Weekly Engineering Retro
garrytan/gstack
Builds a weekly engineering retrospective from git history: commit counts, per-person contributions, work patterns and code quality numbers over a chosen window.
Manager 团队复盘：聚合所有 Agent 的 L2 质量指标，统计 L1 人类纠正事件， 识别瓶颈 Agent 并触发其自我复盘，调用 LLM 生成团队级改进提案， 向 human.json 发送周报。
Install Team Retrospective
$ npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kid0317/crewai_mas_demo team-retrospective --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/kid0317/crewai_mas_demo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/team-retrospective .claude/skills/team-retrospective && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "team-retrospective" agent skill from https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospective into .claude/skills/team-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-retrospective", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospectiveType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kid0317/crewai_mas_demo team-retrospective --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kid0317/crewai_mas_demo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/team-retrospective .agents/skills/team-retrospective && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "team-retrospective" agent skill from https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospective into .agents/skills/team-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-retrospective", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kid0317/crewai_mas_demo team-retrospective --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kid0317/crewai_mas_demo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/team-retrospective .cursor/skills/team-retrospective && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "team-retrospective" agent skill from https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospective into .cursor/skills/team-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-retrospective", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/kid0317/crewai_mas_demo.git --path skills/team-retrospective--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kid0317/crewai_mas_demo team-retrospective --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kid0317/crewai_mas_demo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/team-retrospective .gemini/skills/team-retrospective && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "team-retrospective" agent skill from https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospective into .gemini/skills/team-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-retrospective", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install kid0317/crewai_mas_demo team-retrospectiveInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kid0317/crewai_mas_demo.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/team-retrospective .github/skills/team-retrospective && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "team-retrospective" agent skill from https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospective into .github/skills/team-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-retrospective", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kid0317/crewai_mas_demo team-retrospective --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kid0317/crewai_mas_demo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/team-retrospective .opencode/skills/team-retrospective && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "team-retrospective" agent skill from https://github.com/kid0317/crewai_mas_demo/tree/main/skills/team-retrospective into .opencode/skills/team-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "team-retrospective", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
team-retrospective- GitHub stars
- 165
- Token cost
- ~424 tokens
- SKILL.md length
- 79 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
Manager 团队复盘：聚合所有 Agent 的 L2 质量指标，统计 L1 人类纠正事件， 识别瓶颈 Agent 并触发其自我复盘，调用 LLM 生成团队级改进提案， 向 human.json 发送周报。
- Works in 5 steps: 读取 L1 日志，统计人类纠正事件和 checkpoint 退回率 → 读取所有 Agent 的 L2 日志，按 Agent 计算平均质量分和失败率 → 定位瓶颈 Agent（质量分最低者），发邮件触发其自我复盘 → …
- Tasks that involve Retrospectives
- SKILL.md covers 功能概述, 调用方式, 输出格式（JSON） and ⚠️ 强制执行要求（CRITICAL）, plus 1 more section
- Runs Python scripts from its folder; calls pip and python3; needs ALIYUN_API_KEY
What it does
Team Retrospective is an agent skill from kid0317/crewai_mas_demo. Manager 团队复盘：聚合所有 Agent 的 L2 质量指标，统计 L1 人类纠正事件， 识别瓶颈 Agent 并触发其自我复盘，调用 LLM 生成团队级改进提案， 向 human.json 发送周报。
Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/team_retro.py`).
It sits in Product & Project Management, covering Retrospectives.
When your agent uses it
- Tasks that involve Retrospectives
Example prompts
- “/team-retrospective”
Requirements
- Python 3
- A credential in ALIYUN_API_KEY
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 读取 L1 日志，统计人类纠正事件和 checkpoint 退回率
- 读取所有 Agent 的 L2 日志，按 Agent 计算平均质量分和失败率
- 定位瓶颈 Agent（质量分最低者），发邮件触发其自我复盘
- 调用 LLM 生成团队级改进提案（系统性问题，非个人责任）
- 向 human.json 发送周报
What it can do on your machine
Read from SKILL.md and the folder at commit d5cfc79. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pippython3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
ALIYUN_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Team Retrospective loads about 424 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 79 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 79 words (~424 tokens).
“Manager Agent 执行团队复盘时，调用本 Skill 从 Manager 视角分析团队整体状态：”
- name
- team-retrospective
- type
- task
Files
SKILL.md and 1 other file (scripts) in skills/team-retrospective of kid0317/crewai_mas_demo.
