Performance
Performance profiling and optimization
python-performance-optimization
by atalovesyou
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
moai-cc-hooks
by AJBcoding
AI-powered enterprise Claude Code hooks orchestrator with intelligent automation, predictive maintenance, ML-based optimization, and Context7-enhanced workflow patterns. Use when designing smart hook systems, implementing AI-driven automation, optimizing hook performance with machine learning, or building enterprise-grade workflow orchestration with automated compliance and monitoring.
spark-optimization
by EngineerWithAI
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
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.
hypothesis-elimination
by kimasplund
Systematic elimination reasoning for diagnosis and debugging. Use when you need to identify THE cause among many possibilities through evidence-based elimination. Ideal for production incidents, bug diagnosis, root cause analysis, and differential diagnosis. Unlike BoT (which explores), HE eliminates. Example: "Server is slow" → Generate 10 hypotheses, design discriminating tests, eliminate 9, confirm 1.
gamemaker-expert
by leihaht
Comprehensive GameMaker Studio 2 and GML expertise covering beginner to advanced topics. Provides guidance on object creation, GML syntax, event systems, data structures, file I/O, shaders, networking, platform-specific features, performance optimization, and debugging. Automatically invoked when working with .gml files, .yy files, .yyp projects, or GameMaker-related tasks. References official manual (manual.gamemaker.io) for authoritative documentation.
cost-optimization
by EngineerWithAI
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
moai-cc-skill-factory
by AJBcoding
AI-powered enterprise skill creation orchestrator with intelligent discovery, predictive optimization, ML-based content generation, and Context7-enhanced development patterns. Use when creating smart skill systems, implementing AI-driven skill generation, optimizing skill performance with machine learning, or building enterprise-grade skill factories with automated compliance and governance.
benchmark-datasets
by pluginagentmarketplace
Standard datasets and benchmarks for evaluating AI security, robustness, and safety
frontend-developer
by liuchiawei
Build React components, implement responsive layouts, and handle
kiroku-memory
by yelban
AI Agent long-term memory system with cross-session, cross-project persistence. Triggers: - /remember - Store memories - /recall - Search memories - /forget - Delete/archive memories - /memory-status - Check status - When needing to persist important conversation insights - When sharing user preferences across projects
typescript-performance-best-practices
by mcart13
TypeScript performance optimization guidelines for build times, type-checking, declaration emit, and editor responsiveness. This skill should be used when writing, reviewing, or optimizing TypeScript code and tsconfig settings. Triggers on tasks involving slow builds, slow type-checking, CI timeouts, editor lag, tsserver memory issues, monorepo configuration, project references, incremental builds, declaration emit, isolatedDeclarations, --noCheck flag, TypeScript 5.6+ features, TypeScript 7 migration, or any TypeScript performance investigation.
performance-oracle
by carmandale
Analyzes code for performance bottlenecks, algorithmic complexity, database queries, memory usage, and scalability. Use after implementing features or when performance concerns arise.
plan-task-completion-verification
by kieutrongthien
Verify acceptance criteria, quality, and readiness before closure.
aws-use-sso
by jordangarrison
Manage AWS SSO credentials during agent sessions. Detects expired or missing AWS credentials, runs aws-use-sso to authenticate via SSO, and sources credentials into the shell. Use when AWS commands fail due to credentials, when the user asks to log in to AWS, or when setting up aws-use-sso for the first time.
performance-tuner
by gravito-framework
Specialized in speed and resource optimization for Gravito. Trigger this for query profiling, caching strategies, or frontend performance audits.
plan-sprint-management
by kieutrongthien
Plan, run, and close sprints with healthy velocity and burndown.
Context Mortality Audit (CMA)
by starwreckntx
Joseph (Pack3t C0nc3pts / StarwreckNTX)
buffer-overflow
by tangjunyi23
Buffer overflow vulnerability hunting in IoT embedded binaries. Use when reverse-engineering ARM/MIPS/x86 binaries for stack-based or heap-based overflow vulnerabilities, analyzing unsafe memory operations (strcpy, sprintf, gets, memcpy), checking binary protections (NX, ASLR, canary), or building overflow PoCs for embedded targets.
novel-architect
by junaid18183
Stepwise scaffolding, brainstorming, and draft-generation for literary novels using interactive interviews. TRIGGERS - Use this skill when user says: - "create a novel project" / "start a new novel" - "help me brainstorm my novel" / "plan my story" - "/novel-architect [language] novel named [name] [core idea]" - "set up novel structure" / "initialize my book project" - Any request about creating fiction writing projects or story planning Creates full novel directory with foundation files, character sheets, and chapter scaffolding. Uses gentle, reflective interview process to discover emotional truth before structure.
spring-boot-basics
by pluginagentmarketplace
Comprehensive guide to Spring Boot fundamentals - auto-configuration, starters, properties, and profiles
polars
by silvainfm
Lightning-fast DataFrame library written in Rust for high-performance data manipulation and analysis. Use when user wants blazing fast data transformations, working with large datasets, lazy evaluation pipelines, or needs better performance than pandas. Ideal for ETL, data wrangling, aggregations, joins, and reading/writing CSV, Parquet, JSON files.
technical-debt-visualizer
by jorgealves
Generates a heat-map and metrics report of a repository based on code complexity, lack of tests, and 'TODO/FIXME' density. Use when you need to identify high-risk areas for refactoring or when planning technical debt reduction sprints.
code-review-assistant
by kaelen-hou
Comprehensive code review assistant that analyzes code for security vulnerabilities, performance issues, and code quality. Use when reviewing pull requests, conducting code audits, or analyzing code changes. Supports Python, JavaScript/TypeScript, and general code patterns. Includes automated analysis scripts and structured checklists.