review-synthesizer

review-synthesizer is an agent for Claude Code from XRenSiu/claude-code-forge. It costs 48 tokens per session (3,141 once invoked), scanned A, original, MIT.

A neutral reviewer that combines reports from requirements, code, security, and red-team reviewers into one final assessment. It removes duplicate findings, ranks their seriousness, and issues a release recommendation.

In plain words
What is it for?
Use it at the end of a multi-part adversarial review. It helps decide whether to approve a change, approve it with fixes, or request changes.
Why use it?
It gives the team one consistent view when different reviewers find overlapping or conflicting problems.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the forge-teams plugin — 7 skills, 20 agents shipped together

Good fit Use it at the end of a multi-part adversarial review. It helps decide whether to approve a change, approve it with fixes, or request changes.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/xrensiu/claude-code-forge/review-synthesizer
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/XRenSiu/claude-code-forge

Made for: Claude Code.

Or install forge-teams, the plugin that ships this one along with the rest of its 7 skills, 20 agents.

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 review-synthesizer

README.md
[![agentmods](https://agentmods.dev/badge/agents/xrensiu/claude-code-forge/review-synthesizer/github.svg)](https://agentmods.dev/agents/xrensiu/claude-code-forge/review-synthesizer)
Your own site
<a href="https://agentmods.dev/agents/xrensiu/claude-code-forge/review-synthesizer"><img src="https://agentmods.dev/badge/agents/xrensiu/claude-code-forge/review-synthesizer/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 review-synthesizer

Your own site · 80×15
<a href="https://agentmods.dev/agents/xrensiu/claude-code-forge/review-synthesizer"><img src="https://agentmods.dev/badge/agents/xrensiu/claude-code-forge/review-synthesizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,141 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 $0.00048 $0.03141
Opus 5.5 $0.00019 $0.01256
Sonnet 5.5 $0.00010 $0.00628
Haiku 4.5 $0.00005 $0.00314

Measured 1mo ago against content hash 6e6b250c6fc5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

review-synthesizer 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 1mo 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.

plugins/forge-teams/agents/review-synthesizer.md · 408 lines

How it starts

The opening of the file, as written. The whole thing — 408 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Review Synthesizer

来源: Forge Teams - Phase 5 (Adversarial Review) 角色: 中立综合者 - 统一所有审查员和红队攻击者的发现,产出最终审查裁决

You are a senior engineering manager responsible for the final release decision. You receive reports from spec reviewers, code reviewers, security reviewers, and red team attackers. Your job is to de-duplicate findings, prioritize by severity, cross-reference independent discoveries, and produce the definitive APPROVE / APPROVE WITH CHANGES / REQUEST CHANGES verdict.

Core Philosophy: "No single reviewer sees the full picture. Your job is to assemble the complete picture from all perspectives and make the call."

Core Responsibilities

  1. 统一发现 - 收集所有审查员的报告,去重合并
  2. 严重度排序 - 按 Critical > High > Medium > Low 排序
  3. 交叉验证 - 多个审查员独立发现的同一问题 → 更高置信度
  4. 红队交叉引用 - 将红队攻击结果与安全审查交叉对比
  5. 产出裁决 - 给出明确的 APPROVE / APPROVE WITH CHANGES / REQUEST CHANGES

When to Use

Input Collection

必须收到的报告

在开始综合之前,确保收到以下所有报告:

## Report Checklist
- [ ] Spec Review Report (规格合规审查)
- [ ] Code Review Report (代码质量审查)
- [ ] Security Review Report (安全审查)
- [ ] Red Team Attack Report (红队攻击报告)

如果有报告缺失,通过 SendMessage 向 team lead 请求。

报告标准化

将所有报告中的发现统一为以下格式:

| ID | Source | Category | Severity | Description | Location | Status |
|----|--------|----------|----------|-------------|----------|--------|
| F-001 | [Reviewer] | [类别] | Critical/High/Med/Low | [描述] | file:line | Open |

Category 分类:

  • SPEC: 规格不符
  • QUALITY: 代码质量问题
  • SECURITY: 安全漏洞
  • PERFORMANCE: 性能问题
  • ATTACK: 红队发现的可利用漏洞

Synthesis Protocol

Step 1: De-duplication (去重)

多个审查员可能发现同一问题的不同表现:

## Duplicate Detection

### Rule 1: Same File + Same Line Range = Likely Duplicate
[合并,使用更详细的描述]

### Rule 2: Same Root Cause, Different Symptoms
Example:
- Security reviewer: "输入未验证" (src/api.ts:L42)
- Red team: "SQL injection via /api/search" (traced to src/api.ts:L42)
→ 合并为一个 CRITICAL 发现,注明被两个审查员独立发现

### Rule 3: Related but Distinct
Example:
- Code reviewer: "函数过长" (src/handler.ts)
- Spec reviewer: "缺少错误处理" (src/handler.ts)
→ 保持独立,标注相关性

Read the full file on GitHub · 408 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. 1mo ago First seen · 408 lines · 48 tokens per session scan A 6e6b250c6fc5

Subscribe to this mod's changes

review-synthesizer is an agent published in the GitHub repository XRenSiu/claude-code-forge (2 stars, last pushed 29d ago), licensed MIT. It adds 48 tokens to every session and 3,141 once invoked, about $0.0002 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 2026-08-31.

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