# google/elephant-goldfish-model

> A plugin for coding agents (Antigravity, Claude Code, Codex) that helps design software: an elephant agent with project context drafts a specification, while fresh zero-context goldfish subagents review it for hidden assumptions and risks.

- Magnitude: 4.8 out of 10 — Peaking
- Stars: 7,177 total · +173 stars measured 2026-10-31, 14:19–16:25 UTC, ≈ 275 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2026-09-13 · Last push: 2026-10-30
- GitHub: https://github.com/google/elephant-goldfish-model · Homepage: https://egm.dev · Page: https://gitnova.dev/en/r/google/elephant-goldfish-model

## Useful for

- Brainstorm a feature and save the agreed direction to concepts_brief.md
- Draft a design document from a brief with the /egm-draft command
- Review a draft with fresh subagents and resolve the findings

## Why it’s here

- Star-counter measurements on 2026-10-31 (UTC), 14:19–16:25: 7004 → 7177 stars (+173). This is the change over that interval.
- Estimated end-of-day forecast: about +275 stars, using observed gains and the previous day.
- Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed.
- The repository is 48 days old and already has 7,177 stars.
- Top new repositories in the last 4 months: #98.
- About 95 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 436
- Issues and pull requests: 244
- Watchers: 42
- Average over the last week: 923 per day
- Usual pace: 34 per day
- Stars in the last hour (measured): 81
- Latest release: v0.1.0 (2026-10-27)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-02 … 2026-10-31: 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6, 83, 99, 174, 130, 661, 753, 1742, 1407, 1111, 512, 173

## Spotted in now

- Top new repositories in the last 4 months: #98

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   ,
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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-31 16:35 UTC, updated every 30 minutes.