junyi-ai-weekly-review SKILL.md skillA

junyi-ai-weekly-review from junyifei/junyi-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add junyifei/junyi-skills/junyi-ai-weekly-review@git:20260726.1820252

Pins git:20260726.1820252 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
junyifei/junyi-skills
Path
junyi-ai-weekly-review/SKILL.md
Versions recorded
2
Latest version
git:20260726.1820252, committed Jul 26, 2026
First version recorded
Jul 25, 2026
Size
10,732 bytes
Repository stars
3
License
a license file GitHub does not identify

AI 周度复盘。把你这一周和各个 AI agent 的日常协作记录,本地收集、清洗、脱敏并按天蒸馏,沉淀成《本周记录》(给自己看的事实底账加复盘)和《本周内容素材》(能直接写成内容的片段)两份本地 Markdown,每条都标原始出处。一周跑一次、抓过去 7 天。采集脚本不联网;蒸馏内容是否发送给模型服务商取决于所用 Agent,使用云端模型前必须告知并取得确认。内置 Claude Code、OpenClaw、Codex 适配器(已验证)与 custom 兜底(Hermes、WorkBuddy 为占位待验证)。需要本机装 Node.js。触发词:AI周度复盘、周报、本周AI复盘、本周和AI干了什么、ai weekly review、复盘这周的AI对话。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AI 周度复盘 · junyi-ai-weekly-review

> 一句话:你这一周和 AI 聊过、干过的事,自动汇成一份周报 + 一份能写的素材,不用你手动翻记录。

**做什么**
把你这一周和各个 AI agent 的日常协作记录本地收集、清洗、脱敏并按天蒸馏,沉淀成两份本地 Markdown:《本周记录》(给本人看的事实底账 + 复盘)+《本周内容素材》(给写作 / 做内容用)。采集脚本不联网;如果当前 Agent 使用云端模型,蒸馏阶段会把脱敏后的 chunk 交给相应模型服务商,必须先向用户说清楚。

**什么时候用**
一周结束想复盘"这周和 AI 都干了什么、沉淀下哪些方法 / 判断 / 工具想法",或想把一周对话里能写的料捞出来时。一周跑一次,抓过去 7 天。
触发词:AI周度复盘、周报、本周AI复盘、本周和AI干了什么、ai weekly review、复盘这周的AI对话

**用完得到什么**
两份本地 Markdown——《本周记录》(各 agent 本周工作 + 多天反复印证的方法 / 判断 + 本周新增)和《本周内容素材》(能直接写成内容的片段),每条都标原始出处。

## 适配器状态(诚实标注,2026-06-25 落地真机探测)

| 适配器 | 状态 | 本机验证 | 存储路径 / 格式 |
|--------|------|----------|----------------|
| **Claude Code** | ✅ 支持 | ✅ 已验证(真实数据跑通) | `~/.claude/projects/**/*.jsonl`,`type∈{user,assistant}`,文本在 `message.content`(string 或 block list)。排除 `claude-mem-observer`。 |
| **OpenClaw** | ✅ 支持 | ✅ 已验证(多 agent 跑通) | `~/.openclaw/agents/<agentId>/sessions/*.jsonl`,`type==="message"`,role/content 在 `message.*`,user 消息清洗元数据噪音。 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add junyifei/junyi-skills/junyi-ai-weekly-review@sha256:80ccb4e8e1fbf781

The line at the top of this page pins the label git:20260726.1820252, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_w6n2xor2imqaqrz7.svg)](https://markdownregistry.com/a/art_w6n2xor2imqaqrz7)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jul 25, 2026 and Jul 26, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260726.1820252 latest2026-07-26 1820252 10,732 BA view · diff
git:20260725.0fae3692026-07-25 0fae369 8,849 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10732 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

junyifei/junyi-skills · 3 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w6n2xor2imqaqrz7
GET https://markdownregistry.com/api/v1/resolve?ref=junyifei/junyi-skills/junyi-ai-weekly-review
GET https://markdownregistry.com/api/v1/blob/80ccb4e8e1fbf78191587a27b5243e3022fbf51115cd1b57a9895372c0d406a6

