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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sboghossian-mini-claude-for-legal Skill Prompt Pack Investment Agreement Venture CapitalUse when drafting a venture capital investment agreement for a Series A, B, or C round — covering investment terms, preferred share rights, anti-dilution protection, liquidation preference, board composition, investor veto rights, and protective provisions. Applicable for startups raising capital across MENA (UAE, DIFC, ADGM, KSA, LB, EG), UK, EU, and US. Trigger when a startup and its investors need to document a priced equity round and the full suite of investor protections.
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techwavedev Bundle Prompt EngineerTransforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW)
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Trtllm Flashinfer UpgradeUpgrade flashinfer-python version in TensorRT-LLM. Fetches the latest releases from GitHub (stable and nightly), compares with the current pinned version, lets the user pick a target version, and updates all version references across the repo. Use when the user wants to bump or upgrade flashinfer.
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Trtllm Serve Config GuideGenerate a source-backed starting `trtllm-serve --config` YAML for basic aggregate single-node PyTorch serving, aligned with checked-in TensorRT-LLM configs and deployment docs. Preserves explicit latency / balanced / throughput objectives. Excludes disaggregated, multi-node, and non-MTP speculative configs.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Vendor Risk Assessment QuestionnaireUse when a company needs to generate a structured due-diligence questionnaire to assess risks before onboarding a vendor or renewing a material vendor contract — covering data security practices, compliance certifications, business continuity, subcontractor management, insurance, financial stability, and incident notification procedures. Particularly important for regulated entities in MENA (financial services, healthcare, government) where third-party risk management is increasingly required by regulation.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Cross Border Data Transfer AssessmentUse when a privacy lawyer or compliance officer needs to assess the lawfulness of transferring personal data from one jurisdiction to another. Analyses adequacy decisions, appropriate safeguards (SCCs, BCRs, binding corporate rules), supplementary measures, and jurisdiction-specific risks. Covers GDPR (EU/UK), UAE PDPL, KSA PDPL, DIFC DP Law, ADGM DP Regs, and GCC data localisation requirements; includes Schrems II and post-Schrems transfer impact assessment methodology.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Employment Contract Compliance ReviewUse when reviewing an employment contract for legal and operational compliance — checking non-compete and non-solicitation clauses, IP ownership, termination terms and notice periods, and compensation structure. Flags provisions likely to cause legal disputes and proposes improved wording. Applicable across MENA (UAE, KSA, LB, EG), DIFC, ADGM, UK, EU, and US. Trigger when a company is reviewing standard employment contracts, when an employee wants a contract reviewed before signing, or when legal counsel is auditing HR documentation.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Social Media Knowledge Content PromptUse when a law firm, legal team, or lawyer needs to create accessible knowledge content for professional social media channels (LinkedIn, X/Twitter) explaining a legal or tax topic to a non-specialist audience. Produces a structured content brief and draft thread or post that translates legal complexity into plain-language explanations with concrete examples, without crossing into unauthorized legal advice. Particularly useful for MENA-facing law firms building their thought-leadership presence.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Embedded Finance Partnership AgreementUse when drafting an embedded finance partnership agreement between a regulated financial institution (FinTech or bank) and a non-financial platform that will offer financial services through its application. Covers API integration, revenue sharing, regulatory responsibilities, customer ownership, data sharing, and liability allocation. Relevant for fintech deals in UAE (CBUAE, DIFC, ADGM), KSA (SAMA), LB, EG, UK (FCA), and EU. Trigger when a platform and a licensed financial partner need to structure their embedded banking, lending, or payments arrangement.
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sboghossian-mini-claude-for-legal Skill Pa Workflow Transactional Msa Against Firm PlaybookUse when a transactional lawyer needs to review an incoming Master Services Agreement (MSA) against the firm's or client's pre-defined negotiation playbook. Loads the playbook's positions on key clauses, compares the incoming MSA clause by clause, scores deviations, highlights required negotiation positions, and generates a tracked-changes redline with playbook-sourced replacement language. Integrates with the firm knowledge RAG for playbook retrieval.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Convert Complex Document Into Key PointsUse when a lawyer or legal team needs to extract and distil the key legal issues, risks, and important points from a complex legal document into structured bullet-point format suitable for rapid review. Faster and more focused than a full summary; outputs are decision-quality points, not narrative prose. Applicable to contracts, regulatory instruments, court decisions, and due diligence reports across all jurisdictions including MENA (UAE, KSA, LB, EG, DIFC/ADGM).
