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Skillzwave

data-ai

4,940 agentic skills in this category

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Technical (2908)
Non-Tech (1129)
Showing 4037 agentic skills

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sql-translation

by Microck

Guide for adding SQL function translations to dbplyr backends. Use when implementing new database-specific R-to-SQL translations for functions like st...

81
B
TECHdatabase
+azure

technical-seo

by gtmagents

Use when diagnosing crawl/index issues, performance regressions, or structured data gaps.

60
D
TECHdatabase
Marketplace
+data analysis

component-search

by redpanda-data

This skill should be used when users need to discover Redpanda Connect components for their streaming pipelines. Trigger when users ask about finding ...

54
TECHdatabase
Marketplace
+api

flow-nexus-neural

by ruvnet

Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus

54
TECHmachine learning
Marketplace
+ci cd

hooks-automation

by ruvnet

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hook...

54
TECHmachine learning
Marketplace
+git

performance-analysis

by ruvnet

Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

54
data analysis
Marketplace

reasoningbank-with-agentdb

by ruvnet

"Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distilla...

54
TECHdatabase
Marketplace

stream-chain

by ruvnet

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

54
TECHdata analysis
Marketplace

cqrs-implementation

by wshobson

Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance...

54
TECHdatabase
Marketplace
+linux

data-quality-frameworks

by wshobson

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing valid...

54
TECHdata analysis
Marketplace
+ci cd

data-storytelling

by wshobson

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creat...

54
TECHdata analysis
Marketplace

database-migration

by wshobson

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating ...

54
TECHdatabase
Marketplace

dbt-transformation-patterns

by wshobson

Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building ...

54
TECHdata analysis
Marketplace
+machine learning+testing

debugging-strategies

by wshobson

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stac...

54
data analysis
Marketplace
+github

gdpr-data-handling

by wshobson

Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU ...

54
data analysis
Marketplace
+github

ml-pipeline-workflow

by wshobson

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, ...

54
TECHmachine learning
Marketplace

postgresql-table-design

by wshobson

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

54
TECHdatabase
Marketplace

projection-patterns

by wshobson

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performa...

54
TECHdatabase
Marketplace
+ci cd

spark-optimization

by wshobson

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow j...

54
TECHdata analysis
Marketplace

sql-optimization-patterns

by wshobson

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use ...

54
TECHdatabase
Marketplace

vector-index-tuning

by wshobson

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vect...

54
TECHdatabase
Marketplace
+terraform

book-sft-pipeline

by muratcankoylan

End-to-end system for creating supervised fine-tuning datasets from books and training style-transfer models. Covers text extraction, intelligent segm...

54
TECHmachine learning
Marketplace

dspy-ruby

by EveryInc

This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications. Use this when implementing ...

54
TECHmachine learning
Marketplace
+testing

analyzing-agentscope-library

by agentscope-ai

This skill provides a way to retrieve information from the AgentScope library for analysis and decision-making.

53
data analysis

error-tracking

by diet103

Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers,...

53
TECHdatabase
+monitoring

backend-dev-guidelines

by langfuse

Comprehensive backend development guide for Langfuse's Next.js 14/tRPC/Express/TypeScript monorepo. Use when creating tRPC routers, public API endpoin...

53
TECHdatabase
+javascript+api

add-uint-support

by pytorch

Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types...

53
TECHmachine learning

codex

by cexll

Execute Codex CLI for code analysis, refactoring, and automated code changes. Use when you need to delegate complex code tasks to Codex AI with file r...

52
TECHdata analysis
Marketplace

gemini

by cexll

Execute Gemini CLI for AI-powered code analysis and generation. Use when you need to leverage Google's Gemini models for complex reasoning tasks.

52
TECHdata analysis
Marketplace

query-builder

by clidey

Convert natural language questions into SQL queries. Activates when users ask data questions in plain English like "show me users who signed up last w...

51
TECHdatabase
+data analysis+image

schema-designer

by clidey

Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design schemas, or model data relationsh...

51
TECHdatabase

whodb

by clidey

Database operations including querying, schema exploration, and data analysis. Activates for tasks involving PostgreSQL, MySQL, MariaDB, SQLite, Mongo...

51
TECHdatabase

edgartools

by dgunning

Query and analyze SEC filings and financial statements using EdgarTools. Get company data, filings, XBRL financials, and perform multi-company analysi...

51
TECHdata analysis
+database

brightdata

by danielmiessler

Progressive four-tier URL content scraping with automatic fallback strategy.USE WHEN user says "scrape this URL", "fetch this page", "get content from...

50
TECHdata analysis
+github+api

fabric

by danielmiessler

Intelligent pattern selection for Fabric CLI. Automatically selects the right pattern from 242+ specialized prompts based on your intent - threat mode...

