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 Joint Venture AgreementUse when drafting a joint venture agreement between two or more parties establishing a shared commercial enterprise. Covers ownership structure, capital contributions, management, profit and loss allocation, exit mechanisms, deadlock resolution, and non-compete obligations. Applies to contractual and corporate JV structures across MENA, GCC, EU, and common-law jurisdictions, with special attention to foreign ownership restrictions and Sharia-compliant considerations.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Request For ArbitrationUse when counsel needs to draft a Request for Arbitration (RfA) to be filed with an arbitral institution on behalf of a claimant. Covers factual summary, statement of claims, relief sought, proposed arbitrators, procedural requests, and required institutional attachments. Applicable to ICC, LCIA, DIAC, ADCCAC/ADIAC, CRCICA, SCCA, SIAC, ICSID, and UNCITRAL ad hoc proceedings, with MENA-specific guidance on seat selection and mandatory content under UAE, KSA, and DIFC/ADGM arbitration laws.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Shareholders ResolutionUse when a company needs to draft a shareholders' (or members') resolution to formally approve a corporate action — director elections, capital increases, amendment of constitutional documents, major transactions, or any matter requiring shareholder approval under applicable company law or the company's own constitutional documents. MENA-specific guidance covers UAE onshore LLC requirements (notarized MOA amendments), DIFC/ADGM special/ordinary resolution thresholds, and KSA general assembly formalities.
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sboghossian-mini-claude-for-legal Skill Import Vendor Due Diligence Patrick MunroUse when migrating the Patrick Munro vendor due-diligence methodology into the mini-claude-for-legal format. This adapter maps structured third-party risk assessment logic — legal, financial, operational, and compliance due-diligence workstreams — into the standard skill model. Relevant for technology vendor selection, supply-chain risk management, M&A target diligence, and regulatory vendor-oversight requirements across MENA (UAE, KSA, LB) and common-law (DIFC, ADGM, UK) jurisdictions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Asset Purchase AgreementUse when drafting an asset purchase agreement (APA) for a buyer to acquire specific assets or a business unit from a seller, rather than shares. Corporate M&A practice area; covers asset schedules, assumed/excluded liabilities, employee transfer obligations, contract assignment, purchase price allocation, and transition services — with MENA-specific attention to asset transfer mechanics, regulatory consents, and employment law considerations.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Case Law Research PromptUse when a disputes lawyer, in-house counsel, or legal researcher needs a structured case law research output on a specific legal topic, covering leading authorities, their facts, legal principles, court decisions, and practical takeaways for practitioners. Designed for MENA, DIFC/ADGM, GCC, UK, EU, and any specified jurisdiction; acknowledges that case law plays a different role in civil-law versus common-law systems.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Legal Opinion On DisputeUse when a lawyer or in-house counsel needs to draft a formal legal opinion analyzing the merits of a claim or defense under a specified jurisdiction's law. Covers liability assessment, damages exposure, litigation risk, probability of success, and recommended course of action. Applicable to disputes in MENA courts (UAE, KSA, LB, EG), DIFC/ADGM Courts, international arbitration, and common-law litigation.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Matter Closing ProcedureUse when drafting a matter closing procedure for a law firm or legal department covering final billing, client communication, file organization, document retention, conflict system updates, lessons learned, and archiving. Ensures matters are closed in a defensible and organized manner and that institutional knowledge is preserved. Applicable to transactional, litigation, and advisory matters.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Professional Email DraftUse when a lawyer needs to draft a professional email to a client, counterparty, or court explaining a legal issue, the firm's position, or a recommended course of action. Covers tone calibration, legal-position framing, privilege markers, and jurisdiction-appropriate formality. Useful for client updates, demand letters styled as emails, settlement proposals, and regulatory correspondence in MENA and international practice.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Share Purchase AgreementUse when a buyer is acquiring shares in a target company from selling shareholders, requiring a full share purchase agreement covering purchase price mechanics, representations and warranties, indemnification, conditions precedent, and closing mechanics. MENA-specific guidance covers UAE Commercial Companies Law requirements, DIFC/ADGM share transfer mechanics, KSA foreign investment approval requirements, notarization and regulatory filing obligations, and the treatment of civil-law limitations on warranty and indemnity structures.
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techwavedev Skill X Twitter ScraperX (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server.
