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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyzes uploaded Excel and CSV files with SQL through DuckDB, producing schema inspections, statistical summaries and exports to CSV, JSON or Markdown. | bytedance/ | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 2 | 2.Chdb SQL A skill your agent uses when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse… | vemetric/ | 394 | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | 3.Kolo Kolo is a text-based Python debugger that captures every executed function, return value, local variable, HTTP request, and SQL query into greppable trace files. | koloai/ | 525 | — | ~1.2k | Automated safety check: Pass | No licence | 5 mo ago |
| 4 | Authoring playbook for building agents that write, edit, review, or refactor code. | mastra-ai/ | 29k | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 5 | Inspects, queries and carefully modifies the MoviePilot SQLite or PostgreSQL database through a bundled script that reads connection settings itself, without needing the password in the prompt. | jxxghp/ | 12k | — | ~7.1k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 6 | Validates SQL schema files for compliance with internal safety and naming policies. | rominirani/ | 591 | — | ~264 | Automated safety check: Pass | No licence | 3 mo ago |
| 7 | 7.Modeler Build, validate, and manage semantic models using Sidemantic. | sidequery/ | 129 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | A skill your agent uses when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. | apache/ | 606 | — | ~7.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Shared, dependency-free Python helpers for the agent fleet - dashboard API (memory, messages, kanban), Telegram MarkdownV2 escaping, and rule-based Mail.app triage. | Szotasz/ | 115 | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 10 | 10.Gaik Toolkit GAIK toolkit overview and reference. An agent skill from GAIK-project/gaik-toolkit. | GAIK-project/ | 100 | — | ~5.7k | Automated safety check: Pass | MIT | yesterday |
| 11 | Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis. | warpdotdev/ | 825 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 12 | 12.Ravendb Read this before writing any RavenDB query, client call or /databases/ request. | ravendb/ | 115 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 13 | Query and analyze NKI kernel profile data from neuron-explorer parquet files. | uw-syfi/ | 103 | — | ~4.3k | Automated safety check: Pass | MIT | yesterday |
| 14 | Python 遗留代码审查:bare except、SQL 注入、反序列化、密钥、调试输出. An agent skill from liuyanghejerry/Clausura. | liuyanghejerry/ | 204 | — | ~164 | Automated safety check: Pass | MIT | 8 days ago |
| 15 | Runs read-only SQL queries and schema exploration against PostgreSQL databases declared in .env, chosen by label or index, with writes blocked unless a connection allows them. | evolution-foundation/ | 544 | — | ~1.8k | Automated safety check: Notes | Unknown | 4 mo ago |
| 16 | Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows. | oracle/ | 872 | — | ~1.4k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 17 | Generates production-ready analysis code in Python, R, SQL. An agent skill from liangdabiao/claude-data-analysis-ultra-main. | liangdabiao/ | 290 | — | ~513 | Automated safety check: Pass | No licence | 5 mo ago |
| 18 | 18.Paperclip Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. | K-Dense-AI/ | 48k | 1 repo | ~3.2k | Automated safety check: Notes | MIT | 2 days ago |
| 19 | Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI. | Kilo-Org/ | 189 | 1 repo | ~3.1k | Automated safety check: Pass | Unknown | 9 days ago |
| 20 | Python backend for Databricks Apps — FastAPI (default), Flask, Dash, Streamlit, Gradio, Reflex. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 21 | 生成用于测试的逼真虚拟数据集,支持自定义列、约束条件及输出格式(CSV、JSON、SQL、Python 脚本)。适用于创建测试数据、构建模拟数据集,或为开发和演示生成示例数据。 | killvxk/ | 167 | — | ~595 | Automated safety check: Pass | MIT | 6 mo ago |
