SKILL

egm-review-loop

Executes the Antagonistic-Review process from the Elephant-Goldfish Model (EGM) via an automated multi-agent review loop to audit documents against qualitative standards and structural templates, and automatically apply approved fixes. Use when reviewing design docs, READMEs, feature specifications, implementation plans, or verifying document completeness and tone.

原文 · 译文尚未补齐

适用对象:办公与团队协作。自动收录 · 待核查。

原作者说明节选

从固定版本的 SKILL.md 提取,保留原文语言。以下内容属于作者说明,本站尚未验证安装、兼容或运行结果。

查看英文原文

原文涵盖的主题

  • Goldfish Review: Loop (Orchestration Driver)
  • Overview
  • Delegation
  • Inputs
  • Path & Standard Resolution Logic
  • Execution Workflow
  • Step 1: Intake & Configuration UX
  • Step 2: The Sharpening Loop (Iterative Cycle)

When running in Codex or ChatGPT Work, first read Codex integration. In Claude Code or Cowork, read ${CLAUDEPLUGINROOT}/docs/claude.md first. This skill acts as the central orchestration engine driving the multi-agent review loop. It coordinates two distinct agent memory models: The Goldfish (Adversarial Auditors): Subagents spawned in isolated, fresh context windows to catch unstated assumptions without historical bias. The Elephant (Persistent Resolver): The primary agent context holding institutional knowledge to evaluate findings and apply approved repairs. The driver manages argument intake, resolves paths for reviewers and standards, unconditionally re-parses target line ranges before every iteration, spawns concurrent specialized Goldfish auditors based on configuration, and coordinates with the Elephant context to resolve findings. A Goldfish runs in a fresh context with no conversation history. Spawn each subagent with your harness's subagent tool (Antigravity: invokesubagent; Claude Code: Agent; Codex: spawnagent). Each subagent is defined in agents/ .md, and its frontmatter name (for example egm-zoom-out) is the subagent type to request where your harness registers named

这里只展示节选,请以完整原文和当前要求为准。

来源仓库
google/elephant-goldfish-model
源文件
distributions/claude/skills/egm-review-loop/SKILL.md
固定版本
8c29f560e300471d458b71d1131834e097b18d4f
阅读完整原作者说明 ↗

准备条件

  • 本条仅收录原作者的技能元数据;请阅读完整说明,确认依赖、许可与使用条件。

第一件可以尝试的小事

先阅读原作者说明,再决定是否在自己的 AI 工具中使用。

对应 AI 工具说明

作者有说明不等于本站实机验证。没有证据时,不自动标为兼容、安全或免费。

来源与内容状态

本条为自动发现的元数据,尚未完成人工文档核查;适用性与运行结果待核查。

原作者:google/elephant-goldfish-model · 原作者仓库元数据。文档核查:未核查。最近来源检查:2026-11-11T10:00:23.529Z。

分类由名称、说明与路径规则生成,分类不代表已核实适配。

许可与权利归属

Apache-2.0。第三方内容及版权归原作者,使用条件以原文为准。

许可原文 ↗

本站没有因同步、复制或用户自报成功而将资源标为运行验证通过。

限制与注意事项

  • 元数据收录不代表本站已经安装、适配、实测或进行安全审查。