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evals-viewer

A lightweight, configurable viewer for LLM evaluation results. Apps plug in their own Vue inspector components to render eval-specific case data.

Packages

This is a polyglot repo. The JS packages share an npm workspaces root at the top level (hence the package.json here); the Python package is self-contained under its own directory and is installed independently with pip/uv.

JavaScript (npm) — under packages/viewer-*, linked together via npm workspaces:

  • @ideonate/evals-viewer-core — Vue 3 components, composables, router factory, inspector registry
  • @ideonate/evals-viewer-server — Vite plugin exposing the filesystem-backed eval API

Python (pypi) — under packages/pydantic-evals-io/, install with pip install -e packages/pydantic-evals-io:

  • evals-viewer-io — Pydantic schemas and a writer for the on-disk eval result format

Layout

packages/
  viewer-core/        # @ideonate/evals-viewer-core
  viewer-server/      # @ideonate/evals-viewer-server
  pydantic-evals-io/  # evals-viewer-io (pypi)
examples/
  minimal/            # smallest possible consumer app
docs/
  data-layout.md      # the on-disk contract between writer and viewer

Using with Claude Code

This repo ships two Claude Code skills under skills/ to scaffold the framework into a consumer project:

  • evals-viewer-init — wires up the JS side (Vite plugin, AppShell entry point, auto-discovery folders) and optionally the Python writer side (evals-viewer-io + pytest fixture). Triggers on phrases like "set up evals viewer in this project."
  • evals-viewer-add-component — scaffolds a new inspector or compare view for one specific eval type. Triggers on phrases like "add an inspector for my X eval."

To install them in a consumer project, copy the markdown files into that project's .claude/skills/ directory:

mkdir -p /path/to/your-project/.claude/skills
cp skills/*.md /path/to/your-project/.claude/skills/

Both skills are deliberately non-destructive: they read existing files, propose diffs, and never overwrite without showing the user first.

Status

Pre-alpha extraction in progress. See docs/data-layout.md for the on-disk contract that's the real public API.

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