
一种由人类控制的AI编码工作流程,将短暂的会话上下文提炼为持久的项目记忆——使工作可追溯、可审查和恢复。
概览
Hyper-Waterfall 将短暂的会话上下文提炼为持久的项目记忆——使工作可追溯、可审查和可重复。 Hyper-Waterfall 不会将任务上下文困在临时聊天中,而是定期捕捉重要内容——意图、范围、计划、决策、实施进度和验证证据——作为结构化的项目工件,如问题、计划、阶段报告、提交和 PR。 这些工件不是被动日志。它们共同成为共享的项目内存,帮助新会话、代理或贡献者恢复关键上下文,并从有记录的基线继续,而无需重放聊天历史。 每一项任务都变成了文档,每一份文档都成为接下来内容的背景。 Hyper-Waterfall 建议有意保持会话规模较小。会话可以干净利落地结束,因为它的核心语境已经被提炼进项目中。 超瀑布并没有让AI神奇地做任何事。
概述(AI 翻译)
英文 |한국어 |简体中文
从短暂的会话到持久的项目记忆
Hyper-Waterfall 是一种人类管理的 AI 编码工作流程,将短暂的会话上下文提炼为持久的项目记忆——使工作可追溯、可审查和可恢复。
Hyper-Waterfall 不会将任务上下文困在临时聊天中,而是定期捕捉重要内容——意图、范围、计划、决策、实施进度和验证证据——作为结构化的项目工件,如问题、计划、阶段报告、提交和 PR。
这些工件不是被动日志。它们共同成为共享的项目内存,帮助新会话、代理或贡献者恢复关键上下文,并从有记录的基线继续,而无需重放聊天历史。
会议结束。项目被记住。
每一项任务都变成了文档,每一份文档都成为接下来任务的背景。
| 超瀑布核心 | 含义 |
|---|---|
| 上下文提炼 | 关键任务上下文从临时会话中提取并作为结构化项目工件记录。 |
本页由 AI 翻译,技术细节请以原文为准。
README
以下为原文 README 节选,完整内容请查看原文。
Hyper-Waterfall
From Ephemeral Sessions to Persistent Project Memory
Hyper-Waterfall is a human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.
Instead of leaving task context trapped in a temporary chat, Hyper-Waterfall periodically captures what matters—intent, scope, plans, decisions, implementation progress, and verification evidence—as structured project artifacts such as Issues, plans, Stage reports, commits, and PRs.
These artifacts are not passive logs. Together, they become shared project memory that helps a new session, agent, or contributor recover the essential context and continue from a documented baseline without replaying chat history.
The session ends. The project remembers.
Every task becomes documentation, and every document becomes context for what comes next.
| Hyper-Waterfall Core | Meaning |
|---|---|
| Context distillation | Essential task context is extracted from temporary sessions and recorded as structured project artifacts. |
| Persistent project memory | Intent, decisions, progress, and verification evidence remain available after the session ends. |
| Human governance | Humans retain ownership of direction, scope, architecture, and quality; AI handles execution within explicit boundaries. |
| Staged execution | Large work is split into reviewable Stages, each with verification and a recorded completion report. |
| Resumable work | New sessions, agents, and contributors can recover essential context from project artifacts and continue the work. |
Hyper-Waterfall recommends 1 Issue = 1 Task = 1 Branch = 1 Session to keep sessions intentionally small. A session can end cleanly because its essential context has already been distilled into the project.
[!IMPORTANT] Delegate execution to AI, but do not delegate decision ownership.
Hyper-Waterfall does not make AI magically capable of anything. It gives AI clear rails so it can move quickly without causing humans to lose direction or project context.
Quick Start
Existing repository
Send this one line to your AI coding tool.
Apply the Hyper-Waterfall methodology from https://github.com/postmelee/hyper-waterfall to this repository.
New project
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安装
npx skillfish add postmelee/hyper-waterfall