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The re-measure and standing report of the canonical data model's live DB conformance. Use when asked 'where are we at' on DB drift or conformance, to update the drift numbers, when a drift-audit brief is re-issued, or on /drift-audit. NOT the per-table fix recipe (use matrx-frontend's db-canonicalize-table).
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Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.
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帮助应用迁移到Swift 6.2并设计并发代码，通过MainActor保护共享状态，解决数据竞争编译错误，梳理协议遵循，并将高负载计算显式移至后台执行。
Plan ISO 27001 information security audits, review evidence that security controls work, and document findings. The skill also helps classify failures, track corrective actions, and prepare documentation for certification audits.
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Review token contracts and the protocols that accept them for ERC20/ERC721 compliance, privileged controls, and unusual transfer behavior. Produces evidence-based risk assessments and prioritized fixes, with supply and holder analysis when deployed contract details are provided.
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Build a Python workflow for empirical research, from data cleaning and statistical checks to estimation, robustness checks, and paper-ready tables and figures. Economics is the default, with additional modes for epidemiology, public health, and machine learning for causal inference.
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Run empirical and causal analyses in Python with StatsPAI, from stating assumptions to estimating effects and checking how results change under alternative choices. Produce diagnostic figures, regression tables, and replication bundles for economics, public health, or machine learning studies.
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EU AI Act (Regulation EU 2024/1689) compliance specialist. Use for AI system risk classification, provider/deployer obligations, GPAI model compliance, conformity assessments, bias and fairness testing, and AI governance programs.
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ISO 13485 internal audit expertise for medical device QMS. Use for audit planning and execution, nonconformity classification, CAPA verification, external audit preparation, or audit program management.
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Conseiller expert en conformité PCI DSS v4.0.1 (seule version active depuis le 31 décembre 2024). Utiliser pour toute question sur PCI DSS, la sécurité des paiements par carte, les données de titulaires, le périmètre du CDE, les types de SAQ (A, A-EP, B, B-IP, C, C-VT, P2PE, D), le ROC, l'AOC, les évaluations QSA, les scans ASV, les niveaux de marchands et de prestataires, la segmentation réseau, les tests d'intrusion, la tokenisation, le chiffrement du PAN, ou l'une des 12 exigences. Couvre la révision SAQ A de janvier 2025 (critère d'éligibilité r1, FAQ 1588), les exigences v4.0 obligatoires depuis le 31 mars 2025, et l'articulation avec DSP2, RGPD, NIS2 et DORA via les connecteurs MCP LibreJustice et EUR-Lex. Déclencheurs : « sommes-nous conformes PCI ? », « quel SAQ s'applique ? », « qu'est-ce qui a changé en v4.0 ? », « comment préparer un audit QSA ? ».
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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.”
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Create, validate, and enrich Open Knowledge Format (OKF) bundles — the open spec for representing organizational knowledge as markdown files with YAML frontmatter. Use when the user mentions 'OKF', 'Open Knowledge Format', 'knowledge bundle', 'OKF bundle', 'create a knowledge base for agents', 'validate OKF', 'convert to OKF', 'enrich knowledge docs', 'agent-readable knowledge', 'LLM wiki', 'knowledge catalog', 'kcmd', or wants to structure knowledge as markdown files for AI agent consumption. Also use when the user has a directory of markdown files and wants to make them interoperable or conformant with the OKF standard. Even for simple requests like 'make this folder OKF conformant' — the skill has critical structural rules the agent needs.
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Conformal Geometric Algebra (CGA) for circles, spheres, and Möbius transformations
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Develop accessible mobile applications (iOS and Android) conforming to RAAM 1.1 (Luxembourg Mobile Accessibility Assessment Framework, based on EN 301 549 v3.2.1 / WCAG 2.1). Use when building native mobile apps, React Native, Flutter, or any mobile UI that must meet Luxembourg accessibility law. Covers all 15 RAAM themes with platform-specific code guidance. Default conformance target: Level AA.
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Write accessible HTML, CSS, and JavaScript that conforms to RAWeb 1.1 (Luxembourg Web Accessibility Framework, based on EN 301 549 / WCAG 2.1). Use when developing web interfaces, components, forms, navigation, or any front-end code that must meet Luxembourg accessibility law. Covers all 17 RAWeb themes with code-level guidance, accessible patterns, and anti-patterns. Default conformance target: Level AA.