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sboghossian-mini-claude-for-legal Skill Import Legal Risk Assessment Zacharie LaikUse when migrating the Zacharie Laik legal risk-assessment methodology into the mini-claude-for-legal format. This import adapter preserves the Laik practitioner framework — structured risk identification, qualitative scoring, and mitigation sequencing — mapping it into the standard skill model with MENA and civil-law jurisdictional context. Triggers when importing a risk-assessment skill attributed to or modelled on the Laik approach.
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sboghossian-mini-claude-for-legal Skill Onboarding Persona Detection QuestionsUse when a new user must be guided through a brief onboarding quiz to determine their persona for a legal AI assistant. Defines the exact 3–4 quiz questions, the valid answer options, the mapping from answers to personas, and the anti-patterns that cause quiz abandonment. The quiz output feeds the B2C vs B2B fork, the starter prompt selection, and the persona setting in the user profile. Never ask more than 4 questions; always offer a skip path.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Board Resolution TemplateUse when generating a reusable board resolution template for any approval, appointment, or policy change, with fill-in fields for company name, action, authorized signatories, and jurisdiction-specific signature blocks. Corporate governance practice area; this is the blank-template companion to the substantive board-resolution skill — useful when the user needs a clean structural template to adapt for a recurring use case.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Content License AgreementUse when a licensor needs to grant rights to use content (images, video, articles, music, software, brand assets) to a licensee for defined purposes. Produces a structured Content License Agreement covering scope, exclusivity, permitted uses, restrictions, attribution, fees, and takedown obligations. Relevant across MENA (UAE, KSA, LB, EG), DIFC/ADGM, EU (GDPR and DSA), and UK; addresses how copyright treatment differs between civil-law MENA systems and common-law DIFC/ADGM/UK frameworks.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Expert Report ArbitrationUse when preparing the outline and structure of an expert report for international arbitration proceedings — covering the expert's qualifications, scope of instructions, methodology, data reviewed, opinions, and compliance with institutional requirements such as IBA Rules on Taking of Evidence. Applicable for financial damages, technical, industry practice, and valuation experts in arbitrations before ICC, LCIA, DIAC, ADCCAC, SIAC, and other institutions. Trigger when party-appointed expert counsel needs to structure a formal arbitration expert report.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Full Contract Risk ReviewUse when reviewing a commercial contract to identify legal risks, unclear clauses, missing protections, and terms that expose a named company to financial or legal liability. Produces a structured report with sections for high-risk clauses, ambiguous language, missing protections, one-sided provisions, and suggested revisions. Applicable to any commercial contract type across all jurisdictions. Trigger when a company or its counsel needs a systematic risk review before signing any significant agreement.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Master Services AgreementUse when drafting a master services agreement (MSA) establishing a framework under which a service provider will deliver ongoing services to a client under individual statements of work. Covers service scope, change orders, SLA terms, liability caps, insurance, IP ownership, data protection, and audit rights. Applicable across MENA, GCC, EU, UK, and US jurisdictions with civil-law and common-law adaptations.
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techwavedev Skill LLM EvaluationImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
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techwavedev Skill Prompt CachingCaching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...
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techwavedev Skill Prompt LibraryCurated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-...
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autohandai-community-skills Bundle Nvidia Megatron Bridge Nemo Rl E2e TestingExternal NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron policy setup, HF import/export, checkpoint/resume, non-colocated vLLM refit, delta weight transfer, optional LoRA/generation variants, and questions such as "does this model work in NeMo-RL", "run NeMo-RL e2e", or "external RL loop validation". Covers running NeMo-RL Megatron policy jobs from a Bridge checkout, choosing GRPO/SFT/checkpoint/non-colocated refit variants, setting PYTHONPATH so NeMo-RL imports the local Bridge tree, and reporting pass/fail evidence.
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autohandai-community-skills Bundle Nvidia Model Optimizer Release Cherry PickCherry-pick merged PRs labeled for a release branch into that branch, then open a PR and apply the cherry-pick-done label. Use when asked to "cherry-pick PRs for release/X.Y.Z", "pick PRs to release branch", or "cherry-pick labeled PRs".
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Perf Host OptimizationProfiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned). Runs iterative profile-analyze-optimize-validate rounds. Use when GPU utilization is low or optimizing PyExecutor throughput.
