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.

Target: Office & team collaboration. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • 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

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
google/elephant-goldfish-model
Source file
skills/egm-review-loop/SKILL.md
Fixed revision
8c29f560e300471d458b71d1131834e097b18d4f
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Author: google/elephant-goldfish-model · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-11T10:00:23.571Z.

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