Informatik- und Informationsforscher

Cognitive Architecture

Advanced cognitive architecture components for multi-agent systems including memory systems, reasoning engines, and task coordination capabilities

tianyuleishen0

Finanzen & Investitionen

Ksb D10 K0106

AI Comparative Benefit-Risk Analysis: Understanding of AI applications for comparative benefit-risk analysis including automated comparato...

nexvigilant0

Informatik- und Informationsforscher

Context Fundamentals

Understand what context is, why it matters, and the anatomy of context in agent systems

ncdevshiv0

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Softwareentwickler

Software-Qualitätssicherungsanalysten und Tester

Netzwerk- und Computersystemadministratoren

Informationssicherheitsanalysten

Webentwickler

Data Scientists

Datenbankarchitekten

Web- und digitale Interface-Designer

Datenbankadministratoren

Computersystemanalysten

IT- und Informationssystemmanager

Programmierer

Hochschuldozenten für Informatik

IT-Supportspezialisten

Netzwerkarchitekten

Elektronikingenieure

Datenerfasser

Statistik-Assistenten

Netzwerk-Support-Spezialisten

Servicetechniker für Büro- und Banktechnik

Hardware-Ingenieure

Büromaschinenbediener

CNC-Maschinenbediener

Alle Berufe anzeigen

Informatik- und Informationsforscher

Softwareentwickler

Software-Qualitätssicherungsanalysten und Tester

Netzwerk- und Computersystemadministratoren

Informationssicherheitsanalysten

Webentwickler

Data Scientists

Datenbankarchitekten

Web- und digitale Interface-Designer

Datenbankadministratoren

Computersystemanalysten

IT- und Informationssystemmanager

Programmierer

Hochschuldozenten für Informatik

IT-Supportspezialisten

Netzwerkarchitekten

Elektronikingenieure

Datenerfasser

Statistik-Assistenten

Netzwerk-Support-Spezialisten

Servicetechniker für Büro- und Banktechnik

Hardware-Ingenieure

Büromaschinenbediener

CNC-Maschinenbediener

Generate and rank research ideas given a broad direction. Brainstorms 8-12 ideas via external LLM, filters by feasibility, novelty, impact, and Prof. He's 4-dimension framework. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "想点子", "what can we work on", or wants to explore a research area for publishable directions.

megumi-ben0

Metacognition

Self-reflection engine for AI agents. Extracts patterns from session transcripts into a weighted graph with Hebbian learning and time decay. Compiles a token-budgeted lens of active self-knowledge.

meimakes0

Clifford Edge Semantics Audit

Audit the smallest honest Clifford or geometric-algebra edge-semantics sidecar the current graph stack can support without overclaiming canonical graph ownership or bridge readiness.

Joshua-Eisenhart0

Philosophie & Ethik

Technical

Technical/computational specialist. Analyzes consciousness questions through formal models, information theory, computational frameworks, and mathematical structure. Invoke directly or via /manager.

hybridkris0

Proactive Agent

Guides building proactive AI agents. Invoke when creating agents that anticipate needs, take initiative, and act autonomously.

chenzhu0070

Philosophie & Ethik

Deep Research

Conduct deep, multi-step research on a topic using iterative search-evaluate-refine loops with deep thinking reasoning. Use when you need comprehensive understanding of a topic, technology, or problem space — not just a quick answer.

metabench0

Brainstorm

未解決数学問題に対して20個の探索手法候補を生成し、Opus subagentで並列調査する。コラッツ・ゴールドバッハ・双子素数・エルデシュ等の問題について「アイデアを出して」「手法を考えて」「brainstormして」「探索方針を立てて」と言われたときに使用。

soyukke0

/discover — Structured R&D Framework

Usar para exploración abierta cuando el usuario quiere investigar, aprender, o mapear un dominio que no entiende completamente todavía. Gestiona líneas de investigación con ciclos Plan-Act-Observe-Reflect, grounded theory, y conexiones de conocimiento entre temas. Usar este skill siempre que el usuario exprese curiosidad sobre un tema, quiera explorar o investigar algo, haga preguntas abiertas y amplias, mencione iniciar una nueva investigación, o quiera documentar observaciones y patrones — incluso si no dice "discover" ni "nueva línea", incluso si la pregunta parece simple de responder directamente, e incluso si solo dice "quiero investigar sobre X" o "I want to look into Y." (No para: evaluar claims específicos = hypothesize, planificar tareas = roadmap.)

