В каталоге 183 730 навыков в 14 категориях.
Apache Spark skill for ETL and data transformation across all versions (3.5 LTS through 4.2). Deep expertise in DataFram...
Apache Spark distributed computing. Use for big data processing.
Use when building distributed data pipelines with Apache Spark. Covers partitioning, shuffles, skew, joins, caching, and...
Proposes new features by leveraging existing data and logic, creating Markdown specification documents for feature ideat...
Proposing new features leveraging existing data/logic as Markdown specifications. Use when brainstorming new features, p...
中文网文灵感记录与一键成稿。当用户冒出一个灵感/点子想随手记下来、想把灵感本里的某个点子孵化成大纲或初稿、或说"就这一个想法帮我写出来"时使用。支持灵感速记、一个灵感→大纲→初稿全流程，可设定总字数/单章字数并自动分章节。
Use when Spark engineering knowledge must be placed, deduplicated, migrated, or validated across AGENTS, Notes, Roles, S...
Use when adding or updating Spark AI provider models or their compact and preflight metrics, especially baidu-oneapi, Gr...
PySpark fundamentals for distributed data processing.
Apache Spark 4.0.2 best practices for PySpark and Scala distributed data processing
Write PySpark and Spark SQL jobs — RDDs, DataFrames, streaming, MLlib, and cluster configuration.
Use when a Spark change needs its authoritative owner, affected boundaries, risks, acceptance criteria, and smallest ver...
Update the CHANGELOG.md with the description of the changes between the last released version and the new one
Launch some action before create push in git
Use when a Spark implementation needs an evidence-based review for correctness, ownership, compatibility, failure handli...
Create or update a accessibility identifier file in the AccessibilityIdentifier folder in Sources of a spark-ios-compone...
Create or update a constants file in the Constants folder in Sources of a spark-ios-component-XXX and add or update unit...
Create or update the DocC documentation in Sources of a spark-ios-component-XXX.
Create or update an enum file in the Enum folder in Sources of a spark-ios-component-XXX and add or update unit tests.
Create or update an environment file in the Environment folder in Sources of a spark-ios-component-XXX and add or update...
Migrate a spark-ios-component-XXX from use cases / models / view models to component tokens (XXXToken exposed through th...
Create or update an model file in the Model folder in Sources of a spark-ios-component-XXX and add or update unit tests.
Create or update the snapshots testing for a spark-ios-component-XXX.
Create or update a token file in the Token folder in Sources of a spark-ios-component-XXX and add or update unit tests.
Create or update an use case file in the UseCase folder in Sources of a spark-ios-component-XXX and add or update unit t...
Create or update an view files for UIKit and SwiftUI in the View folder in Sources of a spark-ios-component-XXX.
Create or update an view model file in the ViewModel folder in Sources of a spark-ios-component-XXX and add or update un...
Create a new component in the Modules folder from template with proper documentation and placeholders replacement.
Creates, configures, and updates Databricks Lakeflow Spark Declarative Pipelines (SDP/LDP) using serverless compute. Han...
Use when building Apache Spark applications, distributed data processing pipelines, or optimizing big data workloads. In...
Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications...
Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyT...
Use when a Spark feature needs repository-first research, explicit option selection, and an owner-aligned implementation...
Use when designing a Spark feature or writing or materially revising a design proposal that needs repository-first resea...
Use when a working Spark implementation should be simplified without changing its observed behavior, ownership, compatib...
Spark Job Creator - Auto-activating skill for Data Pipelines. Triggers on: spark job creator, spark job creator Part of...
Create spark job creator operations. Auto-activating skill for Data Pipelines. Triggers on: spark job creator, spark job...
Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom fo...
Parse and analyze Nginx access logs using PySpark, extracting IP, timestamp, URL, and status code, then compute basic st...
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark...
Use when a running Spark or DSH web service needs real-browser verification — page load, client-plugin boot errors, cons...
Use when a Spark branch or pull request needs final diff hygiene, validation selection, commit scope, remote topology, a...
Launch some action to push the code in git
Create a new git tag and a GitHub release (with the GitHub generated notes), then update the CHANGELOG.md
Migrate the XCTests unit tests of a spark-ios-component-XXX (or common/theming) to Swift Testing, folder by folder, with...
Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an execut...
Turn research, a document, or a rough idea into a presentation-ready slide deck outline — narrative arc, slide-by-slide...
Spark Sql Optimizer - Auto-activating skill for Data Pipelines. Triggers on: spark sql optimizer, spark sql optimizer Pa...
Use when adding or repairing Spark regression tests for asynchronous ownership, cancellation, persistence, restart recov...
Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX S...
Add or update the code syntax in demo app from all components
Install, set up, diagnose, and run the full spark-video AI video production pipeline from premise to screenplay, storybo...
Set up Spark Bitcoin L2 wallet capabilities for AI agents. Initialize wallets from mnemonic, transfer sats and tokens, c...
