Merge pull request #703 from yzhao062/development

v3.6.2: security release (CVE-2026-15529)

Merge pull request #700 from yzhao062/development

Release v3.6.1: pythresh v1, EmbeddingOD air-gapped encoder, DataFrame fix

Merge pull request #694 from yzhao062/development

Release v3.6.0: Audio Anomaly Detection Modality

Merge pull request #688 from yzhao062/development

v3.5.4: KB-tools API and claims-honesty remediation

Merge pull request #687 from yzhao062/fix/685-686-kwargs-and-random-s…

…tate

v3.5.2: random_state plumbing through ADEngine + LUNAR + LODA + EmbeddingOD

Merge pull request #683 from yzhao062/development

v3.5.1: external-PR review pass + NSF POSE Phase II acknowledgment

Merge pull request #681 from yzhao062/development

v3.5.0: sustainable cross-version model persistence

Release v3.4.0

docs: convert README inline links to anonymous references for PyPI re…

…ndering

twine 6.2.0 rejects the v3.3.0 long_description because rST sees duplicate
named targets (55x `example`, 3x `ADBench`, 2x `NLP-ADBench`) created by
single-underscore inline links. Anonymous references (`text <url>`__)
do not create named targets, so the duplication goes away. Each of the
121 inline external links in README.rst is converted; no other content
changes. v3.2.1 had the same warning but older twine accepted it.

Merge pull request #665 from yzhao062/development

v3.2.1: skill API correctness + demo redesign + safety net