Jev 以約 300 ms p50 分流 Notra 聊天

作者: Notra

分類

Notra

GitHub

分類這個使用案例

  • Classification1.00
  • Shipped0.95
  • Measured0.98
  • Usefulness0.69
  • Repo1.00
  • Ready0.95
  • Specific case0.57
  • Copy quality0.56
  • Creativity0.77
  • Distinct intent0.77
延遲
~300 ms p50 / ~550 ms p95
結果
布林答案以 0.5 設門檻

對每則 Notra 聊天訊息問 Jev 複雜度 Choice,加上工具與推理偏重 Noul,再以 0.5 門檻選模型。

問題

Primitive

Choice

Ask a multiple choice question

Name
complexity
指示
How complex is the task in userMessage?
準則
  • simple

    Single-step task, quick edit, straightforward change, greeting, or simple question

  • complex

    Multi-step task, content creation from scratch, research, analysis, or a task requiring reasoning

Primitive

Noul

Evaluate how true something is

Name
requiresTools
指示
Does fulfilling userMessage require using tools (editing the current draft, fetching data from connected sources, accessing skills, publishing or scheduling)?
準則
  • true

    Any editing, data fetching from connected sources, skills, or explicit requests to run tools

  • false

    Answering questions, explaining concepts, or conversation

Primitive

Noul

Evaluate how true something is

Name
reasoningHeavy
指示
Is the task in userMessage reasoning-heavy?
準則
  • true

    Deep analysis, long-form writing, multi-source research, architectural decisions, nuanced critique, comparative synthesis

  • false

    Everyday chat, quick edits, factual lookups, straightforward content generation