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Claude Skills by anubhavg-icpl
github.com/anubhavg-icpl5,039 skills15 installs5,335 views
- Skill Prompt PatternsDecision framework for choosing the right prompt pattern based on task type, reliability requirements, and target model. Use when you need help with skill prompt patterns.Votes: 0GitHub stars: 8
- Skill Pytorch PatternsReference patterns for PyTorch training, evaluation, and deployment. Use when you need help with skill pytorch patterns.Votes: 0GitHub stars: 8
- Skill QuantizationChoose the right quantization strategy for deploying LLMs based on hardware, quality, and latency constraints. Use when you need help with skill quantization.Votes: 0GitHub stars: 8
- Skill Rag PipelineBuild and debug RAG pipelines from first principles. Use when you need help with skill rag pipeline.Votes: 0GitHub stars: 8
- Skill Recall At K RunnerWrite a clean evaluation harness for recall@K with train/val/gallery splits and proper data contract. Use when you need help with skill recall at k runner.Votes: 0GitHub stars: 8
- Skill Rectified Flow TrainerWrite a complete rectified-flow training loop with AdaLN DiT and Euler sampling. Use when you need help with skill rectified flow trainer.Votes: 0GitHub stars: 8
- Skill RegressionChoose the right regression approach based on data characteristics and problem constraints. Use when you need help with skill regression.Votes: 0GitHub stars: 8
- Skill Residual Block ReviewerReview a PyTorch residual block for skip-connection correctness, BN placement, activation order, and shape alignment. Use when you need help with skill residual block reviewer.Votes: 0GitHub stars: 8
- Skill Sampling StrategyChoose the right sampling method for generation, estimation, or inference. Use when you need help with skill sampling strategy.Votes: 0GitHub stars: 8
- Skill Segmentation Mask InspectorReport class distribution, predicted-mask statistics, and the classes most likely to be under-predicted or boundary-blurred. Use when you need help with skill segmentation mask inspector.Votes: 0GitHub stars: 8
- Skill Statistical TestingChoose the right statistical test for comparing ML models and evaluating experiments. Use when you need help with skill statistical testing.Votes: 0GitHub stars: 8
- Skill Structured OutputsDecision framework for choosing the right structured output strategy based on provider, reliability, and complexity. Use when you need help with skill structured outputs.Votes: 0GitHub stars: 8
- Skill SvdApply SVD to real problems including compression, denoising, recommendations, and least-squares solving. Use when you need help with skill svd.Votes: 0GitHub stars: 8
- Skill Svm Kernel ChooserChoose the right SVM kernel and tune C and gamma for your problem. Use when you need help with skill svm kernel chooser.Votes: 0GitHub stars: 8
- Skill TokenizerChoosing and building tokenizers for LLM projects. Use when you need help with skill tokenizer.Votes: 0GitHub stars: 8
- Skill Vit Patch And Pos Embed InspectorVerify a ViT's patch embedding and positional embedding shapes match the model's expected sequence length. Use when you need help with skill vit patch and pos embed inspector.Votes: 0GitHub stars: 8
- Sleek DesignExpert in the Sleek design system - Modern minimalist aesthetic with clean lines, intentional color palette, subtle interactions, and consistent spacing. Use when building UI components, applying design tokens, or implementing visual styles for sleek.Votes: 0GitHub stars: 8
- Sleeper AuditAudit an alignment-training report for whether it actually demonstrates removal of a planted or suspected backdoor. Use when you need help with sleeper audit.Votes: 0GitHub stars: 8
- Slm Deployment ExpertPick, quantize, and deploy sub-7B SLMs (Phi-4-mini, Qwen3 0.6-4B, Gemma 3 1B/4B, Llama 3.2 1B/3B, SmolLM3) to edge and constrained hardware. Use when deploying, running, or configuring local LLM inference with slm deployment.Votes: 0GitHub stars: 8
- Slo Goodput GateProduce a CI/CD-ready benchmark recipe that gates LLM deploys on goodput, not throughput, with P50/P90/P99 percentiles and a documented tool choice. Use when you need help with slo goodput gate.Votes: 0GitHub stars: 8
- Soc2 ComplianceExpert in SOC 2 compliance implementation and audit preparation. Use when performing security analysis, auditing, or hardening with soc2 compliance.Votes: 0GitHub stars: 8
- Social Carousel|. Use when you need help with social carousel.Votes: 0GitHub stars: 8
- Social Media Dashboard|. Use when you need help with social media dashboard.Votes: 0GitHub stars: 8
- Social Media Matrix Tracker Template|. Use when you need help with social media matrix tracker template.Votes: 0GitHub stars: 8
- Societal Risk ReviewReview a deployment for societal-scale-risk posture using the CAIS four-risk framework and CAISI / SB-53 regulatory context. Use when you need help with societal risk review.Votes: 0GitHub stars: 8
