Changes in version 0.3.1 Release maintenance - Registers the September 2026 ecosystem-methods article in the pkgdown article index so the complete documentation site builds successfully. - Adds exact-tag R CMD check triggering for immutable v* release tags and extends the matrix with Ubuntu oldrel-1. - Preserves the complete 0.3.0 scientific API, defaults, estimands, analysis contracts, modelling semantics, and interpretation boundaries. - The existing annotated v0.3.0 tag remains immutable and unchanged. Changes in version 0.3.0 (2026-08-23) - Added CRAN status, download, DOI, GitHub Actions, pkgdown, and license badges; added canonical CRAN, website, source, issue, and CRAN-check links; and documented CRAN and GitHub installation paths. - Synchronized README, package description, citation metadata, and pkgdown-facing release status for 0.3.0; README counts are now derived from the public NAMESPACE and vignette sources. - Added a common analysis-contract and provenance foundation for systematic 0.3.0 hardening. - Added sequence_capabilities(), audit_sequence_analysis(), and compare_sequence_analysis_results() for machine-readable capability, contract, and reproducibility audits. - Added deterministic contract, metamorphic, and adversarial test foundations plus a machine-readable public-API validation ledger. - Added auditable longitudinal and panel-sequence preparation, summaries, change metrics, and plots. - Added bounded non-contiguous subsequence enumeration, prevalence summaries, group comparisons, and plots. - Added optional mgcv-based time-varying state and transition models with participant random-effect support. - Added dependency-light multichannel and covariate-dependent categorical hidden Markov models. - Added design-aware permutation and bootstrap comparisons with explicit associational and causal guardrails. - Added six focused visualisation helpers, deterministic tests, an installed-package smoke test, and six synthetic articles. Changes in version 0.2.0 - Released the advanced standalone sequence-analysis API with 46 exported functions and 47 manual pages. - Added four integrated workflow articles, bringing the package website to nine synthetic, reproducible articles. - Prepared the complete reference and article collection for publication at the main package website. - Configured pkgdown so future validated master updates publish directly to the main website. - Added four integrated, user-oriented articles covering getting started, validation and preparation, method selection, and a reproducible synthetic case study. - Added the complete advanced sequence-analysis roadmap. - Added deterministic aligned-position consensus sequences and agreement summaries. - Added descriptive between-group state, transition, and length comparisons. - Added Levenshtein, LCS, optimal-matching, and transition-profile distances. - Added hierarchical, PAM, and CLARA clustering interfaces, validation metrics, representatives, ensembles, and stability resampling. - Added transition networks, centrality, communities, higher-order transition models, prediction, and sequence-level bootstrap intervals. - Added dependency-light categorical HMM and mixture-HMM estimation, decoding, summaries, and model-comparison tables. - Added optional adapters for TraMineR, arulesSequences, GrpString, seqHMM, igraph, and common gp3tools-style data frames. - Added four synthetic workflow articles, deterministic tests, and an end-to-end smoke test. - Initial public release. - Created the independent gp3sequences package scaffold. - Added MIT licensing and package-level documentation. - Added the initial testthat edition 3 infrastructure. - Defined the initial neutral scope and interpretation boundary. - Added the initial README and pkgdown website configuration. - Added a multi-platform GitHub Actions R CMD check workflow for macOS, Windows, Ubuntu release, and Ubuntu devel. - Added a GitHub Actions pkgdown workflow for automated website building and deployment. - Added audit_sequence_data() and validate_sequence_data() for structured input diagnostics. - Added prepare_sequence_data() with explicit missing-state, duplicate-position, repeated-state, duration, and unknown-state policies. - Added encode_sequence_data() for deterministic state dictionaries and transparent state codes. - Added summarise_sequence_states(), summarise_sequence_transitions(), and format_sequence_paths() for structural sequence summaries. - Added extract_sequence_ngrams() for deterministic contiguous motif enumeration with explicit overlap handling. - Added summarise_sequence_motifs(), filter_sequence_motifs(), and format_sequence_motifs() for transparent motif prevalence, filtering, and reporting. - Added summarise_sequence_motif_positions() and format_sequence_motif_positions() for deterministic structural location summaries. - Added dependency-free plot_sequence_motifs() and plot_sequence_motif_positions() visualisations plus a synthetic contiguous-motif workflow article.