All agent skills (59,184) - page 417 of 592

PydicomRead, write, and modify DICOM medical imaging files: extract pixel data from CT/MRI/X-ray, anonymize files, and work with DICOM metadata and tags.12 installs

PyhealthBuild healthcare ML models on clinical data: EHR prediction tasks (mortality, readmission, drug recommendation), medical coding, and MIMIC/eICU/OMOP datasets.12 installs

PymatgenWork with crystal structures (CIF, POSCAR), phase diagrams, band structure, and DOS, with Materials Project integration for computational materials science.12 installs

Pymc Bayesian ModelingBuild Bayesian models with PyMC: hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, and posterior predictive checks.12 installs

PyopenmsAnalyze LC-MS/MS proteomics and metabolomics data with pyOpenMS: file handling (mzML, mzTab, FASTA), signal processing, feature detection, and peptide ID.12 installs

PysamRead and write genomic files with pysam: SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, region extraction, and coverage calculation.12 installs

Pytest CovMeasure test coverage with pytest-cov and enforce a minimum coverage threshold in CI, with per-module targets and HTML reports.12 installs

Python Prototype PollutionHelps with python tasks during AI-assisted development.12 installs

Python Testing PatternsGuides Python testing with pytest, fixtures, mocking, parameterization, property-based testing, and test-driven development.12 installs

Python Web DebugHelps with debugging tasks during AI-assisted development.12 installs

Pytorch Fsdp2Add PyTorch FSDP2 (fully_shard) to a training script with correct bottom-up sharding, mixed precision, offload, and distributed checkpointing.12 installs

Pytorch LightningOrganize PyTorch training with the Lightning Trainer to get automatic distributed training, mixed precision, checkpointing, and callbacks with minimal boilerplate.12 installs

Pytorch LightningOrganize PyTorch code into LightningModules and configure Trainers for multi-GPU/TPU, callbacks, logging, and distributed training (DDP, FSDP, DeepSpeed).12 installs

Pyvene InterventionsPerform causal interventions on PyTorch models with pyvene's declarative framework for activation patching, causal tracing, and interchange intervention training.12 installs

Qdrant Minimize LatencyHelps with ai & agent building tasks.12 installs

Qdrant Vector SearchRun high-performance vector similarity search with Qdrant, including metadata filtering, sparse+dense vectors, and sharded distributed deployment for RAG.12 installs

Qiaomu Image GeneratorHelps with ai & agent building tasks.12 installs

QmdSearch local Markdown notes and docs and retrieve related documents from indexed collections.12 installs

Quantizing Models BitsandbytesQuantize LLMs to 8-bit or 4-bit with bitsandbytes to cut memory 50-75%, fit larger models on limited GPUs, and enable QLoRA training.12 installs

Quick VoiceRun a short voice conversation with an agent to walk through a list of items or close a topic faster than editing documents.12 installs

Ray DataProcess large ML datasets with Ray Data's streaming distributed execution across CPU/GPU for batch inference, preprocessing, and multi-modal loading.12 installs

RdkitParse SMILES/SDF molecules, compute descriptors and fingerprints, run substructure search, reactions, and 2D/3D generation with RDKit.12 installs

React Agents ReviewHelps with frontend development tasks.12 installs

React Errors BoundariesHelps with frontend development tasks.12 installs

React ExpertHelps with frontend development tasks.12 installs

React Impl PerformanceHelps with frontend development tasks.12 installs

React Impl StylingHelps with frontend development tasks.12 installs

React Native ArchitectureProvides React Native and Expo patterns for navigation, state management, native modules, and offline-first architecture.12 installs

Readable OutputHelps with ai & agent building tasks.12 installs

Reasoningbank With AgentdbHelps with ai & agent building tasks.12 installs

Receiving Code ReviewHelps with ai & agent building tasks.12 installs

Related Work WritingHelps with ai & agent building tasks.12 installs

ReleasePublish a new Sentry JavaScript SDK release by updating the changelog and creating a versioned release branch off develop.12 installs

RemotionGenerates Remotion animation code from a user's ASCII sketch or text description and renders it to a GIF, reusing a bundled template library.12 installs

Remotion Best PracticesCreate videos programmatically in React with Remotion: animations, captions, audio visualization, FFmpeg operations and compositions.12 installs

Remotion Best PracticesEmbed Three.js / React Three Fiber 3D scenes in Remotion compositions without flicker during video render.12 installs

Remotion RenderHelps with ai & agent building tasks.12 installs

Requesting Code ReviewDispatch a code-reviewer subagent after tasks, major features or before merge, passing git SHAs and requirements to catch issues early.12 installs

Requesting Code ReviewHelps with ai & agent building tasks.12 installs

ResearchResearch prediction markets with base rates, resolution rules, and historical analog markets.12 installs

Research PlanningHelps with productivity & planning tasks.12 installs

RetentionHelps with ai & agent building tasks.12 installs

Retention EngineHelps with ai & agent building tasks.12 installs

Review PrHelps with ai & agent building tasks.12 installs

Rg HistorySearch the current session's JSONL history with ripgrep to recover earlier messages, edits, and decisions.12 installs

RouterRoute prediction-market orders across platforms for best price, liquidity, or fees.12 installs

Rudder Cli SetupInstalls and authenticates the rudder-cli binary from GitHub releases and verifies the RudderStack workspace connection.12 installs

