Back to Skills
Ai-research

optimizing-attention-flash

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512…

optimizing-attention-flash is an Agent Skill — a folder with a SKILL.md and any helper scripts that a coding agent loads on demand. Drop it in your skills directory and the agent picks it up the next time the task matches.

If something here is out of date, the source link below is always the canonical reference.

CategoryAi-research
/skill add optimizing-attention-flash

How to use it

  1. Copy the skill folder into your agent's skills directory, or run the add command above.
  2. Reload the agent so it re-scans available skills.
  3. Trigger it by describing the task — the agent loads the skill when it matches.
Compiled and written by HowToPrompts from public sources.

Related in Ai-research

agent-evaluationTesting and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, agent-manager-skillManage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.crewai-multi-agentMulti-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agai-agents-architectExpert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, langchainFramework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (Opeautonomous-agentsAutonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and selfagent-tool-builderTools are how AI agents interact with the world. A well-designed tool is the difference between an agent that conversation-memoryPersistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use wagent-memory-mcpA hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, autogpt-agentsAutonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow a
← Back to Skills