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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

session-behavior

ederheisler

Core behavioral guidelines and interaction patterns for the agent. This skill provides the foundation for how the agent should communicate and behave across all interactions. Use this skill to establish consist...

GitHub

anthropic-skill-creator

ederheisler

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends the agent's capabilities with specialized knowledge, workflows, or...

GitHub

brainstorming

ederheisler

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

GitHub

finishing-a-development-branch

ederheisler

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

GitHub

writing-quality-tests

ederheisler

Use when designing or refactoring automated tests to make them high-signal, reliable, and maintainable across unit, integration, and end-to-end suites.

GitHub

python-code-patterns

ederheisler

Python code style and type hinting patterns. Use when writing or reviewing Python code to ensure consistent, modern type annotations and clean code structure. Covers modern type hints, import organization, comm...

GitHub

subagent-driven-development

ederheisler

Execute implementation plans in the current session by dispatching one subagent per mostly independent task with two-stage review (spec compliance, then code quality); avoid for tightly coupled or ambiguous tas...

GitHub

python-code-patterns

ederheisler

Python code style and type hinting patterns. Use when writing or reviewing Python code to ensure consistent, modern type annotations, clean code structure, and proper separation of concerns. Covers modern type...

GitHub

rapidata-use

trojblue

Use for Rapidata Python SDK tasks: authenticate with RapidataClient, submit labeling orders from datasets (compare/classification/ranking/free-text/locate/draw/select-words/timestamp), apply filters/settings/se...

GitHub

tf-module

duplocloud

Expert in creating Duplocloud Terraform modules following standard patterns. Use when creating terraform modules, tenants, infrastructures, app modules, or working with duplocloud/terraform-duplocloud-component...

GitHub

sqlmodel-mastery

AbdullahMalik17

Comprehensive SQLModel skill for Python database operations with SQL databases. Use when working with SQLModel for (1) Designing database models and table schemas, (2) Creating relationships between tables (for...

GitHub

init-bdd-project

lilliangreenberg

Initialize a new BDD-based CLI project from scratch with complete directory structure, Behave configuration, pyproject.toml, and template feature files. Use this skill when creating a new CLI application that w...

GitHub

generate-step-stubs

lilliangreenberg

Auto-generates Python step definition stubs from Gherkin feature files for BDD testing with Behave. Uses Behave's parser for accurate Gherkin parsing, intelligently infers parameter types, detects existing step...

GitHub

init-project-cookiecutter

lilliangreenberg

Initialize a new BDD-based CLI project using cookiecutter templates from Git repositories. This skill intelligently selects and fetches the appropriate template based on user requirements, supporting templates...

GitHub

get-current-date

egermano

Retrieves the current date in YYYY-MM-DD format. Use when the user needs to know today's date or requires the current date for any operation.

GitHub

data-validator

egermano

Validates data against specified rules including required field checks, email format validation, and numeric type verification. Use when the user needs to verify data integrity, validate form inputs, or check d...

GitHub

text-processor

egermano

Performs text manipulation operations including case conversion (uppercase, lowercase, capitalize), text reversal, and word counting. Use when the user needs to transform, analyze, or manipulate text strings.

GitHub

calculator

egermano

Performs basic arithmetic operations including addition, subtraction, multiplication, and division. Use when the user needs to calculate numerical results, perform math operations, or solve arithmetic problems.

GitHub

csrf-auth-debugger

allthriveai

Debug CSRF token issues and authentication problems including 403 Forbidden errors, cookie issues, JWT tokens, OAuth flows, and session management. Use when troubleshooting CSRF verification failed, 403 errors...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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