GitHub
network-meta-analysis
Network meta-analysis for comparing multiple treatments
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GitHub
manuscript-writing
Use when writing systematic review manuscript sections following PRISMA 2020 guidelines. Covers abstract, introduction, methods, results, and discussion drafting for medical journals. Invoke for academic writin...
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GitHub
risk-of-bias
Risk of bias and quality assessment for systematic reviews
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GitHub
meta-analysis
Use when performing meta-analysis, pooling study data, generating forest plots, funnel plots, assessing heterogeneity, or conducting subgroup and sensitivity analyses. Invoke for any statistical synthesis of mu...
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GitHub
data-extraction
Use when extracting structured data from medical research PDFs, parsing study characteristics, patient demographics, outcomes, and results. Invoke for systematic review data collection from papers.
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GitHub
neurosurgery-literature
Use when searching for neurosurgery literature, developing PubMed search strategies, identifying MeSH terms, or building systematic search queries. Invoke for literature searching in neurosurgery topics.
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GitHub
risk-of-bias
Use when assessing risk of bias or study quality. Covers RoB 2 for RCTs, Newcastle-Ottawa Scale for cohorts, ROBINS-I for non-randomized interventions, and QUADAS-2 for diagnostic studies. Invoke for quality as...
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GitHub
tsa-integration
Trial Sequential Analysis for meta-analyses with information size calculations
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GitHub
data-extraction
Extract structured data from neurosurgical studies
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GitHub
neurosurgery-literature
Domain-specific literature search for neurosurgery systematic reviews
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GitHub
manuscript-writing
PRISMA-compliant manuscript drafting for systematic reviews
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GitHub
content-research-writer
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from s...
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GitHub
gtm-wizard-architecture
GTM Wizard project architecture, tech stack, and development patterns. Use when working on GTM Wizard features, understanding the codebase, or making architectural decisions. Includes monorepo structure, Pocket...
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GitHub
architecture-analysis
Comprehensive frontend architecture analyzer that identifies technology stacks, build tools, and architectural patterns. Use when you need to quickly understand a project's structure, dependencies, and technica...
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GitHub
langchain-10
Comprehensive assistance with LangChain_1.0
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GitHub
figma-to-compose
Generate Android Jetpack Compose UI from Figma using Figma Desktop MCP (get_metadata, get_variable_defs, create_design_system_rules, get_design_context, get_screenshot). Automatically detect icon/vector nodes i...
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GitHub
hello-world
A simple example skill that demonstrates the skills-as-mcp format. Use this skill when you want to test if skills are working correctly.
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GitHub
code-review
Review code for quality, bugs, security issues, and best practices. Use this skill when the user asks for code review, code analysis, or wants feedback on their code.
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GitHub
security-scanner
WHEN: Security scan, vulnerability detection, XSS/CSRF analysis, secret exposure, OWASP Top 10 WHAT: XSS/injection detection + hardcoded secrets + auth/authz issues + severity-based vulnerability list WHEN NOT:...
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GitHub
docker-reviewer
WHEN: Dockerfile review, multi-stage builds, layer optimization, docker-compose WHAT: Image optimization + Layer caching + Security scanning + Compose best practices + Build efficiency WHEN NOT: Kubernetes → k8...
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GitHub
orm-reviewer
WHEN: ORM code review, Prisma/TypeORM/SQLAlchemy/GORM patterns, lazy loading, transactions WHAT: Query efficiency + Lazy/eager loading + Transaction handling + N+1 prevention + Model design WHEN NOT: Raw SQL →...
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GitHub
rust-api-reviewer
WHEN: Rust API review with Actix-web/Axum/Rocket, async patterns, extractors, middleware WHAT: Async handlers + Extractors + State management + Error responses + Tower middleware WHEN NOT: General Rust → rust-r...
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GitHub
kotlin-spring-reviewer
WHEN: Spring Boot + Kotlin, Ktor backend review, coroutine-based server, WebFlux/R2DBC pattern checks WHAT: Spring Kotlin idioms + Coroutines integration + WebFlux patterns + Data class usage + Test strategies...
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GitHub
python-reviewer
WHEN: General Python code review, PEP8 compliance, type hints, Pythonic patterns WHAT: PEP8/style check + Type hint validation + Pythonic idioms + Error handling + Documentation WHEN NOT: FastAPI → fastapi-revi...
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