Trace observed outcomes through competing hypotheses with structured evidence evaluation.
npx skills add https://github.com/HyperionBurn/searchv1beta --skill trace-hyperionburn
Please help me install this Agent Skill. Skill: trace Source: https://github.com/HyperionBurn/searchv1beta/tree/main/.github/skills/trace Command: npx skills add https://github.com/HyperionBurn/searchv1beta --skill trace-hyperionburn
It helps you perform evidence-driven root cause analysis when an outcome is ambiguous and you need to justify the “why” using competing explanations rather than guesswork.
Use cases: runtime regressions, performance/latency anomalies, architecture/orchestration behavior, config or routing issues, and postmortem/analysis of surprising system behavior.
Ask: trace this: <observation to trace> and include the exact observed result and any relevant logs or metrics you have.
High-intent search queries and answers about installing and using this skill.
Root cause analysis for a performance regression uses evidence-driven causal tracing to generate parallel competing hypotheses, evaluate supporting evidence, and recommend a discriminating probe to validate the best explanation.
Debugging an unclear system failure is best handled by generating parallel competing hypotheses across implementation, configuration, and measurement categories, then using a structured rebuttal to synthesize the most probable explanation.
Yes, hypothesis testing applies to orchestration and configuration failures by creating distinct causal explanations for the observed outcome and ranking them against collected evidence to identify configuration mismatches.
Finding the next test to run requires designing a discriminating probe, which is a single targeted test recommended to most reduce uncertainty between the top competing hypotheses.
Evidence-driven causal tracing works for postmortem analysis by preserving an explicit chain from observation to hypotheses through evidence, ensuring the explanation of surprising system behavior is fully justified.
OliverOuyangOrchestrate parallel hypothesis tracing and evidence collection for causal failure analysis.
EvolutionAPIGenerate ranked hypotheses with evidence for ambiguous engineering observations.
sehoon787Generate competing hypotheses and rank evidence to triage ambiguous observations.
vinhnxvCoordinate parallel hypothesis-investigator agents for ACH-based bug debugging.
