Agent skill

Root Cause Analysis

by itseffi in itseffi/agentic-os

Uncover root causes through recursive Why questioning and consequence exploration.

Custom licenceAuto-check passedDevelopment

Install Root Cause Analysis

skills CLI
$ npx skills add itseffi/agentic-os --skill root-cause-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install itseffi/agentic-os root-cause-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/itseffi/agentic-os.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/root-cause-analysis .claude/skills/root-cause-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
root-cause-analysis
GitHub stars
115
Used in
1 other repo
Token cost
~408 tokens
SKILL.md length
202 words
Files
2
Skills in repo
28
Repo updated
First seen
Licence
Custom licence

At a glance

Uncover root causes through recursive Why questioning and consequence exploration.

  • Works in 3 steps: Recursive "Why" Questioning → Consequence Exploration → First Principles Check
  • Tasks that involve Root cause analysis
  • SKILL.md covers When to Use, The Process, Output Format and When Not to Use
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Root Cause Analysis is an agent skill from itseffi/agentic-os. Uncover root causes through recursive Why questioning and consequence exploration. Use before acting on problems.

Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Development, covering Root cause analysis. The repository describes itself as: Agentic personal OS to automate high-leverage workflows with Codex, Claude Code, Pi, OpenClaw and other coding agents/ runtime platforms.

When your agent uses it

  • Tasks that involve Root cause analysis

Example prompts

  • “/root-cause-analysis”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Recursive "Why" Questioning
  2. Consequence Exploration
  3. First Principles Check

What it can do on your machine

Read from SKILL.md and the folder at commit 7eaa71c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Root Cause Analysis loads about 408 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 202 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~408

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 202 words (~408 tokens).

“Uncover root causes and explore consequences through structured questioning.”

— opening of SKILL.md by itseffi, Custom licence
name
root-cause-analysis

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .agents/skills/root-cause-analysis of itseffi/agentic-os.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 7eaa71c

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in itseffi/agentic-os, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Root Cause Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Root Cause Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Root Cause Analysis this skillitseffi/agentic-os1151 repos~408Automated safety check: PassCustom licence
Code Design Rationale Investigatorcursor/plugins10k9 repos~2.6kAutomated safety check: PassNone
OpenLogi macOS Permissions TriageAprilNEA/OpenLogi23k—~2.5kAutomated safety check: NotesApache-2.0
Bug Finder for daisyUIsaadeghi/daisyui43k—~2.3kAutomated safety check: PassMIT
Root Cause Debugginggarrytan/gstack136k—~1.4kAutomated safety check: PassMIT
Graph-Based Bug Tracingtirth8205/code-review-graph32k1 repos~287Automated safety check: PassMIT

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  • Decides whether an OpenLogi device problem on macOS is a privacy-permission (TCC) problem, using agent log lines, and says which identity needs which grant.

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  • Root Cause Debugging

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    Investigates bugs, errors and stack traces in phases and requires a root-cause hypothesis to be confirmed before any fix is written.

    136k GitHub stars~1.4k tokensUpdated today
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Categories

Questions about Root Cause Analysis

What does Root Cause Analysis do?

Uncover root causes through recursive Why questioning and consequence exploration. Root Cause Analysis is an agent skill from itseffi/agentic-os. Uncover root causes through recursive Why questioning and consequence exploration.

When should I use Root Cause Analysis?

Root Cause Analysis fits situations like: tasks that involve Root cause analysis.

How do I install Root Cause Analysis in Claude Code?

Run `npx skills add itseffi/agentic-os --skill root-cause-analysis -a claude-code`. Or copy the skill folder (.agents/skills/root-cause-analysis in itseffi/agentic-os) into .claude/skills/root-cause-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Root Cause Analysis in Codex?

Run `npx skills add itseffi/agentic-os --skill root-cause-analysis -a codex`. Or copy the skill folder (.agents/skills/root-cause-analysis in itseffi/agentic-os) into .agents/skills/root-cause-analysis in your project. Codex loads it when a task matches its description.

Can I use Root Cause Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add itseffi/agentic-os --skill root-cause-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/root-cause-analysis, .gemini/skills/root-cause-analysis, .github/skills/root-cause-analysis and .opencode/skills/root-cause-analysis in your project.

What does Root Cause Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Root Cause Analysis is instructions for the agent only.

Does Root Cause Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Root Cause Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Root Cause Analysis use?

Root Cause Analysis has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Root Cause Analysis use?

About 408 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Root Cause Analysis?

Skills that share tags, products or a category with Root Cause Analysis: Code Design Rationale Investigator (cursor/plugins, 10k stars), OpenLogi macOS Permissions Triage (AprilNEA/OpenLogi, 23k stars), Bug Finder for daisyUI (saadeghi/daisyui, 43k stars) and Root Cause Debugging (garrytan/gstack, 136k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Root Cause Analysis?

itseffi (a GitHub user) maintains it in itseffi/agentic-os, which has 115 GitHub stars. The repository holds 28 skills in this directory. The repository was last updated on August 27, 2026.

Source: itseffi/agentic-os on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.