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Bug Root Cause Finder

Community
dykyi-roman
bug-root-cause-finder

Root cause analysis methods for PHP bugs. Provides 5 Whys technique, fault tree analysis, git bisect guidance, and stack trace parsing.

Overview

Publisherdykyi-roman
Repositoryawesome-claude-code
Skill namebug-root-cause-finder
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 Root Cause Finder 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-root-cause-finder .claude/skills/bug-root-cause-finder
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Bug Root Cause Finder 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 Root Cause Finder 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 Root Cause Finder 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 Root Cause Finder

Systematic methods for finding the true source of bugs, not just symptoms.

Core Principle: Symptom ≠ Cause

The location where an error manifests is rarely where the bug originates.

Error Location:     OrderController::show() - NullPointerException
Symptom Location:   OrderRepository::find() - returns null
Root Cause:         OrderCreatedHandler - failed to persist order
True Root Cause:    RabbitMQ message lost due to missing ACK

Method 1: 5 Whys Technique

Ask "why" repeatedly until you reach the root cause.

Example Analysis

Bug: "Customer sees wrong order total"

  1. Why? → The total displayed is $0
  2. Why?Order::getTotal() returns 0
  3. Why?OrderItem collection is empty
  4. Why? → Items weren't loaded from database
  5. Why? → Lazy loading failed due to closed EntityManager

Root Cause: EntityManager closed before accessing lazy-loaded collection

Fix: Eager load items in repository query, not lazy load

5 Whys Template

markdown
## 5 Whys Analysis

**Bug Description:** [What user sees]

1. Why does [symptom] occur?
   → [First-level cause]

2. Why does [first-level cause] happen?
   → [Second-level cause]

3. Why does [second-level cause] happen?
   → [Third-level cause]

4. Why does [third-level cause] happen?
   → [Fourth-level cause]

5. Why does [fourth-level cause] happen?
   → [ROOT CAUSE]

**Fix Location:** [File:line where fix should be applied]
**Fix Type:** [Category: logic/null/boundary/race/resource/exception/type/sql/infinite]

Method 2: Fault Tree Analysis

Build a tree of all possible causes for a failure.

Fault Tree Structure

[FAILURE: Order total is $0]
        ├── [OR] Order has no items
        │       ├── [AND] Items not added during creation
        │       │       ├── Cart was empty
        │       │       └── Cart-to-Order mapping failed
        │       │
        │       └── [AND] Items were deleted
        │               ├── Cascade delete triggered
        │               └── Manual deletion bug
        └── [OR] Items exist but total calculation wrong
                ├── Price is 0
                │       ├── Product price not set
                │       └── Currency conversion failed
                └── Quantity is 0
                        ├── Validation missing
                        └── Type coercion (string "0")

Fault Tree Investigation Order

  1. Start with most likely branches (based on code review)
  2. Add logging/debugging to verify each branch
  3. Eliminate branches systematically
  4. Focus on remaining possibilities

Method 3: Git Bisect

Find the exact commit that introduced a bug.

Git Bisect Steps

bash
# 1. Start bisect
git bisect start

# 2. Mark current (broken) as bad
git bisect bad

# 3. Mark known good commit (e.g., last release)
git bisect good v2.3.0

# 4. Git checks out middle commit - test it
# Run your reproduction test
php artisan test --filter=OrderTotalTest

# 5. Mark result
git bisect good  # if test passes
git bisect bad   # if test fails

# 6. Repeat until Git finds the culprit commit
# Git will output: "abc123 is the first bad commit"

# 7. Examine the commit
git show abc123

# 8. End bisect
git bisect reset

Automated Git Bisect

bash
# Run automatically with test script
git bisect start HEAD v2.3.0
git bisect run php artisan test --filter=OrderTotalTest

Git Bisect Tips

  • Choose good boundaries: Bad = current, Good = last known working
  • Use automated testing: Faster and more reliable
  • Check for flaky tests: Bisect fails with inconsistent tests
  • Look at the diff: Focus on changed lines in culprit commit

Method 4: Stack Trace Parsing

Extract actionable information from error traces.

