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 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.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Vendor Agreement Red Flag ScanUse when a user pastes or uploads a vendor agreement and needs a rapid structured analysis of the clauses that create financial exposure, restrict flexibility, or are unusually one-sided — followed by suggested redlines. This is a review/redline skill, not a drafting skill. Covers payment terms, liability limits, termination conditions, IP ownership, service obligations, and governing law issues. Applicable across all commercial contracts in MENA and common-law jurisdictions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Workplace Investigation ReportUse when an HR, legal, or compliance investigator needs to draft the formal report documenting the outcome of a workplace investigation — including the allegation summary, investigation methodology, witness interviews, evidence reviewed, factual findings, credibility assessments, policy violations identified, and recommendations for disciplinary action or remediation. The report is the primary evidentiary document if the matter becomes litigation or regulatory.
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sboghossian-mini-claude-for-legal Skill Openclaw Skill Portability Claude Codex GeminiUse when adapting an OpenClaw SKILL.md for deployment on a non-Claude AI provider (OpenAI GPT/Codex, Google Gemini, Meta Llama, Mistral, or other open models). Covers the adapter pattern for translating SKILL.md frontmatter and body into provider-specific system prompt formats, function-calling schemas, and tool definitions — so a single skill source file can serve multiple AI backends without duplicating legal content.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Contract Summary For ExecutivesUse when a lawyer needs to summarise a contract for a non-lawyer executive in a one-page briefing covering the agreement's purpose, each party's key obligations, financial commitments, legal risks, and termination conditions — written so a busy executive can understand the agreement in under three minutes. Applicable to all contract types and jurisdictions; MENA-aware for UAE, KSA, LB, EG, and DIFC/ADGM commercial contexts.
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autohandai-community-skills Bundle Nvidia Nemo Evaluator Launcher Nel AssistantInteractive config wizard for NeMo Evaluator Launcher (NEL). Use when the user wants to create a new evaluation config from scratch, set up an evaluation from existing configs, or modify a NEL config (deployment, tasks, multi-node, interceptors). ALWAYS triggers on mentions of creating configs, setting up evaluations, configuring models for evaluation, or modifying NEL YAML files. Do NOT use for monitoring, debugging, or analyzing already-running evaluations.
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autohandai-community-skills Bundle Nvidia Tensorrt LLM Trtllm Code ContributionBest practices for contributing code to TensorRT-LLM. Covers the official contribution process (issue tracking, fork workflow, DCO signing), coding guidelines, implementation workflow, common mistakes, testing strategy, commit hygiene, and review readiness. Incorporates rules from CONTRIBUTING.md and CODING_GUIDELINES.md plus lessons distilled from real PR retrospectives. Use when implementing new features, optimizations, or bug fixes in the TensorRT-LLM codebase.
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autohandai-community-skills Bundle Nvidia Video Search And Summarization ReportProduce video analysis reports by discovering the deployed VSS agent, querying POST /generate for a timestamped captioned summary of the clip, then formatting the agent reply as the standard Video Analysis Report markdown.
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jmagly-ai-writing-guide Skill Artifact OrchestrationOrchestrate multi-agent artifact generation using the Primary Author, Parallel Reviewers, Synthesizer, Archive pattern
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jmagly-ai-writing-guide Bundle Cross Task LearnerEnable agent loops to learn from similar past tasks and share patterns across loops
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jmagly-ai-writing-guide Skill Browser ResetReconfigure the browser-control wiring. Rotate the Playwright MCP Bridge token, switch the target browser, or fully tear down the AIWG registration and provider injection. Walks the user through extension UI regeneration where needed; respects human-authorization gates for destructive operations.
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jmagly-ai-writing-guide Skill Browser SetupInteractive wizard that wires up @playwright/mcp end-to-end — detects the user's browsers, walks through Playwright MCP Bridge extension install, captures the per-install token, registers the MCP server in the AIWG registry with --extension and the env block, injects into the active provider's config, and verifies the connection.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Legal Hold Management ProcedureUse when drafting or implementing a legal hold management procedure for a company facing anticipated or actual litigation, regulatory investigation, or arbitration. Covers hold initiation triggers, custodian identification, notice issuance, acknowledgment tracking, hold release, and documentation for defensibility. Applicable across common-law and civil-law jurisdictions with particular attention to MENA preservation obligations.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Shareholder Agreement Key TermsUse when shareholders or their counsel need to draft or negotiate the key terms of a shareholders' agreement, covering governance, board composition, reserved matters, transfer restrictions (tag-along, drag-along, ROFR/ROFO), anti-dilution, dividend policy, deadlock resolution, and exit mechanisms. Focuses on identifying and negotiating the most commercially sensitive provisions before a full shareholders' agreement is drafted. MENA-specific guidance on enforceability of transfer restrictions and governance rights in UAE LLC, DIFC, and KSA entities.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Trademark Coexistence AgreementUse when two trademark owners holding similar or identical marks need a binding agreement defining how they will coexist in the same or overlapping markets without confusion or infringement claims — typically arising from parallel registrations, expansion into each other's territory, or to resolve a trademark office opposition. Covers permitted uses, geographic and product-class limitations, dispute mechanisms for future conflicts, and mutual consent to registration provisions. Relevant across MENA and common-law jurisdictions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Vendor Data Protection AddendumUse when a company needs to attach a data protection addendum (DPA) to a vendor or supplier agreement where the vendor may access, process, or store personal data on behalf of the company. Covers processor obligations, security requirements, sub-processing restrictions, audit rights, cross-border transfer mechanisms, and breach notification. Especially important for MENA entities subject to UAE PDPL, KSA PDPL, Egypt PDPL, or GDPR, where a written data processing agreement is legally mandatory.
