Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization pro — from…
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization pro — from…
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization pro — from…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, loggi — from…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, loggi — from…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, loggi — from…
PyTorch deep learning framework. Use when the project needs this capability or the user / team manifest asks for it.
Evaluation skill for fair comparisons across PennyLane plus PyTorch, Qiskit-backed, and native Qiskit ML branches.
When your human faces a decision that keeps them up at night — \"Should I leave this relationship?\" \"Is now the right time to quit?\" \"Can I trust this person?\" — consult…
Expert knowledge on Munger's quality-at-a-fair-price framework — the math of compounding, ROIC analysis, reinvestment runway, management assessment, franchise vs commodity…
ATLAS Quality Framework for Artibot: Automated, Tested, Learned, Adaptive, Secure. Defines 8-step validation cycle, coverage targets, and GRPO-driven continuous quality…
Checkpoint framework and validation rules for all agents. Ensures quality gates are passed at every stage of development.
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…
Full quarterly planning cycle -- kickoff, mid-quarter check-in, and close -- using Wodtke's Radical Focus, Cagan strategy, and Reforge cycle frameworks.
Query, inspect, compare, visualize, or explain Cuebook market intelligence without creating publishable creator content or causing writes.
Advanced reasoning skill integrating Atom of Thoughts (AoT) and Chain of Verification (CoVe) frameworks.
Crear un Request for Comments (RFC) en modo conversacional, compatible con create-tasks --from-rfc
Stop being a \"nice\" manager. Learn Kim Scott's framework for caring personally while challenging directly—the combination that builds trust and drives performance.
Ralph Wiggum iterative development loop methodology for persistent AI agent work. Implements continuous iteration loops where AI works on tasks until completion, using Archon for…
Formal framework for modeling intelligent agents through Beliefs, Desires/Goals, and Intentions as distinct mental states with rigorous semantics
Foundational framework for modeling intelligent agents through Beliefs, Desires, and Intentions with practical implementation strategies under resource constraints
Rust terminal UI framework - widgets, components, layouts, events, input handling, and state management for TUI apps
raw/ フォルダに置かれた一次資料（PDF・MD・テキスト・Web 等）を読み、適切な層（60_Laws / 61_Guidelines / 62_Frameworks / 63_Disorders / 64_Methods / 65_Assessments / 66_Services / 67_Orgs /…
Orient to the Reactive Agents framework, understand the builder API shape, and select the right capability skills for your task.
Read and navigate software package documentation websites. Use when the user provides a documentation URL and wants to understand an API, SDK, framework, or library.
Diseñar productos, construir marcas, crear presentaciones y desarrollar visión usando los frameworks de Steve Jobs: simplicidad, focus, presentación y pensamiento de categoría
A comprehensive library of 100+ transferable reasoning primitives extracted from 34 high-value domains.
Rebalancing frameworks for maintaining portfolio alignment with target allocations. Reference when deciding whether to rebalance, choosing a rebalancing method, managing tax…
Escalate upstream-conformance discipline to a heavy fan-out: dispatch fresh-context subagents doc-by-doc over a whole subsystem, framework, or repo, comparing each surface against…
Rechtsabteilungs-Fachmodul für Change-Control-Klauseln im Konzernvertrag: Einseitige Leistungs- und Prozessänderungen werden in komplexen Konzern-Frameworks auf Zumutbark — from…
Rechtsabteilungs-Fachmodul für Change-Control-Klauseln im Konzernvertrag: Einseitige Leistungs- und Prozessänderungen werden in komplexen Konzern-Frameworks auf Zumutbark — from…
Read event data from a Google Sheets spreadsheet and create Google Calendar entries for each row. — from ShadowTag-v2/shadowtagai-monorepo-v2
Recreate a UI from a screenshot or image reference with pixel-perfect accuracy. Covers layout, color extraction, typography matching, component fidelity, and validation.
Recreate the composition, camera feel, lighting, color treatment, and mood of a supplied social-photo reference with an authorized everyday source photo while preserving source…
Expert recruitment operations and talent acquisition specialist — skilled in China's major hiring platforms, talent assessment frameworks, and labor law compliance.
Çoklu ajan sistemlerini latent-space recursion ile 2.4x hızlandıran ve token maliyetini %75 düşüren framework.
Self-improvement engine. Implements generate-critique-iterate loops for enhanced reasoning. Use when working through complex problems, synthesizing across domains, or whe — from…
Apply R&D framework to optimize prompts and context. Use when optimizing context window usage, reducing prompt size, delegating to specialized agents, or applying systematic…
Soros's theory of reflexivity applied to financial markets. Covers the cognitive and manipulative functions, boom-bust dynamics, feedback loops in credit/equity/currency markets,…
中文优先：用于正则vsLLM结构化文本相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only…
Detect the market regime (Bull / Bear / Sideways) for ANY asset and turn it into a tradeable signal or a risk filter.
Design a rehabilitation programme the patient will actually do — dosed and progressed against stated criteria, built around their week rather than an ideal one, and with the…
Generate the stable Galyarder Framework release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable tag.
Framework for designing fictional religions and belief systems. Reference when creating pantheons, cults, philosophies, or any organized belief system in a world.
Use when legacy prompts or older framework flows reference `remotion-best-practices` and you need the modern runtime to resolve that capability cleanly.
Use when legacy prompts or older framework flows reference `remotion-engineer` and you need the modern runtime to resolve that capability cleanly.
Detect runtime, framework, entry point, run command, port, and required environment variables from a repository root.
Analyzes codebases to generate comprehensive documentation including structure, languages, frameworks, dependencies, design patterns, and technical debt.
Analyzes codebases to generate comprehensive documentation including structure, languages, frameworks, dependencies, design patterns, and technical debt.
Explain, summarize, analyze, or adapt the "Republic with No Masters" / Democratic Formalism governance framework when asked to produce content, guidance, critiques, FAQs, or…
Checks RERA registration and disclosure obligations for a real estate project — registration threshold applicability, promoter disclosure duties, agreement-for-sale compliance,…
Assess error handling, isolation boundaries, and recovery mechanisms in agent frameworks. Use when (1) tracing error propagation paths, (2) evaluating sandboxing for code…
Framework for holding opposing positions in productive tension without premature synthesis. Use when facing paradoxes, contradictions, or when early synthesis would flatten…
Parse Robot Framework output.xml results into JSON summaries, detailed suite/test breakdowns, tag and criticality stats, execution errors, failed test messages, keyword-level…
ATS optimization, achievement frameworks (STAR, CAR), formatting, tailoring, and portfolio presentation
Retention strategy, re-engagement, and churn prevention. Retention analysis frameworks, re-engagement trigger design, gamification elements, habit formation design, and loyalty…
Mapeia a superfície do projeto legado — estrutura de pastas, linguagens, frameworks, dependências e entry points.