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Tracking: minor findings from the 2026-08 repo-wide audit (triage list)

Status: Open.

#513 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

Visualization tests assert tautologies, and test_themes leaks a theme into every later test in the worker

Status: Open.

#512 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

Performance "baselines" in tests/perf/ cannot fail: no assertions, no stored baseline, and disabled under the default -n auto

Status: Open.

#511 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

Test tiers are documented but unused: -m "not slow" skips nothing and -m "not dataset" still hits the network

Status: Open.

#510 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

ECharts adapter: annotations land on the wrong panel, missing data fields silently plot as 0, and short colour lists silently drop marks

Status: Open.

#509 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

Remote dataset loaders have no timeout: distillateflow() / oildoe() hang forever against a black-holing host

Status: Open.

#508 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

Release pipeline: workflow_dispatch skips the version guard, the SBOM includes build tooling, and make release bypasses the gate entirely

Status: Open.

#507 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

MCP server publishes no per-tool JSON Schema: every tool appears to clients as (**kwargs)

Status: Open.

#506 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

PCA / PLS / OPLS mutate constructor parameters inside fit(), breaking the sklearn clone contract that cross_validate depends on

Status: Open.

#505 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

NIPALS convergence tests are absolute, not scale-relative: 1000 iterations on large-magnitude data, instant "convergence" on tiny data

Status: Open.

#504 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

MBPCA / MBPLS hardcode default_rng(0) in fit() and expose no random_state

Status: Open.

#503 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026

TPLS: fit() and diagnose() compute two different Hotelling's T2 for the same rows

Status: Open.

#502 In kgdunn/process-improve;

· kgdunn opened on Aug 15, 2026