ReddRadar
Topic: memory
310 skills in this topic.
-
microservices
Use this skill when designing microservice architectures, decomposing monoliths, implementing inter-service communication, or solving distributed data challenges. Triggers on service decomposition, saga pattern, CQRS, event sourcing, API gateway, service mesh, circuit breaker, distributed transactions, and any task requiring microservice design decisions or migration strategies.
AbsolutelySkilled/AbsolutelySkilled 116
-
ml-ops
Use this skill when deploying ML models to production, setting up model monitoring, implementing A/B testing for models, or managing feature stores. Triggers on model deployment, model serving, ML pipelines, feature engineering, model versioning, data drift detection, model registry, experiment tracking, and any task requiring machine learning operations infrastructure.
AbsolutelySkilled/AbsolutelySkilled 116
-
mobile-testing
Use this skill when writing or configuring mobile app tests with Detox or Appium, setting up device farms (AWS Device Farm, Firebase Test Lab, BrowserStack), integrating crash reporting (Crashlytics, Sentry, Bugsnag), or distributing beta builds (TestFlight, Firebase App Distribution, App Center). Triggers on mobile e2e testing, native app automation, device matrix testing, crash symbolication, and OTA beta distribution workflows.
AbsolutelySkilled/AbsolutelySkilled 116
-
partnership-strategy
Use this skill when planning co-marketing campaigns, technology integrations, channel partnership programs, or affiliate programs. Triggers on partner strategy, co-marketing, co-selling, integration partnerships, channel sales, reseller programs, affiliate commission structures, partner enablement, partner portals, referral programs, joint go-to-market, ecosystem development, and any task involving building or managing business partnerships.
AbsolutelySkilled/AbsolutelySkilled 116
-
a2a-protocol
Use this skill when working with the A2A (Agent-to-Agent) protocol - agent interoperability, multi-agent communication, agent discovery, agent cards, task lifecycle, streaming, and push notifications. Triggers on any A2A-related task including implementing A2A servers/clients, building agent cards, sending messages between agents, managing tasks, and configuring push notification webhooks.
AbsolutelySkilled/AbsolutelySkilled 116
-
observability
Use this skill when implementing logging, metrics, distributed tracing, alerting, or defining SLOs. Triggers on structured logging, Prometheus, Grafana, OpenTelemetry, Datadog, distributed tracing, error tracking, dashboards, alert fatigue, SLIs, SLOs, error budgets, and any task requiring system observability or monitoring setup.
AbsolutelySkilled/AbsolutelySkilled 116
-
real-time-streaming
Use this skill when building real-time data pipelines, stream processing jobs, or change data capture systems. Triggers on tasks involving Apache Kafka (producers, consumers, topics, partitions, consumer groups, Connect, Streams), Apache Flink (DataStream API, windowing, checkpointing, stateful processing), event sourcing implementations, CDC with Debezium, stream processing patterns (windowing, watermarks, exactly-once semantics), and any pipeline that processes unbounded data in motion rather than data at rest.
AbsolutelySkilled/AbsolutelySkilled 116
-
ai-agent-design
Use this skill when designing AI agent architectures, implementing tool use, building multi-agent systems, or creating agent memory. Triggers on AI agents, tool calling, agent loops, ReAct pattern, multi-agent orchestration, agent memory, planning strategies, agent evaluation, and any task requiring autonomous AI agent design.
AbsolutelySkilled/AbsolutelySkilled 116
-
cloud-gcp
Use this skill when architecting on Google Cloud Platform, selecting GCP services, or implementing data and compute solutions. Triggers on Cloud Run, BigQuery, Pub/Sub, GKE, Cloud Functions, Cloud Storage, Firestore, Spanner, Cloud SQL, IAM, VPC, and any task requiring GCP architecture decisions or service selection.
AbsolutelySkilled/AbsolutelySkilled 116
-
ci-cd-pipelines
Use this skill when setting up CI/CD pipelines, configuring GitHub Actions, implementing deployment strategies, or automating build/test/deploy workflows. Triggers on GitHub Actions, CI pipeline, CD pipeline, deployment automation, blue-green deployment, canary release, rolling update, build matrix, artifacts, and any task requiring continuous integration or delivery setup.
AbsolutelySkilled/AbsolutelySkilled 116
-
penetration-testing
Use this skill when conducting authorized penetration tests, vulnerability assessments, or security audits within proper engagement scope. Triggers on pentest methodology, vulnerability scanning, OWASP testing guide, Burp Suite, reconnaissance, exploitation, reporting, and any task requiring structured security assessment within authorized engagements or CTF competitions.
