Use when the user wants a quality trends report — view eval scores over time, content type performance, regression alerts, and quality improvement recommendations.
Use when scoring finished content against quality dimensions, evaluating whether a piece meets publishable standards, or determining which workflow phase needs rework based on…
Multi-dimensional data assessment for training quality evaluation including IFD scoring, factuality, and reasoning validation.
تجهيز أساس الجودة — بعد اعتماد الـ Tech Stack: إنشاء هيكل المشروع، ثم التنسيق والتدقيق والاختبارات وفحص GitHub الآلي (CI) و Dependabot قبل أول ميزة (quality baseline, lint, test,…
Verify the final deliverable meets all quality criteria before delivery. Use as the final validation step to ensure the output meets the user's quality standards across all 6…
Finalcheck auf Führbarkeit, Zahlenklarheit, Berufsrecht und Menschenwirkung. Für Managing Partner, Management Committee oder COO/CFO einer deutschen mittelständischen Kanzlei mit…
Qualitygate für Fashion-Law-Outputs: Normen, Register, Produktdaten, Claims, Lieferkette, Rechtsprechung, Paywall-Vermeidung und offene Tatsachen prüfen.
Qualitygate für Gebrauchsmusteroutputs: Normen, DPMAregister, Fristen, Recherche, Stand der Technik, Rechtsprechung, Paywall-Vermeidung und offene Tatsachen.
Für Qualitygate gegen Halluzinationen: prüft Ergebnis, Beweislast und Gegenposition; Ergebnis: Gegenprüfung mit Beweis- und Fristencheck.
Prüft alle PE-Outputs auf erfundene Marktstandards, falsche Normen, fehlende Quellen, Zahlenbrüche und Rollenkonflikte.
Qualitygate für Designrechtsoutputs: Normen, Registerdaten, Fristen, Wiedergaben, Rechtsprechung, Paywall-Vermeidung und offene Tatsachen prüfen.
Qualys integration. Manage data, records, and automate workflows. Use when the user wants to interact with Qualys data.
量化策略回测工具。编写、回测和优化交易策略，分析历史表现。Keywords: 量化, 回测, 策略, quant, backtest, trading strategy.
Working definitions of the core quant concepts — Brier, log-loss, calibration, logistic regression, gradient boosting/XGBoost, regularization, walk-forward CV, CLV — and when each…
Model credit risk — PD, LGD, EAD, expected loss, loss distribution, credit VaR — with default correlation and portfolio-level risk aggregation.
核心能力: 数据质量领域的专业化 AI 辅助工具,提供企业级高级功能支持。Use when 需要数据分析、报表生成、统计洞察、数据可视化时使用。不适用于实时流数据处理。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。
Price and calibrate derivatives (options, exotics, structured products) — Black-Scholes, trees, Monte Carlo — with Greeks, model risk, and calibration validation.
Analyse market microstructure — order book dynamics, price formation, execution costs (slippage, spread, impact), and optimal execution strategies.
Construct and optimise portfolios — mean-variance, Black-Litterman, risk-parity, factor — with explicit objectives, constraints, and robustness checks.
Model market/portfolio/credit risk (VaR, CVaR, drawdown, stress) with explicit distributions, assumptions, and validation against historical stress events.
국면 분류·전략 풀·감성리스크·메타배분 전략 레이어를 구현하는 절차. RegimeClassifier(연속 멤버십+히스테리시스), RegimeStrategy(모멘텀·평균회귀·방어·현금), 적극도 산출(규칙 베이스라인+AI 오버레이), 자본 배분(상관 중복 제거).
Für Quantenkommunikation via Satellit: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Use when you have raw quantification data (abundance or intensity values across samples and features) from mass spectrometry or similar high-dimensional assays and need to prepare…
Quantifica danni biologici, patrimoniali o morali con personalizzazione e attualizzazione monetaria. Usa quando l'utente chiede di calcolare un risarcimento, quantificare danni da…
Quantify manual toil and the automation ROI in engineer-hours per year. Reach for this on an automate-or-not question.
QUANTIL integration. Manage data, records, and automate workflows. Use when the user wants to interact with QUANTIL data.
Use when targeting Quantitative Economics (QE) or deciding whether a structural / quantitative manuscript fits this venue.
Quantitative methods for financial modeling, derivatives pricing, and risk an...
Use when when you have metabolomics results from multiple studies reporting compound identifiers, p-values, fold-changes, and study sizes (N), and you need to prepare them for…
Use when you have raw MS intensity tables showing systematic drift during a measurement sequence (e.g., declining or variable ion counts across a run), particularly in targeted…
Estimate intrinsic value of stocks and companies using DCF, dividend discount models, comparable multiples, and residual income.
