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 Document Production RequestUse when drafting document production requests for international arbitration proceedings, following the Redfern Schedule format. Covers categories, relevance, materiality, and the "not reasonably available" standard required by IBA Rules on the Taking of Evidence. Applicable across all major arbitral seats and institutions (ICC, LCIA, DIAC, ADCCAC, SIAC, AAA/ICDR). Trigger when a party to arbitration needs to request documents from the other side or when responding to such a request.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Earnout Provisions DraftingUse when drafting earnout provisions for an M&A agreement — covering performance metrics, measurement periods, accounting principles, operating covenants, adjustment mechanisms, and dispute resolution procedures. Earnouts bridge valuation gaps between buyer and seller and are common in technology, healthcare, and services deals. Applies across jurisdictions with particular attention to MENA (UAE, KSA, DIFC, ADGM), UK, EU, and US deals. Trigger when the acquisition agreement needs post-closing contingent consideration provisions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Memorandum Of UnderstandingUse when drafting a memorandum of understanding (MOU) recording the intention of parties to collaborate on a project, partnership, or institutional arrangement. Carefully distinguishes binding from non-binding provisions, outlines responsibilities and timeline, and sets the path to a definitive agreement. Common in government-to-government, institutional, and early-stage commercial contexts across MENA and GCC where an MOU carries significant cultural and business weight.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Motion For Summary JudgmentUse when drafting a motion for summary judgment (or equivalent dispositive motion) arguing that there is no genuine dispute of material fact and the moving party is entitled to judgment as a matter of law. Covers the standard for summary judgment, statement of undisputed facts, legal argument, and relief requested. Applicable primarily to common-law litigation in DIFC, ADGM, UK, and US courts; includes notes on analogous mechanisms in civil-law MENA jurisdictions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Regulatory Filing ChecklistUse when a company secretary, compliance officer, or lawyer needs a comprehensive checklist of regulatory filings required for a specific entity type in one or more jurisdictions. Covers annual filings, change notifications, beneficial ownership disclosures, financial reporting deadlines, and penalties for late submission. Particularly relevant for companies incorporated in or operating through UAE (onshore, DIFC, ADGM), KSA, Lebanon, and Egypt.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Trademark License AgreementUse when a trademark owner (licensor) wants to authorize another party (licensee) to use one or more registered trademarks in connection with specified goods or services in a defined territory, in exchange for royalties or other consideration. Covers quality control (the critical element that maintains trademark validity), usage guidelines, royalty mechanics, audit rights, protection obligations, and term/termination. Particularly important in MENA where trademark licensing registration requirements and Arabic language obligations vary by jurisdiction.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Agreement Legal Draft ReviewUse when reviewing an existing agreement or legal draft to identify legal risks, tax implications, and compliance issues. This prompt-pack skill for corporate/commercial review applies a structured risk-flagging methodology across contract law, regulatory compliance, and tax — with MENA-specific attention to civil-law defaults, mandatory provisions, and cross-border enforceability traps.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Anti Money Laundering PolicyUse when drafting a comprehensive AML/KYC policy for a financial institution (bank, finance company, insurance firm) covering customer due diligence, enhanced due diligence, suspicious activity reporting, record-keeping, and staff training. Closely related to the fintech-focused AML/KYC policy skill; this skill addresses the broader financial institution context with additional emphasis on correspondent banking, trade finance, and institutional EDD.
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techwavedev Bundle IOS Debugger AgentDebug the current iOS project on a booted simulator with XcodeBuildMCP.
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jmagly-ai-writing-guide Skill Prose RunExecute an OpenProse program within the current AIWG session, following the two-phase model (Forme wiring + Prose VM execution)
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Perf Workload ProfilingCode instrumentation for timing workloads. Two scenarios: (1) Training loop — inject manual timing to report per-iteration latency, throughput (samples/sec), and data load time. (2) Standalone kernel/op — write CUDA event timing code with warmup, per-iteration statistics, and anti-pattern avoidance. Also covers NVTX annotation for labeling profiler timelines. NOT for: running or analyzing profiler tools (nsys, ncu, Nsight Systems, Nsight Compute), writing kernels (Triton, CuTe, CUDA), applying optimizations (CUDA Graphs, gradient checkpointing, fusion), or interpreting roofline/SOL% metrics. Triggers: "measure throughput", "benchmark this function", "time my training loop", "samples per second", "NVTX annotate", "instrument my dataloader", "data load time", "kernel timing", "how do I time".
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sboghossian-mini-claude-for-legal Skill Prompt Pack Arbitration Agreement ClauseUse when drafting an arbitration clause for insertion into a contract, selecting an arbitration institution (ICC, LCIA, SIAC, DIAC, CRCICA, or ad hoc UNCITRAL) and specifying seat, governing law, language, number of arbitrators, and procedural rules. Arbitration practice area; particularly important for MENA contracts where choice of seat and institution affects enforceability and interim relief availability.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Workplace Investigation PlanUse when an HR, legal, or compliance team needs to design a structured investigation plan for a workplace complaint — harassment, discrimination, misconduct, fraud, or policy violation. Covers investigation scope, witness identification, interview framework, evidence preservation, confidentiality controls, timeline, and reporting chain. Applicable across MENA and international jurisdictions; especially important where labor law mandates procedural fairness in disciplinary proceedings.
