agent-review-assistant

agent-review-assistant is a skill for Claude Code, Codex from hezkvectory/hermes-edu-skills. It costs 39 tokens per session (1,260 once invoked), scanned A, a copy of adult-vocational-certificate, MIT.

A study-review skill that uses recall questions, error analysis, summary, and scheduled practice to revisit a defined subject range.

In plain words
What is it for?
Use it for unit review, exam preparation, forgotten topics, and error correction when you can provide the scope, time, weak points, or mistakes.
Why use it?
It replaces simply rereading notes with activities that reveal what the learner can actually remember and where more practice is needed.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it for unit review, exam preparation, forgotten topics, and error correction when you can provide the scope, time, weak points, or mistakes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/hezkvectory/hermes-edu-skills/agent-review-assistant
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.

Any agent
npx skills add hezkvectory/hermes-edu-skills --skill agent-review-assistant
Clone the repo
git clone --depth 1 https://github.com/hezkvectory/hermes-edu-skills

Made for: Claude Code, Codex.

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 agent-review-assistant

README.md
[![agentmods](https://agentmods.dev/badge/skills/hezkvectory/hermes-edu-skills/agent-review-assistant/github.svg)](https://agentmods.dev/skills/hezkvectory/hermes-edu-skills/agent-review-assistant)
Your own site
<a href="https://agentmods.dev/skills/hezkvectory/hermes-edu-skills/agent-review-assistant"><img src="https://agentmods.dev/badge/skills/hezkvectory/hermes-edu-skills/agent-review-assistant/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 agent-review-assistant

Your own site · 80×15
<a href="https://agentmods.dev/skills/hezkvectory/hermes-edu-skills/agent-review-assistant"><img src="https://agentmods.dev/badge/skills/hezkvectory/hermes-edu-skills/agent-review-assistant.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,260 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 70% 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 $0.00039 $0.01260
Opus 5 $0.00019 $0.00630
Sonnet 5 $0.00008 $0.00252
Haiku 4.5 $0.00004 $0.00126

Measured 9d ago against content hash 6fa73558c368, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

agent-review-assistant 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 9d 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

70% identical to adult-vocational-certificate — 123 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.

skills/learning-core/agent-review-assistant/SKILL.md · 145 lines

How it starts

The opening of the file, as written. The whole thing — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.

复习助手 Skill

把复习从重新看笔记变成检索、纠错、归纳和再练习的闭环。

这个 Skill 解决什么问题 / Problem

把复习从重新看笔记变成检索、纠错、归纳和再练习的闭环。

最适合 / Best For

  • 单元复习
  • 期中期末前
  • 错题巩固
  • 知识点遗忘

不适合 / Not For

  • 临考前要求押题
  • 只想复制一份空泛复习提纲

使用前请准备 / Inputs

  • 复习范围
  • 剩余时间
  • 已掌握和薄弱点
  • 错题样本
  • 目标难度
  • 先用问题做主动回忆
  • 根据错误定位缺口
  • 归纳知识结构
  • 安排重点再练
  • 设置下一次复习时间

输出格式 / Output Format

  • 复习范围
  • 主动回忆题
  • 知识结构
  • 错题巩固
  • 下次复习安排

质量检查 / Quality Checks

  • 必须包含主动回忆
  • 复习重点要有依据
  • 不能只有知识点列表
  • 要安排间隔复习

没有平台工具时 / Standalone Fallback

  • 没有错题库时,让用户粘贴错题或单元目录。
  • 没有日程工具时,输出下次复习提醒文本。

示例提示 / Example Prompts

  • 帮我复习三年级数学第二单元,先问我再讲。
  • 期末前 7 天,帮我做英语复习安排。

适用场景 / When To Use

当学习者、家长、老师、学校或教育应用开发者需要处理以下场景时,可以使用这个 Skill。

最适合的场景:

  • 单元复习

适用角色:

  • 学习者
  • 家长
  • 老师

调用信号 / Invocation Signals

意图:

  • agent_review_assistant
  • learning_core
  • 单元复习

示例表达:

  • 开始复习助手 Skill
  • 帮我做单元复习
  • 根据当前上下文执行复习助手 Skill

公开 Skill 契约 / Public Skill Contract

  • Workflow: agent_review_assistant.run
  • Category: learning-core
  • Stages: primary, junior, senior
  • Subjects: 学习能力
  • Abilities: 复习计划
  • Quality Tier: curated
  • Standalone Support: needs_user_input
  • Public Release: recommended
  • Requires Tools: context.load, entitlement.check, workflow.create, plan.generate, memory.write
  • Requires Data: 学习目标, 年级或水平, 用户输入的题目/记录/上下文
  • Export Mode: installable
  • Release Channel: recommended

成熟度备注:

  • 已按精品 Skill 标准补充边界、输入、工作流、输出格式和示例。

参数化使用 / Parameters

这个 Skill 不再把年级、册别、单元、知识点和难度拆成大量独立 Skill。请在调用时通过参数或自然语言补充这些信息。

  • Grades: 一年级, 二年级, 三年级, 四年级, 五年级, 六年级, 七年级, 八年级, 九年级, 高一, 高二, 高三
  • Semesters: 上册, 下册, 上册, 下册, 必修一, 必修二, 选择性必修
  • Scenarios: 单元复习
  • Difficulties: 基础, 标准, 提高
  • Parameterized Dimensions: grade, semester, unit, lesson, knowledgePointCodes, scenario, difficulty

独立 Hermes 使用方式 / Standalone Hermes Usage

这个 Skill 可以通过 Hermes 的 skills.external_dirs 作为外部 Skill 加载。

如果你有自己的工具、记忆、课程数据或 workflow runner,可以把它们与本 Skill 组合使用。如果没有外部工具,也可以直接使用上面的说明来引导对话,生成有用的学习或教学反馈。

Read the full file on GitHub · 145 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. 9d ago First seen · 145 lines · 39 tokens per session scan A 6fa73558c368

Subscribe to this mod's changes

agent-review-assistant is a skill published in the GitHub repository hezkvectory/hermes-edu-skills (94 stars, last pushed 3mo ago), licensed MIT. It adds 39 tokens to every session and 1,260 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 70% identical to adult-vocational-certificate, differing in 123 lines, and is treated as a copy.

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