Skip to content
FunCoding

evals-start

Entry point for evals. Use when the user asks for help with evals, does not know where to begin, or asks for something no other skill in this plugin matches. Do NOT use when a more specific skill in this plugin already matches; load that skill directly.

Star
1,495
License
Apache-2.0
Last commit
Sep 25, 2026

skills/evals-start/SKILL.md

View on GitHub

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.

SituationSkill to load
Has traces, wants to find failure modes, no established taxonomy yeterror-discovery
Has an existing eval pipeline and wants to know if it can be trustedeval-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 itwrite-judge-prompt
Has an LLM judge or evaluator and wants to check its qualityvalidate-evaluator
Has no traces to review yetgenerate-synthetic-data, then error-discovery
Wants a custom annotation interface for some other labeling taskbuild-review-interface
Wants to evaluate a RAG pipelineevaluate-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.

Similar Skills

blender-motion-state-inspection

AFaffaan-m/ECC278k4,046 new stars in the last 7 days

Official

slack-gif-creator

ANanthropics/skills181k1,119 new stars in the last 7 days

Featured

algorithmic-art

Generate flow fields and particle systems with p5.js, using seeded randomness for original algorithmic art.

ANanthropics/skills181k1,119 new stars in the last 7 days

thinking-out-loud

SHShubhamsaboo/awesome-llm-apps141k808 new stars in the last 7 days

moneyprinterturbo-video

HAharry0703/MoneyPrinterTurbo130k1,722 new stars in the last 7 days

complain

PApaperclipai/paperclip101k2,948 new stars in the last 7 days