Trace Root Causes in Complex Bugs
Complex bugs often appear far from their original trigger. This skill guides backward tracing, targeted instrumentation, and test isolation to find the source.
Stop for confirmation before installing.
Review the plan and obtain explicit user consent before changing files.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "root-cause-tracing" from https://skillstore.io/skills/dyai2025-root-cause-tracing.md and its manifest at https://skillstore.io/api/skills/dyai2025-root-cause-tracing/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "root-cause-tracing". A test suite leaves a .git directory inside a package folder.
Expected outcome:
Immediate cause: a git initialization used the wrong working directory. Trace callers until the empty project directory value is introduced.
Using "root-cause-tracing". A database opens in the project root instead of a temporary directory.
Expected outcome:
Start at the open call. Record the directory argument, caller stack, and test setup timing. Fix the first invalid path source.
Using "root-cause-tracing". A failing operation only appears after the full test suite runs.
Expected outcome:
Run focused test groups, watch for the unwanted state, and stop at the first reproducing test. Then inspect that test setup path.
Most SKILL.md static findings are false positives from Markdown fences, inline code, and examples. The real risk is intentional local command execution through the Bash helper and documented npm workflows. Debug guidance should also avoid broad environment logging.
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/dyai2025-root-cause-tracing/audits/12?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/dyai2025-root-cause-tracing?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/dyai2025-root-cause-tracing?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/dyai2025-root-cause-tracing/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/dyai2025-root-cause-tracing.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>DYAI2025. (2026). root-cause-tracing security audit report (audit version 12) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dyai2025-root-cause-tracing/audits/12@techreport{dyai2025-dyai2025-root-cause-tracing-2026,
author = {DYAI2025},
title = {root-cause-tracing security audit report (audit version 12)},
institution = {Skillstore},
year = {2026},
number = {12},
url = {https://skillstore.io/skills/dyai2025-root-cause-tracing/audits/12},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "root-cause-tracing security audit report (audit version 12)"
version: "unspecified"
type: report
authors:
- name: "DYAI2025"
date-released: "2026-07-09"
url: "https://skillstore.io/skills/dyai2025-root-cause-tracing/audits/12"
identifiers:
- type: other
value: "skillstore:dyai2025-root-cause-tracing:audit:12"
description: "Skillstore immutable audit report identifier"
Follow a failure from the visible error back through callers until the first invalid input is found.
Run tests in isolation to find which test creates unexpected files or persistent state.
Turn a traced root cause into source-level validation and guardrails across the call chain.
Use root-cause-tracing for this error: [paste symptom]. Walk backward through likely callers and identify the earliest input to inspect.
Use root-cause-tracing to plan safe instrumentation for this failing operation: [operation]. Include what to log and what to avoid logging.
Use root-cause-tracing to identify which test creates [file or state]. Suggest a safe isolation workflow before running commands.
Use root-cause-tracing on this call chain: [call chain]. Propose a source fix and defense layers that prevent recurrence.
Author
DYAI2025License
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
3e4b6c31a74a3bd1a291c98cf585d720cb9fbc88
Maintenance freshness
7/18/2026
Usage
8 downloads · 273 views
File structure
Automate PDF Workflows
PDF work often requires repetitive extraction, merging, and form filling across several tools. This skill gives Claude, Codex, and Claude Code structured guidance and scripts for local PDF processing.
Analyze Meeting Communication Patterns
Meeting transcripts contain useful signals, but reviewing them manually takes time. This skill turns transcripts into focused communication feedback with examples and next steps.
Generate Clear Changelogs from Git Commits
Release notes are slow when commit messages are technical or inconsistent. This skill turns git history into clear changelogs for customers, teams, and release channels.
Apply Anthropic Brand Guidelines
Teams need consistent visual styling when creating branded artifacts. This skill provides Anthropic colors, typography, and usage guidance for Claude, Codex, and Claude Code workflows.
Draft Researched Content Faster
Long-form writing often stalls when research, structure, citations, and revision happen in separate steps. This skill guides Claude, Codex, or Claude Code through outlining, source gathering, drafting feedback, and final polish.
Analyze Competitor Ad Campaigns
Competitive ad research can be slow and inconsistent. This skill extracts ad examples and turns messaging, creative patterns, and campaign themes into clear insights.
Debug Errors and Root Causes
by 89jobrien
Errors and incidents are hard to triage when evidence is spread across logs, stack traces, and services. This skill structures diagnosis, parses logs, identifies patterns, and guides minimal fixes.
Debug Technical Failures Systematically
by Asmayaseen
Quick fixes often hide the real cause and create regressions. This skill structures investigation, hypothesis testing, implementation, and verification around collected evidence.
Debug Software Failures Systematically
by shubhamsaboo
Bugs waste engineering time when symptoms hide the real cause. This skill guides Claude, Codex, and Claude Code through structured investigation, hypothesis testing, fixes, and prevention.
Debug Software with Systematic Strategies
by sickn33
Complex defects waste time when investigation relies on guesswork. This skill applies reproducible experiments, targeted instrumentation, profiling, and verification to identify root causes.
Diagnose Errors and Resolve Production Incidents
by sickn33
Complex failures can hide across logs, traces, services, and recent changes. This skill structures evidence, tests hypotheses, and recommends fixes with prevention steps.
Diagnose Software Failures Systematically
by sickn33
Complex failures produce scattered evidence and uncertain fixes. This skill organizes triage, ranked hypotheses, root cause analysis, validation, and prevention.