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sboghossian-mini-claude-for-legal Skill Safety Compliance AI Not Privileged Disclaimer UsUse when generating legal work product using AI for US-jurisdiction matters or advising US-based law firms on disclosure obligations. Governs when and how to disclose AI assistance in the engagement letter, matter file, and client communications so that attorney-client privilege and attorney work-product doctrine are not inadvertently waived. Provides model disclosure language for engagement letters and internal matter documentation protocols.
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jmagly-ai-writing-guide Skill Compound MemoryOrchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.
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techwavedev Skill Advanced EvaluationThis 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 quality assessment.
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autohandai-community-skills Bundle Detecting Qr Code Phishing With Email SecurityDetect and prevent QR code phishing (quishing) attacks that bypass traditional email security by embedding malicious URLs in QR code images within emails.
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jmagly-ai-writing-guide Skill Reflection InjectionInject relevant past reflections into agent context at iteration start so agents learn from prior mistakes without repeating them
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techwavedev Skill Asana AutomationAutomate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
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techwavedev Skill Canva AutomationAutomate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
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techwavedev Skill Close AutomationAutomate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Kernel Tileir OptimizationOptimize existing Triton kernels for NVIDIA TileIR backend on Blackwell GPUs (sm_100+). Adds TileIR-specific autotune configs: occupancy, num_ctas, TMA descriptors. Covers kernel classification (dot-related, norm-like, elementwise, reduction), type-specific transformations, and PTX-vs-TileIR benchmarking. Triggered by: "optimize for TileIR", "add TileIR configs", "Blackwell optimization", "TMA descriptors", "2CTA mode", "occupancy tuning". Kernels use standard `import triton`; TileIR activates via ENABLE_TILE=1 when nvtriton is installed.
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jmagly-ai-writing-guide Skill Llms Txt SupportDetect and use llms.txt files for LLM-optimized documentation. Use when checking if a site has LLM-ready docs before scraping.
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techwavedev Skill Wrike AutomationAutomate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.
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techwavedev Bundle Notebooklm RAGDeep RAG layer powered by Google NotebookLM + Gemini. The agent autonomously manages notebooks via MCP tools — authentication, library management, querying, follow-ups, and caching. Opt-in for users with a Google account. Default RAG is qdrant-memory. Triggers on: '@notebooklm', 'research my docs', 'deep search', 'query my notebook', 'check my notebooks'.
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techwavedev Skill Agent EvaluationYou're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production. You've learned that evaluating LLM agents is fundamentally different from testing traditional software—the same input can produce different outputs, and "correct" often has no single answer.
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techwavedev Skill Agent Memory MCPA hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
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techwavedev Skill Gmail AutomationLightweight Gmail integration with standalone OAuth authentication. No MCP server required.
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techwavedev Skill LLM App PatternsProduction-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
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shenjj2025-oss Skill Vibecoding Master2025年最前沿的AI原生开发范式——VibeCoding。覆盖:Prompt-to-Product工作流、多轮对话管理、AI编码助手协作策略、代码质量保障、v0.dev/Lovable/Claude Code/Replit Agent工具链集成。触发词:vibecoding、VibeCoding、AI原生开发、提示即产品、AI pair programming、conversation-driven coding、prompt engineering for products
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autohandai-community-skills Bundle Performing Asset Criticality Scoring For VulnsDevelop and apply a multi-factor asset criticality scoring model to weight vulnerability prioritization based on business impact, data sensitivity, and operational importance.
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jmagly-ai-writing-guide Skill Cover Art EmbeddingPatterns for finding, processing, and embedding cover artwork into media files
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jmagly-ai-writing-guide Bundle Address Issues Threat AssessPreflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them
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jmagly-ai-writing-guide Skill Agent PersistenceEnable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.
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jmagly-ai-writing-guide Skill Infer Completion CriteriaInfer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
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autohandai-community-skills Skill Dotnet AIAI and ML skills for .NET: technology selection, LLM integration, agentic workflows, RAG pipelines, MCP, and classic ML with ML.NET.
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techwavedev Skill Pydantic Models PyCreate Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
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techwavedev Skill Crypto Bd AgentProduction-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges.
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 prompt-pack-investment-agreement-venture-capital, nvidia-tensorrt-llm-trtllm-flashinfer-upgrade, nvidia-tensorrt-llm-trtllm-serve-config-guide. 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.