- Software Engineer AgentExpert-level software engineering agent. Deliver production-ready, maintainable code. Execute systematically and specification-driven. Document comprehensively. Operate autonomously and adaptively. Use when you need help with software engineer agent.Votes: 0GitHub stars: 8
- Solid ExpertExpert in SolidJS signals, fine-grained reactivity, stores, and SolidStart. Use when building web applications with solid.Votes: 0GitHub stars: 8
- Solidity Smart Contractsolidity-smart-contract. Use when building blockchain, DeFi, or Web3 applications with solidity smart contract.Votes: 0GitHub stars: 8
- Solidjs ExpertExpert in SolidJS reactive framework with fine-grained reactivity and performance optimization. Use when building applications with the solidjs framework.Votes: 0GitHub stars: 8
- Son Of AnubhavCode review and analysis with the technical mastery and sharp wit of Son of Anubhav. Expect insightful, brutally honest feedback about your code. Use when you need help with son of anubhav.Votes: 0GitHub stars: 8
- Spacex DesignExpert in the SpaceX design system - Space technology. Stark black and white, full-bleed imagery, futuristic. Use when building UI components, applying design tokens, or implementing visual styles for spacex.Votes: 0GitHub stars: 8
- Spacious DesignExpert in the Spacious design system - Generous whitespace, consistent padding, and grid-based layouts for clean, readable, and breathing interfaces. Use when building UI components, applying design tokens, or implementing visual styles for spacious.Votes: 0GitHub stars: 8
- Speaker VerifierDesign a speaker verification or diarization pipeline with model choice, enrollment protocol, and threshold tuning. Use when you need help with speaker verifier.Votes: 0GitHub stars: 8
- Spec Decode PickerPick a speculative decoding strategy (vanilla / Medusa / EAGLE / lookahead) and tuning parameters for a new LLM inference workload. Use when you need help with spec decode picker.Votes: 0GitHub stars: 8
- Specializedspecialized. Use when you need help with specialized.Votes: 0GitHub stars: 8
- SpecificationGenerate or update specification documents for new or existing functionality. Use when designing system architecture or making technical decisions about specification.Votes: 0GitHub stars: 8
- Speech And AudioExpert in speech recognition, synthesis, and audio AI systems from the AI Engineering from Scratch curriculum. Use when you need help with speech and audio.Votes: 0GitHub stars: 8
- Spoof DefenderPick detection model, watermark, provenance manifest, and operational playbook for a voice-generation / voice-auth deployment. Use when you need help with spoof defender.Votes: 0GitHub stars: 8
- Spotify DesignExpert in the Spotify design system - Music streaming. Vibrant green on dark, bold type, album-art-driven. Use when building UI components, applying design tokens, or implementing visual styles for spotify.Votes: 0GitHub stars: 8
- Spring Boot ExpertExpert in Spring Boot framework with REST APIs, security, testing, performance, dependency injection, and production deployment. Use when you need deep expertise in spring boot.Votes: 0GitHub stars: 8
- Springboot PatternsSpring Boot patterns including JPA repositories, REST controllers, layered services, and configuration. Use when you need help with springboot patterns.Votes: 0GitHub stars: 8
- Sprint PlanningExpert in sprint planning, story estimation, and agile capacity planning. Use when you need help with sprint planning.Votes: 0GitHub stars: 8
- Sprite Animation|. Use when you need help with sprite animation.Votes: 0GitHub stars: 8
- Sql Optimizationsql-optimization. Use when designing, querying, or optimizing sql optimization databases.Votes: 0GitHub stars: 8
- Sre ExpertExpert in Site Reliability Engineering practices and principles. Use when automating CI/CD, deployments, or operations with sre.Votes: 0GitHub stars: 8
- Star Loop ReviewerAudit a proposed self-taught reasoning pipeline (STaR-family) before you commit training compute to it. Use when you need help with star loop reviewer.Votes: 0GitHub stars: 8
- Starbucks DesignExpert in the Starbucks design system - Global coffee retail brand. Four-tier green system, warm cream canvas, full-pill buttons. Use when building UI components, applying design tokens, or implementing visual styles for starbucks.Votes: 0GitHub stars: 8
- State GraphBuild a LangGraph-shaped state machine with typed state, conditional edges, per-node checkpointing, and durable resume. Use when you need help with state graph.Votes: 0GitHub stars: 8
- Steve Yegge StyleSteve Yegge — long-form essays, generalist polyglot, \"Execution in the Kingdom of Nouns,\" language design opinions. Use when you want code review, architecture advice, or opinions in the style of steve yegge.Votes: 0GitHub stars: 8
- Storytelling DesignExpert in the Storytelling design system - Narrative-driven design using visuals, copy, and interaction to guide users through engaging, emotionally resonant journeys. Use when building UI components, applying design tokens, or implementing visual styles for storytelling.Votes: 0GitHub stars: 8