Skip to content

v0.2.0 Overview

Version 0.2.0 is the first dense draft after the initial public release.

It adds three missing pillars:

  1. Discovery - how descriptions should help packs trigger or select correctly.
  2. Maintenance - how scripts, skills, and tools should update knowledge without collapsing it into instructions.
  3. Evaluation - how to measure discovery, grounding, and answer quality over time.

It also expands the Karpathy LLM Wiki reference, client integration guidance, and versioned snapshots.

Highlights

  • Stronger Skills vs Knowledge boundary.
  • Explicit description optimization guidance.
  • Knowledge-pack discovery evals.
  • Maintenance automation guidance.
  • Client trust, activation, and fenced-context rules.
  • Complete LLM Wiki pattern mapping.
  • Copy Markdown support on the documentation site.
  • Multi-language docs and version snapshots.

Draft open standard. Inspired by Agent Skills, LLM Wiki, source-grounded notebooks, and production RAG systems.