codelibs

Use when cutting, shipping, publishing, or tagging a recotem release, preparing a release PR, bumping the version for a release or for the next dev cycle, creating a GitHub Release, publishing to PyPI, or syncing recotem-docs after a release — even if the word "release" isn't used.

Create, train, and verify a recotem recommendation model from BigQuery, CSV, Parquet, or SQL data.

Automate Fess documentation updates across all languages (ja, en, de, es, fr, ko, zh-cn) for a new release. Updates documentation.rst, downloads.rst, index.rst, news.rst, and archives.rst for each language.

Use when the user asks to upgrade, bump, or update the version of a vector database engine (e.g. "upgrade opensearch", "bump qdrant to latest", "update elasticsearch version", "エンジンのバージョンを上げて").

Operate Fess via fessctl CLI (admin API client). Use when managing webconfigs, file/data configs, schedulers, users/roles/groups, dictionaries, access tokens, or any Fess admin resource from Claude. Covers CRUD on 22 resource types and cross-feature workflows like initial crawl setup.