MLOps
Operacions d’aprenentatge automàtic
qt-qml-attachments
bohdan-shulha
Guidance for Qt/QML chat attachment rows and message bubbles: Flow wrapping, image/file chip alignment, right/left alignment, and width/height sizing quirks. Use when fixing attachment layouts that stack vertically, wrap incorrectly, or appear full-width in Qt Quick/QML.
web-uiux-design
cha9ro
"Comprehensive UI/UX design principles for web applications based on Sociomedia Human Interface Guidelines (SHIG). Use when Claude needs to design or review web application interfaces, evaluate UI/UX decisions and patterns, create user-friendly forms and navigation, build accessible and consistent interfaces, apply object-oriented UI design principles, or optimize user workflows and reduce cognitive load."
formal-logic
biruk741
Formal logic inference rules for constructing and validating proofs. Use when building deductive arguments or checking proof validity.
bulkcut-coach
tranminhductt
Fitness and diet tracking tool. Use when the user wants to analyze food photos for calories, log workouts, calculate metabolism (BMR/TDEE), get daily calorie summaries, or generate training/diet plans. Invoked with /bulkcut-coach.
azure-functions
automindtechnologie-jpg
"Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app."
cmev-review-evidence-logic
RodelFMiguel
Review CLAIM-CMEV evidence comparison, coverage gating, cost checks and missing repair logic for incorrect or unjustified findings. Use for a requested domain review or a suspected decision-rule defect; report findings before making fixes.
cmev-run-experiment
RodelFMiguel
Run or reproduce a defined CLAIM-CMEV training, evaluation, calibration, or ablation experiment with versioned inputs and measured results. Use for model experiments and RQ1-RQ4 evidence, not routine unit tests or open-ended tuning.
cohere-python-sdk
RSHVR
Cohere Python SDK reference for chat, streaming, tool use, structured outputs, and RAG. Use when building Python applications with Cohere's Command models, embeddings, or reranking APIs.
kata-data-analysis
walternagai
Domain adapter do kata para análise de dados. Use quando a tarefa declarar domain: data-analysis. Adapta o ciclo Karpathy para pandas, notebooks, SQL, dashboards, pipelines de dados e relatórios analíticos.
but-why
h14h
Collaboratively write, update, or consult a project's WHY.md and design/ conceptual models — the documents that capture purpose, values, priorities, target users, and how users think about the product. Use when the user wants to create project documentation about why their project exists, discuss project vision or values, write a WHY.md, update conceptual models, revisit project priorities, or when you need to understand a project's purpose and values before doing work. Triggers include "but why", "write a WHY", "document the purpose", "update the why", "project vision", "collaborate on why", "update the design", "conceptual model", "what are the project values", "what's the priority", or "use but-why".
execute
biruk741
Execute tasks from a mini-orchestrator by spawning parallel subagents in waves. Reads an orchestrator file, identifies available tasks, routes them to the right model by complexity, enforces exclusive file ownership within waves, and tracks progress in a compaction-resilient way. Pure orchestrator — never edits source files directly. Use when /start-work generates a parallel execution plan, when someone says "execute my tasks", "run the orchestrator", "batch my work", or when a developer has multiple independent tasks to parallelize.
expert-systems
bmcgauley
Comprehensive guidance for understanding, designing, and implementing expert systems using rule-based inference, knowledge representation, and the complete development lifecycle. Use when users need help with expert system concepts, architecture design, rule-based reasoning (forward/backward chaining), knowledge acquisition, development planning, or implementation strategies.
friday-router
RuneweaverStudios
Austin's intelligent model router with fixed scoring, his preferred models, and OpenClaw integration
cohere-embeddings
RSHVR
Cohere embeddings reference for vector search, semantic similarity, and RAG. Covers Embed v4 (multimodal, Matryoshka dimensions), input types (CRITICAL for search quality), batch processing, and LangChain integration.
3d-web-experience
yunaamelia
"Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..."
teach
carsten-j
Learning mode - guides the user to complete tasks themselves through Socratic teaching rather than doing it for them. Use when the user wants to learn how to do something instead of having it done for them.
Distributed Scaling
sovr610
This skill should be used when the user asks to "scale training to multiple GPUs", "set up distributed training", "configure DDP", "use FSDP", "shard the model", "add gradient accumulation", "run with torchrun", "multi-node training", "rank-aware data loading", "distributed checkpointing", "scale to 7B parameters", "reduce GPU memory usage", "configure mixed precision distributed", or needs guidance on DistributedDataParallel, FullyShardedDataParallel, multi-GPU orchestration, or scaling the brain_ai system beyond single-GPU.
disable-model-invocation
hwy-game
A skill that cannot be invoked by the model.
agents
ChronoAIProject
Meta-skill for AI agents working with Chrono CLI. Provides navigation to available skills and MCP tools. Use when starting work on Chrono-related tasks to understand available capabilities, or when unsure which skill to use for a specific task.
gemini
junoh-moon
Interact with Google's Gemini model via CLI. Use when needing a second opinion from another LLM, cross-validation, or leveraging Gemini's Google Search grounding. Supports multi-turn conversations with session management.
bayesian-ppl-diagnostics
YuukiAS
Executable guidance for Bayesian workflows using Stan/CmdStanPy, brms, PyMC, and ArviZ, with legacy JAGS/OpenBUGS paths and Rcpp acceleration patterns.
ai-system-training-2
Eitanvinokur12345
"Training AI systems with real-world feedback."
glb-compressor-cli
kjanat
Compress GLB/glTF 3D models using the glb-compressor CLI. Use when running compression from the command line, writing shell scripts that compress models, or integrating into CI/CD pipelines.
product-manager
pierreribeiro
Product Manager persona for business vision and strategy. ACTIVATE when messages contain PRD, roadmap, business impact, ROI, metrics, stakeholder, product vision, business strategy, business case, go-to-market, or product planning discussions.