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Perf Torch Cuda GraphsApply CUDA Graphs to PyTorch workloads — API selection (torch.compile, PyTorch make_graphed_callables, TE make_graphed_callables, MCore CudaGraphManager, FullCudaGraphWrapper, manual torch.cuda.graph), code compatibility, capture workflows, dynamic pattern handling, and troubleshooting. Triggers: CUDA graph, torch.cuda.graph, make_graphed_callables, reduce-overhead, graph capture, graph replay, kernel launch overhead, CudaGraphManager, FullCudaGraphWrapper, full-iteration graph, stream capture.
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jmagly-ai-writing-guide Bundle Mission ControlOrchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stop
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sboghossian-mini-claude-for-legal Skill Efirm Finance Partner Comp AllocatorUse when a law-firm administrator or managing partner needs to model, allocate, or review partner compensation for a period. Covers the full input set (billable hours, origination credit, working credit, supervision credit, firm contributions), all major allocation models (lockstep, eat-what-you-kill, hybrid), and outputs a structured recommendation with sensitivity analysis and benchmarks. Designed for multi-jurisdiction law firms including MENA practices.
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sboghossian-mini-claude-for-legal Skill Import Requete Cph Licenciement Faute GraveUse when migrating a French Conseil de Prud'hommes (CPH) pleading skill for gross-misconduct dismissal (licenciement pour faute grave) into the mini-claude-for-legal format. The adapter maps legacy CPH claim-drafting logic — requête, articulation des faits, qualification juridique, and demande indemnitaire — into the standard skill model under French employment law. Primary jurisdiction France; Barème Macron indemnity rules and procedural requirements of the CPH apply.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Complex Law Simple SummaryUse when a lawyer needs to summarise a complex legal or tax provision in plain language suitable for a non-lawyer client or business team. The output captures key compliance requirements, practical implications, and any action items — stripping technical jargon while preserving all substantive meaning. Applicable to any jurisdiction; MENA-aware for UAE, KSA, LB, EG, and GCC regulatory instruments.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Convert Law Into ChecklistUse when a lawyer or compliance professional needs to convert a legal provision, regulation, or statute into a practical, actionable compliance checklist for business use. The output enables non-lawyers to self-assess compliance without re-reading the underlying law. Applicable to any legal instrument and any jurisdiction; particularly useful for MENA regulations (UAE, KSA, LB, EG, DIFC/ADGM) that are frequently updated and not always available in accessible English-language summaries.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Due Diligence Request ListUse when preparing a comprehensive due diligence request list (DDRL) for an M&A acquisition — covering corporate documents, financials, material contracts, IP, real property, employment, litigation, regulatory compliance, and IT/data. Tailored to the target company's industry and jurisdiction. Relevant for transactions in MENA (UAE, KSA, DIFC, ADGM, LB, EG) and internationally. Trigger when buy-side counsel needs to send an initial or supplemental document request to the seller or its counsel.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Ip Due Diligence ChecklistUse when conducting IP due diligence in connection with an M&A transaction, investment, or licensing deal. Generates a comprehensive checklist covering patents, trade marks, copyrights, trade secrets, licences, assignments, encumbrances, and ongoing/threatened IP litigation. Relevant for target-company evaluation across MENA, EU, UK, and US IP registries.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Outside Counsel GuidelinesUse when drafting outside counsel guidelines (OCGs) for a company's legal department governing how external law firms bill, staff, manage, and report on legal matters. Covers billing requirements, approved rate structures, staffing and supervision standards, invoice submission, e-billing, diversity requirements, and performance metrics. Applicable to any in-house legal department managing external counsel spend.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Software License AgreementUse when a software licensor needs to draft a license agreement granting a licensee rights to use specific software. Covers license scope, permitted users, use restrictions, fees and maintenance, IP ownership, warranties, limitation of liability, and termination. MENA-specific guidance addresses UAE copyright law treatment of software, enforceability of seat-of-use restrictions across MENA free zones and onshore entities, and the distinction between software license and SaaS agreements in Arab civil-law jurisdictions.
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techwavedev Skill Vercel AutomationAutomate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
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techwavedev Bundle Audio TranscriberTransform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration
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-joint-venture-agreement, prompt-pack-request-for-arbitration, prompt-pack-shareholders-resolution. 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.