Map root causes of bugs across code, data, and dependencies.
npx skills add https://github.com/sean-m-cooper/ai_tools --skill root-cause-sean-m-cooper
Please help me install this Agent Skill. Skill: root-cause Source: https://github.com/sean-m-cooper/ai_tools/tree/main/skills/root-cause Command: npx skills add https://github.com/sean-m-cooper/ai_tools --skill root-cause-sean-m-cooper
Systematically analyze bugs, failures, or unexpected behavior to identify root causes. Examines code, data, dependencies, and logs without proposing fixes, producing a structured analysis that surfaces assumptions, evidence, gaps, and the simplest path forward.
Begin by articulating a concise problem statement and gathering relevant logs and data to drive a thorough root-cause analysis.
High-intent search queries and answers about installing and using this skill.
Perform a root-cause analysis by articulating a concise problem statement and gathering logs to map causes across code, data, and dependencies without proposing code edits.
Investigate bugs by mapping the problem across code paths and dependencies to surface hidden causes, documenting evidence, assumptions, and gaps to rank probable root causes.
Document evidence by systematically analyzing bugs to produce a structured analysis that maps problems across code and data, ranking probable root causes by likelihood.
Yes, you can diagnose production failures non-invasively, as it produces a thinking-only analysis that guides fixes and surfaces probable root causes without proposing code changes.
Yes, this root-cause analysis works for both development and production environments, systematically examining code paths, data flows, and third-party integrations to identify root causes.
The limitation of this non-invasive root-cause analysis is that it produces a structured analysis to guide fixes but strictly does not propose or apply actual code changes.
satsilemIdentify root causes by collecting facts, ranking hypotheses, and guiding evidence-based elimination.
browseros-aiIdentify root causes and apply fixes through a stepwise debugging workflow.
Sir-chawakornAnalyze codebases to map file relationships, architectural patterns, and data flows.
yjzhang2003Analyze service error logs and stack tracebacks to identify root causes and propose code fixes.
