raphael-liu/raphael-loop

raphael-liu★ 4Python最后同步: 2026-08-16

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Loop Engineering

README 摘要

RaphaelLoop Bounded, verifiable Loop Engineering for Codex, Claude Code, and DeepSeek Harness. 简体中文 · Architecture · Examples · Contributing · Security RaphaelLoop turns “keep working until it is done” into a governed engineering loop: a stable goal contract, a dependency-aware task graph, explicit ownership, independent verification, recoverable checkpoints, and deterministic stop conditions. It is an Agent Skill, not another model runtime. Codex, Claude Code, or DeepSeek Harness still performs the work with its native tools; RaphaelLoop supplies the operating protocol that keeps long-running work aligned and reviewable. Why RaphaelLoop AI coding is increasingly capable of executing for many turns, but more turns do not automatically produce better engineering. The difficult failures happen between turns: - The original objective is compressed into a vague todo and gradually drifts. - Multiple Agents edit overlapping files or repeat the same investigation. - A producer declares success using its own incomplete evidence. - A failing action is retried until time, tokens, or budget are exhausted. - Human approval gates disappear inside an “autonomous” workflow. - A restarted session …

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Agent/智能体agent-skillsdeepseek-harnessdsh-pluginloop-engineeringagent

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