10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 1740 ms

1. 1pandas-best-practicesverified and signedpassport

   skillmindrally/skillsrecord

   • pandas-best-practices

     Best practices for Pandas data manipulation, analysis, and DataFrame operations in Python

2. 2geopandasverified and signedpassport

   librarygeopandas/geopandasrecord13,584,164 downloads/month

   • pandas

3. 3daskverified and signedpassport

   librarydask/daskrecord25,670,440 downloads/month

   • pandas

4. 4clickhouse-best-practicesverified and signedpassport

   skillClickHouse/agent-skillsrecord

   • clickhouse-best-practices

     28 best practice rules for ClickHouse schema design, query optimization, and data ingestion — prioritized by impact

5. 5postgres-best-practicesverified and signedpassport

   skillneondatabase/postgres-skillsrecord

   • postgres-best-practices

     Best practices and guidelines for working with Postgres. Covers schema design, indexing strategies, query optimization, migrations, and common pitfalls. Use when writing SQL, designing database schemas, optimizing queries, or setting up a Postgres database.

6. 6polarsverified and signedpassport

   librarypola-rs/polarsrecord52,383,366 downloads/month

   • dataframe

7. 7write-queryverified and signedpassport

   skillanthropics/knowledge-work-pluginsrecord

   • write-query

     Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, et

8. 8PyAthenaverified and signedpassport

   libraryrecord14,819,922 downloads/month

   • pandas

9. 9awswranglerverified and signedpassport

   libraryaws/aws-sdk-pandasrecord85,252,234 downloads/month

   • pandas

10. 10supabase-postgres-best-practicesverified and signedpassport

    skillsupabase/agent-skillsrecord

    • supabase-postgres-best-practices

      Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS