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Bug Impact Analyzer

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dykyi-roman
bug-impact-analyzer

Analyzes bug fix blast radius. Determines affected code, dependencies, callers/callees, and potential side effects of changes.

Overview

Publisherdykyi-roman
Repositoryawesome-claude-code
Skill namebug-impact-analyzer
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 Bug Impact Analyzer 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/bug-impact-analyzer .claude/skills/bug-impact-analyzer
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Bug Impact Analyzer 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 Bug Impact Analyzer 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 Bug Impact Analyzer 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.

Bug Impact Analyzer

Systematic analysis of how a bug fix will affect the codebase.

Blast Radius Concept

Every code change has a "blast radius" - the scope of code that could be affected.

                    ┌─────────────────┐
                    │   Direct Fix    │ ← Minimal blast radius
                    │  (1 method)     │
                    └────────┬────────┘
              ┌──────────────┼──────────────┐
              ▼              ▼              ▼
        ┌─────────┐    ┌─────────┐    ┌─────────┐
        │ Caller 1│    │ Caller 2│    │ Caller 3│ ← Medium blast radius
        └────┬────┘    └────┬────┘    └────┬────┘
             │              │              │
    ┌────────┴────────┬─────┴─────┬────────┴────────┐
    ▼                 ▼           ▼                 ▼
┌───────┐        ┌───────┐   ┌───────┐        ┌───────┐
│Public │        │ Event │   │ Test  │        │  API  │ ← Large blast radius
│  API  │        │Handler│   │ Suite │        │Client │
└───────┘        └───────┘   └───────┘        └───────┘

Analysis Dimensions

1. Direct Callers Analysis

Find all code that directly calls the changed method.

bash
# Find callers of a method
grep -rn "->methodName(" src/
grep -rn "::methodName(" src/

# Find callers in tests
grep -rn "->methodName(" tests/

Impact Questions:

  • Will callers still work with the fix?
  • Do callers expect the old behavior?
  • Are there callers in external packages?

2. Callees Analysis (Dependencies)

Find all code that the changed method calls.

php
// Example: Method being fixed
public function calculateTotal(array $items): Money
{
    // Callees:
    $sum = Money::zero($this->currency);           // 1. Money::zero()
    foreach ($items as $item) {
        $price = $item->getPrice();                // 2. Item::getPrice()
        $quantity = $item->getQuantity();          // 3. Item::getQuantity()
        $sum = $sum->add($price->multiply($quantity)); // 4. Money::add(), Money::multiply()
    }
    return $sum;
}

Impact Questions:

  • Does the fix change how callees are used?
  • Are new callees introduced?
  • Could new callees throw exceptions?

3. Data Flow Analysis

Trace how data flows through the system.

Input Data Flow:
Request → DTO → Command → Entity → Repository → Database
              Validation
              [BUG HERE] - invalid data passed forward

Fix Impact:
- Validation added at Command level
- All downstream code now receives valid data
- Callers must handle ValidationException

4. Event/Message Impact

Check if the change affects published events or messages.

php
// If the buggy method publishes events:
class OrderService
{
    public function completeOrder(Order $order): void
    {
        // BUG FIX HERE
        $order->complete();

        // EVENT PUBLISHED - fix might change event data
        $this->eventBus->publish(new OrderCompleted($order));
    }
}

Impact Questions:

  • Does the fix change event payload?
  • Are there subscribers depending on old data?
  • Are events used for external integration?

5. API Contract Analysis

Check if the change affects public APIs.

Change TypeAPI ImpactSeverity
Return type changeBreakingHigh
New exception typeBreakingHigh
New required parameterBreakingHigh
New optional parameterCompatibleLow
Different return value (same type)Semantic breakingMedium
Performance changeSLA impactMedium

6. Database Impact

Check if the fix affects database state.

php
// Fix that changes data format
// BEFORE: stored as "2024-01-15"
// AFTER: stored as "2024-01-15T00:00:00Z"

// Impact:
// - Existing data incompatible
// - Need migration
// - Other services reading same data affected

Impact Questions:

  • Does fix change data format?
  • Is migration needed?
  • Are other services affected?

Impact Assessment Matrix

Severity Levels

LevelDescriptionAction Required
LowInternal implementation onlyFix and test
MediumAffects callers within same bounded contextVerify all callers
HighAffects public API or other contextsCoordinate with stakeholders
CriticalAffects external integrationsVersion API, migration plan

Assessment Checklist

markdown
## Impact Assessment: [Bug ID]

### Direct Impact (Low)
- [ ] Method signature unchanged
- [ ] Return type unchanged
- [ ] Exceptions unchanged
- [ ] Side effects unchanged

### Caller Impact (Medium)
- [ ] All callers identified: [count]
- [ ] Callers tested: [count]
- [ ] No behavioral changes for callers

### Cross-Context Impact (High)
- [ ] Events payload unchanged
- [ ] Messages format unchanged
- [ ] Shared database schema unchanged

### External Impact (Critical)
- [ ] Public API unchanged
- [ ] SDK compatibility maintained
- [ ] Documentation update not needed