50
TECHdata analysis

research

by danielmiessler

Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analys...

50
TECHdata analysis

insforge-schema-patterns

by InsForge

Database schema patterns for InsForge including social graphs, e-commerce, content publishing, and multi-tenancy with RLS policies. Use when designing...

50
TECHdatabase
Marketplace
+security

claude-scientific-skills

by Microck

Comprehensive collection of 128+ ready-to-use scientific skills for Claude enabling research across biology, chemistry, medicine, genomics, and advanc...

50
F
data analysis

root-cause-tracing

by udecode

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call sta...

49
data analysis
Marketplace

browser-use

by Saik0s

AI-driven browser automation via Model Context Protocol

49
TECHmachine learning
Marketplace

handling-rust-errors

by hashintel

HASH error handling patterns using error-stack crate. Use when working with Result types, Report types, defining custom errors, propagating errors wit...

49
TECHdata analysis

adapting-transfer-learning-models

by jeremylongshore

This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests ...

49
TECHmachine learning
Marketplace

analyzing-capacity-planning

by jeremylongshore

This skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to assess c...

49
data analysis
Marketplace

analyzing-database-indexes

by jeremylongshore

Use when you need to work with database indexing.This skill provides index design and optimization with comprehensive guidance and automation.Trigger ...

49
TECHdatabase
Marketplace

analyzing-on-chain-data

by jeremylongshore

Perform on-chain analysis including whale tracking, token flows, and network activity.Use when performing crypto analysis.Trigger with phrases like "a...

49
TECHdata analysis
Marketplace
+networking

analyzing-query-performance

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger wi...

49
TECHdatabase
Marketplace
+data analysis

analyzing-text-sentiment

by jeremylongshore

This skill enables AI assistant to analyze the sentiment of text data. it identifies the emotional tone expressed in text, classifying it as positive,...

49
TECHdata analysis
Marketplace

analyzing-text-with-nlp

by jeremylongshore

This skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when th...

49
TECHdata analysis
Marketplace

building-automl-pipelines

by jeremylongshore

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows from ...

49
TECHmachine learning
Marketplace
+github+ci cd

building-classification-models

by jeremylongshore

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classifica...

49
TECHmachine learning
Marketplace
+ci cd+data analysis

building-neural-networks

by jeremylongshore

This skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used when...

49
TECHmachine learning
Marketplace
+networking

building-recommendation-systems

by jeremylongshore

This skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. it ...

49
TECHdata analysis
Marketplace

calculating-crypto-taxes

by jeremylongshore

Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules.Use when calculating crypto tax obligations.Trigger with phra...

49
data analysis
Marketplace

comparing-database-schemas

by jeremylongshore

Use when you need to work with schema comparison.This skill provides database schema diff and sync with comprehensive guidance and automation.Trigger ...

49
TECHdatabase
Marketplace

creating-data-visualizations

by jeremylongshore

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "gr...

49
data analysis
Marketplace

designing-database-schemas

by jeremylongshore

Use when you need to work with database schema design.This skill provides schema design and migrations with comprehensive guidance and automation.Trig...

49
TECHdatabase
Marketplace

detecting-data-anomalies

by jeremylongshore

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected de...

49
data analysis
Marketplace

detecting-performance-bottlenecks

by jeremylongshore

This skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performance ...

49
TECHdatabase
Marketplace

detecting-sql-injection-vulnerabilities

by jeremylongshore

Detect and analyze SQL injection vulnerabilities in application code and database queries.Use when you need to scan code for SQL injection risks, revi...

49
TECHdatabase
Marketplace
+security

engineering-features-for-machine-learning

by jeremylongshore

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use ...

49
TECHmachine learning
Marketplace
+data analysis+video

evaluating-machine-learning-models

by jeremylongshore

This skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics. it should be used when the user requests mo...

49
TECHmachine learning
Marketplace
+testing+monitoring

explaining-machine-learning-models

by jeremylongshore

This skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests exp...

49
TECHmachine learning
Marketplace

exploring-blockchain-data

by jeremylongshore

Query and analyze blockchain data including blocks, transactions, and smart contracts.Use when querying blockchain data and transactions.Trigger with ...

49
TECHdatabase
Marketplace
+data analysis

firestore-operations-manager

by jeremylongshore

Manage Firebase/Firestore operations including CRUD, queries, batch processing, and index/rule guidance.Use when you need to create/update/query Fires...

49
TECHdatabase
Marketplace

forecasting-time-series-data

by jeremylongshore

This skill enables AI assistant to forecast future values based on historical time series data. it analyzes time-dependent data to identify trends, se...

