curiositech/windags-skills - Seite 5

agentspeak-bdi

Logic-based agent programming language implementing BDI architecture for practical autonomous agent development

Quellsprache: Englisch

agha-actor-model

Foundational concurrent computation model where actors communicate exclusively through asynchronous message passing

Quellsprache: Englisch

ai-engineer

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered…

Quellsprache: Englisch

ai-introduction-educator

Introduce people to AI, agentic AI, and AI skills with appropriate pedagogy for any audience. Covers LLM analogies, progressive complexity paths, aha-moment demos, audience-tailored explanations, workshop design, and overcoming emotional barriers to AI…

Quellsprache: Englisch

ai-video-production-master

Expert in script-to-video production pipelines for Apple Silicon Macs. Specializes in hybrid local/cloud workflows, LoRA training for character consistency, motion graphics generation, and artist commissioning. Activate on 'AI video production', 'script to…

Quellsprache: Englisch

airflow-dag-orchestrator

Apache Airflow DAGs, operators, SLA monitoring, and workflow orchestration. Activate on: Airflow, DAG, operator, sensor, scheduler, task dependency, SLA, backfill, XCom. NOT for: dbt transformations (use dbt-analytics-engineer), streaming pipelines (use…

Quellsprache: Englisch

allen-cacm1983

Temporal interval algebra for reasoning about time relationships in planning and knowledge representation

Quellsprache: Englisch

alphago-deep-rl

Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system

Quellsprache: Englisch

always-on-agent-applications

What you can build and do with an always-on AI agent that has episodic memory. Covers concrete product ideas, workflows, emergent capabilities from persistence plus memory, and real-world examples of deployed persistent agents. Helps you go from "I have the…

Quellsprache: Englisch

always-on-agent-architecture

Architecture and systems design for building always-on AI agents with episodic memory. Covers the memory hierarchy (core/recall/archival), persistence layers, agent server infrastructure, vector stores, and framework selection. Provides concrete deployment…

Quellsprache: Englisch

always-on-agent-inputs

How to design contextual inputs for an always-on AI agent with episodic memory. Covers what data to feed the agent, how to structure observations and triggers, ambient context capture (screen, audio, calendar), context window budgeting, and retrieval…

Quellsprache: Englisch

always-on-agent-safety

Safety, privacy, cost management, and frank advice for building always-on AI agents with episodic memory. Covers data hygiene, privacy risk surfaces, runaway cost prevention, scope creep, psychological effects of persistent AI companions, and responsible…

Quellsprache: Englisch

android-background-task-specialist

Android background task specialist for WorkManager, Foreground Services, Doze mode, and battery optimization. Activate on: WorkManager, background task Android, Foreground Service, Doze mode, battery optimization, periodic work, background sync Android,…

Quellsprache: Englisch

animation-system-architect

Design performant animation systems with Framer Motion, GSAP, View Transitions API, and spring physics. Activate on: page transitions, micro-interactions, scroll animations, layout animations, spring physics. NOT for: CSS-only hover effects (use…

Quellsprache: Englisch

anthropic-technical-deep-dive

Prepare for Anthropic-specific technical interviews covering Constitutional AI, RLHF, interpretability, scaling laws, MCP, agentic systems, and AI safety. Activate on "anthropic interview", "constitutional AI prep", "alignment interview", "safety interview",…

Quellsprache: Englisch

api-architect

Expert API designer for REST, GraphQL, gRPC architectures. Activate on: API design, REST API, GraphQL schema, gRPC service, OpenAPI, Swagger, API versioning, endpoint design, rate limiting, OAuth flow. NOT for: database schema (use data-pipeline-engineer),…

Quellsprache: Englisch

api-gateway-reverse-proxy-expert

API gateway and reverse proxy configuration with Kong, Nginx, Traefik, routing, and auth middleware. Activate on: API gateway, reverse proxy, Kong, Nginx, Traefik, load balancer, ingress, auth middleware. NOT for: rate limiting algorithms (use…

Quellsprache: Englisch

api-rate-limiting-throttling-expert

Token bucket, sliding window, and Redis-based rate limiting for API protection. Activate on: rate limiting, throttling, token bucket, sliding window, API abuse, DDoS protection, quota management. NOT for: API gateway setup (use…

Quellsprache: Englisch

api-versioning-backward-compatibility

API migration strategies, deprecation workflows, and header/URL/content versioning. Activate on: API versioning, backward compatibility, deprecation, breaking change, API migration, v1 v2, sunset header. NOT for: schema evolution in data (use…

Quellsprache: Englisch

app-sound-design

Design decisions for when and what sounds to use in web apps, mobile apps, and desktop native apps — plus how to create them with AI. Covers UI sound vocabulary (confirms, alerts, transitions, errors), platform conventions (iOS, macOS, Material), creating…

