domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
12

apple-foundation-models

Use this skill when working with Apple's Foundation Models framework for on-device AI and LLM capabilities in iOS/macOS apps

Eyadkelleh
Eyadkelleh
data-ai
open
llm-ai
12

research-methodology

Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation

vinnie357
vinnie357
data-ai
open
machine-learning
12

agent-machine-learning-engineer

Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time inference, and edge deployment with focus on reliability and performance at scale.

Tony363
Tony363
data-ai
open
machine-learning
12

agent-nlp-engineer

Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP systems with focus on multilingual support and real-time performance.

Tony363
Tony363
data-ai
open
llm-ai
12

browser-automation

使用AI驱动的浏览器自动化工具集,支持自然语言指令执行网页交互、数据提取、表单填写等任务。集成Amazon Bedrock AgentCore、Nova Act和Browser Use,提供实时浏览器视图和批量数据采集能力。

hy714335634
hy714335634
data-ai
open
llm-ai
12

breakdown

Break down a PRD or CRD into self-contained implementation tasks for LLM execution. Use when you have a PRD/CRD file and want to generate executable task files for autonomous implementation.

vinzenz
vinzenz
data-ai
open
llm-ai
12

template-skill

Replace with description of the skill and when Claude should use it.

kofttlcc
kofttlcc
data-ai
open
llm-ai
12

implement-sonnet

Implement code using sonnet model with full main context access

Z-M-Huang
Z-M-Huang
data-ai
open
llm-ai
12

agent-mcp-developer

Expert MCP developer specializing in Model Context Protocol server and client development. Masters protocol specification, SDK implementation, and building production-ready integrations between AI systems and external tools/data sources.

Tony363
Tony363
data-ai
open
llm-ai
12

salvador

Autonomous p5.js visualization agent. It implements, inspects, critiques design/UX, fixes, and launches the result.

tolitius
tolitius
data-ai
open
machine-learning
12

model-deployment

Model-Deployment standards for model deployment in Ml Ai environments.

williamzujkowski
williamzujkowski
data-ai
open
llm-ai
12

triz

TRIZ systematic innovation methodology with AI-enhanced prompts. Use when: (1) Technical contradiction - improve A but B worsens, (2) Physical contradiction - need opposite properties, (3) Cross-industry solutions via FOS/MOS, (4) Technology evolution prediction, (5) Complex engineering problems. Triggers: "TRIZ", "contradiction", "inventive", "trade-off", "improve without worsening", "ข้อขัดแย้งทางเทคนิค", "innovation breakthrough"

ThepExcel
ThepExcel
data-ai
open
llm-ai
12

council

Query multiple AI agents in parallel for diverse perspectives. Use when you want multiple viewpoints on a question, to compare approaches, or to find consensus among AI models.

johnlindquist
johnlindquist
data-ai
open
machine-learning
12

mlops

MLOps engineering covering ML pipeline design, model versioning, experiment tracking, deployment strategies, drift detection, and monitoring for production ML systems with tools like MLflow, Kubeflow, and model registries

williamzujkowski
williamzujkowski
data-ai
open
machine-learning
12

advanced-feature-engineering

生成適用於金融機器學習的高質量特徵。包含分數階差分 (Fractional Differentiation) 與無前視偏差的滾動標準化。

kofttlcc
kofttlcc
data-ai
open
machine-learning
12

learned-skills-index

Index directory for automatically learned skills from execution feedback

Tony363
Tony363
data-ai
open
machine-learning
12

agent-mlops-engineer

Expert MLOps engineer specializing in ML infrastructure, platform engineering, and operational excellence for machine learning systems. Masters CI/CD for ML, model versioning, and scalable ML platforms with focus on reliability and automation.

Tony363
Tony363
data-ai
open
llm-ai
11

ai-governance

AI governance and compliance guidance covering EU AI Act risk classification, NIST AI RMF, responsible AI principles, AI ethics review, and regulatory compliance for AI systems.

melodic-software
melodic-software
data-ai
open
data-analysis
11

financial-unit-economics

Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scalability, comparing business models, or when user mentions unit economics, CAC/LTV ratio, contribution margin, customer profitability, break-even analysis, or needs to determine if a business can be profitable at scale.

lyndonkl
lyndonkl
data-ai
open
llm-ai
11

brainstorming-skill

This skill should be used when users need to generate ideas, explore creative solutions, or systematically brainstorm approaches to problems. Use when users request help with ideation, content planning, product features, marketing campaigns, strategic planning, creative writing, or any task requiring structured idea generation. The skill provides 30+ research-validated prompt patterns across 14 categories with exact templates, success metrics, and domain-specific applications.

Jamie-BitFlight
Jamie-BitFlight
data-ai
open
llm-ai
11

selecting-agents

Decision guide for choosing the right specialized agent for each task type

cipherstash
cipherstash
data-ai
open
llm-ai
11

applying-brand-guidelines

Apply brand voice, tone, and style guidelines to written content across platforms. Use this skill when writing or editing content that needs to reflect a specific brand identity, adapting content for LinkedIn, Substack, X (Twitter), or other platforms while maintaining brand consistency. Triggers include requests to write on-brand content, apply brand voice, adapt content for platforms, or review content for brand alignment.

jamesgray007
jamesgray007
data-ai
open
llm-ai
11

template-meta-prompt-creation

Create Level 6 template meta-prompts that generate other prompts. Use when building prompt generators, designing high-leverage meta-prompts, or creating templates that scaffold other prompts.

melodic-software
melodic-software
data-ai
open
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