Compétences

Audit Terms of Service, user agreements, and privacy policies for consumer risks, producing a structured report that flags unfair clauses, data traps, and liability issues. Trigger when a user asks to review, audit, or analyze a ToS, privacy policy, or user agreement, or mentions specific concerns like auto-renewal or data authorization.

Recherche de fiches individuelles dans l'annuaire "Enseignants-chercheurs" du Portail Universitaire du Droit (univ-droit.fr/universitaires). Utiliser ce skill dès que l'utilisateur demande de chercher, vérifier ou retrouver un enseignant-chercheur — professeur, professeur junior, maître de conférences, PRAG, directeur/chargé de recherche, professeur associé — sur univ-droit.fr, que ce soit pour trouver sa fonction, son université de rattachement, sa bibliographie, son laboratoire, ou pour vérifier l'orthographe d'un nom, même si l'URL exacte de la fiche n'est pas connue à l'avance.

Recherche de fiches individuelles dans l'annuaire "Docteurs en droit" du Portail Universitaire du Droit (univ-droit.fr/annuaire-des-docteurs-en-droit). Utiliser ce skill dès que l'utilisateur demande de chercher, vérifier ou retrouver un docteur en droit (titulaire d'un doctorat, non enseignant-chercheur en poste) sur univ-droit.fr, que ce soit pour trouver le sujet et la date de sa thèse, son directeur de thèse, son établissement, sa bibliographie, ou pour vérifier l'orthographe d'un nom, même si l'URL exacte de la fiche n'est pas connue à l'avance.

Recherche et vérification de revues et encyclopédies juridiques francophones via le site public meta-doctrinal.org (Annuaire des revues, 300+ titres ; Annuaire des encyclopédies, ~280 titres — JurisClasseurs, Répertoires, Lamy, Mémentos, etc.). Utiliser ce skill dès qu'un utilisateur demande si une revue ou encyclopédie juridique existe, veut retrouver sa fiche, cherche sa direction scientifique, ses auteurs, son éditeur, ses consignes éditoriales, ou veut comparer/lister des titres par éditeur (Dalloz, LexisNexis, Lamy Liaisons, Éditions Législatives, Lextenso, Lexbase, Éditions Francis Lefebvre, Berger-Levrault). Toujours consulter ce skill avant de répondre de mémoire à ce type de question — meta-doctrinal.org est la source de référence à interroger en direct, même si le titre semble connu.

Arbitrator research tool for investor-State dispute settlement (ISDS), built for arbitration counsel. It produces reliable, structured, and thorough insights into arbitrators' experience, and can identify, evaluate, and rank the suitability of arbitrators for specific disputes. The tool flags arbitrator decisions and publications that bear on the issues in the dispute, checks an arbitrator's caseload, and suggests additional issues for counsel's consideration prior to nomination. Try asking about specific arbitrators, or describe your dispute and ask for a shortlist of suitable arbitrator candidates. Outputs are grounded in the UNCTAD ISDS Navigator dataset, targeted live lookups (ICSID), and additional verification from primary sources. For best functionality, also download the isds-research skill.

Condense a scholarly legal article by moving nonessential detail from the body into substantive footnotes while preserving every word and keeping the argument self-sufficient. Handles Markdown and Word (.docx), integrates moved material with existing notes, measures a user-specified relegation fraction (25% by default), and delivers a move-by-move memo. Use when asked to "push detail into footnotes," "relegate to footnotes," "footnote the caveats," "move the digressions down," or tighten a dense draft without deleting content. Word output requires file access plus document-conversion and rendering support; when those capabilities are unavailable, deliver Markdown and the memo or ask for a convertible source.

Outil pour juristes : recherche jurisprudentielle et normative fiable, rigueur de citation totale. Spécialisé en droit des étrangers/asile, avec articulations vers droit du travail, droit social et droit européen de la matière, et capacité de comparaison entre pays — mais entièrement capable, même rigueur, sur toute autre branche du droit français/européen (civil, commercial, administratif, pénal...) : la spécialisation enrichit, elle ne limite pas. Couvre jurisprudence (Cass., CE, CAA, TA, CNDA, Cons. constit., CNIL, CEDH, CJUE), normes (codes français à toute date, droit UE, traités, accords bilatéraux, 59 droits étrangers, BOFiP, conventions collectives), fiche d'arrêt, analyse approfondie, comparaison, analyse contradictoire sur demande. Pour la pleine capacité, installer les MCP associés (LibreJustice, OpenLegi, Moonlit) — voir Prérequis. Actif sur \"résume cet arrêt\", \"que dit l'article X\", \"compare ces arrêts\", \"analyse contradictoire\", et toute question de droit.

