gan-build

gan-build is a command for Claude Code from Fmarzochi/EGC. It costs 16 tokens per session (821 once invoked), scanned A, a copy of gan-build, Apache-2.0.

A build workflow that has one agent plan an implementation and another generate it, while an evaluator scores each attempt. It repeats this loop for a limited number of iterations until the result reaches a chosen score or the limit is reached.

In plain words
What is it for?
Use it for tasks where code must be built and evaluated repeatedly, with options for browser checks, screenshots, or code-only evaluation.
Why use it?
It gives implementation work a written specification and repeated feedback instead of relying on one unverified generation.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

Good fit Use it for tasks where code must be built and evaluated repeatedly…

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/fmarzochi/egc/gan-build
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Fmarzochi/EGC

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for gan-build

README.md
[![agentmods](https://agentmods.dev/badge/commands/fmarzochi/egc/gan-build.svg)](https://agentmods.dev/commands/fmarzochi/egc/gan-build)
Your own site
<a href="https://agentmods.dev/commands/fmarzochi/egc/gan-build"><img src="https://agentmods.dev/badge/commands/fmarzochi/egc/gan-build.svg" alt="Measured on agentmods" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 821 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 95% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00016 $0.00821
Opus 5 $0.00008 $0.00411
Sonnet 5 $0.00003 $0.00164
Haiku 4.5 $0.00002 $0.00082

Measured 3d ago against content hash 1827537f19cf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

gan-build scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

95% identical to gan-build — 14 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

commands/gan-build.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Parse the following from $ARGUMENTS:

  1. brief: the user's one-line description of what to build
  2. --max-iterations N: (optional, default 15) maximum generator-evaluator cycles
  3. --pass-threshold N: (optional, default 7.0) weighted score to pass
  4. --skip-planner: (optional) skip planner, assume spec.md already exists
  5. --eval-mode MODE: (optional, default "playwright") one of: playwright, screenshot, code-only

GAN-Style Harness Build

This command orchestrates a three-agent build loop.

Phase 0: Setup

  1. Create gan-harness/ directory in project root
  2. Create subdirectories: gan-harness/feedback/, gan-harness/screenshots/
  3. Initialize git if not already initialized
  4. Log start time and configuration

Phase 1: Planning (Planner Agent)

Unless --skip-planner is set:

  1. Launch the gan-planner agent via Task tool with the user's brief
  2. Wait for it to produce gan-harness/spec.md and gan-harness/eval-rubric.md
  3. Display the spec summary to the user
  4. Proceed to Phase 2

Phase 2: Generator-Evaluator Loop

iteration = 1
while iteration <= max_iterations:

    # GENERATE
    Launch gan-generator agent via Task tool:
    - Read spec.md
    - If iteration > 1: read feedback/feedback-{iteration-1}.md
    - Build/improve the application
    - Ensure dev server is running
    - Commit changes

    # Wait for generator to finish

    # EVALUATE
    Launch gan-evaluator agent via Task tool:
    - Read eval-rubric.md and spec.md
    - Test the live application (mode: playwright/screenshot/code-only)
    - Score against rubric
    - Write feedback to feedback/feedback-{iteration}.md

    # Wait for evaluator to finish

    # CHECK SCORE
    Read feedback/feedback-{iteration}.md
    Extract weighted total score

    if score >= pass_threshold:
        Log "PASSED at iteration {iteration} with score {score}"
        Break

    if iteration >= 3 and score has not improved in last 2 iterations:
        Log "PLATEAU detected: stopping early"
        Break

    iteration += 1

Read the full file on GitHub · 104 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 104 lines · 16 tokens per session scan A 1827537f19cf

Subscribe to this mod's changes

gan-build is a command published in the GitHub repository Fmarzochi/EGC (48 stars, last pushed today), licensed Apache-2.0. It adds 16 tokens to every session and 821 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 95% identical to gan-build, differing in 14 lines, and is treated as a copy.