Skills for Real Engineers. Straight from my .agents directory.
egm-review-loop
Agent skill fromgoogle/elephant-goldfish-model
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.
How to install egm-review-loop
npx skills add google/elephant-goldfish-model# or add only this skill to Claude Code: copy the folder
skills/egm-review-loop/
# into
~/.claude/skills/egm-review-loop/ (all projects)
.claude/skills/egm-review-loop/ (one project)
1# Goldfish Review: Loop (Orchestration Driver)23When running in Codex or ChatGPT Work, first read [Codex integration](../../docs/codex.md).4In Claude Code or Cowork, read `${CLAUDE_PLUGIN_ROOT}/docs/claude.md` first.56## Overview78This skill acts as the central orchestration engine driving the multi-agent9review loop. It coordinates two distinct agent memory models:1011* **The Goldfish (Adversarial Auditors)**: Subagents spawned in isolated,12 fresh context windows to catch unstated assumptions without historical bias.13* **The Elephant (Persistent Resolver)**: The primary agent context holding14 institutional knowledge to evaluate findings and apply approved repairs.1516The driver manages argument intake, resolves paths for reviewers and standards,17unconditionally re-parses target line ranges before every iteration, spawns18concurrent specialized Goldfish auditors based on configuration, and coordinates19with the Elephant context to resolve findings.2021## Delegation2223A Goldfish runs in a fresh context with no conversation history. Spawn each24subagent with your harness's subagent tool (Antigravity: `invoke_subagent`; Claude Code: `Agent`; Codex: `spawn_agent`). Each subagent is defined in `agents/<file>.md`, and its25frontmatter `name` (for example `egm-zoom-out`) is the subagent type to request26where your harness registers named subagents. Otherwise spawn a general-purpose27subagent and tell it to read that persona file first. Pass the prompt verbatim28…
Excerpt shown under the repository's Apache-2.0 license.
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