langlearn

Orchestrator for LangLearn workflows (evaluation gates + backends).

Status (2026-02-21)

• CLI and MCP surfaces are scaffolding only (version, doctor, serve).
• Language registry and language scaffolding exist, but pipelines are not wired end-to-end.
• Orchestration flow, prompt engine, and media enrichment are still being ported.

Roadmap

See ROADMAP.md.

Migration

See MIGRATION.md for the legacy port plan and feature mapping.

Install

uv tool install punt-langlearn

CLI

langlearn --help
langlearn --json version
langlearn doctor
langlearn serve

MCP

langlearn install
langlearn serve

Development

uv sync --all-extras
uv run ruff check .
uv run ruff format --check .
uv run mypy src/ tests/
uv run pyright src/ tests/
uv run pytest