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from junyifei/junyi-skills

junyi-child-annual-intake SKILL.md skill
junyifei/junyi-skills · junyi-child-annual-intake/SKILL.md · 为 0—12 岁儿童收集、导入、补充和标准化家庭资料,作为家庭成长 Agent 全年知识底座的证据输入。用于用户第一次搭建家庭成长 Agent,需要填写适龄问卷、通过对话逐步回答、把家长记录/孩子原话/教师反馈/已有文档整理成规划输入,或检…
git:20260820.a834ba7 · audit A · 3 stars
junyi-child-quarterly-intake SKILL.md skill
junyifei/junyi-skills · junyi-child-quarterly-intake/SKILL.md · 为 0—12 岁儿童导入、提取、追问、验证和标准化最近一季度资料,用于持续更新家庭成长 Agent,并生成未来 90 天行动指南的证据输入。用于用户已有成长故事、录音蒸馏、月报、学校反馈或上一季度复盘,需要整理成季度资料包;也用于没有持续记…
git:20260820.a834ba7 · audit A · 3 stars
junyi-content-distiller SKILL.md skill
junyifei/junyi-skills · junyi-content-distiller/SKILL.md · 从本人录音逐字稿、日记、随手记、聊天记录或生活对话中,提取可追溯、可直接用于创作的真实素材,并在适用时生成每日核心事件、情绪地图与工作待办安排。用于“内容蒸馏”“录音整理”“把生活提炼成素材”“从日记找故事/观点/金句”“整理全天录音”等任…
git:20260720.0c6553a · audit A · 3 stars
junyi-deep-dialogue SKILL.md skill
junyifei/junyi-skills · junyi-deep-dialogue/SKILL.md · 苏格拉底式深度对话,通过一轮轮追问,帮用户在对话中挖掘自己的内在体验和深层认知,最终(可选)产出一篇完全由用户原话构成的觉知日记。触发词:深度对话、deep…
v1.0.0 · audit A · 3 stars
junyi-doc-reader SKILL.md skill
junyifei/junyi-skills · junyi-doc-reader/SKILL.md · 大文档归档与检索管线(v5.1)。支持本地文件(Word/PDF/TXT/Markdown)和飞书云文档,转换、分块、可选 LLM 增强,输出结构化 Markdown 和索引。飞书凭据必须由环境变量或用户自己的私人适配器提供,不读取任何…
git:20260902.dd25ba5 · audit A · 3 stars
junyi-growth-spark-recorder SKILL.md skill
junyifei/junyi-skills · junyi-growth-spark-recorder/SKILL.md · 把真实亲子片段整理为证据受控的客观记录、发展观察和思维模型复盘。适用于家长说“记录一下”“闪光瞬间”“帮我分析这个互动”“用模型复盘”或提供孩子的具体言行;分析与保存分开授权,无配置时只分析不落盘。不适用于医学诊断、长期成长规划、周报月报或…
git:20260903.301b44f · audit A · 3 stars
junyi-infant-annual-plan SKILL.md skill
junyifei/junyi-skills · junyi-infant-annual-plan/SKILL.md · 从通过校验的 `junyi-child-growth-intake/v1` 资料包生成 0—35 月龄婴幼儿的个性化全年成长规划与家庭成长 Agent…
git:20260820.a834ba7 · audit A · 3 stars
junyi-infant-quarterly-plan SKILL.md skill
junyifei/junyi-skills · junyi-infant-quarterly-plan/SKILL.md · 为季度开始日完整月龄 0—35 个月的婴幼儿生成未来 90 天个性化成长计划,用于把家庭成长 Agent 的全年底座与本季新证据转成温暖、具体、低负担的家长行动指南。用于家庭已有有效全年 intake 和全年规划,并提供 status…
git:20260820.a834ba7 · audit A · 3 stars
junyi-learning-distiller SKILL.md skill
junyifei/junyi-skills · junyi-learning-distiller/SKILL.md · 把外部课程、讲座、直播、访谈、文章、论文、书籍章节或以学习为目的的会议材料,转化为可追溯的理解、可迁移的方法、与本人既有认知的关系、待验证问题和小型行动实验。用于“学习蒸馏”“消化这门课”“把这篇文章学明白”“整理分享会学习笔记”“用自己的…
git:20260720.0c6553a · audit A · 3 stars
junyi-personal-website SKILL.md skill
junyifei/junyi-skills · junyi-personal-website/SKILL.md · Plan, build, review, and prepare deployment of an original personal, expert, creator, portfolio, brand, or service…
git:20260719.22f9438 · audit A · 3 stars
junyi-po-leng-shui SKILL.md skill
junyifei/junyi-skills · junyi-po-leng-shui/SKILL.md · 给你泼冷水的反谄媚 skill。AI 默认会「私你、畏你、有求于你」,把烂想法用同样的热情做成产品级。这个 skill 强制切换到魔鬼代言人模式,挑骨头、揭自欺、指出最可能崩的那一点,全程不给情绪价值。触发词(必须显式说出才触发,不基于推测…
git:20260717.4f4a73c · audit A · 3 stars
junyi-positioning SKILL.md skill
junyifei/junyi-skills · junyi-positioning/SKILL.md · Build, audit, or iterate an evidence-based personal-IP strategy, produce a provisional creator positioning card from…
git:20260822.2b1aea9 · audit A · 3 stars

Every file in junyifei/junyi-skills

Browse by kind, by grade A, or by owner.