All Automations
133 automations in the catalog
Progressive Context Retrieval
Solve subagent context starvation and overflow
Project Guidelines Template
Template for custom project skills
Prompt Optimization
Systematic prompt improvement with A/B testing
Python Patterns
PEP 8, type hints, dataclasses, async
Python Testing
pytest, fixtures, mocking, hypothesis
PyTorch Deep Learning
Training pipelines, mixed precision, distributed
Quality Nonconformance
NCR, CAPA, root cause analysis, ISO 9001
Regex vs LLM Text Parsing
Decision framework for deterministic vs AI parsing
Research Before Code
Search for existing solutions before writing custom code
REST API Design
Resource naming, pagination, error responses, versioning
Returns & Reverse Logistics
RMA workflows, disposition, warranty claims
RFC-Driven DAG Pipeline
Quality gates, merge queues, work units
Rules Extraction
Distill cross-cutting principles from skill libraries
Rust Patterns
Ownership, traits, concurrency, error handling
Rust Systems Architect
Multi-crate Rust workspaces with enforcement boundaries and crypto integrity.
Rust Testing
Unit, integration, proptest, async testing
SHA-256 Cache Pattern
Content-hash caching with auto-invalidation
Skill Audit
Quality audit of skill and command libraries
Smart Lead Follow-Up for Service Businesses
Captures leads from your website, enriches them with context, and sends personalized follow-ups automatically.
Social Content Engine
Multi-platform content creation and repurposing
Spec-Driven Development
Plan-first development: no code until the spec is approved.
Spring Boot Patterns
Layered services, data access, caching
Spring Boot Security
Spring Security, CSRF, headers, rate limiting
Spring Boot TDD
JUnit 5, Mockito, Testcontainers