Evals Start

This plugin splits eval work into targeted skills. Your job here is small: find the row below that matches the user's situation, tell the user which skill you are loading and why, then load that skill and follow its workflow from start to finish instead of improvising your own version of it.

Situation	Skill to load
Has traces, wants to find failure modes, no established taxonomy yet	error-discovery
Has an existing eval pipeline and wants to know if it can be trusted	eval-audit
Has a known failure mode that code can check (e.g., format, schema, regex, execution)	write-code-eval
Has a known failure mode and wants an LLM judge for it	write-judge-prompt
Has an LLM judge or evaluator and wants to check its quality	validate-evaluator
Has no traces to review yet	generate-synthetic-data, then error-discovery
Wants a custom annotation interface for some other labeling task	build-review-interface
Wants to evaluate a RAG pipeline	evaluate-rag

Most requests that mention error analysis with traces in hand mean error-discovery. New users with an existing pipeline usually need eval-audit first. This file holds only routing. When in doubt about which row fits, ask the user instead of guessing. The workflow lives in the targeted skill.