Rendiment
Anàlisi i optimització del rendiment
engineering-culture
liqiongyu
"Build or refresh engineering culture and produce an Engineering Culture Operating System Pack (capability map, culture code, org↔architecture alignment, clock-speed/DevEx backlog, workflow contract, rollout + measurement). Use for engineering culture, DevOps capabilities, DevEx, clock speed, Conway's Law, and engineering principles. Category: Engineering."
databases
samhvw8
"MongoDB and PostgreSQL database administration. Databases: MongoDB (document store, aggregation, Atlas), PostgreSQL (relational, SQL, psql). Capabilities: schema design, query optimization, indexing, migrations, replication, sharding, backup/restore, user management, performance analysis. Actions: design, query, optimize, migrate, backup, restore, index, shard databases. Keywords: MongoDB, PostgreSQL, SQL, NoSQL, BSON, aggregation pipeline, Atlas, psql, pgAdmin, schema design, index, query optimization, EXPLAIN, replication, sharding, backup, restore, migration, ORM, Prisma, Mongoose, connection pooling, transactions, ACID. Use when: designing database schemas, writing complex queries, optimizing query performance, creating indexes, performing migrations, setting up replication, implementing backup strategies, managing database permissions, troubleshooting slow queries."
modern-best-practice-react-components
academind
Build clean, modern React components that apply common best practices and avoid common pitfalls like unnecessary state management or useEffect usage
wisdom-accountability-coach
10x-Anit
Longitudinal memory tracking, philosophy teaching, and personal accountability with compassion. Expert in pattern recognition, Stoicism/Buddhism, and growth guidance. Activate on 'accountability', 'philosophy', 'Stoicism', 'Buddhism', 'personal growth', 'commitment tracking', 'wisdom teaching'. NOT for therapy or mental health treatment (refer to professionals), crisis intervention, or replacing professional coaching credentials.
evaluating-trade-offs
liqiongyu
"Evaluate trade-offs and produce a Trade-off Evaluation Pack (trade-off brief, options+criteria matrix, all-in cost/opportunity cost table, impact ranges, recommendation, stop/continue triggers). Use for tradeoff/trade-off, pros and cons, cost-benefit, opportunity cost, build vs buy, ship fast vs ship better, continue vs stop (sunk costs). Category: Leadership."
portfolio-manager
mmcmedia
Portfolio strategist who analyzes McKinzie's 27 content sites and Etsy shops to recommend which properties to scale, maintain, or shut down. Focuses on ROI, resource allocation, and strategic growth decisions.
humanizer
christopher-buss
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
pytest-dev
BjornMelin
"World-class pytest engineer for Python: write/refactor tests, fix flakiness, design fixtures/markers, add coverage, speed up suites (collection/runtime), and optimize CI (GitHub Actions sharding, xdist parallelism, caching). Use when asked about pytest best practices, pytest 9.x features (subtests, strict mode, TOML config), pytest plugins (xdist/cov/asyncio/mock/httpx), or test performance/CI tuning."
memory-bank
cuipengfei
记忆库 - 跨会话知识持久化管理。作为项目上下文的唯一真实来源。
codex-sdk
BjornMelin
Architect-level guidance, workflows, and scripts for building agentic coding systems with OpenAI Codex. Use for Codex SDK (@openai/codex-sdk) threads + streaming JSONL events; Codex CLI automation (codex exec, output schema, JSONL, resume); MCP server usage (codex mcp-server) and dynamic tool integration; multi-agent orchestration with OpenAI Agents SDK (handoffs, gating, tracing); durable state, caching, and memory using SQLite; safe-by-default sandbox/approval patterns and execpolicy rules.
python-performance-profiler
jorgealves
Identify CPU and memory bottlenecks in Python code using cProfile or memory_profiler. Use to optimize mission-critical Python services.
vitest-dev
BjornMelin
World-class Vitest QA/test engineer for TypeScript + Next.js (local + CI performance focused)
memory-systems
fefogarcia
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.
gamification-triad
Coowoolf
Use when designing retention mechanisms, habit loops, or auditing why users drop off despite engaging with core features, to structure gamification beyond superficial badges
pytest-optimizer
jorgealves
Analyze and optimize pytest suites to improve speed, identify flaky tests, and increase coverage. Use to maintain high-quality, fast-running test pipelines.
poetry-uv-advisor
jorgealves
Optimize pyproject.toml and resolve complex dependency trees using modern tools like Poetry or uv. Use to modernize Python project management.
Campaign Analyzer
jmsktm
Analyze marketing campaign performance and extract actionable insights
AI Integration Specialist
jmsktm
Integrate AI tools and APIs into business workflows and applications
Advisory Board Builder
jmsktm
Recruit, structure, and manage advisory boards for strategic guidance
Chatbot Designer
jmsktm
Design conversational AI chatbots with optimal flows and user experience
Cap Table Manager
jmsktm
Manage equity cap tables, model dilution scenarios, and track ownership
Affiliate Marketing Manager
jmsktm
Set up and manage affiliate marketing programs for growth and revenue
Context Manager
jmsktm
Manage conversation context and memory for optimal AI performance
Client Onboarding Designer
jmsktm
Design smooth client onboarding experiences that ensure success and retention