### Overall Blast Radius: [Low/Medium/High/Critical]

Dependency Graph Building

Step 1: Identify Changed Code

php
// File: src/Domain/Order/OrderService.php
// Method: calculateTotal()
// Line: 45-60

Step 2: Find Direct Dependents

bash
# Classes that use OrderService
grep -rn "OrderService" src/ --include="*.php"

# Results:
# src/Application/UseCase/CreateOrderUseCase.php:15
# src/Application/UseCase/UpdateOrderUseCase.php:18
# src/Presentation/Api/OrderController.php:22

Step 3: Build Dependency Tree

OrderService::calculateTotal()
├── CreateOrderUseCase (calls calculateTotal)
│   ├── OrderController::create() (calls UseCase)
│   │   └── POST /api/orders (HTTP endpoint)
│   └── CreateOrderFromCartHandler (event handler)
│       └── CartCheckoutCompleted (event trigger)
├── UpdateOrderUseCase (calls calculateTotal)
│   ├── OrderController::update() (calls UseCase)
│   │   └── PUT /api/orders/{id} (HTTP endpoint)
│   └── AddItemToOrderHandler (command handler)
└── OrderTotalRecalculationJob (calls calculateTotal)
    └── Scheduler (cron trigger)

Step 4: Assess Each Branch

DependentRiskNeeds TestingNotes
CreateOrderUseCaseMediumYesCore flow
UpdateOrderUseCaseMediumYesCore flow
OrderController::createLowCoveredVia UseCase test
OrderController::updateLowCoveredVia UseCase test
CreateOrderFromCartHandlerHighYesAsync, hard to debug
OrderTotalRecalculationJobHighYesBackground job

Side Effects Mapping

Intentional Side Effects

php
class OrderService
{
    public function completeOrder(Order $order): void
    {
        $order->complete();                        // State change
        $this->repository->save($order);           // Database write
        $this->eventBus->publish($event);          // Event published
        $this->metrics->increment('orders.completed'); // Metrics
        $this->logger->info('Order completed');    // Logging
    }
}

Side Effect Impact Table

Side EffectPreserved After Fix?Impact if Changed
Entity state changeMust preserveBreaks domain logic
Database writeMust preserveData inconsistency
Event publishCheck payloadDownstream handlers affected
MetricsShould preserveDashboard/alerts affected
LoggingCan changeLow impact

Test Coverage Analysis

Finding Existing Tests

bash
# Tests for the class being fixed
grep -rn "OrderService" tests/ --include="*.php"

# Tests that might break
grep -rn "calculateTotal" tests/ --include="*.php"

Coverage Gaps

markdown
## Test Coverage for OrderService::calculateTotal()

### Existing Tests
- [x] OrderServiceTest::testCalculateTotalWithItems
- [x] OrderServiceTest::testCalculateTotalEmpty
- [ ] Missing: testCalculateTotalWithNullItem ← Bug case

### Integration Tests
- [x] CreateOrderUseCaseTest
- [ ] Missing: UpdateOrderUseCaseTest

### E2E Tests
- [x] POST /api/orders
- [ ] Missing: PUT /api/orders/{id}

Quick Impact Commands

bash
# Find all files that import/use the changed class
grep -rln "use.*OrderService" src/

# Find all method calls
grep -rn "->calculateTotal(" src/ tests/

# Find event subscribers
grep -rn "OrderCompleted" src/

# Find API routes using the controller
grep -rn "OrderController" routes/

# Count affected files
grep -rln "OrderService" src/ | wc -l

Impact Report Template

markdown
# Impact Analysis Report

## Bug: [ID/Description]
## Fix Location: [File:Line]

## Blast Radius Summary

| Dimension | Count | Risk |
|-----------|-------|------|
| Direct Callers | X | Low/Med/High |
| Event Handlers | X | Low/Med/High |
| API Endpoints | X | Low/Med/High |
| Database Tables | X | Low/Med/High |
| External Services | X | Low/Med/High |

## Detailed Impact

### Callers Affected
1. [Caller 1] - [Impact description]
2. [Caller 2] - [Impact description]

### Events Affected
1. [Event 1] - [Payload change?]

### APIs Affected
1. [Endpoint 1] - [Response change?]

## Testing Requirements
- [ ] Unit test for fix
- [ ] Integration tests for callers
- [ ] E2E tests for APIs
- [ ] Manual testing for [scenarios]

## Rollout Recommendation
- [ ] Safe for immediate deployment
- [ ] Requires staged rollout
- [ ] Requires feature flag
- [ ] Requires coordination with [teams]

Frequently asked questions

What does the Bug Impact Analyzer AI skill do?

Analyzes bug fix blast radius. Determines affected code, dependencies, callers/callees, and potential side effects of changes.

Why use Bug Impact Analyzer on TypingMind?

Because you install it once and use it with any model. Bug Impact Analyzer 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 Bug Impact Analyzer in TypingMind?

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

Which AI models can use Bug Impact Analyzer?

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 Bug Impact Analyzer?

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

Is the Bug Impact Analyzer 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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