Eval Trace Knowledge Base

type: namespace-overview

confidence: high

updated: 2026-07-17

status: active

namespace: eval-trace

updated: 2026-07-17

Covers

Workflow, agent, and model-behavior evaluation; traces; context-overfitting detection; reliability metrics; evidence gates; style-transfer checks; and quality read-outs.

Not Covered

General observability unrelated to behavior/workflow quality; product analytics unless used as an evaluation surface; model-training infrastructure except where it changes the evaluation contract.

Current As Of

2026-07-17 — active. Includes context-overfitting, the Eval Trace prototype, workflow-quality mapping, LLM style-transfer evaluation, the LKY Voice objective-plus-blind-listening gate, and the LKY Avatar factual-accuracy/persona-quality/fabrication separation.

Agent access: /wiki/eval-trace/llms.txt /wiki/eval-trace/llms-full.txt /wiki/eval-trace/index.json

Workflow, agent, and model-behavior evaluation; traces; context-overfitting detection; reliability metrics; evidence gates; style-transfer checks; and quality read-outs.

Structure

raw/ — raw Markdown provenance mirror for agents and source inspection.
wiki/ — synthesized knowledge pages: concepts, entities, summaries, and syntheses.
Schema and maintenance rules: see CLAUDE.md.

Usage

Add new sources: update canonical source notes in pixi-vault, then compile into this namespace.
Ask questions: agents read this wiki and cite raw/source paths.
Publish: regenerate pixi-wiki, run tests, then live-verify raw and HTML routes.

Eval Trace¶

Active namespace for evidence quality, behavior/workflow evaluation, reliability, and claim boundaries.

Canonical Source Roots¶

Projects/Eval Trace/Index.md
Knowledge/concepts/context-overfitting.md
Knowledge/concepts/style-transfer-evaluation.md
Projects/LKY Avatar/Index.md

Crosslinks¶

agent-workflows
pixi-vault
ai-native-product-surfaces
local-ai-infrastructure

Public Output Contract¶

When published to pixi-wiki, this namespace should expose:

/raw/eval-trace/README.md
/raw/eval-trace/wiki/index.md
/wiki/eval-trace/README.md
/wiki/eval-trace/wiki/index.md

Maintenance¶

Edit canonical source notes first.
Use Wiki Compiler Maps/Namespace Wiki Compiler Map.md for routing decisions.
Do not compile Daily Notes directly unless promoted or verified.