root-cause-tracing
Skill80 starsChanged 8 months agoNo licenceView on GitHub
Use when errors occur deep in execution - traces bugs backward through call stack to find original trigger, not just symptom
15 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- kazemcodes/skill-treetheir own version, first seen Nov 8, 2026
- ZacheryGlass/.claudetheir own version, first seen Nov 1, 2026
- OpenxIntelligence/Coding-Agent-Skillstheir own version, first seen Nov 1, 2026
- I-Onlabs/claude-code-skillstheir own version, first seen Oct 25, 2026
- davidanthonyn/claude-skillstheir own version, first seen Oct 20, 2026
- PracticalSwan/agent-skillstheir own version, first seen Oct 19, 2026
Used with
Projects with it also use condition-based-waiting, defense-in-depth and 6 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
kntismSkillcondition-based-waiting
Use when tests have race conditions, timing dependencies, or inconsistent pass/fail behavior - replaces arbitrary timeouts with condition polling to wait for actual state changes, eliminating flaky tests from timing guesses
Also in 3 projects that use this
frankxaiSkilldefense-in-depth
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible
Also in 3 projects that use this
OpenAISkillusing-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
Also in 3 projects that use this
OpenAISkillrequesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Also in 3 projects that use this
SentrySkillskill-creator
Create new agent skills following the Agent Skills specification. Use when asked to "create a skill", "add a new skill", "write a skill", "make a skill", "build a skill", or scaffold a new skill with SKILL.md. Guides through requirements, writing, registration, and verification.
Also in 6 projects that use this
MicrosoftSkillmcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Also in 3 projects that use this
- +1 more from openai
Other versions15 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- talhaMah56/claude_skills★ 011% same
Wrote their own version · 14
- microsoft/FluidFramework★ 4.9ksame name
- ZacheryGlass/.claude★ 599same name
- fimoklei/pm-ai-playbook★ 42same name
- PracticalSwan/agent-skills★ 22same name
- I-Onlabs/claude-code-skills★ 4same name
- OpenxIntelligence/Coding-Agent-Skills★ 4same name
- Crumbgrabber/llm_system_template_agents_skills_patterns_tools_prompts★ 3same name
- allanninal/claude-code-skills★ 1same name
- kazemcodes/skill-tree★ 1same name
- kntism/skills★ 1same name
4 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- analyzing-test-effectivenessSkill
- brainstormingSkill
- debugging-with-toolsSkill
- dispatching-parallel-agentsSkill
- executing-plansSkill
- finishing-a-development-branchSkill
- fixing-bugsSkill
- hyperpowers-agentsSkill
- managing-task-docsSkill
- refactoring-safelySkill
- review-implementationSkill
- sre-task-refinementSkill
- test-driven-developmentSkill
- testing-anti-patternsSkill
- using-hyperSkill
- verification-before-completionSkill
- writing-plansSkill
- writing-skillsSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
16 rules. 1 is common, 14 are distinctive, and 1 is very specific to this project.
1
Common
Most of the 14 edited versions we read keep these.
14
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 14 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