Expertise complète en droit français des étrangers, de l'asile et de la nationalité — entrée et visas, séjour (CESEDA livre IV, AES, étranger malade, regroupement familial, métiers en tension), éloignement et contentieux (OQTF, IRTF, rétention, référés, TA/CAA/CE), asile (OFPRA, CNDA, Dublin, CMA/ADA), nationalité et droits sociaux des étrangers (AME, PUMa, RSA, AAH, ASPA). Interroge en priorité trois connecteurs MCP complémentaires — OpenLegi (textes, jurisprudence administrative), LibreJustice (recherche sémantique tous ordres) et Legal Data Hunter (rétention/JLD, graphe de citations, statut de validité) — puis les sources officielles (Légifrance, ANEF, OFPRA, CNDA) et la doctrine associative (GISTI, Cimade, ADDE, Comede, Anafé). Déclencher dès qu'une question porte sur un étranger en France, même sans vocabulaire juridique — « papier de la préfecture », « récépissé périmé », « la CAF refuse le RSA » — et pour toute consultation, recours, note ou vérification de références dans ces matières.

Evaluate completed mediation-competition problems consisting of general information and confidential packets for both sides. Use when asked to validate, audit, score, quality-control, or assess competition readiness; identify factual, numerical, chronological, authority, commercial-logic, or confidentiality defects; test mediation usefulness, BATNAs, settlement corridors, information asymmetry, and opportunities for firmness, cooperation, imagination, and clarification; or produce an author-only validation report. Perform a qualified partial review when packets are missing. Diagnose by default; do not generate a new problem or edit source packets unless repairs are expressly requested. Requires access to all supplied files and a host capable of reading their formats; otherwise disclose the unreviewed material and resulting limits.

Create original, competition-ready commercial mediation problems and confidential packets with iterative validation. Use when a user provides a topic, industry, dispute sketch, or existing general-information packet and wants a public packet plus confidential packets for both sides—or one named side. Build a narrow but workable settlement corridor; verify factual and numerical consistency, information asymmetry, balance, originality, and commercial feasibility; and revise until deterministic and semantic exit criteria pass. Do not use merely to summarize an existing packet or to advise parties in a real dispute. Requires local file access; Python 3 is recommended for bundled deterministic checks, with disclosed manual fallbacks when unavailable.

Professional PDF solution. Create PDFs using HTML+Paged.js (academic papers, reports, documents). Process existing PDFs using Python (read, extract, merge, split, fill forms). Supports KaTeX math formulas, Mermaid diagrams, three-line tables, citations, and other academic elements. Also use this skill when user explicitly requests LaTeX (.tex) or native LaTeX compilation.

Builds compliance checklists for business scenarios involving GDPR, PIPL, or advertising/data laws. Outputs a structured checklist with check items, legal basis, risk levels, and actionable recommendations. Triggered by requests like \"run a compliance check,\" \"GDPR/PIPL compliance,\" \"pre-launch review,\" \"privacy impact assessment (PIA/DPIA),\" or asking if a feature is compliant.

Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria. Use when evaluating contract risk, assessing deal exposure, classifying issues by severity, or determining whether a matter needs senior counsel or outside legal review.

Find and quote statutory and regulatory law with the LibreJustice MCP tools — French codes at any date, EU law, treaties and bilateral accords, foreign codes (59 countries), collective agreements, BOFiP, circulaires. Use whenever the user asks what a text says or said at a given date, which version or which text applies to a situation, needs the exact wording of a provision for a brief, or works with foreign or international law in French litigation, even if they never mention LibreJustice.

Search and cite French case law and statutes with the LibreJustice MCP tools. Use whenever the user asks about French or European court decisions (Cour de cassation, Conseil d'État, cours d'appel, TJ/TA, CNDA, Conseil constitutionnel, CNIL, CEDH, CJUE), needs authorities for a brief, requête, référé or consultation, wants to check how courts rule on an issue, needs counts of decisions on a point, or asks what a code article says at a given date, even if they never mention LibreJustice.

Assess compliance obligations under the EU Data Act (Regulation (EU) 2023/2854) for connected products, IoT devices, data sharing, cloud switching, B2B fairness, B2G data access, dispute resolution, and international data transfers. Covers scope assessment (manufacturer, data holder, data recipient roles), user data access rights, pre-sale transparency, unfair contract terms, public authority data requests, cloud portability, dispute settlement mechanisms, international transfer restrictions, access-by-design obligations, trade secret protection, and cross-regulation mapping with GDPR, AI Act, and CRA. Use when assessing Data Act obligations, designing connected products, drafting data sharing contracts, responding to B2G requests, planning cloud switching capabilities, or evaluating dispute resolution options.

