fallback Strategy: [Description]

**Severity:** 🔴/🟠/🟡
**Location:** `file.php:line`
**Service:** [External service name]

**Issue:**
[Description of missing fallback]

**User Impact:**
- Complete failure when service X is unavailable
- No graceful degradation path

**Code:**
```php
// No fallback

Fix:

php
// With fallback strategy

Fallback Chain:

  1. Primary: Live data from service
  2. Secondary: Cached/stale data
  3. Tertiary: Default values

Frequently asked questions

What does the Check Fallback Strategy AI skill do?

Audits fallback and graceful degradation strategies. Checks cache fallback, feature flags, default values, circuit breaker fallbacks, and degraded mode implementations.

Why use Check Fallback Strategy on TypingMind?

Because you install it once and use it with any model. Check Fallback Strategy 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 Check Fallback Strategy in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/dykyi-roman/awesome-claude-code/tree/master/skills/check-fallback-strategy. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Check Fallback Strategy?

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 Check Fallback Strategy?

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

Is the Check Fallback Strategy AI skill free?

Yes. It is published on GitHub by dykyi-roman 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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