s0912758806p/agentic-sop-to-work

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# agentic-sop-to-work

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> **Loop Engineering** — make an agent's loop produce **verifiable progress**, stay **honest**, and stay **bounded**, by deterministic mechanism rather than vibes. `agentic-sop-kit` is the reference toolkit: it turns a human SOP into a **controlled loop**, not a one-shot script — no fabrication, no "mega-agent" rot.
> **Loop Engineering** — 用確定性機制(不是 vibes)讓 agent 的迴圈**每次迭代產生可驗證進度、不自我欺騙、不失控**。`agentic-sop-kit` 是它的參考工具包:把人工 SOP 變成一條**受控迴圈**——不臆造、不退化成 mega agent。
>
> **⭘→◉ Graph Engineering — when one loop isn't enough.** Loop Engineering makes **one** loop trustworthy; Graph Engineering composes trustworthy loops into a **bounded graph**: named nodes, **typed handoff edges**, field-level state ownership, and **bounded back-edges**. The loop invariants descend to nodes and edges — same determinism, one rung up.
> **⭘→◉ Graph Engineering — 一個迴圈不夠用時。** Loop Engineering 讓**一個**迴圈可信；Graph Engineering 把可信的迴圈接成一張**有界的圖**:具名節點、**有型別的交接邊**、欄位級的狀態所有權、**有界退回邊**。三個不變量下降到節點與邊的粒度——確定性不變,只是上了一階。

```
/plugin marketplace add s0912758806p/agentic-sop-to-work
/plugin install agentic-sop-kit@agentic-sop-to-work
/reload-plugins
```

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