Re0 Loop

LilMGenius/paperthin/skills/coil/re0-loop

作者 LilMGenius7d5dc6235990230e45a24a25c527d81701da5458無授權條款1.1K 個星標收錄於 2026年10月9日更新於 2026年10月9日儲存庫8 天前更新

Run repeated build -> QA -> re0-memo -> re0-work cycles while preserving learning and letting code die. Use for long agentic projects where progress must be measured by quality-cleared templates, reusable modules, and eliminated anti-patterns rather than hours spent or features accumulated.

僅含說明AI & Agents
AI 產生的概覽

為長期代理式專案指導反覆的建置-QA-備忘-工作循環,以通過品質門檻的範本和消除的反模式衡量進展。

功能
定義了一個重複循環:框定目標、建置一個完整垂直切片、在真實介面上驅動它、透過 re0-memo 擷取經驗、進行對抗性審查,以及 re0-work。進展以通過品質門檻的範本、可重用模組和消除的反模式計數,而不是工時或功能數量。每輪結束時驗證已擷取真實介面證據,並明確做出保留、迭代或 re0-work 的決定。
適用情境
適用於長期代理式專案,希望反覆的建置與審查循環能累積學習成果,而不是堆積程式碼。適合需要明確品質門檻、保留負面樣例,並允許在保留經驗的前提下重啟的團隊。
執行需求
僅為說明文件,不附帶指令碼。它引用名為 re0-memo、re0-work 和 nba 的配套技能,並需要存取真實介面,例如瀏覽器、HTTP 端點、電腦操作環境或用於驅動產物的命令列。

Run the cycle so learning compounds and code accumulation does not masquerade as progress.

Goal

re0-loop keeps a project moving through repeated turns:

text
FRAME -> BUILD -> DRIVE -> RE0-MEMO -> HATE -> RE0-WORK -> BUILD AGAIN

The unit of progress is not hours, files, panels, or features. It is the count of quality-cleared templates, reusable platform modules, and anti-patterns eliminated in later cycles.

Workflow

  1. Frame the thesis and quality gates.
  2. Build one complete vertical slice.
  3. Drive it through the real surface: browser for web apps, HTTP for API contracts, computer-use for desktop apps, and CLI only for data-shaped artifacts.
  4. Run re0-memo to extract lessons, anti-patterns, and next-cycle gates.
  5. Decide whether the next pass iterates in place or uses re0-work; when that call or the next move is unclear, nba reads the cycle state and returns the single next action.
  6. Kill the next plan before build: use the project's adversarial review skill or a human-invoked attack when that skill is user-only.
  7. Version only templates or modules that clear their gates.

Rules

  • Tests are supporting evidence, not the gate; every turn needs a real-surface proof sized to the artifact.
  • Do not widen before the core loop clears.
  • Do not confuse generated variety with structural variety. If many outputs converge to the same shape, the cycle failed the variety gate.
  • Preserve negative corpus so later cycles can prove the same anti-pattern is gone.
  • Let code die. A restart that preserves the right lessons is progress.
  • Stop a lap when no outside truth enters; add evidence before another internal pass.

Verification

Before finishing a lap:

  1. The real surface was driven and evidence was captured.
  2. The re0-memo names at least one lesson, anti-pattern, or gate that affects the next pass.
  3. The keep/iterate/re0-work decision is explicit.
  4. Any version label belongs only to a quality-cleared template or module.

來源與署名

來源:LilMGenius/paperthin位於skills/coil/re0-loop提交7d5dc62

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