MLOps

智能食谱推荐系统

z12a

Analyze Code

midhunxavier

Extract implementation details from code repositories. Translates code into methodology descriptions, algorithm steps, and experiment configurations.

omp-surface-choice

srobroek

Use when deciding whether guidance becomes a TTSR rule, a tool_call gate, a registered tool, a slash command, a skill, or stays prose.

glb-compressor-library

kjanat

Programmatic GLB/glTF 3D model compression library with a multi-phase pipeline, skinned-model awareness, and custom glTF-Transform transforms. Use when integrating compression into application code, building custom pipelines, or using individual transforms.

everclaw

profbernardoj

Open-source first AI inference — GLM-5 as default, Claude as fallback only. Own your inference forever via the Morpheus decentralized network. Stake MOR tokens, access GLM-5, GLM-4.7 Flash, Kimi K2.5, and 30+ models with persistent inference by recycling staked MOR. Open-source first model router routes all tiers to Morpheus by default — Claude only kicks in as an escape hatch when needed. Includes Morpheus API Gateway bootstrap for zero-config startup, OpenAI-compatible proxy with auto-session management, automatic retry with fresh sessions, OpenAI-compatible error classification to prevent cooldown cascades, multi-key auth rotation v2 with proactive DIEM balance monitoring and reactive 402 watchdog, Gateway Guardian v5 with direct curl inference probes (eliminates Signal spam), proactive Venice DIEM credit monitoring, circuit breaker for stuck sub-agents, nuclear self-healing restart, always-on proxy-router with launchd auto-restart, smart session archiver, three-shift cyclic execution engine (v2 with 15-minute execution loops), 24/7 always-on power configuration for macOS, bundled security skills, zero-dependency wallet management via macOS Keychain, x402 payment client for agent-to-agent USDC payments, and ERC-8004 agent registry reader for discovering trustless agents on Base.

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."

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.

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.

naval-almanack

kangarooking

当用户询问《纳瓦尔宝典》(The Almanack of Naval Ravikant) 相关内容，或在以下领域寻求建议时调用: 财富构建(怎么赚钱/股权期权/杠杆/副业与职业定位/时薪与外包决策)、判断与决策(重大选择纠结/心智模型/打工vs创业)、 幸福与心智(欲望与焦虑/接受与内耗/冥想/刷手机上瘾/愤怒与期望/攀比妒忌)、人生哲学(生命意义/该不该信玄学/诚实沟通/选朋友圈子/怎么读书学习)。 不适用于: 具体投资标的与选股、临床心理治疗、急性危机(先求助专业人士)。 Triggers: 纳瓦尔/Naval/纳瓦尔宝典/致富/财富/幸福/判断力/冥想/读书/人生意义

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.

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.

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.