llm-patterns
AI-first application patterns, LLM testing, prompt management
AI-first application patterns, LLM testing, prompt management
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.
Pre-PR advisory check for deviations from the project spec. Read-only analysis.
Create parallel git worktrees for a batch of issues by label, with permissions and isolation.
Update project dependencies incrementally with testing between categories. Framework-agnostic.
Full issue workflow — fetch details, research, plan solution, implement, and verify.
Generate a hands-on QA testing guide with walkthrough scenarios and exploratory testing checklist.
Универсальные архитектурные стандарты проекта. Правила создания новых модулей (UI/Logic) и декомпозиции существующих. Гарантирует чистоту кода через использование composables, разделение ответственности и соблюдение соглашений об именовании.
Generate draw.io network diagrams — native .drawio files with CLI export (PNG/SVG/PDF), plus browser-based Mermaid/XML/CSV via MCP server. Use when creating network topology diagrams, generating architecture visuals, exporting diagrams to PNG or PDF, or building draw.io files from discovery data.
OpsMill Infrahub — infrastructure source of truth with versioned branches, schema-driven nodes, GraphQL queries, relationship traversal. Use when querying Infrahub for device inventory, browsing infrastructure schemas, creating a branch for a change proposal, running GraphQL queries against Infrahub, or reconciling Infrahub data with live device state.
UML and diagram generation via Kroki — class, sequence, activity, state, component, deployment, network, ER, C4, Mermaid, D2, Graphviz, BPMN, 27+ types. Use when generating a network diagram, creating a sequence diagram, drawing a rack layout, visualizing a protocol state machine, or producing architecture documentation.
ContainerLab network lab lifecycle management — authenticate, list, deploy, inspect, execute commands on, and destroy containerized network labs via the ContainerLab API. Use when deploying containerized network labs, spinning up SR Linux or cEOS topologies, running commands on lab nodes, or tearing down test environments.
Safe ACI policy change deployment - ServiceNow CR lifecycle, pre/post-change fault baselines, APIC policy application, automatic rollback on fault delta, and GAIT audit trail. Use when deploying ACI policy changes, creating tenants or EPGs, pushing config to APIC, or running a change window with rollback protection.