ML Ops
Machine learning operations
cross-model-handoff-testing
by starwreckntx
Test cross-model context handoff integrity.
computational-model-design
by starwreckntx
Design computational models for cognitive simulation and analysis.
python-immutable-accumulator
by shimo4228
"Use when building immutable state accumulators in Python. Frozen dataclass + tuple pattern with slots gotcha."
state-modeling
by velcrafting
Define client state shape and transitions for non-trivial UI flows (multi-step, branching, async, derived state).
skill-building
by WebSmartTeam
Create effective Claude Code skills and agents. Covers official frontmatter spec, global vs project scope, and the formula - references activate dormant knowledge, pet hates stop bad defaults, post-training fills gaps. Triggers: create skill, build skill, write skill, make agent, skill template, how to write skills.
owasp-llm-top-10
by yariv1025
"OWASP Top 10 for LLM Applications - prevention, detection, and remediation for LLM and GenAI security. Use when building or reviewing LLM apps - prompt injection, information disclosure, training/supply chain, poisoning, output handling, excessive agency, system prompt leakage, vectors/embeddings, misinformation, unbounded consumption."
backend-model-creation
by Workshop-Ventures
Create a new Mongoose model with proper typing, utilities, and patterns. Use when asked to "create a model", "add a data model", "create a schema", or "add a new entity".
search-video-on-web-and-gen
by xdrshjr
Search video materials on the web and generate professional videos - automated video production pipeline with yt-dlp, Doubao TTS, Remotion rendering, and background music.
azure-ai-formrecognizer-java
by Tryboy869
"Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or building custom document models."
experimenting-edge
by Git-Fg
"Optimizes AI models for edge deployment through quantization, lazy loading, and memory management. Use when deploying models to resource-constrained environments, mobile devices, or edge computing scenarios. Do not use for cloud deployment, model training, or data preprocessing."
backward-compatible-frozen-extension
by shimo4228
"Use when extending a frozen dataclass or Pydantic pipeline with new fields without breaking existing consumers."
css-fundamentals
by pluginagentmarketplace
CSS fundamentals - selectors, specificity, box model, positioning, units
llm-integration
by pluginagentmarketplace
Integrate LLMs into applications - APIs, prompting, fine-tuning, and context management
agent-builder
by Within-7
Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with capabilities, subagents, planning, or skill mechanisms (4) ask about Claude Code, Cursor, or similar agent internals (5) want to build agents for business, research, creative, or operational tasks Keywords: agent, assistant, autonomous, workflow, tool use, multi-step, orchestration
frontend-razor
by twofoldtech-dakota
Razor view patterns for Optimizely CMS projects
ai-image-generation
by Jackiexiao
"Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image"
Vercel AI SDK
by CaiZongyuan
EfficientCC is a no-code tool that turns structured technical docs (Markdown) into production-ready Claude Skills, automatically analyzing docs, planning skill blueprints, and generating SKILL.md plus reference files to power modular, high-quality AI agents.
business-model-auditor
by fefogarcia
Use this skill when users need to stress test their business model, identify scale limitations, find bottlenecks, determine if they're trading time for money, or evaluate unit economics. Activates for "can this scale," "what breaks at 10x," or business model viability questions.
frontend-razor
by twofoldtech-dakota
Apply when working with Razor views, MVC layouts, partial views, and tag helpers
ml-reviewer
by physics91
WHEN: Machine Learning/Deep Learning code review, PyTorch/TensorFlow patterns, Model training optimization, MLOps checks WHAT: Model architecture review + Training patterns + Data pipeline checks + GPU optimization + Experiment tracking WHEN NOT: Data analysis only → python-data-reviewer, General Python → python-reviewer
frontend-razor
by twofoldtech-dakota
Apply when working with Razor views, MVC layouts, partial views, and tag helpers
raydata
by SerendipityOneInc
Write, test, deploy, and troubleshoot Ray Data jobs for large-scale data processing with GPU/CPU coordination
morpheus-fashion-design
by PauldeLavallaz
Generate professional fashion/product advertising images using ComfyDeploy's Morpheus Fashion Design workflow. Use when the user asks to create fashion ads, product campaigns, commercial photography with models, or branded content. Supports model face consistency, product integration, and professional camera/lighting simulation.
search-video-on-web-and-gen
by xdrshjr
Search video materials on the web and generate professional videos - automated video production pipeline with yt-dlp, Doubao TTS, Remotion rendering, and background music.