research-multi-stage-machine-learning
Build multi-stage search pipelines that separate recall from precision for discovering datasets, documents, or resources from heterogeneous metadata catalogs.…
Skills
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Updated 11-05 00:16
Data & analytics
17,418 results
ruleflow-generating-reusable-program
Optimize Pandas code by discovering per-program improvements, generalizing them into reusable rewrite rules, and applying those rules as a lightweight compiler…
subreddit-analyst
Analyze one subreddit over a defined period, and optionally assess its fit for any named startup, product, service, brand, or idea. Use for community deep…
uw-analyze-database
Use when analyzing the database layer including schema, migrations, ORM configuration, and data access patterns
uw-analyze-messaging
Use when analyzing event-driven systems, message queues, async processing, and pub/sub patterns
uw-dashboard
Use to visually explore the rebuild knowledge graph. Builds and launches the Unwind dashboard (React + React Flow + ELK) pointed at…
awsclaw-glue
Manage AWS Glue ETL jobs, triggers, crawlers, databases, tables, workflows, and connections using awsclaw. Create, update, and delete resources, inspect crawl…
awsclaw-rdsdata
Run SQL queries and manage transactions on Amazon Aurora Serverless and RDS clusters with Data API enabled using awsclaw. Execute statements, batch operations,…
awsflow-dynamodb
Manage Amazon DynamoDB tables and items using awsflow. Create/delete/update tables, query and scan data, CRUD operations on items, manage TTL, backups, global…
awsflow-emr
Manage and inspect AWS EMR clusters, steps, instances, studios, notebook executions, release labels, security configurations, and managed scaling using…
awsflow-rdsdata
Run SQL queries and manage transactions on Amazon Aurora Serverless and RDS clusters with Data API enabled using awsflow. Execute statements, batch operations,…
kanban233
Develop, build, test, and deploy the kanban233 Go 1.26 Kanban web server. Use when working on kanban233 features, server.yaml config, SQLite/Postgres…
neo4j-vector-search-skill
Use when setting up vector indexes in Neo4j, running vector similarity search, embedding data into the graph (storing embeddings on nodes), using the SEARCH…
okp-search
Search and navigate knowledge in the Open Knowledge Protocol. For consuming agents: first read the domain README → filter/search precisely by schema → light list → closely read a few → navigate along links.
tanstack-start-loaders
Load data for TanStack Start routes using beforeLoad and loader functions. Use when fetching data for pages, implementing route guards, or setting up route…
ai-data-engineering
Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature serving, or data transformations.…
codebase-librarian
Create a comprehensive inventory of a codebase. Map structure, entry points, services, infrastructure, domain models, and data flows. Pure documentation—no…
content-refresher
Identifies and updates outdated content to restore and improve search rankings. Analyzes content freshness, adds new information, updates statistics, and…
google-analytics
Query Google Analytics 4 (GA4) reports via the Analytics Data API v1 and list properties via the Admin API. Use when the user mentions Google Analytics, GA4,…
postgres-pro
Use when user needs PostgreSQL database administration, performance optimization, high availability setup, backup/recovery, or advanced PostgreSQL feature…
project-management
Project management and product requirements analysis. Use this skill when users need to create project plans, write PRD documents, manage tasks, or conduct requirements analysis.
quant-analyst
Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.
real-time-streaming
Use this skill when building real-time data pipelines, stream processing jobs, or change data capture systems. Triggers on tasks involving Apache Kafka…
supabase-postgres-best-practices
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or…