pstack:Cursor 工程師開源的 AI 開發工作流,怎麼用+arena、swarm、no-comments 三招 #shorts
Short0:57Science & TechnologyPublished Oct 19, 2026, 11:54 AM · 4d ago
Views
4,531
+22 views/hour
Views / hour now
22
measured 1h ago
Peak views / hour
165
3d ago
First 24 hours
2K
views at 24 h
Engagement
2.7%
likes + comments / views
Likes
119
2.6% of views
Comments
2
0.04% of views
Est. ad revenue
$0–$0
lifetime, $0.015–0.04 RPM
Checked every 3 h while the video is this age · last check 1h ago · next in 76 min. YouTube itself updates public counts with a short delay.
Avg views / day
1.1K
since upload
vs channel median
0.4×
this video's views ÷ the channel's usual
Rank in channel
#14
of 49 tracked
Views over time
84 readings
Total views Views gained per hour
Description
別再讓 AI 寫一大坨 slop 了。Lauren Tan(poteto)是 Cursor 工程師(Cursor 已被 SpaceX 併購,她現在在 SpaceX),她說自己一個月送出上千個 PR。她把自己不寫 slop 的整套 AI 開發工作流開源了,叫 pstack,是一整套 Agent Skills。
▍怎麼裝
・Cursor:/add-plugin pstack
・Claude Code(社群移植版):
/plugin marketplace add michael-denyer/pstack-claude
/plugin install pstack@pstack-claude
・Codex(社群移植版):
codex plugin marketplace add michael-denyer/pstack-claude
codex plugin add pstack@pstack-claude
・不綁工具(社群鏡像,純 skills):npx skills add backnotprop/pstack
▍怎麼用
1. 先跑 /setup-pstack,選 reasoning budget 和要用的模型
2. 每次開工打 /poteto-mode + 你的任務,它會從 23 個 playbook 裡自己挑對的流程(修 bug、抓效能、開 PR、整晚自動跑……)
不知道用哪個技能就問 /poteto-help。
▍為什麼好用
① arena:同一個題目讓多個模型各做一版(預設 Opus 5.5 和 Grok),再找一個模型當評審,挑最好的當底,把另一版的優點接上去。
② swarm:一次派一群 agent 分頭驗證,每個都附證據,最後整理成一份報告。
③ no-comments:把註解砍掉。註解一跟程式碼對不上,AI 有時只看註解就跟著錯。unslop 再把文字裡的 AI 腔刪掉。
・24 條原則拆成 24 個小 skill,poteto-mode 開工先讀索引,要用哪條再翻哪條,不用整包塞進系統提示。
・它很在意證據:像修 bug,會先重現失敗,修完在同一個地方再跑一次,前後結果都貼給你看。
▍來源
・pstack 官方(cursor/plugins):https://github.com/cursor/plugins/tree/main/pstack
・Claude Code/Codex 移植:https://github.com/michael-denyer/pstack-claude
・純 skills 鏡像:https://github.com/backnotprop/pstack
畫面來源:
・pstack 官方 logo:https://github.com/cursor/plugins/tree/main/pstack
#pstack #ClaudeCode #Cursor #AI懶人報
Tags
AI 工具AI懶人報Agent SkillsClaude CodeCodexCursorLauren Tanarenano-commentspotetopoteto-modepstackswarmunslop
Details
- Published
- Oct 19, 2026, 11:54 AM
- Length
- 0:57 (57 s)
- Format
- Short (3 min or less)
- Category
- Science & Technology
- Audio language
- ZH-TW
- Quality
- HD
- Captions
- No
- Made for kids
- No
- Licensed content
- No
- Video ID
- u2AZnGqOGhk
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