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egm-review-loop

An AI agent skill from google/elephant-goldfish-model, scored 63 out of 100 by code.

63/ 100C

Code score by group

  • Spec20/20
  • Description10/20
  • Procedure15/15
  • Done criteria0/15
  • Resources6/10
  • Scripts2/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Done criteria (15), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

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.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
google/elephant-goldfish-model
Folder
skills/egm-review-loop
License
Apache-2.0
GitHub stars
17,816
SKILL.md lines
200
Other files
4

Add egm-review-loop to your agent

npx skills add google/elephant-goldfish-model --skill egm-review-loop

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

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  5. egm-review

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  6. egm-brainstorm

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All skills in google/elephant-goldfish-model

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.