Processing
Data transformation and parsing
clickhouse-io
by automindtechnologie-jpg
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
usiran-digest Skill
by fubug
版本: 1.0
youtube-rapidapi-transcript
by zxhfighter
Extract transcripts from YouTube videos. Use when the user asks for a Youtube video transcript, subtitles, or captions of a YouTube video and provides a YouTube URL (youtube.com/watch?v=, youtu.be/, or similar).
aws-cost-optimizer
by 636137
Analyze AWS account costs and usage for the current month, identify cost reduction opportunities across all major services (EC2, RDS, Lambda, S3, EBS, Load Balancers, etc.), generate detailed recommendations, and export findings as Excel/CSV reports with charts. Use whenever the user mentions AWS costs, cloud spending, cost optimization, AWS bill, reducing cloud expenses, analyzing AWS usage, rightsizing instances, or finding unused resources. Also trigger for phrases like "my AWS bill is too high", "optimize my cloud costs", "find expensive resources", or "AWS cost analysis".
ml-research
by Pranav-Karra-3301
Comprehensive skill for ML/AI research experiments and finetuning. Use when: (1) Setting up new ML research project ("create ML project", "init experiment") (2) Finetuning models ("finetune LLM", "adapt pretrained model", "LoRA", "QLoRA") (3) Training from scratch ("train model", "run experiment") (4) Debugging ML issues ("model not converging", "loss exploding", "GPU OOM") (5) Setting up experiment tracking ("add W&B", "setup MLflow") (6) Optimizing GPU usage ("batch size tuning", "memory optimization") (7) Creating visualizations ("plot training curves", "confusion matrix") (8) Auditing ML code ("check reproducibility", "review experiment") Triggers: "ML", "machine learning", "deep learning", "training", "finetuning", "PyTorch", "TensorFlow", "experiment", "GPU", "CUDA", "model", "neural network", "W&B", "MLflow", "reproducibility", "learning rate", "checkpoint", "epoch"
immundata
by immunomind
Use this skill for AIRR-seq (Adaptive Immune Receptor Repertoire / VDJ-seq) data analysis with immunarch + immundata in R, including ingestion, receptor schema design, immutable transformations, clonality/diversity/public overlap metrics, and Seurat/AnnData integration.
revit-mcp
by BTankut
Revit MEP automation expert for HVAC, plumbing, fire protection, and smoke control systems via the Revit MCP server. Use this skill when the user asks to write or run Revit API code through send_code_to_revit, work with ducts, pipes, fittings, accessories, valves, dampers, sprinklers, diffusers, air handling units, fans, or any mechanical/plumbing element, operate on HVAC, sanitary, domestic water, storm drainage, sprinkler, fire hose, fire pressurization, or smoke duct systems, or perform engineering calculations such as BOQ/quantity takeoff, pressure loss, critical path, or system flow. Turkish trigger phrases also apply: "kanal metrajı", "boru listesi", "sprinkler sayısı", "basınç kaybı hesapla", "yağmur tesisatı", "difüzör sayısı", "BOQ çıkar".
claw-research
by 1695365384
Hypothesis-driven market demand research with Bayesian probability scoring and strategic analysis. Use for product validation with professional research methodology.
epidemic-tracker
by MRLMRML
"Track global disease outbreaks in real-time. Monitors WHO Disease Outbreak News, cross-validates with news sources, and provides case counts, deaths, CFR, severity levels, and H2H transmission alerts for all major infectious diseases. Use when users ask about epidemics, pandemics, disease outbreaks, current disease situation, travel health advisories, cholera, ebola, dengue, mpox, hantavirus, measles, influenza, meningitis, yellow fever, or any infectious disease outbreak."
ears-requirements
by hexbee
Write and rewrite textual system requirements using EARS (Easy Approach to Requirements Syntax). Use when converting ambiguous natural-language requirements into structured statements, classifying requirements into EARS patterns, or reviewing requirement quality for missing triggers, states, and measurable responses.
