marielynneblock/arcanum-artifex · skills/agentic/evaluation/eval-driven-dev/SKILL.md

eval-driven-dev skillA

Build an automated evaluation pipeline that tests a Python LLM application end-to-end with pixie test — real code paths, real LLM calls, instrumented external data — and scores outputs with evaluators instead of assertions. Use when adding evals to a Python AI app.

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Versions

versioncommittedcommitsizeaudit
v0.8.4 latest2026-07-10 0115f49 17,688 BA view · diff
v0.8.42026-07-10 ffb3400 17,688 BA view · diff
v0.8.42026-05-15 b861afb 17,411 BB view · diff
v0.8.42026-05-10 f26bcec 17,830 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

marielynneblock/arcanum-artifex · 4 stars · license none · pushed 2026-09-05 · branch main

API

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