Rwkv ArchitectureUse the RWKV RNN+Transformer hybrid architecture for O(n) linear-time inference with infinite context and no KV cache, training parallel and inferring sequentially.12 installs

Saas Multi TenantDesign multi-tenant SaaS architectures with row-level security, tenant-scoped queries, shared-schema isolation, and safe cross-tenant admin in PostgreSQL and TypeScript.12 installs

SalesHelps with ai & agent building tasks.12 installs

SandboxPush HTML to a live canvas so an agent can render a visual preview or dashboard and screenshot it.12 installs

Scan AllOrchestrates all reference-doc scans in parallel to refresh project reference documentation.12 installs

ScanpyAnalyze single-cell RNA-seq data: load .h5ad/10X, QC, normalization, PCA/UMAP, Leiden clustering, marker genes, and cell-type annotation.12 installs

Schema MarkupHelps with ai & agent building tasks.12 installs

Scholar EvaluationHelps with ai & agent building tasks.12 installs

Scientific BrainstormingAct as a research ideation partner to generate hypotheses, explore interdisciplinary connections, challenge assumptions, and identify research gaps.12 installs

Scientific Critical ThinkingEvaluate research rigor by assessing methodology, experimental design, statistical validity, biases, and evidence quality (GRADE, Cochrane ROB).12 installs

Scikit SurvivalModel time-to-event and censored survival data with scikit-survival: Cox models, Random Survival Forests, gradient boosting, and concordance/Brier evaluation.12 installs

ScreenshotHelps with ai & agent building tasks.12 installs

Scvi ToolsHelps with ai & agent building tasks.12 installs

Search ConfigConfigure hybrid full-text and semantic search over a bot's stored documents and memories.12 installs

Searxng SearchHelps with ai & agent building tasks.12 installs

Secure CodingOWASP secure coding practices covering input validation, output encoding, auth patterns, and cryptography.12 installs

Securing CodeGuides writing and reviewing code that handles external input, access control, data, crypto, or dependencies for security correctness.12 installs

Security ReviewHelps with security tasks.12 installs

Security Threat ModelHelps with security tasks.12 installs

Segment Anything ModelSegment any object in images with Meta's SAM using point, box, or mask prompts, or auto-generate all object masks with zero-shot transfer.12 installs

Self ImprovementHelps with ai & agent building tasks.12 installs

SentencepieceTrain and use language-independent BPE or Unigram tokenizers with SentencePiece on raw Unicode text for multilingual and CJK models.12 installs

Sentence TransformersGenerate sentence, text, and image embeddings locally with Sentence Transformers for semantic similarity, clustering, and RAG retrieval.12 installs

Seo AnalyzerHelps with marketing & seo tasks.12 installs

Seo AuditAudit a site for technical and on-page SEO issues and provide actionable recommendations to improve organic search performance.12 installs

Setup Dividedby SkillsLayers the dividedby conventions (size labels, intake/idea-inbox, branching policy, Conventions block, HITL gates) onto an existing skill scaffold, with every network mutation confirm-gated.12 installs

Setup Matt Pocock SkillsHelps with ai & agent building tasks.12 installs

Setup Windows DevSet up a fresh Windows machine for Node.js development, installing Node, Git, VC++ redistributables and fixing PATH issues.12 installs

ShapExplain ML model predictions with SHAP, computing feature importance and generating waterfall, beeswarm, bar, force, and heatmap plots.12 installs

Shell Testing FrameworkHelps with testing & qa tasks.12 installs

ShieldScan code, check an address, and validate a transaction before sending crypto to catch scams.12 installs

Simpo TrainingAlign LLMs with SimPO, a reference-free preference-optimization method that outperforms DPO without needing a separate reference model.12 installs

SimpyBuild process-based discrete-event simulations in Python with SimPy for systems involving processes, queues, resources, and time-based events.12 installs

Skill BuilderHelps with ai & agent building tasks.12 installs

Skill GuardHelps with ai & agent building tasks during AI-assisted development.12 installs

Skill Manifest GeneratorGenerate Spec-aligned MANIFEST.json files with SHA256 file hashes and structure metadata when packaging skills for registries.12 installs

Skill PickerHelps with ai & agent building tasks.12 installs

Skill ScannerHelps with ai & agent building tasks.12 installs

Skypilot Multi Cloud OrchestrationRun ML training and batch jobs across AWS, GCP, Azure, and 20+ providers with SkyPilot, using spot instances with auto-recovery and cheapest-region selection.12 installs

Slide GenerationHelps with ai & agent building tasks.12 installs

SlidevHelps with ai & agent building tasks.12 installs

Slime Rl TrainingRun LLM RL post-training with slime, connecting Megatron-LM training to SGLang rollout generation with flexible data buffers for GLM and Qwen models.12 installs

Social PlatformsPlatform-specific guidelines and strategies for social media marketing across Twitter/X and other platforms.12 installs

SoultraceHelps with ai & agent building tasks.12 installs

Sparse Autoencoder TrainingTrain and analyze Sparse Autoencoders with SAELens to decompose neural network activations into sparse, interpretable, monosemantic features.12 installs

Speculative DecodingAccelerate LLM inference 1.5-3.6x using speculative decoding with draft models, Medusa multiple heads, or lookahead decoding without quality loss.12 installs

Sql ProgrammingHelps with databases tasks.12 installs

Stablecoin Yield Vs TradfiHelps with ai & agent building tasks during AI-assisted development.12 installs

Stakeholder CommunicationHelps with ai & agent building tasks.12 installs

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