productivity-retro

productivity-retro is a skill for Claude Code from modu-ai/moai-cowork. It costs 119 tokens per session (1,706 once invoked), scanned A, original, Apache-2.0.

A guided review for looking back on a week, month, quarter, or year and choosing what to do next. It uses short formats such as KPT: Keep, Problem, and Try.

In plain words
What is it for?
Use it to run weekly or yearly reviews, summarize successes and problems, capture lessons, and choose one concrete improvement.
Why use it?
It makes reflection quick and practical instead of turning it into a long self-critique. The final next action helps the review lead to a change.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the moai-coworker plugin — 32 skills shipped together

Good fit Use it to run weekly or yearly reviews, summarize successes and problems, capture lessons, and choose one concrete improvement.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/modu-ai/moai-cowork/productivity-retro
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 modu-ai/moai-cowork --skill productivity-retro
Clone the repo
git clone --depth 1 https://github.com/modu-ai/moai-cowork

Made for: Claude Code.

Or install moai-coworker, the plugin that ships this one along with the rest of its 32 skills.

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 productivity-retro

README.md
[![agentmods](https://agentmods.dev/badge/skills/modu-ai/moai-cowork/productivity-retro/github.svg)](https://agentmods.dev/skills/modu-ai/moai-cowork/productivity-retro)
Your own site
<a href="https://agentmods.dev/skills/modu-ai/moai-cowork/productivity-retro"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-cowork/productivity-retro/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 productivity-retro

Your own site · 80×15
<a href="https://agentmods.dev/skills/modu-ai/moai-cowork/productivity-retro"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-cowork/productivity-retro.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 119 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,706 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00119 $0.01706
Opus 5 $0.00060 $0.00853
Sonnet 5 $0.00024 $0.00341
Haiku 4.5 $0.00012 $0.00171

Measured 7d ago against content hash 87d141c17bd2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

productivity-retro 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 7d 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/moai-coworker/skills/productivity-retro/SKILL.md · 115 lines

How it starts

The opening of the file, as written. The whole thing — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.

회고 빌더 (Retro Builder)

개요

회고를 "무겁게 반성하는 일"이 아니라 "5분 만에 가볍게 돌아보는 습관"으로 바꾼다. 한 주·한 달·한 해 단위로, 잘된 것과 아쉬운 것을 정리하고 다음 행동 한 가지를 정하는 데까지 이어준다. 거창한 양식보다 꾸준히 쓸 수 있는 최소 양식을 우선한다.

트리거 키워드

회고, 주간 회고, 연말 회고, KPT, 한 줄 회고, 키워드 회고, 돌아보기, 한 주 리뷰, 회고 템플릿, 1p 회고, 분기 회고

워크플로우

1단계: 회고 주기·목적 정하기

먼저 무엇을 위한 회고인지 가볍게 잡는다.

주기 적합한 상황 추천 양식
주간 매주 짧게 흐름 점검 한 줄 회고·KPT 간이형
월간 한 달 단위 패턴 점검 KPT·키워드 회고
분기 목표 대비 중간 점검 KPT + 목표 진척
연간 한 해 마무리·다음 해 준비 키워드 회고·1p 연말 회고

→ 핵심은 "완벽한 기록"이 아니라 "꾸준한 기록". 5분 안에 끝나는 양식을 고른다.

2단계: 회고 양식 선택

상황에 맞는 3가지 양식 중 하나를 고른다.

  • KPT: Keep(잘돼서 계속할 것) · Problem(아쉬웠던 것) · Try(다음에 해볼 것) 3분할. 업무 회고에 가장 무난하다.
  • 한 줄 회고: "이번 주를 한 문장으로 요약하면?" + "다음 주에 딱 하나 바꾼다면?". 부담이 가장 적다.
  • 키워드 회고: 한 해를 대표하는 단어 3~5개를 뽑고, 각 키워드에 짧은 사연을 붙인다. 연말에 적합하다.

3단계: 질문으로 채우기

선택한 양식에 답하기 쉬운 질문을 붙여 채운다.

  • 잘된 일: 이번 기간에 만족스러웠던 순간·성과는?
  • 아쉬운 일: 다시 한다면 다르게 했을 것은?
  • 배운 것: 새로 알게 된 점·태도 변화는?
  • 다음 행동: 다음 기간에 딱 하나만 바꾼다면?

→ 질문에 점수·등급을 매기지 않는다. 평가가 아니라 관찰이 목적이다.

4단계: 다음 행동 1개 도출

회고가 기록으로만 끝나지 않게, 반드시 다음 행동 한 가지를 정한다.

  • 추상적("더 열심히") 대신 구체적("수요일 오전은 회의 없는 집중 시간")
  • 너무 많이 정하지 않는다 — 한 번에 1~2개면 충분
  • → 도출한 행동은 productivity-goal·productivity-habit로 넘겨 실천으로 연결한다.

5단계: 회고 루틴화

  • 주간: 금요일 퇴근 전 또는 일요일 저녁 5분 고정
  • 연간: 12월에 키워드 회고 + 내년 목표 → productivity-goal 연계
  • 기록 장소: 노션·메모 앱 등 한 곳에 모아 쌓기 → doc-notion-template 연계

사용 예시

예시 1: "이번 주 가볍게 회고하고 싶어" → 한 줄 회고 + 다음 주 바꿀 것 1개 양식 제시, 5분 안에 채울 수 있게 질문 동봉

예시 2: "팀 스프린트 끝났는데 KPT로 회고 정리해줘" → Keep/Problem/Try 3칸 + 칸별 유도 질문 → 다음 Try 1~2개 도출

예시 3: "올 한 해 돌아보고 싶은데 반성만 하긴 싫어" → 키워드 회고(올해의 단어 3~5개) + 각 키워드 사연 + 내년으로 넘길 것 1개

산출물

  • 주기·목적에 맞춘 회고 양식(KPT·한 줄·키워드)
  • 채우기 쉬운 유도 질문 세트
  • 다음 행동 1~2개
  • 회고 루틴 제안(고정 시간·기록 장소)

주의사항

  • 회고는 평가·자책이 아니다. 잘못 찾기가 아니라 다음을 정하는 데 목적이 있다.
  • 양식이 무거우면 안 쓰게 된다 — 5분 양식부터 시작해 천천히 키운다.
  • 다음 행동을 너무 많이 정하면 실천이 안 된다. 1~2개로 좁힌다.

관련 스킬

  • moai-coworker:productivity-goal: 회고에서 나온 다음 행동을 목표·계획으로 전환
  • moai-coworker:productivity-habit: 회고 루틴 자체를 습관으로 정착
  • moai-coworker:collab-productivity-report: 업무 주간보고와 한 주 회고를 함께 운영
  • moai-accountant:finance-household-budget: 소비 회고를 개인 회고 루틴에 통합

Read the full file on GitHub · 115 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. 7d ago First seen · 115 lines · 119 tokens per session scan A 87d141c17bd2

Subscribe to this mod's changes

productivity-retro is a skill published in the GitHub repository modu-ai/moai-cowork (300 stars, last pushed 8d ago), licensed Apache-2.0. It adds 119 tokens to every session and 1,706 once invoked, about $0.0006 per session on Opus 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 2026-09-03.

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