All Skills

Next.js with Supabase and Drizzle ORM

Prevent semantic code duplication with capability index and check-before-write

React web development with hooks, React Query, Zustand

Save content to GROWI wiki with intelligent path suggestions. Use this skill when the user asks to save, store, or archive content to GROWI. Triggers on: "save to GROWI", "store this in the wiki", "save this page", or any request to persist content in GROWI. Also use when the user uploads a document and wants it stored in GROWI, or after a conversation session the user wants to capture as a wiki page. Also use when the user asks for a slower, higher-accuracy destination search ("use the Vault", "take your time and find the right place").

Analyze existing repositories, maintain structure, setup guardrails and best practices

Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration

Mobile UI patterns - React Native, iOS/Android, touch targets

Autonomous Testing Agent

PostHog analytics, event tracking, feature flags, dashboards

Firebase Firestore, Auth, Storage, real-time listeners, security rules

Shopify app development - Remix, Admin API, checkout extensions

Android Java development with MVVM, ViewBinding, and Espresso testing

Universal coding patterns, constraints, TDD workflow, atomic todos

Set up, launch, validate, and troubleshoot the AlphaProtein Novo (de novo enzyme design) ToolUniverse remote tool. Use when deploying or auditing this implementation.

Identify drug repurposing candidates via target-based, compound-based, and disease-based strategies. Combines drug-target-disease network reasoning with mechanism rationale, clinical-trial precedent, and patent/regulatory feasibility. Use for hypothesis-generating repurposing for orphan diseases, finding existing drugs for new indications, and prioritizing candidates by evidence and feasibility.

Set up, launch, validate, and troubleshoot the LIANA ToolUniverse remote tool and optionally relay it through ToolUniverse Connect. Use when deploying or auditing this implementation.

Gene-set enrichment analysis — GO (Biological Process, Molecular Function, Cellular Component), KEGG, Reactome pathway enrichment via clusterProfiler, gseapy, ORA, GSEA, plus g:Profiler for enrichment/ID conversion/ortholog mapping/SNP-to-gene annotation. Use for interpreting DEG lists, screen hit lists, or any gene-list-to-pathways query. Includes simplify-cutoff handling and union-vs-total denominator conventions for percent-DE questions.

Protein-protein interaction (PPI) network analysis — STRING (predicted + experimental), BioGRID (curated), SASBDB (small-angle scattering), Complex Portal (curated complex membership and stoichiometry, includes CORUM data). Distinguishes physical interactions (binding) from functional associations (co-expression, co-regulation). Use for interactome queries, complex partner identification, curated complex composition lookup, and pathway-level interaction analysis.

Set up, launch, validate, and troubleshoot the Milo ToolUniverse remote tool and optionally relay it through ToolUniverse Connect. Use when deploying or auditing this implementation.

Set up, launch, validate, and troubleshoot the LDSC ToolUniverse remote tool and optionally relay it through ToolUniverse Connect. Use when deploying or auditing this implementation.

Cross-species genetic analysis using model organism databases (MGI mouse, IMPC systematic knockout phenotyping, ZFIN zebrafish, FlyBase fruit fly, WormBase worm, SGD budding yeast plus protein-domain/PTM/literature detail, PomBase fission yeast, RGD rat, GeneNetwork systems-genetics/eQTL panels, HumanMine/MouseMine cross-species data-warehouse search, GBIF taxonomy) plus VEuPathDB for eukaryotic pathogens (Plasmodium, Toxoplasma, fungi, vectors). Maps human genes to orthologs, retrieves phenotype/expression/functional data, assesses gene function conservation, and identifies the best animal model for studying a human gene or disease.

Stem cell, iPSC, and organoid research — pluripotency markers, differentiation protocol pathways, lineage commitment factors, organoid model selection. Use for iPSC characterization, differentiation protocol design via developmental-pathway recapitulation, and organoid-model selection for disease modeling.

Drug and chemical toxicity assessment via adverse outcome pathways (AOPs), real-world FAERS adverse event signals, FDA labels, toxicogenomic associations, and EPA CompTox quantitative hazard/high-throughput bioactivity data. Triangulates molecular initiating event to cellular outcome to organ-level toxicity to clinical adverse event. Use for hepatotoxicity/cardiotoxicity/nephrotoxicity prediction and toxicology reports.

Set up, launch, validate, and troubleshoot the DepMap 24Q2 ToolUniverse remote tool and optionally relay it through ToolUniverse Connect. Use when deploying or auditing this implementation.