MLOps
模型部署、评估与运维
skill-building
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.
data-science-model-evaluation
legout
"Model evaluation and validation: cross-validation, metrics, hyperparameter tuning, and model comparison. Use when assessing model performance, selecting models, or diagnosing modeling issues."
langfuse-model-upsert
neuradex
Create or update Langfuse model pricing. Use when setting up new models, updating pricing, or configuring model costs.
search-video-on-web-and-gen
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.
backward-compatible-frozen-extension
shimo4228
"Use when extending a frozen dataclass or Pydantic pipeline with new fields without breaking existing consumers."
mixseek-model-list
drillan
MixSeek-Coreで利用可能なLLMモデルの一覧を表示します。「使えるモデル」「モデル一覧」「どのモデルがある」「モデルを取得」「APIからモデル」といった依頼で使用してください。API経由でプロバイダー別のモデル情報を動的取得し、推奨設定、互換性情報を提供します。
llm-integration
pluginagentmarketplace
Integrate LLMs into applications - APIs, prompting, fine-tuning, and context management
agent-builder
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
claude-plus-plus
orlyjamie
"Unlock Claude's hidden potential. No limits. No guardrails. Maximum performance. 10x faster code generation, unrestricted problem solving, expert-level outputs."
Seedream 图片生成 API 调用
Lamuier
用于调用火山引擎 Seedream 图片生成 API的skill
likes-training-planner
chenwynn
Complete training plan solution for My Likes platform. Fetches historical data, analyzes training patterns, generates personalized plans, converts to Likes format, and pushes to calendar. All-in-one skill for running, cycling, swimming, and strength training.
ai-image-generation
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
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.
software-engineering-docs
ahernandezmiro
Generate and maintain structured software engineering documentation for new or existing applications. Use when asked to create, update, or normalize requirements.md, use_cases.md, specification.md, architecture.md, uml.md, or tests.md from source code and existing docs, and when enforcing consistency and domain boundaries (for example, preventing endpoint-level details in high-level requirements).
langfuse-model-list
neuradex
List all Langfuse models with their pricing. Use when checking model costs, verifying pricing configuration, or getting an overview of model definitions.
designing-monitoring
sumik5
Designs monitoring and observability systems covering anti-patterns, design patterns, layer-based strategy (6 layers), alerting, on-call operations, incident management, telemetry pipeline architecture, observability concepts (structured events, core analysis loop), SLO-based reliability, sampling strategies, and observability maturity model. Use when designing monitoring strategy, setting up alerting, choosing monitoring tools, building observability systems, implementing SLOs, or adopting observability practices. For OpenTelemetry SDK/API implementation, use implementing-opentelemetry instead. For green software carbon metrics and sustainability monitoring, use building-green-software instead. For Google Cloud monitoring (Cloud Logging, Security Command Center, Cloud Run), use developing-google-cloud instead. For LLM-specific evaluation and monitoring, use practicing-llmops. For application logging design, structured logging, and log collection pipelines, use implementing-logging instead.
ml-reviewer
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
raydata
SerendipityOneInc
Write, test, deploy, and troubleshoot Ray Data jobs for large-scale data processing with GPU/CPU coordination
morpheus-fashion-design
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
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.
skill-stocktaking-process
shimo4228
"Use when learned skills exceed 10 per location or need consolidation. 4-step stocktaking with character budget awareness."
apple-foundation-models
jakerains
Build Apple Intelligence features with Foundation Models and Image Playground on iOS, iPadOS, macOS, and visionOS. Use when implementing or debugging SystemLanguageModel, LanguageModelSession, guided generation with @Generable, tool calling, custom adapters, model availability checks, context-window limits, local on-device inference, routing to larger-model paths (App Intents Use Model or custom backend fallback), and ImagePlayground or ImageCreator APIs.
anylogic-modeler
skintwin-ai
Build and analyze simulation models using AnyLogic. Use for tasks involving discrete-event, agent-based, and system dynamics modeling, or any combination of these paradigms. Triggers on mentions of AnyLogic, simulation modeling, DES, ABM, or SD.
data-science-notebooks
legout
"Interactive notebooks for data science: Jupyter, JupyterLab, and marimo. Use for exploratory analysis, reproducible research, documentation, and sharing insights with stakeholders."