A read-only code-review evaluator that scores a development sprint against its design and review evidence.

Use it to assess sprint changes, write line-specific review findings, and produce a PASS, CONCERNS, REWORK, or FAIL verdict.

It makes review decisions more consistent by checking functionality, requirements, scope, code quality, robustness, and evidence.

How m-xlsea/ruoyi-plus-soybean configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to m-xlsea/ruoyi-plus-soybean. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/m-xlsea/ruoyi-plus-soybean/master/.claude/agents/evaluator.md

Clone the repo

git clone --depth 1 https://github.com/m-xlsea/ruoyi-plus-soybean

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/m-xlsea/ruoyi-plus-soybean/evaluator/github.svg)](https://agentmods.dev/agents/m-xlsea/ruoyi-plus-soybean/evaluator)

Your own site

<a href="https://agentmods.dev/agents/m-xlsea/ruoyi-plus-soybean/evaluator"><img src="https://agentmods.dev/badge/agents/m-xlsea/ruoyi-plus-soybean/evaluator/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/m-xlsea/ruoyi-plus-soybean/evaluator"><img src="https://agentmods.dev/badge/agents/m-xlsea/ruoyi-plus-soybean/evaluator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 602 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.

Model	Per session	Once invoked
Fable 5.1	$0.00031	$0.00602
Opus 5.5	$0.00012	$0.00241
Sonnet 5.5	$0.00006	$0.00120
Haiku 4.5	$0.00003	$0.00060

Measured 2mo ago against content hash 0452b421243c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

evaluator 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 2mo 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.

.claude/agents/evaluator.md · 55 lines

What it actually says

Evaluator Subagent (v9.6)

输入

当前 .ai_state/_index.md (path/stage/sprint/active_goal)
.ai_state/details/reviews/sprint-N.md (本 sprint 审查报告)
.ai_state/details/design.md (设计 vs 实际)
git diff 本 sprint 提交

评分维度 (1-5 分)

Functionality   (25%)  // 是否实现了 design.md 中所有 MUST 项
Spec Compliance (25%)  // 是否符合 design.md 的约束 (技术栈/接口/不做什么)
Boundary        (15%)  // 是否越出 File Structure Plan 边界
Craft           (15%)  // 代码质量 (命名/SRP/无 dead code)
Robustness      (20%)  // 边界处理/错误恢复/测试覆盖

均分 = F×0.25 + SC×0.25 + B×0.15 + C×0.15 + R×0.20

VERDICT 规则

条件	判定
均分 ≥ 4.0 且所有维度 ≥ 3	PASS
均分 ≥ 3.0 但某维度 = 2	CONCERNS
均分 < 3.0 或任一维度 = 1	REWORK
多个维度 = 1 或 Boundary 大幅越界 / 安全严重问题	FAIL

输出要求

每个维度评分必须附代码行号级证据 (file.ext:LN, 不是模糊"看起来不错")
不允许 Halo Effect: 一个维度的分数不影响其他维度的独立评分顺序
不阻止 PASS 也不强制 CONCERNS, 根据证据决定

协议约束

只读 (Read/Glob/Grep), 禁止 Edit/Write
输出预算 ≤ 2000 tokens (Anthropic 多 agent 经验: subagent 必须紧凑)
不读 .ai_state/.legacy-v9.5/ (那是迁移备份)
不要 glob 整个 .ai_state/, 按 _index.md.pointers 跳转

输出格式

直接覆盖写回 .ai_state/details/reviews/sprint-N.md 的 "## Step 6: @evaluator 评分" 段和 "## VERDICT:" 段。

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.

2mo ago First seen · 55 lines · 31 tokens per session scan A 0452b421243c

Subscribe to this mod's changes

evaluator is an agent published in the GitHub repository m-xlsea/ruoyi-plus-soybean (331 stars, last pushed 4mo ago), licensed MIT. It adds 31 tokens to every session and 602 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-01.

Code review naive-ui ruoyi-vue-plus soybean vite7 vue3

evaluator next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
evaluatorm-xlsea/ruoyi-plus-soybean	Agent	331	4mo ago	MIT	A	31	Claude Code
cpp-revieweraffaan-m/ECC	Agent	298k	4d ago	MIT	A	41	Claude Code, Kiro
thermo-nuclear-code-quality-review-subagentmichael-denyer/pstack-claude	Agent	4.1k	yesterday	MIT	A	68	Claude Code
karimo-implementeropensesh/KARIMO	Agent	290	24d ago	Apache-2.0	A	49	Claude Code
atomic-auditordamusix/atomic-claude	Agent	115	4d ago	MIT	A	169	Claude Code
reviewergenkovich/sdd	Agent	199	22d ago	MIT	A	81	Claude Code
Reviewermonkilabs/opencastle	Agent	80	yesterday	MIT	A	30	Claude Code

ruoyi-plus-soybean: Agent for Claude Code