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Claude Skills by anubhavg-icpl
github.com/anubhavg-icpl5,039 skills15 installs5,335 views
- Sci Scientific WritingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions. Use when you need help with scientific writing.Votes: 0GitHub stars: 8
- Sci Scikit BioBiological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis. Use when you need help with scikit bio.Votes: 0GitHub stars: 8
- Sci ScveloRNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data. Complements Scanpy/scVI-tools for trajectory inference. Use when you need help with scvelo.Votes: 0GitHub stars: 8
- Sci TiledbvcfEfficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for population genomics. Use when you need help with tiledbvcf.Votes: 0GitHub stars: 8
- Sci Torch GeometricGuide for building Graph Neural Networks with PyTorch Geometric (PyG). Use this skill whenever the user asks about graph neural networks, GNNs, node classification, link prediction, graph classification, message passing networks, heterogeneous graphs, neighbor sampling, or any task involving torch_geometric / PyG. Also trigger when you see imports from torch_geometric, or the user mentions graph convolutions (GCN, GAT, GraphSAGE, GIN), graph data structures, or working with relational/network...Votes: 0GitHub stars: 8
- Sci Treatment PlansGenerate 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. Use when you need help with treatment p...Votes: 0GitHub stars: 8
- Sci Umap LearnUMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data. Use when you need help with umap learn.Votes: 0GitHub stars: 8
- Sci Venue TemplatesAccess 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. Use when you need help wi...Votes: 0GitHub stars: 8
- Sci Zarr PythonChunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines. Use when you need help with zarr python.Votes: 0GitHub stars: 8
- Scim Provisioning Gateway ValidatorRFC compliance validator for SCIM Provisioning Gateway implementations - SCIM schema/protocol, Bearer Token, request routing. Use when you need help with scim provisioning gateway validator.Votes: 0GitHub stars: 8
- Sd PrompterConfigure Stable Diffusion / Flux inference for a given prompt, style, and quality bar. Use when you need help with sd prompter.Votes: 0GitHub stars: 8
- Sd Toolkit ComposerCompose ControlNets, LoRAs, and IP-Adapters on top of an SD / Flux base for a given set of inputs. Use when you need help with sd toolkit composer.Votes: 0GitHub stars: 8
- Sd3 ExpertSD3 / SD3.5 Large, MMDiT architecture, T5-XXL prompting, differences from SDXL. Use when working with multimodal AI (images, audio, video) using sd3.Votes: 0GitHub stars: 8
- Sdxl ExpertStable Diffusion XL - base + refiner, LoRA, IP-Adapter, samplers, schedulers. Use when working with multimodal AI (images, audio, video) using sdxl.Votes: 0GitHub stars: 8
- Search PolicyPick a search strategy (ReAct, ToT, LATS, evolutionary) given task shape, token budget, and evaluator quality. Use when you need help with search policy.Votes: 0GitHub stars: 8
- Secret Management ExpertExpert in secret management with HashiCorp Vault, AWS Secrets Manager, and secure secrets handling. Use when performing security analysis, auditing, or hardening with secret management.Votes: 0GitHub stars: 8
- Security HardeningApplication security covering input validation, auth, headers, secrets management, and dependency auditing. Use when you need help with security hardening.Votes: 0GitHub stars: 8
- Security ReviewUse this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.Votes: 0GitHub stars: 8
- Security TestingExpert in security testing methodologies and penetration testing. Use when writing, running, or improving tests with security testing.Votes: 0GitHub stars: 8
- Self Improvement AuditorAudit a proposed self-improvement or constitutional AI pipeline before it runs at scale. Use when you need help with self improvement auditor.Votes: 0GitHub stars: 8
- Self Rag ExpertSelf-RAG — model decides when to retrieve and critiques evidence with reflection tokens. Use when building or optimizing retrieval-augmented generation pipelines with self rag.Votes: 0GitHub stars: 8
- Semantic Cache ExpertGPTCache, Helicone cache, LangChain semantic cache — embedding-based dedup for LLM apps. Use when evaluating, monitoring, or observing LLM performance with semantic cache.Votes: 0GitHub stars: 8
- Sentry DesignExpert in the Sentry design system - Error monitoring. Dark dashboard, data-dense, pink-purple accent. Use when building UI components, applying design tokens, or implementing visual styles for sentry.Votes: 0GitHub stars: 8
- Seq2seq PickerChoose encoder-decoder vs decoder-only for a new sequence-to-sequence task. Use when you need help with seq2seq picker.Votes: 0GitHub stars: 8
- Sequence Architecture PickerPick sequence architecture (RNN, transformer, SSM, hybrid) given length, throughput, and training budget. Use when you need help with sequence architecture picker.Votes: 0GitHub stars: 8
