swyx 发布 Kakuna，一套带清单的技能，专门用于硬化代码库。配合 /plan 规划后交给 /goal 运行一天，能在保持功能不变的前提下补齐枯燥的工程工作，并附上自我审计。它聚焦子智能体并行，并编码了 AI 工程师面向人类与智能体设计应用、DevOps 和产品管理的强主张，主张“mullet factory”模式：前端派对（发布独特讨喜的功能），后端暗黑（永恒的生产原则）。
Kakuna: skills with checklists that only know how to harden your codebase
/plan with it then let it /goal for a day, it comes back with same functionality but all the boring stuff done for you + an audit of its own work.
focus on subagent parallelism and encodes strong opinions on how AI engineers should design apps for human and agent access/devops/product mgmt.
instead of dark factory, go "mullet factory" - party in front (ship unique lovable features), dark in the back (timeless production principles). basically its the antientropy/antislop part of symphony broken out as its own thing
not gonna go psychosis further than this but extend as you will. link below
working on a "take this vibecoded slop app and make it a production-ready, e2e tested, maintainable, parallelizable agent repo" skill. this thing ran for ~16 hours yesterday and made 103 commits all told and i ended up with exactly the same app but instead of fragile mvp it now looks like a codebase i can actually build on for th elong run在 X 查看被引用的帖子
来源：@swyx · x.com