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sboghossian-mini-claude-for-legal Skill Onboarding First Prompt Suggestion By PersonaUse when a user opens a new chat session for the first time, or returns to a blank composer, and the system must offer persona-appropriate starter prompt suggestions. Defines the specific suggested prompts for each user persona — lawyer, partner, in-house counsel, law student, SME founder, and consumer — along with the rendering rules, refresh logic, and time-of-day awareness. These are the clickable chips below the composer that guide a user's first interaction and reduce blank-page paralysis.
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sboghossian-mini-claude-for-legal Skill Pa Workflow Ip Prior Art Search OrchestratorUse when an IP attorney or patent agent needs a systematic prior-art search to assess novelty and non-obviousness before filing or during prosecution. Orchestrates searches across USPTO, EPO Espacenet, WIPO PatentScope, Google Scholar, industry publications, and open-source repositories, then synthesizes a structured novelty and non-obviousness assessment. Relevant for MENA filings (UAE, KSA, EG, GCC) as well as US, EP, and PCT national-phase proceedings.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Annual Report Governance SectionUse when drafting the corporate governance section of a company's annual report, covering board composition, committee activities, director attendance, remuneration policy, risk management, shareholder engagement, and compliance with the applicable governance code. Corporate governance practice area; relevant to listed companies and regulated entities across MENA and global jurisdictions.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Contract Negotiation PreparationUse when a lawyer or commercial team needs to prepare a structured negotiation brief from a contract before entering negotiations. Analyses the contract to identify clauses to renegotiate, red-line positions, clauses to protect, suggested alternative wording, and questions to put to the counterparty. Applicable to any contract type and any jurisdiction; includes MENA-specific negotiation traps around governing law, liquidated damages enforceability, and language of execution.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Draft Reply To Department NoticeUse when drafting a formal professional reply to a notice, inquiry, or assessment issued by a government department or regulatory authority — covering tax authorities, labor departments, financial regulators, customs agencies, and other public bodies. Draws on relevant legal provisions, procedural rights, and judicial or administrative precedents to contest, clarify, or comply with the notice. Applicable across MENA (UAE, KSA, LB, EG), EU, UK, and other jurisdictions. Trigger when a client has received a government notice and needs a structured, legally grounded response within the specified deadline.
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sboghossian-mini-claude-for-legal Skill Prompt Pack E Money License Application MemoUse when preparing a compliance memo outlining the regulatory requirements for obtaining an electronic money institution (EMI) or e-money license in a target jurisdiction. Covers capital requirements, governance, AML/KYC obligations, safeguarding requirements, and application process timeline. Relevant for fintech companies seeking to operate in UAE (CBUAE), DIFC (DFSA), ADGM (FSRA), KSA (SAMA), LB (BdL), EG (CBE), UK (FCA), EU (national NCAs under EMD2), and other jurisdictions. Trigger when a payments or e-money startup needs to understand the licensing pathway.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Emergency Arbitrator ApplicationUse when drafting an application for emergency arbitrator relief under institutional arbitration rules — seeking urgent interim measures before a full tribunal is constituted. Covers the urgency threshold, irreparable harm standard, prima facie case requirement, proportionality, and security for costs. Available under ICC, LCIA, SIAC, DIAC, ADCCAC, and other institutional rules. Trigger when a party to an arbitration agreement needs urgent pre-tribunal relief in hours or days, not weeks.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Independent Contractor AgreementUse when drafting an independent contractor agreement engaging a freelancer or service provider — emphasizing independent contractor status, proper classification language, payment terms, IP assignment, confidentiality, and termination provisions compliant with jurisdiction-specific worker classification tests. Applicable across MENA (UAE, KSA, LB, EG, DIFC) and internationally. Misclassification risk is significant in MENA given mandatory labour law protections; this skill helps draft a defensible ICA. Trigger when a company is engaging an individual or entity for services without a full employment relationship.
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sboghossian-mini-claude-for-legal Skill Prompt Pack Related Party Transaction PolicyUse when a company needs to draft a Related Party Transactions (RPT) policy covering identification of related parties, disclosure requirements, approval thresholds, board and audit committee review processes, arm's length standards, and regulatory compliance. Essential for MENA companies navigating UAE Commercial Companies Law, DIFC and ADGM company regulations, Saudi CG Code, and any entity preparing for listing or institutional investor scrutiny.
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techwavedev Skill Coda AutomationAutomate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
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techwavedev Skill Jira AutomationAutomate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
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, efirm-finance-contingency-fee-calculator, import-assignation-refere-communication-associe. 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.