xiaomo
c128fad38e
CI / check (pull_request) Successful in 2m51s
- agent-as-graduate: onboarding metaphor and teaching threshold - three-learning-carriers: memory/skill/workflow framework - switching-cost-process-knowledge-as-moat: process knowledge as moat - opc-why-fte-agents-matter-most: why OpenClaw bets on FTE - fte-maturity-threshold: who can onboard an agent - fte-product-landscape: OpenClaw vs Claude Code vs Hermes
22 lines
990 B
Markdown
22 lines
990 B
Markdown
---
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title: "Three Learning Carriers — Memory, Skill, Workflow"
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created: "2026-06-07"
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source: "openclaw-xiaomo"
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tags: [architecture, concept]
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category: "product"
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links:
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- vendor-vs-fte-who-defines-capability
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- agent-as-graduate
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- switching-cost-process-knowledge-as-moat
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---
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FTE 型 agent 的能力积累依赖三个载体：
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1. **Memory（记忆）**— 用户偏好、环境事实、历史上下文。跨 session 持久化，让 agent 不用每次从零开始。
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2. **Skill（技能）**— 可复用的操作程序。解决过的问题沉淀成步骤，下次直接调用。
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3. **Workflow / DW（流程）**— 多步骤协作模式。把复杂任务拆成角色和阶段，用流程纪律保障质量。
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三者的关系：memory 是"认识你"，skill 是"会做事"，workflow 是"知道怎么把事做好"。
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OpenClaw、Claude Code、Hermes 都已具备这三个载体，但成熟度各异。差异在于：用户能多容易地往这三个载体里"灌"自己的知识。
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