全部能力

AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying…

Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's…

Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory

Analyze and optimize SQL queries for performance. Use when improving slow queries, reducing execution time, or analyzing query performance in PostgreSQL and MySQL.

qdrant-scaling — an installable skill for AI agents, published by qdrant/skills.

Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores,…

智能体生成、生命周期管理与协调模式。管理60余种具有专门能力的智能体类型。适用场景：生成智能体、协调多智能体任务、管理智能体池。不适用场景：单智能体工作、无需协调的情况。

Expert-level supply chain management, logistics optimization, warehouse systems, and fleet management

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward…

Web crawling and scraping tool with LLM-optimized output. 网页爬虫爬取工具 | Web crawler, web scraper, spider. DuckDuckGo search, site crawling, dynamic page scraping.…

用于 safla-neural 的 Agent 技能 - 使用 $agent-safla-neural 调用

用于 repo-architect 的 Agent 技能 - 使用 $agent-repo-architect 调用

性能优化器智能体技能 - 通过 $agent-performance-optimizer 调用

Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.

Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding…

Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales…

性能监控代理技能 - 使用 $agent-performance-monitor 调用

代理技能用于 code-review-swarm - 使用 $agent-code-review-swarm 调用

用于 resource-allocator 的 Agent 技能 - 使用 $agent-resource-allocator 调用

用于 topology-optimizer 的 Agent 技能 - 使用 $agent-topology-optimizer 调用