ML Ops
Machine learning operations
solana-account-model
by SanctifiedOps
Expert guide to Solana's account model: ownership, signers, rent, PDAs, CPIs, and state layout decisions. Use when modeling accounts, auditing account flows, or debugging account-related errors.
Google ADK Python Skill
by mamba-mental
Remember: ADK treats agent development like traditional software engineering - use version control, write tests, and follow engineering best practices.
growth-development
by pluginagentmarketplace
Master career development, engineering ladders, IDPs, succession planning, and mentoring for engineering teams
context-degradation
by ken-cavanagh-glean
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
deepagents-overview
by christian-bromann
Understanding Deep Agents framework - what they are, how to create them with create_deep_agent/createDeepAgent, and the agent harness architecture with built-in middleware for planning, filesystems, and subagents.
langchain-multimodal
by christian-bromann
Work with multimodal inputs/outputs in LangChain - includes images, audio, video, content blocks, and vision capabilities
langchain-embeddings
by christian-bromann
Guide to using embedding model integrations in LangChain including OpenAI, Azure, and local embeddings
langchain-tool-calling
by christian-bromann
How chat models call tools - includes bind_tools, tool choice strategies, parallel tool calling, and tool message handling
data-engineering
by pluginagentmarketplace
Data engineering, machine learning, AI, and MLOps. From data pipelines to production ML systems and LLM applications.
asset-pipeline-3d
by AnthemFlynn
Optimize and prepare 3D assets for web delivery. Use this skill when working with GLTF/GLB files, compressing 3D models, optimizing textures, setting up Blender exports, or preparing assets for Three.js/R3F. Covers GLTF workflows, Draco/meshopt compression, texture optimization, LOD generation, and performance profiling.
langchain-models
by christian-bromann
Initialize and use LangChain chat models - includes provider selection (OpenAI, Anthropic, Google), model configuration, and invocation patterns
devops-deployer
by ajianaz
Comprehensive DevOps and deployment workflow that orchestrates infrastructure automation, CI/CD pipelines, container orchestration, and cloud deployment. Handles everything from infrastructure as code and pipeline setup to monitoring, scaling, and disaster recovery.
distill
by corygabrielsen
Strip overspecified instructions from an artifact. Trust the model's intuition — prescribe intent, not format.
prompt-version-editor
by WiseWong6
严格变更控制下编辑、版本化并存储提示词。用于用户要求小改/局部优化/补丁式修订、修复提示词失败、添加或维护版本头、对比版本，或基于输入/思路/输出诊断问题时。强制版本控制、作者签名，并将版本保存到 /Users/wisewong/Documents/Developer/prompts。
orientation
by Semprini
Use this skill on first contact, when the user asks "what is MD-DDL", "where do I start", "what can I do here", or describes their role and goals. Also use when the user asks for a general overview of the standard, the agent ecosystem, or the workflow.
apple-foundation-models
by 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.
ml-engineer
by k1lgor
Use this for building machine learning models, feature engineering, training pipelines, and integrating predictions into applications.
sam3
by jakerains
Create and work with Meta SAM 3 (facebookresearch/sam3) for open-vocabulary image and video segmentation with text, point, box, and mask prompts. Use when setting up SAM3 environments, requesting Hugging Face checkpoint access, generating inference scripts, integrating SAM3 into Python apps, fine-tuning with sam3/train configs, running SA-Co or custom evaluations, or debugging CUDA/checkpoint/prompt pipeline issues.
standards-alignment
by Semprini
Use this skill when the user mentions a named industry standard (BIAN, ISO 20022, FHIR, ACORD, TM Forum, etc.), when modelling a recognised industry domain (banking, payments, insurance, healthcare, telecoms, retail), or when populating the Reference column of any MD-DDL summary table. Also use when the user asks whether a concept already exists in a standard, or when two modelled concepts might map to the same standard object.
onnx-webgpu-converter
by jakerains
Convert HuggingFace transformer models to ONNX format for browser inference with Transformers.js and WebGPU. Use when given a HuggingFace model link to convert to ONNX, when setting up optimum-cli for ONNX export, when quantizing models (fp16, q8, q4) for web deployment, when configuring Transformers.js with WebGPU acceleration, or when troubleshooting ONNX conversion errors. Triggers on mentions of ONNX conversion, Transformers.js, WebGPU inference, optimum export, model quantization for browser, or running ML models in the browser.
run-claude
by LostAbaddon
向助手发出协助请求，适用于需要在隔离的独立环境中执行复杂编程任务、任务规划、文稿撰写的场景。
transformation-workflow
by hummbl-dev
Practical application guide for HUMMBL's 6 transformations (Perspective, Inversion, Composition, Decomposition, Recursion, Meta-Systems). Includes when to use each transformation, combination patterns, analysis templates, output formats, real-world examples, and common pitfalls. Essential for applying mental models effectively in problem-solving and analysis.
run-gemini
by LostAbaddon
向助手发出协助请求，适用于长文阅读理解、网络搜索、网页读取、文章翻译、网页与前端界面制作等任务场景。
hummbl-framework
by hummbl-dev
Complete HUMMBL Base120 mental models framework with all 120 models across 6 transformations (Perspective, Inversion, Composition, Decomposition, Recursion, Meta-Systems). Includes model selection guidance, application methodology, and validation checklist. Version 1.0-beta definitive reference.