todo-list
by shadowcz007
智能待办事项管理技能。支持自然语言时间解析、事项记录与追踪、进度更新，数据持久化到本 skill 目录下 temp 的 Markdown；可通过 node scripts/time.js 与 node scripts/todo.js 调用。
data-engineering-ai-ml
by legout
"AI/ML data pipelines: embedding generation, vector databases, RAG patterns, LLM monitoring, and batch inference workflows."
acommons
by Phlegonlabs
AI coding tool usage analytics. Tracks token usage across Claude Code, Codex CLI, OpenCode, Gemini CLI, and external tools. Use when user wants to view AI usage stats, sync usage data, or set up automatic usage tracking.
databricks-notebook-manager
by fusionet24
Create and manage Databricks notebooks programmatically. Use when generating ingestion code, creating ETL notebooks, executing Databricks workflows, or when user mentions notebook creation, job automation, or data pipeline implementation in Databricks. Handles notebook generation, execution, and results retrieval.
homekit-automator
by and3rn3t
Full-featured Apple HomeKit smart home automation skill for macOS. Create, manage, and trigger complex home automations through natural conversation — lights, thermostats, locks, sensors, scenes, and more. Automations are registered as native Apple Shortcuts so they run reliably on schedule even when the AI agent isn't active. Use this skill whenever the user mentions smart home, HomeKit, home automation, Apple Home, lights, thermostat, locks, garage door, scenes, routines, or wants to control or automate anything in their house. Also trigger when the user mentions Shortcuts integration with home devices, energy monitoring, or asks about the state of devices in their home. This skill should be used even for simple queries like "turn off the lights" because it provides richer device context and error handling than raw commands.
apidog
by acejou27
Apidog API development platform documentation - API design, testing, mocking, and documentation
yt-dlp
by zhongjis
Download videos from YouTube and other sites using yt-dlp. Use when downloading videos, extracting metadata, or batch downloading multiple files.
blecsd-ai
by Kadajett
Build AI/LLM terminal interfaces with @blecsd/ai. Covers streaming conversation UIs, markdown rendering, token tracking, tool call visualization, and agent workflow displays.
multi-review
by shhac
Review code changes from multiple specialist perspectives in parallel. Use when you want a thorough review of a PR, branch, or set of changes covering security, performance, correctness, edge cases, and ripple effects. Spawns parallel reviewer agents that each focus on a different lens, then synthesizes into a unified review.
bio-fasta
by dakesan
"Read/write FASTA, GenBank, FASTQ files. Sequence manipulation (complement, translate). Indexed random access via faidx. For NGS pipelines (SAM/BAM/VCF), use pysam. For BLAST, use gget or blat-integration."
biopython
by Victory-Hugo
综合分子生物学工具包。用于序列操作、文件解析(FASTA/GenBank/PDB)、系统发育学和程序化NCBI/PubMed访问(Bio.Entrez)。最适合批处理、定制生物信息学管道、BLAST自动化。快速查找请使用gget；多服务集成请使用bioservices。
pricing-analyzer
by ferdiboxman
Analyze and optimize your SaaS pricing strategy
frontend-typescript
by hwatkins
Expert TypeScript development for frontend applications. Covers type safety, patterns, generics, utility types, and best practices. Use for any TypeScript code.
datasuite-studio-bridge
by rogertu-rgb
"Fast DataSuite-style Data Studio automation through the authenticated Chrome page and Data Studio APIs. Use when Codex needs to control datasuite.example.com/studio without slow Computer Use mouse actions: create temp query tabs, save SQL to Data Studio tasks, run adhoc SQL, stop executions, find Studio tasks, enter Scheduler for manual/scheduled/workflow tasks, check/open Backfill for scheduled/workflow tasks, configure Data Output Setting or Properties Setting, fetch logs/results/links, or keep an audit trail of Data Studio actions."