Performance
Performance profiling and optimization
go-profiling-optimization
by gopherguides
"Profile and optimize Go performance: pprof CPU/memory/block/mutex profiles, allocation analysis, escape analysis, sync.Pool, GOGC/GOMEMLIMIT tuning, benchmarks with -benchmem, PGO workflow, execution tracing. Use when user asks 'why is this slow', 'is this allocating', mentions pprof/profiling, runs benchmarks, or needs to reduce p99 latency. SKIP for general Go idioms — use go skill."
bench
by gopherguides
"Generates and runs statistically useful Go benchmarks with allocation and profile analysis. Use for benchmark creation or measured performance comparison; do not use for general correctness tests."
token-saver
by RubenAQuispe
"Token optimization dashboard with two sections - (1) Workspace file compression for ALL .md files in context, (2) AI model audit that detects current models and suggests cheaper alternatives. Shows \"possible savings\" until optimizations are applied. Triggers on \"optimize tokens\", \"reduce AI costs\", \"model audit\", \"save money on AI\"."
agent-memory-skills
by kimasplund
Self-improving agent architecture using ChromaDB for continuous learning, self-evaluation, and improvement storage. Agents maintain separate memory collections for learned patterns, performance metrics, and self-assessments without modifying their static .md configuration.
TSAO-PROCESSING-SKILL
by SUNHAOJUN22
Universal chemical-process research, development, scale-up, qualification and technology-transfer operating system with process-general, EPDM, POE and polymer-general specialist routes.
performance-optimization
by addyosmani
Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks.
compiler-perf-profiling
by mizchi
vibe compiler の性能改善手順 — node --cpu-prof での実コンパイルのプロファイル取得、phase bench (__bench_ export) の実行、ホットスポットの読み方、修正→fixpoint→回帰の検証ループ。コンパイルが遅い・CI が遅い・bench の退行を調べるときに使う。
memory-management
by naohainezha
Search and manage Alma's memory and conversation history. Use when the user asks about past conversations, personal facts, preferences, or anything that requires recalling information ("你知道我...吗", "我们之前聊过...", "你还记得...", "帮我找之前说的..."). Also used to store new memories and search through archived chat threads.
create-mcp-skill
by Cygnusfear
Create a new skill that uses an MCP server, following best practices from the MCP CLI guide. Use when user wants to create a skill for a new MCP server or integrate MCP functionality into a skill.
6502-assembly
by hwatkins
Write, read, debug, and optimize 6502 assembly language code. Use this skill whenever the user asks about 6502 assembly, MOS 6502, 6510, 65C02, or 65C816 programming, or is working on projects for the NES, SNES, Commodore 64, Apple II, Atari 2600/8-bit, VIC-20, BBC Micro, or any other 6502-based platform. Also trigger when the user mentions opcodes, addressing modes, zero page, stack operations, or assembly language concepts in the context of 8-bit/retro computing. Covers instruction set, addressing modes, common algorithms (16-bit math, multiplication, division), memory layout, optimization, and platform-specific patterns. Even if the user just says "assembly" in a retro computing context, use this skill.
postgis-transform
by mmbmf1
Reproject PostGIS geometry using ST_Transform with correct SRID handling and safe usage patterns.
flight-planner
by probichaux
Plan multi-leg flights with wind-optimized timing and calendar integration. Use when asked to plan a flight, create a flight plan, or schedule a flying mission. Takes a route (e.g., "HSV to JWN to HMP to HSV"), calculates times with winds aloft, and creates calendar entries.
optimizing-query-performance
by djankies
Optimize queries with indexes, batching, and efficient Prisma operations for production performance.
performance
by kprsnt2
Web performance optimization best practices including Core Web Vitals, loading, and caching.
riverpod-state
by DonArtkins
"Riverpod state management on Griot mobile: server state from graphql_flutter/dio with explicit refetch, client-only UI state in providers, auth token in memory. Guide allows Provider/Riverpod; we chose Riverpod."
harvest
by shihyuho
"Capture project memory from planning-with-files source-of-truth into Obsidian-compatible second-brain notes in docs/notes. Use for milestone summaries, decision capture, and timeline snapshots. Trigger on: harvest, /harvest, harvest this, save this to second brain, save what we just did, document this work, capture this knowledge."
optimizing-query-selection
by djankies
Optimize queries by selecting only required fields and avoiding N+1 problems. Use when writing queries with relations or large result sets.
modern-patterns-audit
by karchtho
modern practices Input System async await dependency injection pooling optimization
implementing-query-pagination
by djankies
Implement cursor-based or offset pagination for Prisma queries. Use for datasets 100k+, APIs with page navigation, or infinite scroll/pagination mentions.
senior-ml-engineer
by nimeshgurung
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.
landing-page-optimizer
by aiagentskills
Conversion-focused landing page optimization playbook. Use when auditing or improving landing pages, hero/CTA sections, forms, social proof, or experimentation plans for marketing sites, SaaS, or e-commerce.
numpy-indexing
by cuba6112
Advanced indexing techniques including slicing, fancy indexing, and boolean masks, along with memory implications of views vs. copies. Triggers: indexing, slicing, fancy indexing, boolean mask, np.where, np.ix_.
async-python-patterns
by mit-network
"Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems."
feedback-mastery
by VisualxIntelligence
Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.