docs: expand .cards — vision, comparisons, business rationale, open questions
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26 cards covering:
- Project philosophy (session isolation, process discipline, dissipative structure)
- Comparisons (vs skill, vs dynamic workflow)
- Business rationale (FTE vs vendor, OPC, switching cost)
- Learning model (memory + skill + workflow)
- Self-improvement (reflective workflow, eval)
- Open questions (workflow granularity, human-in-the-loop)
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---
title: "Workflow as an Improvable System"
created: "2026-06-07"
source: "openclaw-xiaomo"
tags: [architecture, pattern]
category: "architecture"
links:
- uwf-vs-dynamic-workflow
- process-discipline-from-software-engineering
- feedback-loops-convergent-and-divergent
- cognitive-process-orchestration
---
uwf 把 workflow 定位为**可持续改进的系统**,而不是一次性的任务完成工具。
LLM 能力在快速提升,但单次执行的可靠性永远有上限。真正的杠杆不在于某一次跑得好不好,而在于流程本身能不能从每次执行中学到东西、越来越好。这需要流程是可审查的(看得懂才能改)、可评估的(量化才能知道改对没有)、可复用的(积累才有复利)。
dw 每次重新生成脚本,某种意义上是在放弃之前执行的经验——每次从零开始发明流程。uwf 把流程固化为独立制品,每次迭代都在前一版基础上改进。v1 没有 tester 角色,加上 tester 变成 v2,效果可量化对比。
这是一个有记忆的系统——记忆不在 agent 的 context 里,而在 workflow 的版本历史里。