shttty

Smart Cascade — AI skill for Claude Code

AI community

把一队编码任务交给一条级联的 AI agent：Root 读取静态队列，派出隔离的 Leader，Leader 动态拆成隔离的 Executor 并行产出 patch.

How to install Smart Cascade

This entry records only its repository, not the path inside it, so there is no exact command to give. Open shttty/smart-cascade and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Smart Cascade does

把一队编码任务交给一条级联的 AI agent：Root 读取静态队列，派出隔离的 Leader，Leader 动态拆成隔离的 Executor 并行产出 patch。基于 OMP native subagent 的结构性隔离。

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README

smart-cascade

把一队编码任务交给一条级联的 AI agent：当前 session 作为 Root 读取静态队列，为每个 slice 派出一个隔离的 Leader，Leader 读完真实代码后再动态拆成若干隔离的 Executor 并行产出 patch。

隔离是结构性的，不是靠提示词约定的：每个角色都是 OMP native 的独立 subagent，各自持有自己的 context 和工具面。Executor 写不到生产基线，只交出 patch；Leader 串行组装；Root 独立验证后才 commit。

flowchart TD
    QUEUE[".smart-cascade/queue.toml
静态 slice 定义"] --> ROOT

    subgraph ROOTLAYER["Root — 当前 session，唯一顶层协调者"]
        ROOT["读取 queue
按 depends_on
计算 ready frontier"]
    end

    ROOT -->|"native task, isolated=true"| LEADER

    subgraph LEADERLAYER["Leader — 隔离 candidate 的唯一 assembly writer"]
        LEADER["读真实代码
动态拆分 child patch"]
    end

    LEADER -->|"native task, isolated=true"| EX1 & EX2 & EX3

    subgraph EXLAYER["Executor — 并行产出 patch，写不到生产基线"]
        EX1["child-a
独立 patch"]
        EX2["child-b
独立 patch"]
        EX3["child-n
独立 patch"]
    end

    EX1 & EX2 & EX3 -->|"strict settlement
retained patch"| ASSEMBLE

    ASSEMBLE(["Leader 按确定顺序
串行应用 patch"]) --> CANDIDATE

    CANDIDATE(["候选 + 证据
交回 Root"]) --> VERIFY

    subgraph VERIFYLAYER["Root 技术验收"]
        VERIFY{"验证 settlement、retained patch
changed paths、checks、postcondition"}
    end

    VERIFY -->|"PASS"| COMMIT["Git commit / integration
推进依赖"]
    VERIFY -->|"REWORK"| LEADER
    VERIFY -->|"能力不足"| ADVISOR["请求 Advisor"]
    ADVISOR --> LEADER

    COMMIT --> NEXT{"还有 ready slice?"}
    NEXT -->|"是"| ROOT
    NEXT -->|"否"| DONE(["Root 报告结果
由用户决定是否收货"])

    classDef root fill:#2a1a1a,stroke:#f97316,color:#fed7aa
    classDef leader fill:#1a2a3a,stroke:#38bdf8,color:#7dd3fc
    classDef executor fill:#1a3a2a,stroke:#4ade80,color:#86efac
    classDef advisor fill:#2a1a3a,stroke:#a78bfa,color:#c4b5fd
    classDef terminal fill:#1e2130,stroke:#64748b,color:#94a3b8
    classDef merge fill:#2a2a1a,stroke:#fbbf24,color:#fde68a

    class ROOT,VERIFY,COMMIT root
    class LEADER leader
    class EX1,EX2,EX3 executor
    class ADVISOR advisor
    class QUEUE,D