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AI & LLM
LLM integrations, prompt engineering, and AI orchestration
API rate limiting and quota management implementation. Use when implementing request throttling, API quotas,...
Python language expertise for writing idiomatic, production-quality Python code. Covers web frameworks (FastAPI,...
Designs and optimizes prompts for large language models including system prompts, agent signals, and few-shot...
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Evaluates machine learning models for performance, fairness, and reliability using appropriate metrics and...
Fix markdown table alignment and spacing issues. Use when formatting tables in markdown files, aligning columns,...
REQUIRED skill for creating Loom execution plans. Designs DAG-based plans with mandatory knowledge-bootstrap and...
Comprehensive logging and observability patterns for production systems including structured logging, distributed...
Kubernetes node autoscaling and cost optimization with Karpenter. Use when implementing node provisioning, spot...
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Go language expertise for writing idiomatic, production-quality Go code. Use for Go development, concurrency...
Manages Git operations including branching strategies, commit conventions, merge workflows, conflict resolution, and...
Feature flag patterns for controlled rollouts, A/B testing, kill switches, and runtime configuration. Use when...
Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas. Use when...
Comprehensive error handling patterns and strategies including Rust Result/Option, API error responses, data...
End-to-end testing patterns and best practices for web applications using Playwright, Cypress, Selenium, and...
Creates and maintains technical documentation including API docs, README files, architecture docs, changelogs, ADRs,...
Creates and optimizes Docker configurations including Dockerfiles, docker-compose files, and container...
Create technical diagrams using Mermaid syntax for architecture, sequences, ERDs, flowcharts, and state machines....
Scans project dependencies for known vulnerabilities, outdated packages, and license compliance issues. Supports...
Systematically diagnoses and resolves software bugs, test failures, data quality issues, and performance problems...
Designs database schemas, data models, relationships, indexes, and migrations for relational, NoSQL, time-series,...
Creates effective data visualizations, charts, dashboards, and reports across analytics, infrastructure monitoring,...