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sboghossian-mini-claude-for-legal Skill Import Assignation Refere Recouvrement CreanceUse when migrating a French-law assignation en référé pour recouvrement de créance (emergency summons for debt recovery) from a legacy data source into the Louis platform data model. Handles parsing of the debt-recovery summons structure, field mapping to the Louis matter and document schema, creditor/debtor party mapping, debt amount normalization, and dry-run preview before commit. Applies to French procedure and Lebanese commercial procedure which mirrors it.
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sboghossian-mini-claude-for-legal Skill Onboarding Upgrade Prompt When Credits LowUse when a user is approaching or has hit their credit/token limit, attempts a tier-restricted feature, or shows a high-burn usage pattern. Governs the exact timing, copy, and frequency rules for surfacing upgrade prompts inside a legal AI chat product — including hard rules about deferral during emotionally sensitive conversations and mid-task interruptions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Arbitration Clause ComparisonUse when comparing arbitration clauses or institutional rules across ICC, LCIA, SIAC, DIAC, CRCICA, and SCCA to advise on seat selection, institution selection, or clause analysis. Review/analysis skill in the arbitration practice area; produces structured comparison tables covering seat, language, arbitrator appointment, emergency arbitrator, costs, and enforceability for a specific dispute type and region.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Award Enforcement ApplicationUse when drafting an application to enforce a foreign or domestic arbitral award in a specific jurisdiction, including certified copies of the award and arbitration agreement, addressing enforcement requirements and anticipating grounds for refusal. Arbitration practice area; covers enforcement under the New York Convention and MENA-specific enforcement procedures (UAE, KSA, Egypt, Lebanon, DIFC, ADGM).
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sboghossian-mini-claude-for-legal Skill Prompt Pack Equity Incentive Plan SummaryUse when drafting an employee-facing summary of a company's equity incentive plan — covering grant types (stock options, RSUs, phantom equity, warrants), vesting schedules, exercise procedures, tax implications, and treatment of equity on termination or change of control. Applicable for MENA entities (UAE, DIFC, ADGM, KSA, LB, EG) and internationally. Trigger when a company wants to communicate its equity program clearly to new or existing employees, or when HR is rolling out an ESOP or LTIP.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Expert Witness Report OutlineUse when creating a structured outline for an expert witness report for court litigation — covering the expert's qualifications summary, methodology, factual assumptions, analysis framework, opinions, and limitations. Distinct from the arbitration expert report in that it is tailored to the civil court context and applicable civil procedure rules. Applicable for disputes before UAE courts, DIFC Courts, ADGM Courts, Lebanese courts, Egyptian courts, UK courts, and other jurisdictions. Trigger when a litigation expert needs a structured approach before beginning their analysis.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Open Source Compliance ReviewUse when conducting an open source licence compliance review for a software product or codebase. Identifies open source components, classifies licence types (permissive, weak copyleft, strong copyleft), assesses compatibility with proprietary and other open source licences, flags disclosure and attribution obligations, and recommends remediation. Applicable to companies commercializing software or undergoing M&A IP due diligence.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Settlement Agreement TemplateUse when a law firm or legal team needs a reusable settlement agreement template with bracketed placeholders for repeated use across multiple matters. Produces a fully structured template with representations, mutual releases, confidentiality, non-disparagement, and dismissal mechanics, ready to be populated for specific disputes. Distinguish from prompt-pack-settlement-agreement, which targets a specific dispute; this skill produces the reusable master template.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Stablecoin Issuance FrameworkUse when a company planning to issue a stablecoin needs a legal framework memo covering reserve requirements, regulatory classification, redemption rights, audit obligations, consumer disclosures, and the applicable regulatory regime. Covers MENA-specific frameworks including UAE VARA Virtual Assets Regulation and CBUAE Payment Token Services Regulation, DIFC/ADGM virtual asset frameworks, EU MiCA, and the general architecture of stablecoin regulation globally.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Technology Transfer AgreementUse when a transferor is permanently or substantially transferring technology (patents, know-how, trade secrets, technical processes) to a transferee, with delivery of technical documentation, training, ongoing support, and performance milestones. Distinct from a technology license (temporary use right) — a technology transfer involves the permanent or deep transfer of the technology itself. MENA-specific guidance covers UAE patent assignment mechanics, SAIP registration in KSA, export control compliance, and MENA government approval requirements for technology transfers.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Transition Services AgreementUse when a seller in an M&A or divestiture transaction must continue providing IT, HR, finance, or operational services to the buyer's newly separated business for an interim period post-closing. Covers service descriptions, service levels, fees, personnel access, data migration, and termination rights. Critical in MENA transactions where infrastructure dependencies and regulatory handover timelines differ from US/EU norms.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Witness Statement ArbitrationUse when a legal team needs to draft a witness statement for international arbitration proceedings — following IBA Rules on the Taking of Evidence or applicable institutional rules (ICC, LCIA, DIAC, SIAC, ADCCAC). Covers background, factual narrative, exhibit referencing, statement of truth, and the specific structural and stylistic standards that distinguish arbitration witness statements from court statements. Particularly relevant for MENA-seated arbitrations (DIAC, ADCCAC, Bahrain Chamber) and international arbitrations involving MENA parties.
