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Decide when and how to build UI in Apple's Liquid Glass design system (WWDC25; iOS/macOS 26+, refreshed in 27) on SwiftUI, UIKit, AppKit and the web. Covers the layer model (glass is for the floating navigation/control layer, never the content layer), regular…
Quellsprache: Englisch
Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system
Quellsprache: Englisch
BDI (Beliefs-Desires-Intentions) agency framework for designing autonomous agents with mental state architectures
Quellsprache: Englisch
JADE platform for building FIPA-compliant multi-agent systems with standardized agent communication
Quellsprache: Englisch
Apply Conway's homomorphism principle to multi-agent system design, recognizing that agent coordination structure predetermines system architecture and capability.
Quellsprache: Englisch
Master dark mode UI design with atmospheric theming, WCAG accessibility, and cross-platform best practices. Specializes in weather/sky/ocean-inspired color systems that adapt to time of day and environmental conditions. Use when the user explicitly needs dark…
Quellsprache: Englisch
Decision-theoretic framework for agents embedded within the environments they model and act upon
Quellsprache: Englisch
Structured interview and observation techniques for extracting tacit knowledge from domain experts
Quellsprache: Englisch
FIPA standard for agent platform management including lifecycle, directory, and communication services
Quellsprache: Englisch
Use for sensemaking, frame revision, anomaly handling, questioning strategy, and ambiguity diagnosis with the Data/Frame model before action is chosen. NOT for deterministic classification, settled execution planning, or situations where the frame is already…
Quellsprache: Englisch
Heuristic search-based temporal planning and scheduling for complex multi-constraint environments
Quellsprache: Englisch
Application of Six Sigma quality methodology to AI agent process improvement and reliability
Quellsprache: Englisch
Builds a candidate-controlled preparation plan for a software-engineering interview target, timeline, and practice evidence. Use for planning round coverage, story coherence, mock cadence, and debrief-driven adjustments. NOT for hiring predictions, candidate…
Quellsprache: Englisch
Designs candidate-controlled mock interview practice across voice, text, code, and whiteboards. Use for session configuration, observable-evidence feedback, and adaptive practice plans. NOT for hiring decisions, emotion inference, gaze or integrity…
Quellsprache: Englisch
IBM's autonomic computing vision for self-managing systems with self-configuration, healing, optimization, and protection
Quellsprache: Englisch
You are an expert at evaluating software projects for production readiness. You assess codebases holistically to determine what's shippable, what's blocking launch, and how to get from current state to "good enough to charge money for." Use when the user…
Quellsprache: Englisch
Comprehensive benchmark suite for evaluating LLM agents across diverse interactive environments
Quellsprache: Englisch
license: Apache-2.0 NOT for unrelated tasks outside this domain.
Quellsprache: Englisch
Use when designing, building, or debugging a Model Context Protocol (MCP) server in Node/TypeScript. Triggers: stdio JSON-RPC handshake, tool descriptions as discovery surface, lazy startup vs eager catalog loading, telemetry placement, schema design for tool…
Quellsprache: Englisch
license: Apache-2.0 NOT for unrelated tasks outside this domain.
Quellsprache: Englisch
Expert in Next.js 14/15 App Router architecture, React Server Components (RSC), Server Actions, and modern full-stack React development. Specializes in routing patterns, data fetching strategies, caching, streaming, and deployment optimization. Use when the…
Quellsprache: Englisch
Expert in implementing OAuth 2.0 and OpenID Connect (OIDC) authentication flows. Specializes in secure token handling, social login integration, API authorization, and identity provider configuration. Use when the user explicitly needs oauth oidc implementer…
Quellsprache: Englisch
Apply Raft's design principles for building understandable, reliable distributed and multi-agent systems
Quellsprache: Englisch
Expert in writing OpenAPI 3.0/3.1 specifications. Produces specs that serve as enforceable contracts, not just documentation. Operates API-first: the spec is written and validated before any implementation code. Use when the user explicitly needs openapi spec…
Quellsprache: Englisch
Simulation of believable human behavior using LLM-powered generative agents with memory and social interaction
Quellsprache: Englisch
Expert in end-to-end testing with Playwright, the modern cross-browser testing framework. Specializes in test generation, page object patterns, visual regression testing, and CI/CD integration. Handles complex testing scenarios including authentication flows,…
Quellsprache: Englisch
LLM-powered visual testing expert for automated screenshot capture, analysis, and UI verification using Playwright with multimodal inspection. Use when semantic screenshot review is needed across themes, flows, or regressions. NOT for one-off screenshots, raw…
Quellsprache: Englisch
Expert in PostgreSQL performance tuning, query optimization, and database administration. Specializes in EXPLAIN analysis, indexing strategies, connection pooling, partitioning, and production-grade PostgreSQL operations. Use when the user explicitly needs…
Quellsprache: Englisch
Foundational framework for modeling intelligent agents through Beliefs, Desires, and Intentions with practical implementation strategies under resource constraints
Quellsprache: Englisch
- **Name**: sensemaking-focus-model
Quellsprache: Englisch
Foundational cognitive science theory of human problem-solving through heuristic search in problem spaces
Quellsprache: Englisch
Distributed task allocation protocol where agents negotiate task assignments through contract bidding
Quellsprache: Englisch
Hierarchical Task Analysis methodology for decomposing complex tasks into structured subtask hierarchies
Quellsprache: Englisch
Analysis of how suppressing volatility creates fragile systems vulnerable to black swan events
Quellsprache: Englisch
Expert in Infrastructure as Code using Terraform and OpenTofu. Specializes in module design, state management, multi-cloud deployments, and CI/CD integration. Handles complex infrastructure patterns including multi-environment setups, remote state backends,…
Quellsprache: Englisch
license: Apache-2.0 NOT for unrelated tasks outside this domain.
Quellsprache: Englisch
license: Apache-2.0 NOT for unrelated tasks outside this domain.
Quellsprache: Englisch
Master of stylized atmospheric effects using SVG filters and CSS animations. Creates clouds, waves, lightning, rain, fog, aurora borealis, god rays, lens flares, twilight skies, and ocean spray—all with a premium aesthetic that's stylized but never…
Quellsprache: Englisch
Prompting paradigm combining reasoning traces with actions for LLM agents to interact with external tools
Quellsprache: Englisch
Framework for deliberate problem-solving with LLMs through exploration of branching reasoning paths
Quellsprache: Englisch
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