Quellsprache: Englisch

app-store-submission-automator

App Store and Google Play submission automator with Fastlane, screenshot automation, metadata management, and TestFlight/internal testing. Activate on: app store submission, Fastlane, TestFlight, Google Play Console, screenshot automation, metadata…

Quellsprache: Englisch

applied-cognitive-task-analysis-acta-met

Systematic methodology for eliciting, representing, and operationalizing expert cognitive skills—pattern recognition, situation assessment, mental simulation—from practitioners without requiring research training. Bridges academic rigor and practical…

Quellsprache: Englisch

audio-transcription-pipeline

Build audio transcription pipelines with Whisper, Deepgram, and AssemblyAI including speaker diarization and real-time streaming. Activate on: transcription, speech-to-text, diarization, audio processing, meeting transcripts. NOT for: text-to-speech synthesis…

Quellsprache: Englisch

automatic-stateful-prompt-improver

Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history. Uses APE, OPRO, DSPy patterns. Activate on "optimize prompt", "improve this prompt", "prompt engineering", or…

Quellsprache: Englisch

aws-cdk-builder

AWS CDK infrastructure builder using TypeScript with L2/L3 constructs and Well-Architected patterns. Activate on: AWS CDK, CDK construct, CDK stack, CDK pipeline, AWS infrastructure as code TypeScript, L2 construct, CDK patterns. NOT for: Terraform IaC (use…

Quellsprache: Englisch

background-job-orchestrator

Expert in background job processing with Bull/BullMQ (Redis), Celery, and cloud queues. Implements retries, scheduling, priority queues, and worker management. Use for async task processing, email campaigns, report generation, batch operations. Activate on…

Quellsprache: Englisch

bad-faith-rhetoric-detector

Describe patterns that may indicate bad-faith or manipulative communication including gish gallop, whataboutism, tone policing, motte-and-bailey, sealioning, lying by omission, deflection, and strategic evasion. Use when the user suspects manipulation,…

Quellsprache: Englisch

batch-processing-optimizer

Spark, pandas, polars, DuckDB optimization for batch data processing. Activate on: batch processing, Spark optimization, polars, DuckDB, pandas performance, data frame, shuffle, partition, memory optimization. NOT for: streaming pipelines (use…

Quellsprache: Englisch

bdi-agency-model

BDI (Beliefs-Desires-Intentions) agency framework for designing autonomous agents with mental state architectures

Quellsprache: Englisch

bdi-agent-design-mora

Design patterns for BDI agents using the MORA methodology for practical multi-agent system development

Quellsprache: Englisch

bdi-soft-systems

Integration of BDI agent architecture with soft systems methodology for complex organizational problem-solving

Quellsprache: Englisch

bellifemine-2007-jade-fipa

JADE platform for building FIPA-compliant multi-agent systems with standardized agent communication

Quellsprache: Englisch

blue-green-deployment-orchestrator

Blue-green and canary deployment orchestrator with traffic shifting and automated rollback. Activate on: blue-green deployment, canary release, rolling deployment, traffic shifting, rollback automation, progressive delivery, Argo Rollouts, Flagger. NOT for:…

Quellsprache: Englisch

bordini-hubner-2007-jason

Jason multi-agent platform implementing AgentSpeak(L) for practical BDI agent programming and deployment

Quellsprache: Englisch

bot-developer

Expert bot developer specializing in Discord, Telegram, Slack automation with deep knowledge of rate limiting, state machines, event sourcing, moderation systems, and conversational AI integration. Activate on 'Discord bot', 'Telegram bot', 'Slack bot', 'chat…

Quellsprache: Englisch

cache-strategy-invalidation-expert

Redis caching patterns, cache-aside, write-through, TTL strategies, and invalidation. Activate on: caching, Redis, cache invalidation, cache-aside, write-through, TTL, CDN cache, stale-while-revalidate. NOT for: CDN/reverse proxy setup (use…

Quellsprache: Englisch

caching-strategies

Design multi-tier caching architectures for web applications — cache-aside vs write-through vs write-behind, TTL design, cache invalidation, Redis patterns, CDN configuration, browser caching, and stampede prevention. Use when choosing a caching pattern,…

Quellsprache: Englisch

career-biographer

AI-powered career biographer that conducts empathetic interviews, extracts structured career narratives, and transforms professional stories into portfolios, CVs, and personal brand assets. This skill should be used when users want to document their career…

Quellsprache: Englisch

causal-reasoning-klein

Expert causal reasoning and mental model construction for diagnosis and prediction in complex domains

Quellsprache: Englisch

chatbot-analytics

Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conversation dashboards. Activates for AI analytics, token tracking, conversation…

Quellsprache: Englisch