Automation
Task automation and scripting
custom-local-skills-guidance
by EdanStarfire
Guide to the 6 custom injection points available for extending dev-setup workflows with project-specific behavior.
git-sync
by EdanStarfire
Synchronize local default branch with remote, ensuring up-to-date base for worktrees.
sp-coding-agent
by cuongpt083
Use when a coding task is vague or under-specified. Extracts missing context across 9 code-native categories before the agent executes file changes. Designed for OpenAI Codex, Anthropic Claude Code, and Google Gemini Code Assist.
usage-query-skill
by zai-org
Run the usage query script to retrieve account usage information for GLM Coding Plan. Only use when invoked by usage-query-agent.
claude-best-practices
by ssiumha
Claude Code 운용 베스트 프랙티스. 위임 판단, 백그라운드 실행, 컨텍스트 관리, 블로킹 최소화 패턴. Use when optimizing Claude Code workflows, deciding delegation strategy, or managing context window. Do NOT use for Claude Code setup/configuration (use claude-guide instead).
team-setup
by ssiumha
Sets up Claude Code agent teams with role-based composition. Use when creating dev teams, defining team roles, or organizing multi-agent collaboration. Do NOT use for single sub-agent creation (use agent-creator instead).
deep-learning
by Aznatkoiny
"Comprehensive guide for Deep Learning with Keras 3 (Multi-Backend: JAX, TensorFlow, PyTorch). Use when building neural networks, CNNs for computer vision, RNNs/Transformers for NLP, time series forecasting, or generative models (VAEs, GANs). Covers model building (Sequential/Functional/Subclassing APIs), custom training loops, data augmentation, transfer learning, and production best practices."
consulting-frameworks
by Aznatkoiny
Core consulting thinking frameworks and methodologies for structuring business problems, communicating findings, analyzing strategy, building financial models, and designing operations. Use when any agent or command needs to apply MECE decomposition, pyramid principle, hypothesis-driven analysis, issue trees, SCR communication, Porter's Five Forces, TAM/SAM/SOM market sizing, value chain analysis, NPV/IRR decision criteria, build/buy/partner evaluation, RACI matrices, or any standard consulting framework. This skill provides procedural guidance — not just framework names, but how to apply them correctly.
servicenow-server-date-time
by DanielMadsenDK
Perform date arithmetic, time calculations, and schedule management using server-side APIs. Covers GlideDateTime, GlideDate, GlideDuration, and scheduling operations. Use when handling date calculations, working with timezones, managing scheduled tasks, or implementing time-based business logic.
command-creator
by ssiumha
Creates slash commands for repeated workflows. Use when defining batch processing, pipelines, or checklist-based automation.
servicenow-fluent-development
by DanielMadsenDK
Expert knowledge for authoring ServiceNow Fluent (.now.ts) metadata and TypeScript/JavaScript modules using the ServiceNow SDK. Use this skill when developing full-stack React applications, creating tables, business rules, script includes, or other ServiceNow metadata using the Fluent API.
efsr
by ssiumha
전자금융감독규정(EFSR) compliance preparation. Use when preparing for electronic financial regulation audit, 조항 조회, 체크리스트 생성, or 이행 계획 수립.
airflow-dag-patterns
by boisenoise
"Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs."
fairchem
by jkitchin
Expert guidance for Meta's FAIRChem library - machine learning methods for materials science and quantum chemistry using pretrained UMA models with ASE integration for fast, accurate predictions
opentrons-magnetic-block
by jkitchin
Opentrons Magnetic Block for Flex - unpowered magnetic bead separation using gripper-based labware movement with high-strength neodymium magnets for DNA/RNA purification, immunoprecipitation, and bead-based workflows
python-jax
by jkitchin
Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation, JIT compilation, vectorization, and GPU/TPU acceleration; includes transformations (grad, jit, vmap, pmap), sharp bits, gotchas, and differences from NumPy
design-of-experiments
by jkitchin
Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization with Gaussian processes, model-driven optimal designs, active learning, and sequential experimentation; includes pyDOE3, pycse, GPyOpt, scikit-optimize, statsmodels
planning
by jkitchin
Structured planning and project breakdown using proven methodologies for goals, projects, and strategic initiatives. Use when users need to create plans, break down complex projects, set milestones, estimate timelines, identify dependencies, or develop action plans. Triggers include 'help me plan,' 'create a roadmap for,' 'break down this project,' 'what are the steps to,' or 'how should I approach.'
scientific-workflows
by jkitchin
Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchestration with Prefect, Parsl, FireWorks, and quacc. Recommends the simplest solution that meets requirements.
ralph-wiggum
by jkitchin
Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with mandatory sandbox enforcement for safety
financial-calculator
by dkyazzentwatwa
"Financial calculations: loans, investments, NPV/IRR, retirement planning, Monte Carlo simulations. Generates tables, charts, and exportable reports."
geocoder
by dkyazzentwatwa
Convert addresses to coordinates (geocoding) and coordinates to addresses (reverse geocoding). Use for location data enrichment or address validation.
batch-qr-generator
by dkyazzentwatwa
Use when asked to generate multiple QR codes from CSV data, create bulk QR codes with tracking, or generate QR codes for events/products.
script-writer
by ailabs-393
This skill should be used whenever users need YouTube video scripts written. On first use, collects comprehensive preferences including script type, tone, target audience, style, video length, hook style, use of humor, personality, and storytelling approach. Generates complete, production-ready YouTube scripts tailored to user's specifications for any topic. Maintains database of preferences and past scripts for consistent style.