MLOps
模型部署、评估与运维
AgentDB Learning Plugins
Microck
"Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience."
arboreto
Microck
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
people-analytics
borghei
Expert people analytics covering workforce analytics, HR metrics, predictive modeling, employee insights, and data-driven HR decisions.
cmo-advisor
borghei
Marketing leadership advisor for CMOs on brand strategy, demand generation, marketing operations, growth marketing, and revenue marketing alignment.
agile-coach
borghei
Expert agile coaching covering team transformation, agile frameworks, coaching techniques, organizational change, and continuous improvement.
sales-operations
borghei
Expert sales operations covering CRM management, sales analytics, territory planning, compensation design, and process optimization.
cfo-advisor
borghei
Financial leadership advisor for CFOs on financial planning, fundraising, investor reporting, unit economics, cash management, and financial operations.
account-executive
borghei
Expert sales execution covering pipeline management, discovery, demos, negotiation, and deal closing.
product-strategist
borghei
Expert product strategy covering market analysis, competitive positioning, go-to-market planning, and product-led growth.
data-scientist
borghei
Expert data science covering machine learning, statistical modeling, experimentation, predictive analytics, and advanced analytics.
cmo-advisor
borghei
Marketing leadership advisor for CMOs on brand strategy, demand generation, marketing operations, growth marketing, and revenue marketing alignment.
ml-ops-engineer
borghei
Expert MLOps engineering covering model deployment, ML pipelines, model monitoring, feature stores, and infrastructure automation.
coo-advisor
borghei
Operations leadership advisor for COOs on business operations, process optimization, scaling infrastructure, cross-functional alignment, and operational excellence.
marketing-analyst
borghei
Expert marketing analytics covering campaign analysis, attribution modeling, marketing mix modeling, ROI measurement, and performance reporting.
senior-ml-engineer
borghei
Expert ML engineering covering model development, MLOps, feature engineering, model deployment, and production ML systems.
cfo-advisor
borghei
Financial leadership advisor for CFOs on financial planning, fundraising, investor reporting, unit economics, cash management, and financial operations.
coo-advisor
borghei
Operations leadership advisor for COOs on business operations, process optimization, scaling infrastructure, cross-functional alignment, and operational excellence.
demand-gen-manager
borghei
Expert demand generation covering lead generation, campaign management, funnel optimization, marketing automation, and pipeline contribution.
disabled-skill
EveryInc
A skill with model invocation disabled
ctf-ai-ml
ljagiello
Provides AI and machine learning techniques for CTF challenges. Use when attacking ML models, crafting adversarial examples, performing model extraction, prompt injection, membership inference, training data poisoning, fine-tuning manipulation, neural network analysis, LoRA adapter exploitation, LLM jailbreaking, or solving AI-related puzzles.
single-cell-annotation-skills-with-omicverse
Starlitnightly
Guide Claude through SCSA, MetaTiME, CellVote, CellMatch, GPTAnno, and weighted KNN transfer workflows for annotating single-cell modalities.
security-awareness-training
Ed1s0nZ
安全意识培训的专业技能和方法论
fluentui-blazor
github
Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming.
powerbi-modeling
github
'Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.'