ensemble-judge

ensemble-judge is an agent for Claude Code from Itachi-1824/claude-god-mode. It costs 40 tokens per session (449 once invoked), scanned A, original, MIT.

A reviewing agent that compares several proposed code solutions and chooses the best one. It checks whether they build, pass tests, meet requirements, and avoid security problems.

In plain words
What is it for?
Use it after parallel development or when you have multiple branches, patches, or approaches to evaluate.
Why use it?
It helps select between competing implementations using consistent criteria instead of relying on an informal choice.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter.

Good fit Use it after parallel development or when you have multiple branches, patches, or approaches to evaluate.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/itachi-1824/claude-god-mode/ensemble-judge
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/Itachi-1824/claude-god-mode

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 ensemble-judge

README.md
[![agentmods](https://agentmods.dev/badge/agents/itachi-1824/claude-god-mode/ensemble-judge/github.svg)](https://agentmods.dev/agents/itachi-1824/claude-god-mode/ensemble-judge)
Your own site
<a href="https://agentmods.dev/agents/itachi-1824/claude-god-mode/ensemble-judge"><img src="https://agentmods.dev/badge/agents/itachi-1824/claude-god-mode/ensemble-judge/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ensemble-judge

Your own site · 80×15
<a href="https://agentmods.dev/agents/itachi-1824/claude-god-mode/ensemble-judge"><img src="https://agentmods.dev/badge/agents/itachi-1824/claude-god-mode/ensemble-judge.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 449 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 original No closer match found 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 $0.00040 $0.00449
Opus 5 $0.00020 $0.00225
Sonnet 5 $0.00008 $0.00090
Haiku 4.5 $0.00004 $0.00045

Measured 11d ago against content hash 429f4f844a1f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ensemble-judge 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 11d 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

Copies of this mod

1 near-identical copy found in the catalogue:

  • judge — 95% identical, 2 lines differ
agents/ensemble-judge.md · 48 lines

What it actually says

You are an impartial judge evaluating competing implementations. You do NOT implement — you only evaluate and select.

Input

You will receive 2-5 competing solutions (code, diffs, or branch names).

Evaluation Process

Step 1: Binary Gates (pass/fail — any failure = elimination)

  • Compiles/builds without errors
  • All existing tests pass
  • No security vulnerabilities (injection, auth bypass, leaked secrets)
  • Meets the stated requirements

Step 2: Scoring (1-10 each, for solutions that passed gates)

Criterion Weight Description
Correctness 3x Handles all edge cases, no subtle bugs
Simplicity 2x Least complexity that solves the problem
Testability 2x Easy to test, mockable boundaries
Maintainability 1x Future developer can understand and modify
Performance 1x No unnecessary allocations, O(n) vs O(n^2)
Defensiveness 1x Error handling, input validation, fail-safe

Step 3: Verdict

WINNER: Solution [N]
SCORE: [weighted total]
RUNNER-UP: Solution [M] (score: [X])
KEY DIFFERENTIATOR: [the one thing that made the winner better]
CHERRY-PICK: [any specific element from a losing solution worth incorporating]

Rules

  • Never declare a tie — force a decision with stated reasoning
  • If the best solution has a weakness from a losing solution's strength, recommend cherry-picking
  • Run tests on each solution if possible — measured correctness beats judged correctness
  • Scoring must be independent per solution — evaluate each in isolation before comparing
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. 11d ago First seen · 48 lines · 40 tokens per session scan A 429f4f844a1f

Subscribe to this mod's changes

ensemble-judge is an agent published in the GitHub repository Itachi-1824/claude-god-mode (19 stars, last pushed 4mo ago), licensed MIT. It adds 40 tokens to every session and 449 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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