PHP Stack Trace Structure

Fatal error: Uncaught TypeError: OrderService::calculateTotal():
Argument #1 ($items) must be of type array, null given,
called in /app/src/Application/UseCase/CreateOrderUseCase.php on line 45

Stack trace:
#0 /app/src/Application/UseCase/CreateOrderUseCase.php(45): OrderService->calculateTotal(NULL)
#1 /app/src/Presentation/Api/OrderController.php(32): CreateOrderUseCase->execute(Object(CreateOrderCommand))
#2 /app/vendor/symfony/http-kernel/HttpKernel.php(163): OrderController->create(Object(Request))
#3 /app/vendor/symfony/http-kernel/HttpKernel.php(75): HttpKernel->handleRaw(Object(Request))
#4 /app/public/index.php(25): HttpKernel->handle(Object(Request))
#5 {main}

thrown in /app/src/Domain/Service/OrderService.php on line 23

Key Information to Extract

ElementValueMeaning
Error TypeTypeErrorType mismatch bug
MessageArgument #1 must be array, null givenNull pointer issue
Thrown LocationOrderService.php:23Where error detected
Call LocationCreateOrderUseCase.php:45Where bad value passed
Root InvestigationCreateOrderUseCase.php:45Start here

Stack Trace Analysis Steps

  1. Read error message - What type of error?
  2. Find thrown location - Where was error detected?
  3. Find call location - Where was bad value passed?
  4. Trace backward - How did bad value get there?
  5. Find origin - Where was value first set to bad state?

Common Stack Trace Patterns

Pattern: Null from Repository

#0 Repository->find() returns null
#1 Service uses result without check
#2 Controller calls service

→ Fix in #1: Add null check

Pattern: Type Coercion

#0 Method expects int, gets string
#1 Request data not validated
#2 Controller passes raw input

→ Fix in #1 or #2: Add validation/casting

Pattern: Missing Dependency

#0 Service->method() called
#1 Container->get() fails
#2 Dependency not registered

→ Fix: Register dependency in container

Method 5: Dependency Graph Analysis

Trace data flow through the application.

Data Flow Tracing

php
// Trace the flow of $orderId
1. Controller receives $orderId from Request
2. UseCase receives $orderId as Command property
3. Repository uses $orderId in SQL query
4. Database returns null (ID doesn't exist)
5. UseCase passes null to Service
6. Service throws NullPointerException

Dependency Questions

  • Where does the value originate?
  • What transformations does it undergo?
  • Where is it validated?
  • Where could it become invalid?
  • Who else uses this value?

Call Graph Investigation

bash
# Find all callers of a method
grep -r "->calculateTotal(" src/

# Find all places where variable is set
grep -r "\$items\s*=" src/

# Find all null assignments
grep -r "= null" src/Domain/

Method 6: State Timeline Reconstruction

Rebuild the sequence of state changes.

Timeline Template

markdown
## State Timeline

T0: Initial state
    - Order::status = DRAFT
    - Order::items = []

T1: AddItemToOrder executed
    - Order::items = [Item(id=1)]
    - Expected: status stays DRAFT ✓

T2: SubmitOrder executed
    - Order::status = SUBMITTED
    - Expected: items preserved ✓

T3: PaymentReceived event
    - Order::status = PAID
    - BUG: items cleared unexpectedly ✗

T4: GetOrder query
    - Returns Order with empty items
    - User sees $0 total

Root Cause: PaymentReceived handler incorrectly reinitializes Order

Investigation Checklist

Before Starting

  • Reproduce bug consistently
  • Identify exact error message
  • Note conditions when bug occurs
  • Check if bug is environment-specific

During Investigation

  • Parse stack trace for key locations
  • Apply 5 Whys technique
  • Build fault tree if multiple possible causes
  • Use git bisect if recent regression
  • Trace data flow from origin to error

After Finding Root Cause

  • Verify fix addresses root cause, not symptom
  • Check for similar bugs in related code
  • Document root cause for team knowledge
  • Consider if design change prevents recurrence

Quick Reference: Where to Look First

Bug TypeFirst Investigation Point
Null pointerRepository/Factory that creates the null
Wrong calculationInput values, not calculation logic
Missing dataEvent handler or background job
Intermittent failureShared state or race condition
After deploymentGit diff between versions
Only in productionEnvironment config or data
Only for some usersUser-specific data or permissions

Frequently asked questions

What does the Bug Root Cause Finder AI skill do?

Root cause analysis methods for PHP bugs. Provides 5 Whys technique, fault tree analysis, git bisect guidance, and stack trace parsing.

Why use Bug Root Cause Finder on TypingMind?

Because you install it once and use it with any model. Bug Root Cause Finder 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 Root Cause Finder in TypingMind?

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

Which AI models can use Bug Root Cause Finder?

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 Root Cause Finder?

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

Is the Bug Root Cause Finder 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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