AI Skills

python-code-style

Python code style, linting, formatting, naming conventions

python-configuration

Python configuration management via environment variables and typed settings

python-design-patterns

Fundamental design principles for writing maintainable, testable Python code

python-error-handling

Python error handling patterns including input validation

python-observability

Python observability patterns including structured logging, metrics

python-packaging

Create distributable Python packages

python-performance-optimization

Profile and optimize Python code

python-project-structure

Python project organization, module architecture, and public API design

python-resilience

Python resilience patterns including automatic retries, exponential backoff

python-resource-management

Python resource management

python-testing-patterns

Comprehensive testing strategies for Python

python-type-safety

Python type safety with type hints, generics, protocols

quantized-export

Export a promoted fine-tuned model in the right deployment format

rag-implementation

Build knowledge-grounded LLM applications

react-modernization

Upgrade React applications to latest versions

react-native-design

Cross-platform mobile apps

review-agent-setup

Configure human-in-the-loop gating for AI agent review actions in Claude Code

risk-metrics-calculation

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino

rust-async-patterns

Production patterns for async Rust

saga-orchestration

Implement saga patterns for distributed transactions

sast-configuration

Configure Static Application Security Testing

scan

Scans the codebase to generate project-doc.md and AGENTS.md

screen-reader-testing

Test web applications with screen readers including VoiceOver, NVDA, and JAWS

secrets-management

Implement secure secrets management for CI/CD pipelines

security-requirement-extraction

Transform threat analysis into actionable security requirements

service-mesh-observability

Implement comprehensive observability

session-guard

Working on complex multi-step tasks, when a session is getting long

shellcheck-configuration

Master ShellCheck static analysis configuration and usage

signed-audit-trails-recipe

Step-by-step cookbook

similarity-search-patterns

Implement efficient similarity search with vector databases

slo-implementation

Define and implement Service Level Indicators

social-publishing

Schedule and publish social media posts across 13 platforms

solidity-security

Comprehensive smart contract security patterns, vulnerability prevention

spark-environment-setup

Set up a working ML training/inference environment on NVIDIA DGX Spark

spark-memory-thermal-ops

Manage unified memory

spark-optimization

Optimize Apache Spark jobs

spark-training-gotchas

Preflight and diagnose the ten known failure modes

startup-financial-modeling

Build comprehensive 3-5 year financial models

startup-metrics-framework

Track, calculate, and optimize key performance metrics for SaaS, marketplace

stride-analysis-patterns

Apply STRIDE methodology to systematically identify threats

superself

A project keeps its state in Superself

task-coordination-strategies

Decompose complex tasks, design dependency graphs

team-communication-protocols

Structured messaging protocols

team-composition-analysis

Design optimal team structures, hiring plans, compensation strategies

team-composition-patterns

Design optimal agent team compositions

temporal-python-testing

Test Temporal workflows with pytest, time-skipping, and mocking strategies

terraform-module-library

Reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure

threat-mitigation-mapping

Map identified threats to appropriate security controls and mitigations

trace-to-training-data

Convert evaluation traces and production logs into SFT examples

track-management

Creating, managing, or working with Conductor tracks