AI Skills

gsap-scrolltrigger

Scroll-driven animation with pinning and scrubbing

remotion-markup

Content, animation and effects best practices

ai-debt-detector

Use after generating code, after accepting AI suggestions

airflow-dag-patterns

Build production Apache Airflow DAGs

angular-migration

Migrate from AngularJS to Angular

anti-reversing-techniques

Understand anti-reversing, obfuscation

architecture-decision-records

Document significant technical decisions

async-python-patterns

Comprehensive guide to asyncio, concurrent patterns

attack-tree-construction

Build comprehensive attack trees to visualize threat paths

avoid-ai-writing

Audit and rewrite prose so it stops reading as machine-generated

backtesting-frameworks

Robust backtesting systems

bash-defensive-patterns

Master defensive Bash programming techniques for production-grade scripts

bats-testing-patterns

Master Bash Automated Testing System

bazel-build-optimization

Optimize Bazel builds for large-scale monorepos

before-you-build

Pre-build product and feature risk review for founders, product managers

billing-automation

Build automated billing systems for recurring payments, invoicing

binary-analysis-patterns

Master binary analysis patterns including disassembly, decompilation

block-no-verify-hook

Configure a PreToolUse hook to prevent AI agents

brand-landingpage

Brand-first landing page designer

changelog-automation

Automate changelog generation from commits following Conventional Commits

checkpoint-promotion

Gate fine-tuned checkpoints

code-review-excellence

Systematic code review practices for constructive feedback, bug detection

competitive-landscape

Analyze competition, identify differentiation opportunities

context-driven-development

Creates and maintains project context artifacts

cost-optimization

Optimize cloud costs across AWS, Azure, GCP

cqrs-implementation

Implement Command Query Responsibility Segregation for scalable architectures

data-quality-frameworks

Implement data quality validation

data-storytelling

Transform raw data into compelling narratives

database-migration

Execute database migrations across ORMs

dataset-curation

Prepare, format, and validate datasets

dbt-transformation-patterns

Master dbt (data build tool) for analytics engineering

debugging-strategies

Systematic debugging methodology

dependency-upgrade

Manage major dependency version upgrades

deployment-pipeline-design

Multi-stage CI/CD pipelines with approval gates and deployment orchestration

distributed-tracing

Implement distributed tracing

dotnet-backend-patterns

Production-grade C#/.NET patterns for APIs, MCP servers

e2e-testing-patterns

Comprehensive guide to building reliable

embedding-strategies

Select and optimize embedding models for semantic search and RAG applications

eval-harness-first

Build the evaluation harness that gates every fine-tuning run

evaluation-methodology

PluginEval quality methodology, covering dimensions, rubrics

event-store-design

Design and implement event stores for event-sourced systems

file-conversion

A local file converted between common image, audio, video, document

finetuning-method-selection

Decide whether to fine-tune at all, and route to the right method

gdpr-data-handling

GDPR-compliant data handling

git-advanced-workflows

Advanced Git history management

gitlab-ci-patterns

Build GitLab CI/CD pipelines

gitops-workflow

Implement GitOps workflows

go-concurrency-patterns

Master Go concurrency with goroutines, channels, sync primitives, and context

godot-gdscript-patterns

Production-ready GDScript patterns for Godot 4 game architecture

grafana-dashboards

Production-ready Grafana dashboards for system