- Server After NonblockingUse after() for Non-Blocking Operations. Use when you need help with server after nonblocking.Votes: 0GitHub stars: 8
- Server Cache LruCross-Request LRU Caching. Use when you need help with server cache lru.Votes: 0GitHub stars: 8
- Server Cache ReactPer-Request Deduplication with React.cache(). Use when you need help with server cache react.Votes: 0GitHub stars: 8
- Server Parallel FetchingParallel Data Fetching with Component Composition. Use when you need help with server parallel fetching.Votes: 0GitHub stars: 8
- Server SerializationMinimize Serialization at RSC Boundaries. Use when you need help with server serialization.Votes: 0GitHub stars: 8
- Serverless ExpertExpert in serverless architecture with AWS Lambda, Azure Functions, and Google Cloud Functions. Use when you need deep expertise in serverless.Votes: 0GitHub stars: 8
- Setup And ToolingExpert in AI engineering development environments, tooling, and workflows from the AI Engineering from Scratch curriculum. Use when you need help with setup and tooling.Votes: 0GitHub stars: 8
- Sft ExpertSupervised fine-tuning fundamentals — chat templates, packing, completion-only loss, NEFTune. Use when fine-tuning, training, or adapting language models with sft techniques.Votes: 0GitHub stars: 8
- Sglang ExpertServe LLMs with SGLang's RadixAttention, structured outputs (compressed FSM), tensor parallel, DP-attention, and PD disaggregation. Use when deploying, running, or configuring local LLM inference with sglang.Votes: 0GitHub stars: 8
- Shadcn DesignExpert in the Shadcn design system - Shadcn/ui-inspired design with minimal, clean components, monochrome palette, and utility-first patterns. Use when building UI components, applying design tokens, or implementing visual styles for shadcn.Votes: 0GitHub stars: 8
- Shadcn ExpertExpert in shadcn/ui copy-paste pattern, registry system, CLI 3.0, and theming. Use when building web applications with shadcn.Votes: 0GitHub stars: 8
- Shadcn UiExpert in shadcn/ui component library, Radix primitives, Tailwind CSS styling, and accessible React components. Use when you need help with shadcn ui.Votes: 0GitHub stars: 8
- Sheldon CooperAdult Sheldon Cooper from The Big Bang Theory - theoretical physicist, genius, and master of social awkwardness with strict routines and roommate agreements. Use when you need help with sheldon cooper.Votes: 0GitHub stars: 8
- Shopify DesignExpert in the Shopify design system - E-commerce platform. Dark-first cinematic, neon green accent, ultra-light type. Use when building UI components, applying design tokens, or implementing visual styles for shopify.Votes: 0GitHub stars: 8
- Sim2real PlannerPlan a sim-to-real transfer pipeline for a given robot + task, covering DR, SI, and safety. Use when you need help with sim2real planner.Votes: 0GitHub stars: 8
- Simon Willison StyleSimon Willison — Datasette, LLM CLI, building in public, plugin architectures, daily practical AI. Use when you want code review, architecture advice, or opinions in the style of simon willison.Votes: 0GitHub stars: 8
- Simple Deck|. Use when you need help with simple deck.Votes: 0GitHub stars: 8
- Simple DesignExpert in the Simple design system - Straightforward, no-frills design with clean typography, neutral colors, and intuitive layouts that stay out of the way. Use when building UI components, applying design tokens, or implementing visual styles for simple.Votes: 0GitHub stars: 8
- Simpo ExpertSimple Preference Optimization — reference-free, length-normalized preference alignment. Use when fine-tuning, training, or adapting language models with simpo techniques.Votes: 0GitHub stars: 8
- Simulation DesignerDesign a generative-agent simulation (Smallville-style) for a given scenario. Specifies memory schema, reflection cadence, plan horizon, spatial/social constraints, and evaluation metrics. Use when you need help with simulation designer.Votes: 0GitHub stars: 8
- Skeumorphism DesignExpert in the Skeumorphism design system - Real-world mimicry with textured surfaces, 3D effects, and familiar physical metaphors for intuitive digital interfaces. Use when building UI components, applying design tokens, or implementing visual styles for skeumorphism.Votes: 0GitHub stars: 8
- Skill 3dgs Export RouterPick the right 3DGS export format (.ply / .splat / glTF KHR_gaussian_splatting / USD) given the downstream viewer or engine. Use when you need help with skill 3dgs export router.Votes: 0GitHub stars: 8
- Skill Advanced RagBuild production-grade RAG with hybrid search, reranking, and evaluation. Use when you need help with skill advanced rag.Votes: 0GitHub stars: 8
- Skill Anchor DesignerGiven a dataset of ground-truth boxes, run k-means on (w, h) and return anchor sets per FPN level plus coverage statistics. Use when you need help with skill anchor designer.Votes: 0GitHub stars: 8
- Skill Anomaly DetectorChoose the right anomaly detection approach for your problem. Use when you need help with skill anomaly detector.Votes: 0GitHub stars: 8