fix(reporting): return the top table inline so the report needs no re-read

fix(scoring): resolve gene symbols from var; never let a sample filter no-op

fix(scoring): close the six PROGENy per-sample gaps from the GSE205154 eval

style: apply ruff lint --fix + ruff format across the tree

feat(loveless): ADR-0006 + agent-side sc serving scaffold

refactor(loader): centralize authenticated URL->local resolution

fix(loader): authenticate huggingface.co downloads via HF_TOKEN

fix: load bulk-dataset h5ad/CSV from URLs, not just local paths

Lint cleanup: remove unused imports, empty f-strings, split import lines

Fix 7 pre-existing test failures

Improve agent accuracy: guardrails, routing rules, and workflow examples

Refactor manifest/metadata to separate semantics from runtime counts

Remove dead code and standardize MCP tool return schemas

Add PDAC dataset adapter, workflow, semantic, and analysis layers