界面已本地化;技能介绍与说明文档按所选语言由 AI 自动翻译,代码、命令、路径和专业术语保留原文,以原作者文档为准。
探索技能
效率与协作 · SKILL.md

smart-routing

smart-routing

【效率与协作】Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection.

独立 GitHub 快照 · 自动分类 · 以原作者文档为准

技能说明

GitHub

name: smart-routing description: Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection. allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer]

  • When tasks range from simple transforms to complex multi-file changes
  • Reducing latency for common code transformations
  • Learning from routing history to improve future decisions

Routing Tiers

TierTargetLatencyCost
Agent BoosterSimple transforms (var-to-const, add-types)<1ms$0
MediumStandard coding tasks~500msLow
ComplexMulti-agent swarm coordination2-5sHigher

Agent Booster Transforms

  • var-to-const - Variable declaration modernization
  • add-types - TypeScript type annotation insertion
  • add-error-handling - Try/catch wrapper insertion
  • async-await - Promise chain to async/await conversion
  • extract-function - Code block extraction to named functions
  • add-jsdoc - Documentation generation

Agents Used

  • agents/optimizer/ - Performance and cost optimization
  • agents/architect/ - Complex task decomposition

Tool Use

Invoke via babysitter process: methodologies/ruflo/ruflo-task-routing

我的收藏