pablontiv0

Finanzen & Investitionen

Research Expert

Investigacion tecnica, analisis competitivo, evaluacion de herramientas y mejores practicas. Activa cuando necesitas tomar una decision informada sobre tecnologia, arquitectura, o herramientas antes de construir.

rodrigoBermejo0

Akademisch

Lit Review

Paper analysis (single or multi) with structured extraction, gap analysis, and citation graph

jaminitachi0

Computer Scientist Analyst Skill

Analyzes events through computer science lens using computational complexity, algorithms, data structures, systems architecture, information theory, and software engineering principles to evaluate feasibility, scalability, security. Provides insights on algorithmic efficiency, system design, computational limits, data management, and technical trade-offs. Use when: Technology evaluation, system architecture, algorithm design, scalability analysis, security assessment. Evaluates: Computational complexity, algorithmic efficiency, system architecture, scalability, data integrity, security.

jarbitechture0

Gesundheit & Fitness

Research

Self-directed research on a topic — finds information, synthesizes findings, and tracks costs

supportersimulator0

Agent Patterns

Action-oriented checklists for multi-agent pipeline design: Reflexion, critic isolation, Constitutional AI rubrics, Plan-and-Execute decomposition, Context Engineering. Load when designing or reviewing executor/critic/orchestrator roles, pipeline iteration rules, or critique rubrics.

AlexandrSurkov0

Bdi Mental States

This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.

aldy5050

Framework-Interna

Pseudo-Code Algorithm Generator

Generate publication-quality pseudo-code for algorithms in LaTeX (algpseudocode/algorithm2e) or markdown. Covers ML/deep learning (training loops, optimizers, backprop), reinforcement learning (Q-learning, PPO, actor-critic, REINFORCE), and evolutionary algorithms (GA, CMA-ES, NEAT, GP). Use when: (1) Writing pseudo-code for a paper, report, or assignment, (2) Converting Python/PyTorch code to pseudo-code, (3) Presenting an algorithm in LaTeX algorithm environment, (4) Creating pseudo-code for ML training, RL, or evolutionary methods, (5) User asks to "write pseudo-code", "algorithmize", or "present as algorithm".

Albatross6790

Datenanalyse

Research

자료조사, 자료수집, 레퍼런스, 문헌조사, 기술조사, 논문, 사례조사, 비교분석, 리서치, 학술조사, 기술리서치, 정보수집, 자료정리, 배경조사 - 특정 주제에 대해 병렬 전문가 서브에이전트를 활용한 심층 자료 조사를 수행한다. 기술 문서, 논문, 사례, 통계, 비교 분석, 최신 동향을 복합적으로 수집·통합하여 종합 리포트를 생성한다. PRD 작성 전 기술 검토, 아키텍처 결정, 기술 스택 선택, 학술 배경 파악이 필요할 때 사용. 마켓 리서치(시장조사/경쟁분석)는 market-research 스킬을 사용할 것.

aimskr0

Akademisch

Asta Research

Search 200M+ peer-reviewed papers and arXiv preprints via Semantic Scholar. Use for literature review, finding academic evidence for claims, surveying a research area, following citation trails from seminal papers, or exploring an author's body of work. Returns structured results: titles, abstracts, TLDRs, venues, citation counts, and open-access links.

TheFermiSea0

Research

Deep research via Gemini CLI — runs in background sub-agent so you don't burn your Claude tokens.

TheSethRose0