Inspect Eval Debugging
microsoft/ACESEvals/.github/skills/inspect-eval-debugging
ai-mlOfficial
Official Provider SkillView repo
Guide for debugging inspect_ai evaluation failures, score issues, and model behavior. Use this when eval results are unexpected, scores are wrong, scoring fails, or model output appears corrupted.
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SKILL.md275 lines
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Skill details
Versionv1.0.0
AuthorMicrosoft
Categoryai-ml
Skill IDmicrosoft/ACESEvals/.github/skills/inspect-eval-debugging
Related skills
Eval AnalysisComprehensive guide for analyzing SABER evaluation results — model comparison, agent architecture comparison, domain-specific analysis, and cross-domain aggregate analysis. Use this when asked to analyze eval results, compare models, generate visualizations, interpret scores, investigate cost-efficiency trade-offs, or extend analysis to new domains.Eval MonitoringGuide for monitoring running SABER evaluations, checking progress, and managing eval batches. Use this when asked to monitor evals, check progress, produce a status report, or manage concurrent eval runs. Also covers Docker health and resource management.Inspect Eval ExecutionGuide for running SABER inspect_ai evaluations locally. Use this when asked to run, re-run, or configure an inspect eval for any SABER domain.Inspect Eval Log AnalysisGuide for parsing and analyzing inspect_ai .eval log files. Use this when asked to interpret eval results, extract tool calls, find scores, or investigate agent behavior from .eval logs.Agent Host Chat ContributionsBuild and review cross-cutting agent-host chat behavior through lifecycle contributions. Use when adding turn lifecycle side effects, prompt or context injection, restored-history transformation, protocol-action observation, or when reviewing changes that add code to AgentSideEffects or AgentService.Build Champ TriageFind out why a build has failed