模型与实验室 4.0 · 优秀 2026-09-03 · X

Fable 5.1 + Opus 5 sub-agent 的成本/质量甜点:Medium effort + 派单提示

宝玉门徒 wquguru 9 月 3 日实战贴:在 Claude Code 里把 Effort 设 Medium(Max 额度 1.5),主 session 用 Fable 5.1 只负责思考和规划,提示词末尾加一句让任务派给 sub agent with Opus 5Claude + Fable 双额度按固定比例消耗,调研和执行走 Opus 5 sub-agent评论区 @yanhua1010 提了一个真问题:planning agent 在 session 变长后能不能 hold 住 context 来审 sub-agent结论:Fable 5.1 + Opus 5 sub-agent 是当下成本/质量比最高的组合之一,但 session 长度超过一定阈值后 planning 层会失忆,需要 break point

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Fable 5.1 主会话 + Opus 5 sub-agent 的成本调配

来源: X (Twitter) | 作者: wquguru | 2026-09-03
URL: https://x.com/wquguru/status/2095484478148038815
- id: '2095484478148038815'
  author: wquguru
  bio: |-
    AI+量化+工程
    AI/Invest/Biz/Ship资讯→https://t.co/WmkVbbvE92
    打造Agent PoC→https://t.co/pg7QEz0fGp
    📮 hello@wqu.guru
  text: |-
    探索了几天 Fable 5.1,按宝玉老师的思路调了一遍,终于摸到它的最佳用法:

    Effort 设 Medium(别开 Max,额度会 ×1.5)

    默认模型用 Fable 5.1新开一个 Agent Session,只在第一条提示词末尾加一句:Fable 5.1 只负责思考和规划,具体任务交给 sub agent with Opus 5

    效果很不错,Claude 总额度和 Fable 总额度按固定比例一起消耗,当前Session后续调研、执行则会自动派给 Opus 5 Sub Agent。
  likes: 243
  retweets: 45
  created_at: Thu Sep 03 12:10:06 +0000 2026
  url: https://x.com/wquguru/status/2095484478148038815
  has_media: false
  media_urls: []
  card: null
  quoted_tweet:
    id: '2095214013693243806'
    author: dotey
    name: 宝玉
    text: >-
      基本上你只要让 Fable 指挥其他 Agent 干活,这两个进度条就能持平。


      大部分任务你选 Fable + High(或者Medium,千万别Max及以上),然后后面加一句:

      > 注意你的主要任务是分析、编排和验证,具体任务尽可能交给 subagent(Opus 或 Sonnet)去执行。自己只做需求澄清、方案拆解、任务分发和结果验收,实现类工作(读大量代码、写代码、跑测试、批量修改)一律用
      Agent 工具派给 subagent 执行。
    created_at: Wed Sep 02 18:15:22 +0000 2026
    url: https://x.com/dotey/status/2095214013693243806
    has_media: false
    media_urls: []
- id: '2095792343559590263'
  author: peterfujiyu
  bio: peter0x.eth
  text: '@wquguru Max估计是动态的,fable主观能动性很强,对于简单问题max也会立刻回答.'
  likes: 0
  retweets: 0
  in_reply_to: '2095484478148038815'
  created_at: Fri Sep 04 08:33:27 +0000 2026
  url: https://x.com/peterfujiyu/status/2095792343559590263
  has_media: false
  media_urls: []
  card: null
  quoted_tweet: null
- id: '2095731844205646067'
  author: YuminAI
  bio: 努力生活,髡贼,前硅谷软件工程师,现湾区个体户,在美国落地生根
  text: |-
    @wquguru 只有穷人才精打细算
    哥都是Fable 5.1 max一把梭
  likes: 1
  retweets: 0
  in_reply_to: '2095484478148038815'
  created_at: Fri Sep 04 04:33:03 +0000 2026
  url: https://x.com/YuminAI/status/2095731844205646067
  has_media: false
  media_urls: []
  card: null
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- id: '2095732980295868842'
  author: wquguru
  bio: |-
    AI+量化+工程
    AI/Invest/Biz/Ship资讯→https://t.co/WmkVbbvE92
    打造Agent PoC→https://t.co/pg7QEz0fGp
    📮 hello@wqu.guru
  text: '@YuminAI 羡慕🥹'
  likes: 1
  retweets: 0
  in_reply_to: '2095731844205646067'
  created_at: Fri Sep 04 04:37:33 +0000 2026
  url: https://x.com/wquguru/status/2095732980295868842
  has_media: false
  media_urls: []
  card: null
  quoted_tweet: null
- id: '2095658377171087542'
  author: kuangjue
  bio: |-
    酷宣AI Founder,https://t.co/4Juq9RZG10

    欢迎Agent 探讨,增长黑客探讨,币圈与金融不交谢了
  text: '@wquguru 我直接开ultracode'
  likes: 0
  retweets: 0
  in_reply_to: '2095484478148038815'
  created_at: Thu Sep 03 23:41:07 +0000 2026
  url: https://x.com/kuangjue/status/2095658377171087542
  has_media: false
  media_urls: []
  card: null
  quoted_tweet: null
- id: '2095573275824783632'
  author: colorfulnian
  bio: 院前幼儿园杰出校友
  text: '@wquguru Max额度不是 × 3.5吗('
  likes: 0
  retweets: 0
  in_reply_to: '2095484478148038815'
  created_at: Thu Sep 03 18:02:57 +0000 2026
  url: https://x.com/colorfulnian/status/2095573275824783632
  has_media: false
  media_urls: []
  card: null
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- id: '2095564194603241769'
  author: churdson
  bio: Fly, you fools!
  text: '@wquguru 比她好看的没她骚比她骚的没她好看@lldidii 🫢9♀️'
  likes: 0
  retweets: 0
  in_reply_to: '2095484478148038815'
  created_at: Thu Sep 03 17:26:52 +0000 2026
  url: https://x.com/churdson/status/2095564194603241769
  has_media: false
  media_urls: []
  card: null
  quoted_tweet: null
- id: '2095559787672944903'
  author: Yingzhe0301
  bio: |-
    AI PhD student @ UMass Lowell
    llm inferenc

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