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CHANGELOG.md

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+# Changelog
+
+All notable changes to this project are documented in this file.
+
+## 3.2.5 - 2026-02-26
+
+### Added
+
+- Added Hugging Face publishing workflow: `.github/workflows/publish_hf.yml`.
+- Added Hugging Face publishing script and templates:
+  - `scripts/release/publish_hf_assets.py`
+  - `deploy/hf_space/*`
+  - `hf/model_card/README.md`
+- Added bilingual Hugging Face publishing docs:
+  - `docs/en/HF_PUBLISHING.md`
+  - `docs/zh-CN/HF_PUBLISHING.md`
+
+### Changed
+
+- PyPI publish workflow now tries Trusted Publishing (OIDC) first and falls back to token.
+- Release guide now documents Trusted Publishing setup URL and HF token usage.
+- Added `examples-smoke` and `report-smoke` Make targets.
+
+## 3.2.4 - 2026-02-26
+
+### Added
+
+- Added release smoke benchmark script: `scripts/benchmarks/benchmark_release_smoke.py`.
+- Added fixed benchmark report hub and artifacts folder under `docs/reports/`.
+- Added bilingual architecture entry and release report links in docs index.
+
+### Changed
+
+- README upgraded with bilingual landing section (Chinese + English quick entry).
+- CI/Makefile now include `examples/` in static checks.
+- CI test job now runs example smoke scripts.
+
+## 3.2.3 - 2026-02-26
+
+### Added
+
+- Added `SUPPORT.md` for issue routing and maintainer response expectations.
+- Added bilingual FAQ docs (`docs/zh-CN/FAQ.md`, `docs/en/FAQ.md`).
+- Added bilingual architecture visual docs with Mermaid flows (`docs/zh-CN/ARCHITECTURE_VISUAL.md`, `docs/en/ARCHITECTURE_VISUAL.md`).
+- Added runnable examples under `examples/` for minimal inference, migration loading, and tiny training.
+
+### Changed
+
+- Expanded docs index and root README navigation to include support and examples.
+- Upgraded release guide with GitHub Actions-first publish flow and failure recovery notes.
+
+## 3.2.2 - 2026-02-26
+
+### Changed
+
+- Release workflow now uses `skip-existing: true` to make manual/duplicate publish runs idempotent.
+- CI compatibility improved for Python 3.9 type annotations and current legacy code style checks.
+
+## 3.2.1 - 2026-02-27
+
+### Added
+
+- Standard package layout under `cortexnet/`
+- Open-source docs: `README.md`, `ARCHITECTURE.md`, `MODULE_MAP.md`
+- Full bilingual documentation hub under `docs/` (architecture book, whitepaper, quickstart, training/deployment, compatibility, benchmarking, roadmap, API reference, open-source guide)
+- Governance docs: `CONTRIBUTING.md`, `SECURITY.md`, `CODE_OF_CONDUCT.md`
+- GitHub templates and workflows for CI and publishing
+- Security/dependency automation: `codeql.yml`, `dependabot.yml`
+- Developer productivity files: `.pre-commit-config.yaml`, `.editorconfig`, `Makefile`
+- Public CLI entrypoint: `python -m cortexnet` / `cortexnet` command
+- Public API contract tests: `tests/test_public_api.py`
+
+### Changed
+
+- Unified public model name to `CortexNet`
+- Reorganized scripts under `scripts/benchmarks`, `scripts/chat`, `scripts/eval`, `scripts/dev`
+- Improved `pyproject.toml` metadata and packaging backend
+
+### Fixed
+
+- Cleaned unused imports/variables and stale script paths
+- Aligned script-level run tests with current config defaults
+- Ensured full test/build/install verification pipeline passes