Re0 Loop

LilMGenius/paperthin/skills/coil/re0-loop

作者 LilMGenius7d5dc6235990230e45a24a25c527d81701da5458无许可证1.1K 个星标收录于 2026年10月9日更新于 2026年10月9日仓库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.

仅含说明AI & Agents
AI 生成的概览

为长期智能体项目指导反复的构建-QA-备忘-工作循环,以通过质量门槛的模板和消除的反模式衡量进展。

功能
定义了一个重复循环:框定目标、构建一个完整垂直切片、在真实界面上驱动它、通过 re0-memo 提取经验、进行对抗性审查,以及 re0-work。进展以通过质量门槛的模板、可复用模块和消除的反模式计数,而不是工时或功能数量。每轮结束时验证已捕获真实界面证据,并明确做出保留、迭代或 re0-work 的决定。
适用场景
适用于长期智能体项目,希望反复的构建与审查循环能积累学习成果,而不是堆积代码。适合需要明确质量门槛、保留负面样例,并允许在保留经验的前提下重启的团队。
运行要求
仅为说明文档,不附带脚本。它引用名为 re0-memo、re0-work 和 nba 的配套技能,并需要访问真实界面,例如浏览器、HTTP 端点、计算机操作环境或用于驱动产物的命令行。

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.

来源与署名

来源:LilMGenius/paperthin位于skills/coil/re0-loop提交7d5dc62

许可证: 无许可证

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