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llm-ai
411

llm-patterns

AI-first application patterns, LLM testing, prompt management

alinaqi
alinaqi
data-ai
open
wellness-health
411

treatment-plans

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.

K-Dense-AI
K-Dense-AI
lifestyle
open
academic
411

literature-review

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.).

K-Dense-AI
K-Dense-AI
research
open
academic
411

peer-review

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.

K-Dense-AI
K-Dense-AI
research
open
academic
411

venue-templates

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.

K-Dense-AI
K-Dense-AI
research
open
academic
411

research-grants

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.

K-Dense-AI
K-Dense-AI
research
open
scientific-computing
411

hypothesis-generation

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

K-Dense-AI
K-Dense-AI
research
open
real-estate-legal
411

drift-check

Pre-PR advisory check for deviations from the project spec. Read-only analysis.

joshukraine
joshukraine
business
open
data-engineering
411

commit

Stage and commit changes with intelligent Conventional Commits message generation and commit-splitting analysis.

joshukraine
joshukraine
data-ai
open
cicd
411

setup-sprint

Create parallel git worktrees for a batch of issues by label, with permissions and isolation.

joshukraine
joshukraine
devops
open
cicd
411

update-deps

Update project dependencies incrementally with testing between categories. Framework-agnostic.

joshukraine
joshukraine
devops
open
knowledge-base
411

resolve-issue

Full issue workflow — fetch details, research, plan solution, implement, and verify.

joshukraine
joshukraine
documentation
open
testing
411

qa-handoff

Generate a hands-on QA testing guide with walkthrough scenarios and exploratory testing checklist.

joshukraine
joshukraine
testing-security
open
machine-learning
408

loongflow

PEES (Plan-Execute-Evaluate-Summary) iterative problem-solving methodology with LoongFlow engine for complex tasks. Use when tasks need structured iteration, optimization, evolution, or when user mentions loongflow/PEES/PES.

baidu-baige
baidu-baige
data-ai
open
architecture-patterns
408

architecture-standards

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.

mysigmail
mysigmail
development
open
backend
408

drawio-diagram

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.

automateyournetwork
automateyournetwork
development
open
backend
408

infrahub-sot

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.

automateyournetwork
automateyournetwork
development
open
backend
408

uml-diagram

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.

automateyournetwork
automateyournetwork
development
open
cicd
408

clab-lab-management

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.

automateyournetwork
automateyournetwork
devops
open
cloud
408

aci-change-deploy

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.

automateyournetwork
automateyournetwork
devops
open
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