ai-mlOfficial
Official Provider SkillView repo
Use before proposing a mutation to diagnose measured failures from evaluator outcomes, traces, history, and the controlling candidate surfaces.
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SKILL.md57 lines
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Skill details
Versionv1.0.0
AuthorMicrosoft
Categoryai-ml
Skill IDmicrosoft/AutoSaddler/src/autosaddler/v2/prompting/methodology/skills/causal-diagnosis
Related skills
Capability PatchSelected during the capability phase — adds new tools, exposes new parameters, fixes tool implementations, or removes infrastructure limitations to expand what the agent can doCapability PatchSelected during the capability phase to add tools, expose parameters, fix implementations, or remove infrastructure limitations that restrict the agent.DiagnoseUse to systematically diagnose why scenarios fail — identifies root causes by analyzing agent traces, codebase, and behavioral patternsHistory AnalysisUse to systematically analyze the full evolution history without output truncation — produces a structured summary of what matters for the current iterationHistory AnalysisUse to systematically analyze the full evolution history without output truncation and produce a focused summary for selection, diagnosis, or reflection.Patch VerificationUse after applying any patch to thoroughly verify the agent codebase has no bugs — checks syntax, imports, runtime behavior, docstrings, templates, hooks, and logical correctness