- SKILL.md
- scripts/team_retro.py
Open the folder on GitHubat commit d5cfc79
Compare with similar skills
Team Retrospective next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Team Retrospective this skillkid0317/crewai_mas_demo | 165 | — | ~424 | Automated safety check: Pass | None | |
| Weekly Engineering Retrogarrytan/gstack | 136k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Dough Execute Planterryyin/lizard | 2.5k | — | ~4.3k | Automated safety check: Pass | Custom licence | |
| Oral Paper SkillAdkid-Zephyr/oral-paper-skill | 357 | — | ~1.9k | Automated safety check: Pass | None | |
| Deck Retroasheshgoplani/agent-deck | 1.1k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Dough Execution Retrospectiveterryyin/lizard | 2.5k | — | ~4k | Automated safety check: Pass | Custom licence |
Similar skills
Dough Execute Plan
terryyin/lizard
Executes one selected story or bounded retrospective correction through an executable plan, or one authorized planless slice from a selected simple story or a contextual instruction, with…
Oral Paper Skill
Adkid-Zephyr/oral-paper-skill
Help authors learn from exemplary ICLR, ICML, and NeurIPS papers through source-linked manuscript comparisons, concrete writing and experiment suggestions, and guided reflection.
Deck Retro
asheshgoplani/agent-deck
Run a fully local agent-deck retrospective over the user's own transcripts, Recall index and logs.
Dough Execution Retrospective
terryyin/lizard
Reviews planned, completed planless quick, or quick-to-planned execution against original intent, aggregate commits, current whole-product architecture, and tests, including after cleanup.
Criticism Self Criticism
HughYau/qiushi-skill
批评与自我批评：在工作完成、阶段验收、收到批评或同类错误反复出现时，对成果和过程做诚实、具体、基于事实的审视，输出可执行的改进项，并处理外来批评而不辩解。触发信号包括 review、复盘、审查、"帮我看看有没有问题"、"你确定吗"；任务刚开始或只是单步查询时不触发。
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收发邮件，与团队成员通信。第27课新增：支持向 human.json 发消息（单一接口约束：只有 manager 可以发）。
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数字员工邮箱操作（三态状态机）：sendmail / readinbox / markdone / markdoneall / resetstale。
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Self Retrospective
kid0317/crewai_mas_demo
Agent 自我复盘：读取 L2/L3/L1 日志，调用 LLM 生成结构化改进提案， 写入 proposals.json 并发通知至 human.json 等待审批。
Related
Categories
Questions about Team Retrospective
What does Team Retrospective do?
Manager 团队复盘：聚合所有 Agent 的 L2 质量指标，统计 L1 人类纠正事件， 识别瓶颈 Agent 并触发其自我复盘，调用 LLM 生成团队级改进提案， 向 human.json 发送周报。. Team Retrospective is an agent skill from kid0317/crewai_mas_demo.
When should I use Team Retrospective?
Team Retrospective fits situations like: tasks that involve Retrospectives.
How do I install Team Retrospective in Claude Code?
Run `npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a claude-code`. Or copy the skill folder (skills/team-retrospective in kid0317/crewai_mas_demo) into .claude/skills/team-retrospective in your project. Claude Code loads it when a task matches its description.
How do I install Team Retrospective in Codex?
Run `npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a codex`. Or copy the skill folder (skills/team-retrospective in kid0317/crewai_mas_demo) into .agents/skills/team-retrospective in your project. Codex loads it when a task matches its description.
Can I use Team Retrospective in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add kid0317/crewai_mas_demo --skill team-retrospective -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/team-retrospective, .gemini/skills/team-retrospective, .github/skills/team-retrospective and .opencode/skills/team-retrospective in your project.
What does Team Retrospective need to run?
Going by SKILL.md and its folder, Team Retrospective needs Python for the scripts in its folder, the command-line tools its instructions call (pip and python3) and credentials named ALIYUN_API_KEY. Our summary lists: Python 3; A credential in ALIYUN_API_KEY.
Does Team Retrospective access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Team Retrospective safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Team Retrospective use?
No licence was found for Team Retrospective or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Team Retrospective use?
About 424 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Team Retrospective?
Skills that share tags, products or a category with Team Retrospective: Weekly Engineering Retro (garrytan/gstack, 136k stars), Dough Execute Plan (terryyin/lizard, 2.5k stars), Oral Paper Skill (Adkid-Zephyr/oral-paper-skill, 357 stars) and Deck Retro (asheshgoplani/agent-deck, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Team Retrospective?
kid0317 (a GitHub user) maintains it in kid0317/crewai_mas_demo, which has 165 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on May 25, 2026.
Source: kid0317/crewai_mas_demo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.