# ModelBreeder.com v2.6.0 evolution dashboard implementation notes

This release continues the positive-side ModelBreeder.com direction by turning more of the theory into visible builder surfaces. The attached reports recommend an Evolution Lab UI with a population dashboard, fitness-over-generation charts, novelty indicators, Genome and FitnessVector details, model status columns, and positive use-case framing. The v2.6.0 implementation adds those concepts as browser-local educational tools and public guides.

The release keeps the site as a plain PHP, root-extractable, file-backed, no-database site. It does not add WordPress artifacts, a public wiki, trackers, cloud dependencies, or a real model-training backend. The dashboard is explanatory and deterministic. It teaches the shape of the system while preserving the package contract.

Key additions:

- `/evolution-lab/ecology-dashboard`
- `/tools/evolution-dashboard`
- `/evolution-lab/multi-parent-merge-workflow`
- `/evolution-lab/niche-archive-and-speciation`
- `/architecture/browser-local-breeding-workbench`
- `/blueprints/personal-knowledge-model-garden`
- `/reference/runtime-cli-commands`
- `.uai/v2.6.0-evolution-dashboard.uai`
- `data/evolution_lab_sample_population.json`

The active memory records that future work should continue to favor positive, useful, builder-oriented content: dashboards, diagrams, local experiments, Genome and FitnessVector schemas, model portfolios, specialist routing, novelty archives, and release packets. Extended caution and pathology treatment should be directed to Cognivirus.com.