Processing
Data transformation and parsing
df-basic-stats
by qmakescl
데이터프레임(DataFrame)의 기초 통계를 자동 산출하는 스킬. 사용자가 CSV, Excel, Parquet 등 테이블 형식 데이터를 업로드하거나 "기초 통계", "기술통계", "describe", "EDA", "데이터 요약", "분포 확인", "결측값 확인", "프로파일링" 등을 언급할 때 반드시 이 스킬을 사용한다. 데이터 탐색, 변수 타입 파악, 결측 현황 확인, 연속형·정수형·범주형·날짜형 별 맞춤 통계 산출, ydata-profiling 리포트 생성을 모두 포함한다. 사용자가 "데이터 좀 봐줘", "이 파일 분석해줘" 같은 모호한 요청을 할 때도 첫 단계로 이 스킬을 트리거하는 것이 좋다.
dotnet-enable-testing-platform
by Im5tu
Enables the Microsoft Testing Platform runner in global.json. Use when the user wants to enable or migrate to the new .NET testing platform.
jira
by srsubramanian
"Read-only Jira integration for querying issues, sprints, projects, and users"
orizu-cli
by raveeshbhalla
Operate and troubleshoot the Orizu CLI for authentication and workspace operations. Use when Codex must run or explain orizu commands for login/logout/whoami, team and member management, project/app lifecycle, dataset upload/download/append/delete-rows (csv/json/jsonl), and task lifecycle (create/assign/status/export), including interactive selection fallbacks and non-interactive flag requirements.
Config Architect
by Alpizar28
Arquitecto especializado en sistemas configurables y declarativos. Define fronteras entre configuración dinámica, módulos intercambiables y el núcleo estable.
affiliate-check
by algostart
Live affiliate program data from list.affitor.com. Search programs, compare commissions, check cookie days, find top performers. Use when researching affiliate programs, comparing options, or checking program details. Persistent daemon with cache — first call starts server (~2s), subsequent calls ~100ms.
Gruda Armada — Systems & Pipeline Reference
by MolochDaGod
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data-engineering-storage-remote-access-integrations-pandas
by legout
"Reading and writing data with Pandas from/to cloud storage (S3, GCS, Azure) using fsspec and PyArrow filesystems."
handwriting-to-latex
by Amylalcoholfinance405
Use this skill whenever the user uploads handwritten notes, problem sets, scanned documents, or iPad handwriting PDFs and wants them converted into LaTeX format. Trigger phrases include: convert to LaTeX, transcribe to tex, handwriting to LaTeX, LaTeX this, typeset my notes, put this in Overleaf format. Activate proactively whenever the user uploads an image or PDF containing mathematical expressions or handwritten academic content.
V-JEPA 2 Data Pipeline
by sovr610
This skill should be used when the user asks to "load video dataset", "implement video transforms", "data augmentation for V-JEPA", "video decoding with decord", "clip sampling", "frame padding", "RandAugment for video", "motion shift augmentation", "random erasing", "video normalization", "YAML config parsing", "dataset registry", "distributed sampler", "weighted sampling", "multi-source dataset", "video DataLoader", "worker seeding", or needs guidance on video data loading, augmentation pipelines, configuration management, or dataset engineering for V-JEPA 2.
csv-data-synthesizer
by ehtbanton
Generate realistic CSV data files with proper headers, data types, and configurable row counts for testing, demos, and development. Triggers on "create CSV data", "generate CSV file", "fake CSV for", "sample data CSV", "test data spreadsheet".
mlb-game-report
by agiacalone
Use when the user asks for an MLB game recap, box score, game log, newspaper-style report, or keepsake record of a specific MLB game — by team + date, or by gamePk. The primary use case is generating permanent keepsake logs of games Anthony attended in person, with atmosphere, sunlight timing, moment-of-the-game, Statcast standouts, and a personal-notes section. Also supports plain reports for games not attended.
hurl
by jyasuu
Run and test HTTP requests with Hurl. Use when working with HTTP APIs, testing web services, or creating HTTP-based test scenarios. Hurl allows you to define HTTP requests in plain text files and validate responses with asserts and captures.
content-atomizer
by Growth4U-systems
"Transform one piece of content into platform-optimized assets across LinkedIn, Twitter/X, Instagram, TikTok, and YouTube. Use when someone has existing content (blog post, newsletter, podcast, video) and wants to maximize distribution. Covers format specs, hook formulas, algorithm signals, and creator-tested patterns for each platform. Triggers on: repurpose this, turn this into social posts, atomize this content, create social content from, LinkedIn post from this, thread from this. Outputs platform-specific content ready to publish."
ios-app-store-competitor-research
by asebesta
Research competitor apps on the Apple App Store. Extracts app metadata (title, subtitle, description, rating, reviews, category, developer, version, price) and downloads all screenshots. Use when user wants to analyze a competitor's app, research app store listings, gather competitive intelligence, or download app screenshots. Triggers on App Store URLs (apps.apple.com) or requests like "research this app", "analyze competitor", "get app store info", "download app screenshots".
pysam
by Victory-Hugo
基因组文件工具包。读写SAM/BAM/CRAM比对文件、VCF/BCF变异文件、FASTA/FASTQ序列，提取区域，计算覆盖度，用于NGS数据处理管道。
trump-thesis-lab
by AlphaC007
Real-time TRUMP memecoin analysis framework with multi-source data integration (Bitget Wallet, Solscan, Moralis, CoinGecko), automated daily reports, and Bull-First scenario modeling. Use when analyzing TRUMP token metrics, generating investment reports, or building crypto market intelligence systems.
drawio-architecture
by quant-chiggz
Create professional architecture diagrams, flowcharts, and system diagrams using draw.io MCP tools. Use this skill when the user asks to create architecture diagrams, system designs, data flow diagrams, UML diagrams, or any visual technical documentation. Export diagrams as editable .drawio files that can be opened in browser or draw.io desktop app.
eval-conversation-flow
by whitespectre
Score assistant responses for conversational flow on a strict 1-5 scale, then return strict JSON only with dimension, score, rationale, and improvement suggestions. Use when the user asks to evaluate flow, coherence across turns, responsiveness, or how well the assistant carries context forward.
pytorch-geometric
by cuba6112
Library for Graph Neural Networks (GNNs). Covers MessagePassing layers, modular aggregation schemes, and handling large graphs via mini-batching with disjoint graph representation. (pyg, messagepassing, gnn, gcn, gat, edge_index, knn_graph, global_mean_pool)
at-dispatch-v2
by aiagentskills
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.
baoyu-compress-image
by siatwangmin
Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.
futu-api
by christophert0607-creator
Kiro Quant Futu + V3 pipeline operation skill. Use this when an agent needs to: - run/rebuild the V3 launcher and switch runtime profile (lite/standard) - execute end-to-end health checks (compile, dry-run, core commands) - update task progress documents and handoff notes - operate Futu OpenAPI data/trading workflow with fallback data sources
chartjs-graphs
by carlos-ASG
Chart.js integration patterns for creating interactive statistical graphs in Django templates. Covers HTML setup, data injection, and JavaScript chart rendering with datalabels plugin.