Source

smithery/davila7

460 skills · 0 combined installs

Skills from this source

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Skill
Source
8W Activity
Installs
1
pydeseq2 Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR co…
smithery/davila7
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2
pydicom Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when rea…
smithery/davila7
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3
pylabrobot Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, cent…
smithery/davila7
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4
pymc-bayesian-modeling Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, post…
smithery/davila7
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5
pytdc Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molec…
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python-patterns Python development principles and decision-making. Framework selection, async patterns, type hints, project structure…
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7
pytorch-fsdp Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU…
smithery/davila7
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8
pytorch-lightning High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks syste…
smithery/davila7
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9
pyvene-interventions Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention frame…
smithery/davila7
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10
qa-test-planner Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Inclu…
smithery/davila7
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11
qdrant-vector-search High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG system…
smithery/davila7
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12
qms-audit-expert Senior QMS Audit Expert for internal and external quality management system auditing.
smithery/davila7
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13
quality-documentation-manager Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review.
smithery/davila7
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14
quality-manager-qmr Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies.
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quality-manager-qms-iso13485 ISO 13485 Quality Management System specialist for medical device companies.
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quantizing-models-bitsandbytes Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss.
smithery/davila7
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rag-engineer Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strat…
smithery/davila7
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18
railway-database Add official Railway database services (Postgres, Redis, MySQL, MongoDB).
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19
railway-deploy Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or …
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20
railway-deployment Manage Railway deployments - view logs, redeploy, restart, or remove deployments.
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21
railway-docs Fetch up-to-date Railway documentation to answer questions accurately. Use when user asks about Railway features, how…
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railway-domain Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, ch…
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railway-environment Query, stage, and apply configuration changes for Railway environments.
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railway-metrics Query resource usage metrics for Railway services. Use when user asks about resource usage, CPU, memory, network, dis…
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railway-new Create Railway projects, services, and databases with proper configuration.
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railway-projects List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a pro…
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27
railway-service Check service status, rename services, change service icons, link services, or create services with Docker images.
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railway-status Check current Railway project status for this directory. Use when user asks "railway status", "is it running", "what'…
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rdkit Cheminformatics toolkit for fine-grained molecular control.
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30
react-dev This skill should be used when building React components with TypeScript, typing hooks, handling events, or when Reac…
smithery/davila7
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react-patterns Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
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react-ui-patterns Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, hand…
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react-useeffect React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values,…
smithery/davila7
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Red Team Tools and Methodology This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automat…
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red-team-tactics Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
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36
reducing-entropy Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures succe…
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referral-program When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.
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38
regulatory-affairs-head Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies.
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39
remotion Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositi…
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remotion-best-practices Best practices for Remotion - Video creation in React
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requirements-clarity Clarify ambiguous requirements through focused dialogue before implementation.
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42
research-engineer An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero …
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research-grants Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budge…
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research-lookup Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRo…
smithery/davila7
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45
risk-management-specialist Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout prod…
smithery/davila7
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46
roier-seo Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/perf…
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47
rwkv-architecture RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), in…
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48
salesforce-development Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and class…
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schema-markup When the user wants to add, fix, or optimize schema markup and structured data on their site.
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scientific-brainstorming Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop…
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