Model quantization for efficient inference and training. Covers precision types (FP32, FP16, BF16, INT8, INT4), BitsAndBytes configuration, memory estimation, and performance…
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inferen — from…
QuantStats Pro — librería de análisis cuantitativo y visualización de portfolios con métricas avanzadas.
Evaluates bias in medical literature (prognosis studies) using QUAPAS criteria. Use when the user wants to assess the quality or risk of bias of a medical paper text.
夸克扫描专业版,面向企业团队与专业用户的高级文件扫描与图像增强工具。核心能力: - 批量图片处理,支持目录扫描与队列处理 - API 集成,可嵌入企业文档管理系统 - 自定义处理流水线,串联多个增强场景 - 优先处理队列与企业级技术支持 - 处理结果持久化存储与归档 — from thcjp/hermes-skills
夸克扫描专业版,面向企业团队与专业用户的高级文件扫描与图像增强工具。核心能力: - 批量图片处理,支持目录扫描与队列处理 - API 集成,可嵌入企业文档管理系统 - 自定义处理流水线,串联多个增强场景 - 优先处理队列与企业级技术支持 - 处理结果持久化存储与归档 — from thcjp/hermes-skills
Expert guidance for Quarkus framework development with Jakarta EE, MicroProfile, GraalVM native builds, and reactive programming patterns
Scaffold and structure new Quarkus + LangChain4j projects, modules, AI services, agents, RAG pipelines, and embedding store setups.
Migrate Java applications from Quarkus to Jakarta EE running on OpenLiberty with one-shot execution. Use when converting Quarkus services to Jakarta EE/OpenLiberty, replacing…
Migrate Java applications from Quarkus to Spring Boot/Spring Framework with one-shot execution. Use when converting Quarkus services to Spring Boot, moving Quarkus extension-based…
Use when a task needs the judgment of a Quarry Rock Splitter — reading grain/rift/hard-way direction to lay out a split line, choosing plug-and-feather vs jackhammer channel vs…
Clone the last quarter of the current conversation, discarding earlier context to reduce token usage while preserving recent work.
Generate Red Hat quarterly connection reports by aggregating accomplishments from Jira, GitHub, GitLab, Google Workspace (Docs, Slides, Calendar), and other sources into a…
Run a comprehensive quarterly CRM audit covering list health, bounce monitoring, data quality, scoring calibration, engagement metrics, and property cleanup.
Use when targeting Quarterly Journal of Economics (QJE) or deciding whether an economics manuscript fits this venue.
Full quarterly planning cycle -- kickoff, mid-quarter check-in, and close -- using Wodtke's Radical Focus, Cagan strategy, and Reforge cycle frameworks.
Für Quarterly Portfolio Recap: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Generate quarterly Jira status reports with RAG assessment, blocker tracking, and next-quarter recommendations.
Heavy strategic review, run quarterly. Reads plan.md (10-year), goals.md (annual), last 90 days of journals + completed.md + decisions + weekly reviews, surfaces themes and…
Build the tax habit self-employment requires — the setaside percentage from day one, the quarterly calendar, the records that make filing boring, and the no-withholding mindset…
Cleans a Quarto (.qmd) file by replacing LaTeX holdovers with proper Quarto/Pandoc syntax so the document renders correctly to HTML, PDF (Typst/LaTeX), and Word.
Assesses and drafts Indian petitions to quash criminal proceedings, including maintainability, grounds, interim relief and annexures.
Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions.
The Charter of human rights and freedoms (Quebec, CQLR c. C-12) — Quebec''s quasi-constitutional rights instrument, enacted 1975 and in force since 1976, enforced by the…
How the Quebec legal system works and how to get into it — legal aid, municipal courts, how regulations are made, why LégisQuébec is authoritative, and the 1994 Civil Code…
The Municipal Code of Québec (CQLR c. C-27.1) — the general statute for local (mainly rural) municipalities and regional county municipalities (RCMs/MRCs).
Modo Reina explícito para orquestar tareas largas, críticas o multi-fase en OpenGame mediante subagentes especializados, plan persistente, TEST CONTRACT y gates de validación.
Redacta quejas disciplinarias contra servidores públicos y abogados en Colombia. Usar cuando el usuario necesite denunciar conductas irregulares de funcionarios públicos ante la…
Quellenregel, Beweislast und Darlegungslast im Arbeitsrecht: abgestufte Darlegungslast BAG-Linie, Normenübersicht zu Beweislastverteilungen, Umkehr nach AGG § 22, zulässige und…