When you're stuck on a gnarly problem and need to think systematically, this walks you through proper Fishbone analysis across six categories: People, Process, Technology, Environment, Methods, and Materials. It's structured root cause analysis, not just venting about symptoms. The examples are solid, covering everything from API latency to flaky tests to blown estimates. What makes this actually useful is that it forces you to dig past the obvious technical causes into process and method failures, which is usually where the real problems live. Best used when you need to explain why something went wrong to stakeholders or when you're genuinely stumped and throwing more code at it isn't working.

skills.sh installs
1.2K
GitHub stars
1.8K
last updated
Aug 21, 2026

Install

$ npx -y skills add neolabhq/context-engineering-kit --skill cause-and-effect --agent claude-code

Installs into .claude/skills of the current project.

Files

Cause and Effect Analysis

Apply Fishbone (Ishikawa) diagram analysis to systematically explore all potential causes of a problem across multiple categories.

Description

Systematically examine potential causes across six categories: People, Process, Technology, Environment, Methods, and Materials. Creates structured "fishbone" view identifying contributing factors.

Usage

/cause-and-effect [problem_description]

Variables

  • PROBLEM: Issue to analyze (default: prompt for input)
  • CATEGORIES: Categories to explore (default: all six)

Sponsors

Details

Repository
github.com/neolabhq/context-engineering-kit
First seen
Jun 3, 2026

More from neolabhq/context-engineering-kit

All 63

Recommended

1juliusbrussee avatarcavemanjuliusbrussee/cavemanUltra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman while keeping full technical accuracy. Supports intensity levels618.3Kskills.sh installs
2mattpocock avatargrill-memattpocock/skillsA relentless interview to sharpen a plan or design.1.5Mskills.sh installs
3shadcn avatarimproveshadcn/improveSurvey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on s40Kskills.sh installs
4obra avatarsystematic-debuggingobra/superpowersUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes326.7Kskills.sh installs
5forrestchang avatarkarpathy-guidelinesforrestchang/andrej-karpathy-skillsBehavioral guidelines to reduce common LLM coding mistakes through explicit assumptions, simplicity, and verifiable success criteria.17.9Kskills.sh installs
6vercel-labs avatarfind-skillsvercel-labs/skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express int4.3Mskills.sh installs