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jmagly-ai-writing-guide Skill Devkit Create AgentCreate a new agent with AI-guided expertise definition following the Agent Design Bible
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sboghossian-mini-claude-for-legal Skill Efirm Finance Contingency Fee CalculatorUse when a law firm or client needs to model and document a contingency or success-fee arrangement. Calculates fee schedules under sliding-scale and flat-percentage structures, produces expected-value tables across outcome scenarios, models the lien on recovery and expense reimbursement, and compares the contingency arrangement against an estimated hourly baseline. Covers jurisdiction-specific rules including Lebanon (success bonus only), France (pacte de quota litis prohibited), UAE/KSA (permitted with reasonableness standard), UK (CFA/DBA), and US (state-by-state).
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sboghossian-mini-claude-for-legal Skill Import Assignation Refere Communication AssocieUse when migrating a French-law assignation en référé pour communication d'associé (emergency summons for shareholder communication or document access) from a legacy data source into the Louis platform data model. Handles parsing of the legacy document structure, field mapping to the Louis matter and document schema, and dry-run preview before commit. This import skill is specific to French-procedure corporate dispute documents.
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sboghossian-mini-claude-for-legal Skill Pa Workflow Ip Docketing System MCP BridgeUse when a patent attorney or IP team needs to integrate Claude with a patent docketing system via MCP (Model Context Protocol) — pulling annuity calendars, office action deadlines, filing status, and portfolio renewal recommendations into AI-assisted workflow. Covers the bridge architecture, data schema, calendar management, and automated deadline alerts. Triggers when connecting Claude to a docketing system or when managing IP portfolio deadlines.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Delegation Of Authority MatrixUse when a company needs to draft or update a Delegation of Authority (DoA) Matrix specifying approval levels for key decisions — contracts, capital expenditure, hiring, litigation, banking, and other material matters — with escalation paths and documentation requirements. A critical internal governance control tool. MENA-aware for UAE, KSA, LB, EG corporate governance requirements, family business governance, and DIFC/ADGM regulated entity board approval standards.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Executive Employment AgreementUse when drafting an executive employment agreement for a C-suite or senior executive position. Covers base salary, bonus structure, equity compensation, benefits, change-of-control provisions, termination scenarios (for cause, without cause, good reason), severance, post-employment restrictions, and D&O coverage. Applicable across MENA (UAE, KSA, DIFC, ADGM, LB, EG) and internationally. Trigger when a company is engaging a CEO, CFO, General Counsel, or other senior executive and needs a comprehensive employment agreement that balances executive interests with company protections.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Legal Department Annual ReportUse when a General Counsel or legal operations team needs to draft an annual report for the legal department covering matter statistics, spend analysis, significant matters, risk management, operational improvements, diversity metrics, and strategic priorities. Applicable to in-house legal teams reporting to boards, CEOs, or audit committees across corporate sectors.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Legal Department Kpi DashboardUse when designing a KPI dashboard framework for a legal department. Produces a structured set of metrics covering matter volume, cycle times, spend vs budget, outside counsel utilization, contract turnaround, and client satisfaction. Applicable to in-house legal teams seeking to quantify performance and demonstrate value to leadership.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Legal Invoice Review ChecklistUse when a legal department needs to review outside counsel invoices for compliance with billing guidelines, rate approvals, task coding, block billing, and excessive charges. Produces a structured checklist and review workflow covering first-pass automated checks through manual counsel review and approval. Applicable to any in-house legal team managing outside counsel spend.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Technology Licensing AgreementUse when a licensor needs to grant a licensee rights to use technology (patents, software, know-how, trade secrets, technical processes) on an exclusive or non-exclusive basis in a defined territory. Covers license scope, sublicensing, royalty structures, IP ownership, warranties, indemnification, and audit rights. MENA-specific guidance addresses patent registration enforceability in UAE and KSA, technology license approval requirements, know-how protection, and Sharia-compliant royalty structures.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Trade Secret Protection PolicyUse when a company needs to draft or overhaul an internal trade secret protection policy — the governance document that identifies, classifies, controls access to, and enforces protection of confidential business information that derives commercial value from secrecy. Relevant for technology, pharmaceutical, financial, and manufacturing firms operating in MENA (UAE, KSA, Lebanon, Egypt), EU, and UK where trade secret law varies materially in scope and remedies.
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-technology-licensing-agreement, prompt-pack-earnout-provisions-drafting, prompt-pack-memorandum-of-understanding. 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.