agent-weekly-review

agent-weekly-review is a skill for Claude Code, Codex from hezkvectory/hermes-edu-skills. It costs 45 tokens per session (1,276 once invoked), scanned A, a copy of adult-vocational-certificate, MIT.

A weekly learning-review skill that turns study records, mistakes, completed tasks, and learner feedback into evidence of progress, one main problem, and three next actions.

In plain words
What is it for?
Use it to prepare a student or family learning report, review the past week, and set a small number of practical goals for the next one.
Why use it?
It replaces an unstructured weekly account with a short, evidence-based view of what changed and what to do next.

Skill for Claude CodeCodex

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

Good fit Use it to prepare a student or family learning report, review the past week, and set a small number of practical goals for the next one.

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

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/hezkvectory/hermes-edu-skills/agent-weekly-review"><img src="https://agentmods.dev/badge/skills/hezkvectory/hermes-edu-skills/agent-weekly-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,276 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 77% 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 $0.00045 $0.01276
Opus 5 $0.00023 $0.00638
Sonnet 5 $0.00009 $0.00255
Haiku 4.5 $0.00005 $0.00128

Measured 9d ago against content hash 2b65c84cdbef, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

agent-weekly-review 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

77% 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-weekly-review/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.

每周复盘 Skill

把一周学习从流水账整理成进步、问题、下周行动三件事,让学生和家长都知道下一步做什么。

这个 Skill 解决什么问题 / Problem

把一周学习从流水账整理成进步、问题、下周行动三件事,让学生和家长都知道下一步做什么。

最适合 / Best For

  • 周末复盘
  • 家长查看学习状态
  • 老师做阶段反馈
  • 长期学习习惯建立

不适合 / Not For

  • 没有记录却编造成果
  • 用排名或负面评价刺激学生

使用前请准备 / Inputs

  • 本周学习记录
  • 练习正确率或错题
  • 完成/未完成任务
  • 学生自我感受
  • 下周目标
  • 分离事实和感受
  • 找出本周有效动作
  • 定位一个最重要问题
  • 制定下周 3 个可执行动作
  • 写一段给学生的正向反馈

输出格式 / Output Format

  • 本周摘要
  • 进步证据
  • 主要问题
  • 下周三件事
  • 学生鼓励语

质量检查 / Quality Checks

  • 不编造数据
  • 反馈要具体
  • 下周目标不能过多
  • 必须包含学生能执行的动作

没有平台工具时 / Standalone Fallback

  • 没有平台记录时,让用户粘贴本周任务和错题。
  • 没有报表工具时,输出可保存周报。

示例提示 / Example Prompts

  • 根据这一周的学习记录,帮我做周复盘和下周计划。
  • 孩子这周错题多但有进步,帮我写一份不焦虑的反馈。

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:

  • 学习报告

适用角色:

  • 学习者
  • 家长
  • 老师

调用信号 / Invocation Signals

意图:

  • agent_weekly_review
  • learning_core
  • 学习报告

示例表达:

  • 开始每周复盘 Skill
  • 帮我做学习报告
  • 根据当前上下文执行每周复盘 Skill

公开 Skill 契约 / Public Skill Contract

  • Workflow: agent_weekly_review.run
  • Category: learning-core
  • Stages: primary, junior, senior
  • Subjects: 学习能力
  • Abilities: 阶段复盘
  • Quality Tier: curated
  • Standalone Support: needs_user_input
  • Public Release: recommended
  • Requires Tools: context.load, entitlement.check, workflow.create, report.aggregate_metrics, 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: 学习报告
  • 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。

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 · 45 tokens per session scan A 2b65c84cdbef

Subscribe to this mod's changes

agent-weekly-review is a skill published in the GitHub repository hezkvectory/hermes-edu-skills (94 stars, last pushed 3mo ago), licensed MIT. It adds 45 tokens to every session and 1,276 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 77% identical to adult-vocational-certificate, differing in 123 lines, and is treated as a copy.

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