Performance
Performance profiling and optimization
k8s-resource-optimizer
by jorgealves
Analyzes Kubernetes resource usage metrics and historical data to suggest optimal CPU and Memory requests and limits. Use to reduce cloud costs, prevent OOMKills, and improve overall cluster reliability by right-sizing your deployments.
dhdna-profiler
by YuukiAS
Extract cognitive patterns and thinking fingerprints from any text. Also trigger when the user provides text and wants deeper insight into the author's reasoning patterns, decision-making style, or cognitive signature.
agentic-flow-builder
by P47Phoenix
Guide for building dynamic agentic flows using ReAcTree hierarchical decomposition and Anthropic's workflow patterns. This skill should be used when users want to create complex multi-step agent workflows with deterministic gates, business rules, and comprehensive audit trails.
role-orchestrator
by tomwangowa
Orchestrates a multi-role development pipeline (PM → RD) using subagent dispatch. Reads project-profile.yaml to calibrate role behavior by project size. Each role runs in an isolated subagent to prevent context pollution. Includes gate checks for user approval between phases. Triggered by "role orchestrator", "multi-role pipeline", "PM then RD", "start role pipeline", or "orchestrate roles".
benchmark-optimization-loop
by texugo7badger
Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or choose the best implementation by repeated measured tests.
dev-wrapup
by andreaserradev-gbj
Review the current session for learnings and self-improvement signals. Surfaces memory candidates and improvement opportunities for user-confirmed application.
route
by G-Eskayo
Classify a task and surface the optimal Claude profile + model routing decision
topmind-ledger
by topmindspace
通用记账到记忆平面（默认个人/自己账本，用户自建账本与分类）。Use when 记账、记一笔、花了、存入、查看账单、账户余额。 Do NOT use for 记一下到动态、待办、微信读书、发推、Feishu/lark-cli.
databases
by zircote
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.
sentry-setup-tracing
by getsentry
Setup Sentry Tracing (Performance Monitoring) in any project. Use when asked to enable tracing, track transactions/spans, measure latency, or add performance monitoring. Supports JavaScript, Python, and Ruby.
react
by joabgonzalez
"Modern React with hooks and functional components. Trigger: When creating components, implementing hooks, managing state, or optimizing."
welcome
by ai-ecoverse
Use this when you receive a <lick channel="sprinkle" source="sprinkle:welcome"> with the action onboarding-complete, sent once when the user finishes the welcome card. Covers the reply it expects.
javascript
by joabgonzalez
"Modern JavaScript (ES2020+) patterns. Trigger: When writing JavaScript code, using ES2020+ features, or refactoring legacy JS."
performance
by 89jobrien
Comprehensive performance specialist covering analysis, optimization,
estimate
by kbrdn1
Provide development estimates for tasks, features, or projects with intelligent analysis
database-optimization
by 89jobrien
SQL query optimization and database performance specialist. Use when
cleanup-context
by kbrdn1
Optimize memory bank files by removing duplicates, consolidating content, and archiving obsolete documentation
memory-defrag
by basicmachines-co
"Defragment and reorganize agent memory files: split bloated files, merge duplicates, remove stale information, and restructure the memory hierarchy. Use when memory files have grown unwieldy, contain redundancies, or need reorganization. Run periodically (weekly) or on demand."
memory-ingest
by basicmachines-co
"Process unstructured external input (meeting transcripts, conversation logs, pasted documents) into structured Basic Memory entities. Extracts entities, searches for existing matches, proposes new entities with approval, creates notes with observations and relations, and captures action items."
golang-performance
by 89jobrien
Go performance optimization techniques including profiling with pprof,
nextjs-architecture
by 89jobrien
Next.js architecture specialist. Use when designing Next.js applications,
kiss-principle
by markpitt
Apply the K.I.S.S principle (Keep It Simple, Stupid) to reduce complexity, improve maintainability, and solve problems elegantly. Use when designing systems, writing code, planning solutions, creating documentation, architecting features, or making decisions where simplicity drives quality and efficiency.
prompt-optimization
by 89jobrien
Expert prompt optimization for LLMs and AI systems. Use when building
memory-lifecycle
by basicmachines-co
"Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases. Use when marking items complete, archiving old entities, or managing any folder-based status workflow."