ML Pipeline Documentation Mirror Specification

Version: v1.3.0 | Status: Stub | Last Updated: July 2026

Purpose

This file records the documentation-site contract for the ml_pipeline mirror. The source specification at src/codomyrmex/ml_pipeline/SPEC.md is the authoritative behavior contract. The module is intentionally a lightweight stub: it defines and echoes pipeline structures through MCP tools, while production workflow orchestration belongs in orchestrator.

Mirror Contract

• Keep the stub status explicit; do not claim training, evaluation, persistence, scheduling, or real execution support.
• Preserve the documented MCP tool names: ml_pipeline_create and ml_pipeline_execute.
• Keep examples pass-through and deterministic.
• Point production users toward orchestrator, eval_harness, and model_ops where appropriate.
• Use lower-case local links for this generated docs tree.

Validation

After changing this mirror or the source module, run:

make docs-check
uv run ruff check src/codomyrmex/ml_pipeline
uv run pytest tests/unit/ml_pipeline/ -q

Navigation

• Module Overview: README.md is rendered in this mirror as extended_readme.md
• Agent Guidance: AGENTS.md
• API Specification: api_specification.md
• MCP Tools: mcp_tool_specification.md
• Source Specification: ../../../../ml_pipeline/SPEC.md