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Audit an existing Quarkus + LangChain4j project against this stack's agentic conventions — a read-only conformance or gap-analysis review. Use when the user asks to audit, review, check, assess, or validate a Quarkus project against the LangChain4j agentic conventions, or wants to know whether an existing project conforms to (or is ready to adopt) this stack. User-invoked only.
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Review clinical data models and APIs for HL7 FHIR conformance, terminology standards, interoperability, and clinical workflow correctness. Triggers: 'check FHIR compliance', 'review clinical data model', 'audit HL7 conformance', 'validate medical terminology codes'.
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对网站进行全面 GDPR 合规审计。按照 10 个部分的检查清单（法律声明、 托管服务商、表单、新闻通讯、隐私政策、cookies 及横幅、 密码、跟踪器和受众测量、次级处理方及欧盟境外转移、权利收集的可及性） 对网站进行系统性观察，另附一项 22 项附录，再现 GDPR 第 13 条和第 14 条的要求。产出 结构化报告，包含整体合规水平、阻塞点 （风险 3）、需警惕点（风险 2）、优先建议 和技术说明。 该 skill 是工具无关的：它可通过自动导航 工具（Claude in Chrome、Cowork 或同类工具）运行，也可采用降级 复制粘贴模式。 触发词："audit RGPD site"、"audit site internet"、"vérifie ce site"、 "scanne ce site"、"audit conformité site"、"audite la conformité de [URL]"、 "audit cookies site"、"audit politique de confidentialité site"。
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Expert-level complex analysis knowledge. Use when working with complex functions, holomorphic functions, Cauchy's theorem, contour integration, Laurent series, residues, conformal mappings, or analytic continuation. Also use when the user mentions 'holomorphic', 'analytic', 'Cauchy theorem', 'residue', 'contour integral', 'Laurent series', 'conformal map', 'Riemann mapping', 'Mobius transformation', 'harmonic function', 'entire function', or 'meromorphic'.
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Use when the user asks for a phase-gated refactoring or redesign loop - session-blind workers map and trace the area, empirical probes precede the design, an approval gate guards implementation, and a conformance audit re-checks the branch after any design change. State persists in .episteme/DESIGN-<slug>.md. Requires the refactor agent roles registered by scripts/install-codex.sh. Keywords: refactor loop, redesign, design gate, enumerate before design, conformance audit.
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Use when verifying a story or ticket implementation against its spec and acceptance criteria - per-AC verdicts with file:line evidence and proving tests, code reuse and design conformance, dead code, stale docs, comment discipline. Finds the spec from an explicit path, the ticket key in the branch name, or plan files - and asks rather than guessing. For defect-hunting code review use dotnet-techne-code-review instead. Keywords: story QA, acceptance criteria, spec conformance, AC coverage, definition of done, dead code check, reuse check, comment check, verify story, QA this branch.
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Use when the user asks to verify a story or ticket implementation against its spec - per-AC verdicts, code reuse and design conformance, dead code, then adversarial maintainer verification. Requires the qa/review agent roles registered by scripts/install-codex.sh. Keywords: story QA, acceptance criteria, spec conformance, AC coverage, QA this branch, verify story.
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Especialista em acessibilidade web para conformidade WCAG, implementação ARIA e design inclusivo. Use ao auditar sites para problemas de acessibilidade, implementar padrões WCAG 2.1 AA/AAA, testar com leitores de tela ou garantir conformidade ADA. Especialista em HTML semântico, navegação por teclado e compatibilidade com tecnologia assistiva.
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Turns corrective and preventive actions from NCRs, audit reports, action forms, minutes or a tracker into one DRAFT tracker: action as stated, source, owner, due date, evidence expected and status, with flags for overdue, unowned, undated, stale and closed-without-evidence items and one question per flag. Never closes, verifies, reassigns or re-dates an action. Use when the user asks to "build the CAPA tracker", "update the corrective action log from these audit reports", "which actions are overdue or have no owner" or "draft the chase notes for open actions". Do not use for writing up the nonconformity itself, use nonconformance-report-drafter instead. Drafts for human review; never approves, authorises or signs off.
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