| 22 | Comprehensive Snowflake development assistant covering SQL best practices, data pipeline design (Dynamic Tables, Streams, Tasks, Snowpipe), Cortex AI functions, Cortex Agents, Snowpark Python, dbt… | sickn33/ | 47k | 2 repos | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 23 | A skill your agent uses when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python… | alirezarezvani/ | 28k | — | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | A skill your agent uses when working with OpenSearch vector search edition via the Python SDK (ha3engine) to push documents and run HA/SQL searches. | cinience/ | 397 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 26 | JeecgBoot Online表单(cgform)全生命周期管理——通过API自动创建/编辑数据库表和表单配置, 支持单表、主子表、树表,26种控件类型,以及JS/Java/SQL增强、权限配置、数据CRUD、积木报表集成。 | jeecgboot/ | 237 | — | ~7.7k | Automated safety check: Pass | Apache-2.0 | 20 days ago |
| 27 | Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. | databricks/ | 345 | 1 repo | ~8.6k | Automated safety check: Pass | Unknown | yesterday |
| 28 | A skill your agent uses when building Script Reports, Query Reports, dashboard charts, or Number Cards in ERPNext. | Impertio-Studio/ | 187 | — | ~2.8k | Automated safety check: Pass | MIT | 20 days ago |
| 29 | A skill your agent uses when building Query Reports, Script Reports, or configuring Report Builder, including chart data integration. | Impertio-Studio/ | 187 | — | ~2.3k | Automated safety check: Pass | MIT | 20 days ago |
| 30 | 30.Sast Sqli Detect SQL injection vulnerabilities in a codebase using a three-phase approach: recon (find unsafe SQL construction sites), batched verify (trace user input to those sites in parallel subagents, 3… | utkusen/ | 1.3k | — | ~6k | Automated safety check: Pass | MIT | 6 mo ago |
| 31 | Comprehensive cheat sheet for using the Pathling Python API. | aehrc/ | 137 | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | Query the grapher MySQL database (local dev, a branch's staging server, or production via the public Datasette) and verify indicators and charts on a staging server. | owid/ | 158 | — | ~731 | Automated safety check: Pass | MIT | today |
| 33 | 33.Gorm Expert GORM v2 最佳实践与性能优化。适用于:代码审查、慢查询优化、N+1、连接池、 事务管理、分库分表、Prometheus/OTel监控、Session安全、Clause/Upsert、 缓存集成、BaseModel脚手架、SQL→struct生成、多租户隔离。 | LeoYeAI/ | 2.2k | — | ~3.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 34 | Diagnoses and resolves Amazon RDS for Oracle connectivity, authentication, networking, and driver troubleshooting. | aws/ | 2.8k | — | ~6.2k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | Execute code and manage compute on Databricks: run Python/Scala/SQL/R via serverless, classic, or interactive clusters, and create/resize/delete clusters and SQL warehouses. | databricks/ | 345 | — | ~2.3k | Automated safety check: Pass | Unknown | yesterday |
| 36 | Fix psycopg2 "could not receive data from server: Operation timed out" or "connection already closed" errors when using Cloud SQL with long-running Python scripts. | divinevideo/ | 265 | — | ~1.1k | Automated safety check: Pass | MPL-2.0 | today |
| 37 | Fix psycopg2 "IndexError: tuple index out of range" when using LIKE with parameterized queries. | divinevideo/ | 265 | — | ~1.1k | Automated safety check: Pass | MPL-2.0 | today |
| 38 | Query and download NCI Imaging Data Commons (IDC) cancer radiology and pathology datasets via the idc-index Python client. | majiayu000/ | 666 | 1 repo | ~4.7k | Automated safety check: Pass | MIT | today |
| 39 | 智数分析专家团的核心分析引擎技能,提供数据源连接、查询执行、分析工作流编排和安全沙盒执行的完整能力框架. An agent skill from infometa/workbuddyskills. | infometa/ | 342 | — | ~855 | Automated safety check: Pass | No licence | yesterday |
| 40 | Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, administration, app development, performance, security, migrations, and agent-safe database workflows. | Kilo-Org/ | 189 | — | ~1.1k | Automated safety check: Pass | Unknown | 9 days ago |
| 41 | Guide for cohort-based analytics including retention analysis, customer lifetime value calculation, behavioral segmentation, funnel analysis, and time-based cohort tracking with Python and SQL… | FerroxLabs/ | 608 | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |