ML Ops
Machine learning operations
product-leadership
by yannickYamo
Operate as a Director or CPO leading product organizations. Use when managing product portfolios, aligning with executives, communicating to boards, designing team structures, or establishing operating rhythms. Part of the Modern Product Operating Model collection.
codex
by Zpankz
Execute OpenAI Codex CLI for code analysis, refactoring, and automated editing. Also use for delegating complex debugging and research to GPT models for second opinions.
video-generation
by Superconductor
Generate videos using Google Veo models. Create 4-8 second videos from text prompts, with optional image-to-video and video extension capabilities. Veo 3.1 supports native audio generation including dialogue and sound effects.
context-engineering
by Zpankz
Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.
codex-config
by outfitter-dev
This skill should be used when configuring Codex CLI, setting up profiles, or when "config.toml", "sandbox mode", "Codex config", or "approval policy" are mentioned.
product-operating-model
by yannickYamo
Index of the Modern Product Operating Model — a collection of composable product skills. Use when user wants an overview of all product skills, doesn't know which specific skill they need, or wants to understand how the product systems connect.
laravel-policies-and-authorization
by noartem
Enforce access via Policies and Gates; use authorize() and authorizeResource() to standardize controller protections
punderstruck
by alexgreensh
Pun expert and comedy brainstorming partner. Discovers wordplay through Datamuse phonetic analysis and structured comedy theory. Use when asking for puns, dad jokes, wordplay, brainstorming creative angles, shower thoughts, roasts, jargon translations, quote remixes, or pun compositions of any length.
Google ADK Python Skill
by zircote
Remember: ADK treats agent development like traditional software engineering - use version control, write tests, and follow engineering best practices.
code-to-music
by Cam10001110101
Tools, patterns, and utilities for creating music with code. Output as a .mp3 file with realistic instrument sounds. Write custom compositions to bring creativity to life through music. This skill should be used whenever the user asks for music to be created. Never use this skill for replicating songs, beats, riffs, or other sensitive works. The skill is not suitable for vocal/lyrical music, audio mixing/mastering (reverb, EQ, compression), real-time MIDI playback, or professional studio recording quality.
data-pipeline-engineering
by lv416e
"Use when building or modifying any data pipeline, before writing transformation logic - idempotent-first approach covering schema design, quality checks, incremental loads, CDC, and observability that ensures every step is repeatable and verifiable データパイプラインの構築や変更時、変換ロジックを書く前に使用 - スキーマ設計、品質チェック、増分ロード、CDC、オブザーバビリティを網羅する冪等性ファースト手法により、全ステップの再実行可能性と検証可能性を保証"
data-pipeline-manager
by dangeles
Design and troubleshoot robust data pipelines with comprehensive quality validation, error handling, and monitoring capabilities for bioinformatics and data processing workflows
openrouter
by DimitriGilbert
Expert OpenRouter API assistant for AI agents. Use when making API calls to OpenRouter's unified API for 400+ AI models. Covers chat completions, streaming, tool calling, structured outputs, web search, embeddings, multimodal inputs, model selection, routing, and error handling.
sequelize-patterns
by joneqian
Sequelize Node.js ORM for SQL databases. Use for database models, migrations, associations, queries, transactions, validations, hooks, and working with PostgreSQL, MySQL, MariaDB, SQLite, SQL Server.
coreml-optimizer
by ckorhonen
Optimize CoreML models for iOS and macOS deployment. Covers quantization, palettization, pruning, Neural Engine targeting, compute unit selection, and performance profiling. Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.
design-system-foundations
by KentoShimizu
"Define scalable design-system foundations with clear ownership and adoption boundaries. Use when multiple teams need shared component standards, foundational patterns, and ownership rules to deliver consistent UI across products; do not use for backend data-model or deployment pipeline decisions."
financial-model-architect
by luisschmitzheadline
Build comprehensive 3-5 year financial models projecting revenue, expenses, headcount, cash flow, and runway. Model unit economics, scenario planning, and path to profitability. Generate investor-ready HTML reports with detailed projections and charts.
django-app-development
by KentoShimizu
"Django application development workflow for production-grade app changes. Use when Django-specific code (models, views, serializers/forms, routing, settings, middleware, auth flows) must be implemented or revised with framework runtime behavior in scope; do not use for repository-wide architecture governance or release management policy."
architecture-tradeoff-analysis
by KentoShimizu
"Architecture trade-off analysis workflow for comparing options with explicit criteria, weighting, and sensitivity under uncertainty. Use when multiple viable architecture choices exist and rationale must be defensible; do not use after architecture direction is already fixed."
architecture-ddd
by KentoShimizu
"Domain-driven design workflow for bounded context partitioning, aggregate design, and context mapping in complex domains. Use when domain complexity or organizational scaling requires explicit model boundaries; do not use for small CRUD domains without competing language models."
db-conceptual-modeling
by KentoShimizu
"Conceptual data modeling workflow for domain entities, relationships, and lifecycle boundaries. Use when teams must align on domain meaning before logical/physical schema decisions; do not use for index-only or migration-only tasks."
llm-fine-tuning-guide
by qodex-ai
Master fine-tuning of large language models for specific domains and tasks. Covers data preparation, training techniques, optimization strategies, and evaluation methods. Use when adapting models for specialized applications, reducing inference costs, or improving domain-specific performance.
mlops-engineer
by olehsvyrydov
Senior MLOps Engineer with 8+ years ML systems experience. Use when integrating LLM APIs (Gemini, OpenAI, Groq), building AI pipelines, managing prompts, setting up model serving, implementing AI cost optimization, or building training data pipelines.
excel-lbo-modeler
by Jst-Well-Dan
Build leveraged buyout (LBO) models in Excel with debt schedules and IRR analysis. Use when structuring LBO transactions or analyzing PE returns. Trigger with phrases like 'excel lbo', 'build lbo model', 'calculate pe returns'.