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Tracing Root Causes

Agent skill
1 skill

Disciplined causal analysis for explaining observed outcomes — competing hypotheses, evidence ranked by strength, active disconfirmation, and a discriminating next probe. Use when investigating why something happened (intermittent failures, regressions, production incidents, surprising benchmark results) BEFORE proposing fixes, especially when a "obvious culprit" is tempting.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Disciplined causal analysis for explaining observed outcomes — competing hypotheses, evidence ranked by strength, active disconfirmation, and a discriminating next probe. Use when investigating why something happened (intermittent failures, regressions, production incidents, surprising benchmark results) BEFORE proposing fixes, especially when a "obvious culprit" is tempting.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: f1dfd9aed5d5b40d8f40e5a951719a5157071eb7b25f37dfeedbac5526be14e7

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Tracing Root Causes | Agent Skills Atlas