AbsolutelySkilled/AbsolutelySkilled 116
-
competitive-analysis
Use this skill when analyzing competitive landscapes, comparing features, positioning against competitors, or conducting SWOT analysis. Triggers on competitive analysis, market landscape, feature comparison, SWOT, competitor positioning, market mapping, and any task requiring competitive intelligence or strategic positioning.
AbsolutelySkilled/AbsolutelySkilled 116
-
copywriting
Use this skill when writing headlines, landing page copy, CTAs, email subject lines, or persuasive content. Triggers on copywriting, headlines, landing pages, call to action, persuasion frameworks, AIDA, PAS, value propositions, and any task requiring compelling marketing or sales copy.
AbsolutelySkilled/AbsolutelySkilled 116
-
customer-success-playbook
Use this skill when building health scores, predicting churn, identifying expansion signals, or running QBRs. Triggers on customer success, health scores, churn prediction, expansion signals, customer QBRs, onboarding playbooks, NRR optimization, and any task requiring customer success strategy or operations.
AbsolutelySkilled/AbsolutelySkilled 116
-
nlp-engineering
Use this skill when building NLP pipelines, implementing text classification, semantic search, embeddings, or summarization. Triggers on text preprocessing, tokenization, embeddings, vector search, named entity recognition, sentiment analysis, text classification, summarization, and any task requiring natural language processing.
AbsolutelySkilled/AbsolutelySkilled 116
-
system-design
Use this skill when designing distributed systems, architecting scalable services, preparing for system design interviews, or making infrastructure decisions. Triggers on load balancing, CAP theorem, sharding, replication, caching strategies, message queues, microservices architecture, database selection, rate limiting, and any task requiring high-level system architecture decisions.
AbsolutelySkilled/AbsolutelySkilled 116
-
clean-architecture
Use this skill when designing, reviewing, or refactoring software architecture following Robert C. Martin's (Uncle Bob) Clean Architecture principles. Triggers on project structure decisions, layer design, dependency management, use case modeling, boundary crossing patterns, component organization, and separating business rules from frameworks. Covers the Dependency Rule, concentric layers, component cohesion/coupling, and boundary patterns.
AbsolutelySkilled/AbsolutelySkilled 116
-
open-source-management
Use this skill when maintaining open source projects, managing OSS governance, writing changelogs, building community, choosing licenses, handling contributions, or managing releases. Triggers on tasks related to CONTRIBUTING.md, CODE_OF_CONDUCT, release notes, semantic versioning, maintainer workflows, issue triage, PR review policies, licensing decisions, community health, and open source project governance.
AbsolutelySkilled/AbsolutelySkilled 116
-
ux-research
Use this skill when planning user research, conducting usability tests, creating journey maps, or designing A/B experiments. Triggers on user interviews, usability testing, user journey maps, A/B test design, survey design, persona creation, card sorting, tree testing, and any task requiring user experience research methodology or analysis.
AbsolutelySkilled/AbsolutelySkilled 116
-
crm-management
Use this skill when configuring CRM workflows, managing sales pipelines, building forecasting models, or optimizing CRM data hygiene. Triggers on Salesforce, HubSpot, CRM workflows, pipeline management, deal stages, forecasting, CRM automation, and any task requiring CRM architecture or process optimization.
AbsolutelySkilled/AbsolutelySkilled 116
-
customer-support-ops
Use this skill when designing ticket triage systems, managing SLAs, creating macros, or building escalation workflows. Triggers on ticket triage, SLA management, support macros, escalation workflows, support queue, first response time, and any task requiring customer support process design or optimization.
AbsolutelySkilled/AbsolutelySkilled 116
-
privacy-compliance
Use this skill when implementing GDPR or CCPA compliance, designing consent management, conducting DPIAs, or managing data processing agreements. Triggers on GDPR, CCPA, data privacy, consent management, DPIA, data subject rights, privacy policy, cookie consent, and any task requiring privacy regulation compliance or data protection design.
AbsolutelySkilled/AbsolutelySkilled 116
-
social-media-strategy
Use this skill when planning social media strategy, creating platform-specific content, scheduling posts, or analyzing engagement metrics. Triggers on social media strategy, content scheduling, engagement tactics, platform analytics, community building, hashtag strategy, and any task requiring social media planning or optimization.
AbsolutelySkilled/AbsolutelySkilled 116
-
pixel-art-sprites
Use this skill when creating pixel art sprites, animating sprite sheets, building tilesets for 2D games, or managing indexed color palettes. Triggers on pixel art, sprite sheet, sprite animation, tileset, tile map, pixel palette, indexed color, dithering, sub-pixel animation, NES palette, walk cycle sprite, and any task involving low-resolution raster art for games or retro aesthetics.
AbsolutelySkilled/AbsolutelySkilled 116