49
data analysis
Marketplace

generating-database-seed-data

by jeremylongshore

This skill enables AI assistant to generate realistic test data and database seed scripts for development and testing environments. it uses faker libr...

49
TECHdatabase
Marketplace

generating-orm-code

by jeremylongshore

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Trigge...

49
TECHdatabase
Marketplace

generating-test-data

by jeremylongshore

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with phr...

49
TECHdatabase
Marketplace

implementing-database-audit-logging

by jeremylongshore

Use when you need to track database changes for compliance and security monitoring.This skill implements audit logging using triggers, application-lev...

49
TECHdatabase
Marketplace
+security+monitoring

implementing-database-caching

by jeremylongshore

Use when you need to implement multi-tier caching to improve database performance.This skill sets up Redis, in-memory caching, and CDN layers to reduc...

49
TECHdatabase
Marketplace

managing-database-migrations

by jeremylongshore

Use when you need to work with database migrations.This skill provides schema migration management with comprehensive guidance and automation.Trigger ...

49
TECHdatabase
Marketplace

managing-database-partitions

by jeremylongshore

Use when you need to work with database partitioning.This skill provides table partitioning strategies with comprehensive guidance and automation.Trig...

49
TECHdatabase
Marketplace

managing-database-recovery

by jeremylongshore

Use when you need to work with database operations.This skill provides database management and optimization with comprehensive guidance and automation...

49
TECHdatabase
Marketplace

managing-database-replication

by jeremylongshore

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger wi...

49
TECHdatabase
Marketplace

managing-database-sharding

by jeremylongshore

Use when you need to work with database sharding.This skill provides horizontal sharding strategies with comprehensive guidance and automation.Trigger...

49
TECHdatabase
Marketplace

managing-database-tests

by jeremylongshore

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test the...

49
TECHdatabase
Marketplace
+testing

modeling-nosql-data

by jeremylongshore

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger with p...

49
TECHdatabase
Marketplace

monitoring-error-rates

by jeremylongshore

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and da...

49
TECHdatabase
Marketplace

optimizing-cloud-costs

by jeremylongshore

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automation.T...

49
data analysis
Marketplace

optimizing-deep-learning-models

by jeremylongshore

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize ...

49
TECHmachine learning
Marketplace

optimizing-sql-queries

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger wi...

49
TECHdatabase
Marketplace
+data analysis

performing-regression-analysis

by jeremylongshore

This skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generate...

49
TECHdata analysis
Marketplace

profiling-application-performance

by jeremylongshore

This skill enables AI assistant to profile application performance, analyzing cpu usage, memory consumption, and execution time. it is triggered when ...

49
TECHdata analysis
Marketplace

running-clustering-algorithms

by jeremylongshore

Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "clus...

49
data analysis
Marketplace

scanning-for-data-privacy-issues

by jeremylongshore

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'chec...

49
data analysis
Marketplace
+github

scanning-for-gdpr-compliance

by jeremylongshore

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR compl...

49
data analysis
Marketplace
+github

simulating-flash-loans

by jeremylongshore

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "analyz...

49
data analysis
Marketplace

splitting-datasets

by jeremylongshore

Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "data...

49
TECHmachine learning
Marketplace

tracking-model-versions

by jeremylongshore

This skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin. it should be used when the user as...

49
TECHmachine learning
Marketplace

training-machine-learning-models

by jeremylongshore

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, tr...

49
TECHmachine learning
Marketplace

tuning-hyperparameters

by jeremylongshore

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to max...

49
TECHmachine learning
Marketplace

validating-ai-ethics-and-fairness

by jeremylongshore

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessment, ...

49
TECHmachine learning
Marketplace

validating-database-integrity

by jeremylongshore

Use when you need to ensure database integrity through comprehensive data validation.This skill validates data types, ranges, formats, referential int...

49
TECHdatabase
Marketplace

seed-packs

by etewiah

Create and manage seed packs for PropertyWebBuilder. Use when creating new scenario-based seed data bundles, adding properties to packs, or setting up...

49
data analysis

function-call-tracing

by gadievron

Instrument C/C++ with -finstrument-functions for execution tracing and Perfetto visualization

48
data analysis

line-execution-checker

by gadievron

Check if specific lines were executed using gcov data

48
data analysis

model-trainer

by huggingface

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs in...

48
TECHmachine learning
Marketplace
+security+monitoring

automating-database-backups

by jeremylongshore

Use when you need to automate database backup processes with scheduling and encryption.This skill creates backup scripts for PostgreSQL, MySQL, MongoD...

48
TECHdatabase
Marketplace

building-classification-models

by jeremylongshore

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classifica...

48
TECHmachine learning
Marketplace
+ci cd+data analysis

running-clustering-algorithms

by jeremylongshore

Execute clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or "g...

48
data analysis
Marketplace