Skills for your AI
Explains machine learning model predictions with SHAP values, plots, debugging, feature engineering, model comparison, fairness analysis and deployment guidance. Use when the user asks why a model made a prediction, wants SHAP values or plots, needs feature im
Loads and runs Hugging Face transformer models for pipeline inference, tokenization, text generation, fine-tuning, dataset preparation, model inspection, translation, summarization, and audio/vision tasks. Use when the user asks to run a model, fine-tune on a
Reduces high-dimensional data to 2D/3D embeddings with UMAP for visualization, clustering preprocessing, supervised separation, and feature engineering. Use when the user supplies a high-dimensional dataset and wants an embedding, parameter tuning, HDBSCAN pre
Curated upstream guidance for Hf Cli; use when the workflow matches the user goal.
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quali
Create custom AI subagents with proper plugin structure, persona generation, and companion routing skills.
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
A hybrid memory system that provides persistent, searchable knowledge management for AI agents.
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Main agent orchestrator that coordinates a specialized squad of agents
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling.
Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input reaches. AI agents running in CI/CD pi
Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage — anything related to telephony, phone numbers, or voice AI.
Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.
Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and agent self-description.
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.
Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and similar systems. Use when improving AI visibility, answer engine optimization, or citation readiness.
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.
