millrace-plus 0.22.0

Official workflow packages and agent skill assets for Millrace.

Millrace Plus

Millrace Plus is the official collection of ready-to-run Millrace workflows and agent-authoring skills.

Millrace itself is a generic workflow runtime. This package supplies the workflow definitions, entrypoint prompts, stage skills, and examples that make the runtime useful out of the box. It contains data only: no daemon, CLI, runner, provider, plugin, or installation hook.

Release line: This source and package are on the v0.22.0 release line.

Included Workflows

Workflow	What it is for
simple_loop	A compact Management, Implementation, and Review loop with recovery behavior
execution.lad	The LAD software-execution loop
execution.lad_integrator	LAD Execution with an additional integration stage
planning.lad	LAD Planning followed by Execution
lad.full	Full LAD Planning, Learning, and Execution
vendor_selection	A four-plane research and comparison loop that stops for an operator decision

Every workflow is ordinary package data. Names such as Management, Planning, Execution, Learning, and Review do not have special meaning inside the Millrace kernel.

Read Workflow guide for the intended use and shape of each configuration.

Included Agent Skills

Millrace Plus also ships three guides for agents that operate or configure Millrace:

• millrace-instruction-manual explains when to use Millrace and how to operate it through the CLI.
• millrace-loop-configuration helps turn a fully specified decision tree into a valid workflow package.
• millrace-entrypoint-authoring explains how to write stage prompts and their paired core skills.

These files are advisory documentation. Installing the package does not copy them into Codex, Claude Code, or another agent's skill directory.

How The Package Is Used

The workflow package lives under millrace_workflow_package/. Its manifest declares package ID millrace.plus.official, the selectable workflows, and the exact path, size, and digest of every workflow asset.

Millrace imports those files as bytes, validates them, and compiles one selected workflow entrypoint. It does not import millrace_plus modules or execute package code to discover workflows.

The installed resource root is millrace_workflow_package; package data is non-executable. A direct installation contains package metadata and data only and does not transitively install millrace-ai or another member distribution.

The millrace==0.22.0 convenience meta-distribution selects and installs this exact tested combination: millrace-ai==0.22.0, millrace-plus==0.22.0, and millforge==0.1.0. Member distributions version independently. Each millrace meta-distribution release pins one tested combination and may reuse an unchanged compatible member.

Authoring Model

Each agent stage normally selects two text assets:

Asset	Responsibility
Entrypoint prompt	Role, scope, process, evidence, legal terminal markers, and stop conditions
Stage-core skill	Exact artifact schemas, handoff formats, examples, validation, and completion criteria

The workflow graph owns routing, queue movement, retries, waits, and completion. Prompt text can explain those rules to an agent, but it cannot create them.

Start with Authoring workflows. The frozen manifest rules are documented in Manifest maintenance.

Repository Layout

millrace_workflow_package/
  manifest.json
  assets/workflows/
src/millrace_plus/skills/
docs/
tests/

millrace_workflow_package/ is the runtime-readable workflow package. src/millrace_plus/skills/ contains the advisory agent skills outside the workflow manifest.

Validation

The package can be validated without a Millrace source checkout:

env -u PYTHONPATH PYTEST_DISABLE_PLUGIN_AUTOLOAD=1 \
  PYTHONDONTWRITEBYTECODE=1 \
  uv run --no-project --with pytest --with hatchling pytest -q \
    tests/test_package_metadata.py \
    tests/test_manifest_authoring_policy.py \
    tests/test_official_package_layout_plan.py \
    tests/test_workflow_package_manifest.py \
    tests/test_workflow_package_installed_smoke.py \
    tests/test_public_package_boundary.py \
    tests/test_agent_skill_assets.py

See Validation for build and artifact checks, and Release details for packaging and versioning rules.

License

Millrace Plus is licensed under the Apache License 2.0.