MCP servers and skills: search, filter by where they run, and compare.
Durable optimization jobs for AI agents: local Rust runner, worker SDK and MCP server with a shared CPU budget.
SkillMITFew starsNo key
Prompt, checklist, and Agent Skill for optimizing LLM agents without benchmark hacks.
SkillMIT★ 3Few starsNo key
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of you
OfficialSkillMIT★ 40k in collectionNo key
Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage optimization. Use when planning configuration or capacity changes to improve speed a
OfficialSkillApache-2.0★ 256 in collectionNo key
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle)
OfficialSkillMIT★ 40k in collectionNo key
Optional, independently switchable agent optimization pack for Ledgered Agent Memory Fabric.
SkillMIT★ 1Few starsNo key
General Purpose MCP Server (AI Agent) for Constrained Optimization
PythonApache-2.0★ 5No key
TypeScript CLI and skill pack for spec-driven development of optimization systems for agents.
SkillMIT★ 7No key
Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
OfficialSkillMIT★ 40k in collectionNo key
MCP工具去重与优化 - 对100+ MCP工具进行功能审计、去重、整合
SkillMIT★ 1Few starsNo key
Evaluates Google Cloud workloads for cost efficiency and FinOps alignment using the Google Cloud Well-Architected Framework Cost Optimization pillar. Use when the user asks to analyze Google Cloud spe
OfficialSkillApache-2.0★ 21k in collectionNo key
76 Claude Code skills for combinatorial optimization and operations research: MILP with Gurobi, metaheuristics, encodings/operators, classic problems, and research tooling
SkillMIT★ 15No key
Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well-Architected Framewo
OfficialSkillApache-2.0★ 21k in collectionNo key
Use when a user asks to build, optimize, backtest, rebalance, or analyze a stock portfolio with Mean-CVaR, Mean-Variance/SOCP variance caps, efficient frontiers, scenario generation, or NVIDIA cuOpt.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
SkillMIT★ 1Few starsNo key
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop
OfficialSkillMIT★ 40k in collectionNo key
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
OfficialSkillMIT★ 40k in collectionNo key
Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas. Use when optimizing GKE cluster or workload costs, configuring GKE cost allocation or qu
OfficialSkillApache-2.0★ 21k in collectionNo key
Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing
OfficialSkillApache-2.0★ 21k in collectionNo key
Continuous domain Particle Swarm Optimization (PSO) with inertia weight decay and cognitive/social acceleration.
SkillLink only★ 7
Loadable systems-thinking skill pack for full-stack inference optimization.
SkillMITFew starsNo key
Solving optimization problems by sampling from generative models rather than iterative solvers. Gaussian mixture models and conditional flow matching applied to root finding, optimization, and paramet
SkillMIT★ 2Few starsNo key
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