Performance
Performance profiling and optimization
databases
by mamba-mental
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing database schemas, writing queries and aggregations, optimizing indexes for performance, performing database migrations, configuring replication and sharding, implementing backup and restore strategies, managing database users and permissions, analyzing query performance, or administering production databases.
Connection Pooling
by AmnadTaowsoam
Connection pooling is a technique used to maintain a cache of database
Alphago Architecture
by AmnadTaowsoam
AlphaGo Architecture is the God-Mode protocol that applies Monte Carlo
memory-systems
by ken-cavanagh-glean
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
world-labs-studio
by CloudAI-X
World Labs Studio - Compose multiple worlds, record camera animations, and expand boundaries
Fastify Rest Api
by AmnadTaowsoam
Fastify is a high-performance Node.js web framework focused on speed
learning-about-you
by designnotdrum
"Proactively learn about the user through onboarding and ongoing observation. Use at session start and when you notice potential preferences."
evaluation
by ken-cavanagh-glean
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.
growth-development
by pluginagentmarketplace
Master career development, engineering ladders, IDPs, succession planning, and mentoring for engineering teams
deepagents-memory
by christian-bromann
Implementing long-term memory in Deep Agents with cross-session storage using StoreBackend, CompositeBackend, and InMemoryStore for persistent data.
scan
by designnotdrum
"On-demand trend scan for a topic. Search HN and GitHub for what's happening now."
multi-agent-patterns
by ken-cavanagh-glean
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
System Thinking
by AmnadTaowsoam
System thinking is a holistic approach to understanding complex systems
context-degradation
by ken-cavanagh-glean
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
Cache Invalidation
by AmnadTaowsoam
'> "There are only two hard things in Computer Science: cache invalidation
Skill Router
by AmnadTaowsoam
The Skill Router is the cognitive orchestrator that dynamically loads
refinery
by vxcozy
Convergence loop that iteratively improves work until quality thresholds are met. Scores, diagnoses specific weaknesses, rewrites, re-scores, and repeats until all dimensions reach 8/10 or diminishing returns are detected. Use when you want to refine or iterate on work, after the analyst gives a REVISE verdict, or when output quality is below your bar. Part of the architect-system loop. Outputs to system/refinery-log.md.
Technical Debt Management
by AmnadTaowsoam
Technical debt is the implied cost of additional rework caused by choosing
gpu-operator
by tylertitsworth
"NVIDIA GPU Operator on Kubernetes — ClusterPolicy, DRA (Dynamic Resource Allocation), time-slicing, MIG, DCGM metrics, driver management, GPUDirect RDMA/GDS, CDI, and GPU scheduling. Use when installing, configuring, or troubleshooting GPU infrastructure on K8s."
performance
by thoreinstein
Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or "performance audit".
doors
by askarzh
This skill should be used when the user asks to "classify a decision", "is this a one-way or two-way door", "apply the doors framework", "triage this decision", "how much thinking does this need", "should I decide fast or slow", "apply Bezos decision framework", "Type 1 or Type 2 decision", or wants to determine how much analysis a decision requires before acting.
swiftui-performance-audit
by dagba
Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps, and to provide guidance for user-run Instruments profiling when code review alone is insufficient.
Liquid Architecture
by AmnadTaowsoam
Liquid Architecture enables the AI system to modify and optimize its
Grpc Integration
by AmnadTaowsoam
gRPC (Google Remote Procedure Call) is a high-performance, open-source