Evolution Notes

This page is intentionally reflective. It documents how the repository looks from an architectural maintenance perspective.

Current shape

MICOS-2024 currently presents a pattern common to ambitious scientific software:

• a reasonably coherent stable core,
• a broader ambition encoded in scripts and templates,
• several environment and workflow assets that indicate where the project wants to go.

Strengths worth preserving

1. clear domain focus around metagenomics,
2. explicit reproducibility posture through workflows and containers,
3. a stable CLI path that is narrow enough to document truthfully.

Risks worth managing

1. template breadth can outpace implemented runtime convergence,
2. wrapper scripts can drift if not kept thin,
3. specialist scripts can create perceived surface area larger than the maintained core.

Healthy next steps

From an architecture standpoint, the strongest long-term improvements would be:

• continue converging stable functionality into the Python CLI,
• keep wrapper scripts delegating instead of growing,
• document which script-level analyses are experimental, advanced, or production-supported,
• tighten validation around config-derived defaults.

Why include this in the docs

Because serious readers do not only want polished language. They want evidence that the maintainers understand the difference between current capability, planned direction, and technical debt.