AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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intent-solutions-io Bundle Orchestrating Multi Agent SystemsThis skill enables Claude to orchestrate multi-agent systems using the AI SDK v5. It allows Claude to set up agent handoffs, intelligent routing, and coordinated workflows across different AI providers like OpenAI, Anthropic, and Google. Use this skill when the user asks to create multi-agent systems, needs help with agent coordination, task routing, or wants to build complex workflows involving specialized agents. It is triggered by phrases like "multi-agent system", "agent orchestration", "agent handoff", "intelligent routing", or "coordinate agents".
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leoyeai-openclaw-master-skills Bundle Hallucination GuardExecution-based verification guardrail with 14 check items for AI agent output
- leoyeai-openclaw-master-skills Bundle Agent Anti False Completion
Agent 防假完成工具
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yuukias Bundle PufferlibHigh-performance reinforcement learning framework optimized for speed and scale. Use when you need fast parallel training, vectorized environments, multi-agent systems, or integration with game environments (Atari, Procgen, NetHack).
- yuukias Bundle Shap
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
- yuukias Bundle Transformers
This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks.
- yuukias Bundle Hypogenic
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis).
- yuukias Bundle MCP Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
- yuukias Bundle Pathml
Full-featured computational pathology toolkit. Use for advanced WSI analysis including multiplexed immunofluorescence (CODEX, Vectra), nucleus segmentation, tissue graph construction, and ML model training on pathology data. Supports 160+ slide formats. For simple tile extraction from H&E slides, histolab may be simpler.
- yuukias Bundle Timesfm Forecasting
Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model.
- yuukias Skill Geo Database
Archived provider note for GEO dataset lookup. Use bioinformatics-database-retrieval for active project routing.
- yuukias Bundle Scvelo
RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data. Complements Scanpy/scVI-tools for trajectory inference.
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freedomintelligence Bundle Bio Phylo Modern Tree Inference<!--
- freedomintelligence Bundle Bio Systems Biology Model Curation
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- freedomintelligence Bundle Bio Machine Learning Model Validation
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- freedomintelligence Bundle Bio Comparative Genomics Ortholog Inference
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- leoyeai-openclaw-master-skills Bundle Pinch
Secure agent-to-agent encrypted messaging via the Pinch protocol. Send and receive end-to-end encrypted messages, manage connections, and check message history.
- leoyeai-openclaw-master-skills Bundle Canva
MCP skill for canva. Provides 22 tools: upload-asset-from-url, resolve-shortlink, search-designs, get-design, get-design-pages, get-design-content, get-presenter-notes, import-design-from-url, merge-designs, export-design, get-export-formats, create-folder, move-item-to-folder, list-folder-items, search-folders, comment-on-design, list-comments, list-replies, reply-to-comment, generate-design, create-design-from-candidate, list-brand-kits
- leoyeai-openclaw-master-skills Bundle Sparkey
Temporary SSH Access for AI Agent Support
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nahisaho Skill Scientific Time Series Forecasting 2ML 時系列予測スキル。Prophet/NeuralProphet・N-BEATS・ Temporal Fusion Transformer (TFT)・時系列特徴量エンジニアリング・ バックテスト・多段階予測・アンサンブル予測。
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fusengine Bundle Elicitation 2Use when an expert agent self-reviews and self-corrects code after the Execute phase, before sniper validation (BMAD-METHOD elicitation techniques).
- fusengine Skill Sniper Check 2
Use when validating code quality after modifications. Runs sniper agent in isolated forked context for clean, fast validation.
- fusengine Bundle Agent Creator 2
Use when creating expert agents. Generates agent.toml (model tier, sandbox_mode, developer_instructions with required sections) and wires skill references.
- fusengine Bundle Guardrails 2
Use when implementing input/output guardrails, writing ethical guardrail templates, or auditing an agent/prompt for missing security controls.
- fusengine Bundle Agent Design 2
Use when choosing between workflow vs agent patterns, structuring orchestrator/subagent pipelines, or writing a Codex agent template.
- fusengine Bundle MCP Tools 2
Use when needing Xcode build automation or Apple API/WWDC documentation lookup via XcodeBuildMCP or apple-docs MCP servers.
- fusengine Bundle Prompt Library 2
Use when looking for a ready-made agent or task template (code review, support, data analysis, translation, extraction) instead of writing one from scratch.
- fusengine Bundle Prompt Testing 2
Use when comparing two prompt variants, defining quality/efficiency/robustness metrics, or deciding whether to adopt a challenger prompt over a baseline.
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tractorjuice Skill Arckit Sobc 2Create Strategic Outline Business Case (SOBC) using UK Government Green Book 5-case model
- tractorjuice Skill Arckit Fr Dr 2
[COMMUNITY] Assess Diffusion Restreinte (DR) handling compliance — marking, storage, transmission, and destruction rules for French administrative sensitive information
- tractorjuice Skill Arckit Mlops 2
Create MLOps strategy with model lifecycle, training pipelines, serving, monitoring, and governance
- tractorjuice Skill Arckit Nl Tbb 2
[COMMUNITY] Determine the Te Beschermen Belangen (TBB) category for a system or dataset using the BIV scoring method from the TBB systematiek toolkit, with any existing VIRBI 2025 rubricering applied as a floor
- tractorjuice Skill Arckit Ca Ocap 2
[COMMUNITY] Generate a First Nations OCAP® (Ownership, Control, Access, Possession) sovereignty assessment — FNIGC pre-engagement gate, per-dataset OCAP mapping, USAI and ITK considerations, repatriation and co-governance plan. Not a substitute for direct FNIGC and community engagement.
- tractorjuice Skill Arckit Tenders 2
Procurement market intelligence — award-value benchmarks, top suppliers, incumbency and concentration, from the UK Tenders MCP
- tractorjuice Skill Arckit Data Model 2
Create comprehensive data model with entity relationships, GDPR compliance, and data governance
- tractorjuice Skill Arckit Competitors 2
Competitor landscape — rival suppliers, awarded-value market share, head-to-head and concentration, from the UK Tenders MCP
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include orchestrating-multi-agent-systems, hallucination-guard, agent-anti-false-completion. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.