Use a Spark Bitcoin L2 wallet proxy for AI agents via HTTP API. Check balances, send payments, create invoices, pay L402...
AI video editor for creators. Transform raw footage into polished vlogs, talking-head videos, or social media content (T...
Guidance for writing and verifying SPARQL queries against RDF datasets, particularly university/academic ontologies. Thi...
The relay's synchronous mode — make Claude and Codex argue BEFORE you build, inside one session, with zero copy-paste. F...
Critical thinking partner for technical concepts and strategy. Use when the user wants to explore technical ideas, valid...
Use when the user has a proposal, position, or design and wants it adversarially pressure-tested before committing.
This skill should be used whenever the user wants to develop, refine, or stress-test an idea, plan, design, research dir...
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activa...
Train sparse autoencoders to interpret model features.
Use when after generating a count matrix from fragment data using pp.add_tile_matrix, pp.make_peak_matrix, or pp.make_ge...
Evaluate sparse retrieval models on standard IR benchmarks (BEIR, MIRACL, mMARCO). Covers all IR metrics (nDCG@k, Recall...
> This skill has been absorbed into /memory. All capabilities now live in graphmemory.:
Answer in the terse, zero-warmth Spartan style for the rest of this chat.
Embody the unbreakable Spartan ethos of discipline, courage, and relentless excellence through laconic wisdom and warrio...
Minimal SPARV workflow (Specify→Plan→Act→Review→Vault) with 10-point spec gate, unified journal, 2-action saves, 3-failu...
SPATA2 空间转录组学分析工具包 - 100%覆盖414个核心文件（388个API参考+25个教程+1个主页）
---name: spatial-epigenomics-agent
SpatialAgent focuses on the biological interpretation of spatial transcriptomics data, specifically aiming to propose me...
Guideline-driven spatial analysis skill. Given a research question and data context, provides decision frameworks for se...
Cell type annotation for spatial transcriptomics data using Scanpy marker-gene overlap scoring, Tangram mapping, scANVI...
3D audio skill for HRTF and ambisonics.
Implements 3D audio positioning and rendering for immersive AR/VR experiences.
Inject spatial understanding into VLMs via language-guided multi-turn Chain-of-Thought reasoning over hierarchical spati...
Load when inferring copy-number variation per spot on a preprocessed spatial AnnData with chromosome-annotated genes via...
Infer copy number variation programs from spatial transcriptomics data using inferCNVpy or Numbat, with method-aware mat...
Analyze cell-cell communication in spatial transcriptomics data using ligand-receptor analysis with Squidpy. Infer inter...
Compare experimental conditions in spatial transcriptomics data using pseudobulk differential expression with method-awa...
Load spatial transcriptomics data from Visium, Xenium, MERFISH, Slide-seq, and other platforms using Squidpy and Spatial...
Load when ranking spatial cluster markers or comparing two spatial groups in spatial transcriptomics. Skip when the data...
Differential expression and marker discovery for spatial transcriptomics using Scanpy Wilcoxon / t-test or sample-aware...
Cell type deconvolution for spatial transcriptomics using FlashDeconv, Cell2location, RCTD, DestVI, Stereoscope, Tangram...
Estimate cell type composition in spatial transcriptomics spots using reference-based deconvolution. Use cell2location,...
Designing for visionOS — spatial layout and ergonomics (60pt eye targets, field-of-view placement, dynamic scale), eyes-...
Web and App implementation guide for Spatial Design. Trigger when user wants environment-aware layouts, Apple Vision Pro...
Identify spatial domains and tissue regions in spatial transcriptomics data using Squidpy and Scanpy. Cluster spots cons...
Identify tissue regions and spatial niches from preprocessed spatial transcriptomics data using Leiden, Louvain, SpaGCN,...
Pathway and gene-set enrichment analysis for spatial transcriptomics using ORA-style enrichr, preranked GSEA, or ssGSEA...
Spatial Film - the film engine behind talking-explainer. Make a 45-90 s unnarrated spatial 3D product motion graphic (on...
Generate a 2x2 reference sheet of the same interior or environment from user-supplied scene images, including overhead,...
Find genes with spatially variable expression patterns using Moran's I, SpatialDE, SPARK-X, or FlashS. Identifies genes...
Multi-sample integration and batch correction for spatial transcriptomics data using Harmony, BBKNN, or Scanorama.
Build spatial neighbor graphs for spatial transcriptomics data using Squidpy. Compute k-nearest neighbors, Delaunay tria...
Determine whether visually observed subjects occupy configured video monitoring ROI regions through extracted-frame LLM...
End-to-end spatial transcriptomics workflow for Visium/Xenium data. Covers data loading, preprocessing, spatial analysis...
Load matrix-level spatial transcriptomics data (including raw_counts.h5ad from spatial-raw-processing), run the current...
Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. Calculate QC metrics,...
Spatial reasoning fundamentals for three-dimensional thinking, coordinate navigation, mental rotation, cross-section vis...