Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Five Whys root cause analysis. Iteratively asks "why" to drill past symptoms to underlying causes. Use for debugging, investigating failures, or understanding why something went wrong.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Perform iterative root cause analysis by asking "why" repeatedly until you reach the underlying cause.
Start with the stated problem and ask "why" it occurred. For each answer, ask "why" again. Continue until you reach a root cause that:
Typically this takes 5 iterations, but may be fewer or more.
Problem Statement Restate the problem clearly and specifically.
Why Chain
| Level | Question | Answer |
|---|---|---|
| 1 | Why did [problem]? | [Answer 1] |
| 2 | Why did [Answer 1]? | [Answer 2] |
| 3 | Why did [Answer 2]? | [Answer 3] |
| 4 | Why did [Answer 3]? | [Answer 4] |
| 5 | Why did [Answer 4]? | [Root Cause] |
Root Cause The fundamental issue identified. Explain why this is the root (not just another symptom).
Branches (if applicable) If multiple valid answers exist at any level, show the branching analysis.
Corrective Actions
Verification How will you confirm the root cause is correct? (Test the hypothesis)
Problem: Users are seeing 500 errors on the checkout page
| Level | Question | Answer |
|---|---|---|
| 1 | Why are users seeing 500 errors? | The payment service is timing out |
| 2 | Why is the payment service timing out? | Database queries are taking >30 seconds |
| 3 | Why are database queries slow? | The orders table has 50M rows and no index on customer_id |
| 4 | Why is there no index? | The table was created before we had this query pattern |
| 5 | Why wasn't an index added when the query was added? | No database review process for new queries |
Root Cause: Missing process for database review when adding new query patterns.
Corrective Actions:
Problem: Enterprise customer canceled after 6 months
| Level | Question | Answer |
|---|---|---|
| 1 | Why did the customer cancel? | They said the product wasn't delivering value |
| 2 | Why wasn't it delivering value? | They only had 12% feature adoption |
| 3 | Why was adoption so low? | Users weren't trained on key workflows |
| 4 | Why weren't users trained? | Onboarding ended after technical setup |
| 5 | Why does onboarding end at setup? | Success team is understaffed; prioritizes new sales |
Root Cause: Success team capacity forces them to end onboarding prematurely.
Corrective Actions:
$ARGUMENTS
아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
在每次回复中使用固定前缀并列出本次实际参考的指令/文件,便于校验是否遵循上下文与规则。
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.