Serious Incident Reporting (SIR) for high-risk AI systems under Article 73 EU AI Act (Regulation (EU) 2024/1689). Assess, qualify, draft, and submit Art. 73 SIR notifications across the four Art. 3(49) harm categories (death or serious health damage, critical infrastructure disruption, breach of fundamental rights, property or environmental damage). Covers Art. 73 immediate, 2/10/15-day reporting windows, market surveillance authority notification, deployer duties under Art. 26(5), and cross-regulation mapping with GDPR Art. 33/34 breach notification, NIS2 Art. 23 incident reporting, DORA Art. 19 ICT incident, and MDR vigilance. Built for in-house counsel and AI risk teams handling AI incidents, building AI incident response playbooks, or managing AI failure, AI bias, or automated decision incidents. DACH routing through German market surveillance (BNetzA, BaFin, BSI, BfArM, KBA). Pairs with the EU AI Act System Classifier, High-Risk Readiness, FRIA, and GPAI Code of Practice skills.

Assess and operationalize implementation readiness for high-risk AI systems under the EU AI Act Annex III, including provider and deployer obligations, conformity assessment, post-market monitoring, and EU database registration. Use when users say things like “we classified this as high-risk, what now?”, “build an EU AI Act readiness plan”, “assess our Annex III compliance gaps”, “what do providers/deployers of high-risk AI need to implement?”, “prepare for conformity assessment”, or “create a high-risk AI implementation roadmap.”

Assess compliance with the EU General-Purpose AI (GPAI) Code of Practice under the AI Act (Regulation (EU) 2024/1689), Articles 51-56. Covers GPAI model identification (Art. 3(63)), systemic risk model designation (Art. 3(65), Art. 51, 10^25 FLOP training compute threshold), upstream provider obligations under Art. 53 (transparency, technical documentation, copyright policy, training data summary), additional systemic risk obligations under Art. 55 (model evaluation, adversarial testing, AI Office incident notification, cybersecurity), systemic-risk notification and Commission designation under Art. 52, downstream Art. 25 quasi-provider duties, and Art. 53(2) open-source exemption. Built for in-house counsel and AI governance teams reviewing LLM or foundation model deployments, drafting GPAI compliance plans, or assessing systemic risk thresholds. DACH: BaFin, BSI, BNetzA. Pairs with the EU AI Act System Classifier, High-Risk Readiness, FRIA, and Serious Incident Reporting skills.

Assess whether a Fundamental Rights Impact Assessment (FRIA) is required under Article 27 EU AI Act, and structure or draft that assessment for a specific high-risk AI deployment. Covers deployer scope gating (public bodies and private entities providing public services), affected group mapping, Charter rights analysis, proportionality, safeguards evaluation, residual risk, DPIA/FRIA interaction, notification under Article 27(3), and DACH-specific considerations. Use when asked about FRIA obligations, Article 27 scope, fundamental rights and AI, or deployer assessment duties.

Classify an AI system under the EU AI Act (Regulation (EU) 2024/1689) and map the compliance obligations that follow. Walks Art. 2 scope exclusions, Art. 3(1) AI system definition (7-criteria test), Art. 5 prohibited practice screening, Annex I and Annex III high-risk assessment with the Art. 6(3) narrow procedural exception, Art. 51-56 GPAI with the 10^25 FLOP systemic risk threshold, and Art. 50 transparency triggers. Built for in-house counsel classifying real systems: medical imaging, medical devices, credit scoring, insurance pricing, HR or CV screening, biometric identification, emotion recognition, deepfake or synthetic content, content moderation, fraud detection, generative AI or foundation model deployments. DACH routing for Betriebsrat consultation, BaFin, BSI, BNetzA, BfDI. Pairs with the EU AI Act High-Risk Implementation Readiness, FRIA, GPAI Code of Practice, and Serious Incident Reporting skills for downstream workflow.

Checks the formal coherence and plausibility of Italian and EU legal citations (statutes, case law) in text produced by Claude or other legal-AI skills. Reports clause-by-clause on what is well-formed, suspicious, or unresolvable against real norms, covering Cassazione, Corte Costituzionale, Consiglio di Stato, TAR, Normattiva, EUR-Lex, Garante Privacy, AGCM, ANAC. Minimal-surface variant: no proprietary backend fetch, allowlist limited to official Italian and EU institutional registries.

Guide for end-to-end California Bar Exam prep — the five essays (13 subjects), the 90-minute Performance Test, and the 200-question MBE (7 subjects). Built by a practicing attorney who used it to compress four months of prep into a week and a half.

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).