qa-retrospective

qa-retrospective is a skill for Claude Code from Kokxi/qa-test-skills. It costs 125 tokens per session (2,378 once invoked), scanned A, original, MIT.

A review guide for examining a finished project, development iteration, or production incident. It uses collected data, root-cause questions, and tracked follow-up actions.

In plain words
What is it for?
Use it to prepare retrospectives, analyze bugs and missed tests, identify root causes, and record improvements with owners and deadlines.
Why use it?
It helps teams learn why problems happened and turn those lessons into specific improvements instead of assigning blame or holding a discussion without evidence.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the qa-test-skills plugin — 49 skills shipped together

Good fit Use it to prepare retrospectives, analyze bugs and missed tests, identify root causes, and record improvements with owners and deadlines.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kokxi/qa-test-skills/qa-retrospective
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 Kokxi/qa-test-skills --skill qa-retrospective
Clone the repo
git clone --depth 1 https://github.com/Kokxi/qa-test-skills

Made for: Claude Code.

Or install qa-test-skills, the plugin that ships this one along with the rest of its 49 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 qa-retrospective

README.md
[![agentmods](https://agentmods.dev/badge/skills/kokxi/qa-test-skills/qa-retrospective/github.svg)](https://agentmods.dev/skills/kokxi/qa-test-skills/qa-retrospective)
Your own site
<a href="https://agentmods.dev/skills/kokxi/qa-test-skills/qa-retrospective"><img src="https://agentmods.dev/badge/skills/kokxi/qa-test-skills/qa-retrospective/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 qa-retrospective

Your own site · 80×15
<a href="https://agentmods.dev/skills/kokxi/qa-test-skills/qa-retrospective"><img src="https://agentmods.dev/badge/skills/kokxi/qa-test-skills/qa-retrospective.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 125 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,378 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 $0.00125 $0.02378
Opus 5 $0.00063 $0.01189
Sonnet 5 $0.00025 $0.00476
Haiku 4.5 $0.00013 $0.00238

Measured 7d ago against content hash 52aa15289334, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

qa-retrospective 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.

skills/qa-retrospective/SKILL.md · 251 lines

How it starts

The opening of the file, as written. The whole thing — 251 lines — stays where its author put it; the contents beside it link to each section on GitHub.

⚠️ 安全警告:本技能的示例可能涉及发布流程优化和协作流程调整建议。 这些是复盘议题不是直接操作;请勿未经评审即变更团队流程,先达成共识再落地。 本技能仅在 workspace/ 输出评估文件,不持久化、不外传、不跨会话复用。

复盘与经验沉淀

核心原则

复盘的目的是找到系统性的改进点,而不是找谁背锅。

复盘五步法

第1步:收集数据

数据收集:
├─ 缺陷数据
│   ├─ 本迭代新增缺陷数
│   ├─ 缺陷严重程度分布
│   ├─ 缺陷类型分布
│   └─ 缺陷模块分布
│
├─ 漏测数据
│   ├─ 线上缺陷数
│   ├─ 漏测原因分类
│   ├─ 漏测影响评估
│   └─ 漏测修复情况
│
├─ 测试数据
│   ├─ 用例执行率
│   ├─ 用例通过率
│   ├─ 测试覆盖率
│   └─ 测试效率
│
└─ 其他数据
    ├─ 需求变更次数
    ├─ 测试延期情况
    ├─ 线上故障情况
    └─ 用户反馈情况

第2步:根因分析(5 Whys)

5 Whys分析法:

问题:线上出现XX Bug
├─ Why 1:为什么测试没发现?
│   └─ 因为测试用例没覆盖这个场景
├─ Why 2:为什么用例没覆盖?
│   └─ 因为需求分析时没考虑到
├─ Why 3:为什么需求分析没考虑到?
│   └─ 因为对这个业务场景不熟悉
├─ Why 4:为什么不熟悉?
│   └─ 因为没有相关的知识沉淀
├─ Why 5:为什么没有知识沉淀?
│   └─ 因为没有复盘和总结机制

根因归类:
├─ 思维盲区:没想到
├─ 信息缺失:不知道
├─ 流程问题:流程不完善
├─ 工具问题:工具不支持
└─ 能力问题:能力不足

第3步:制定改进措施

改进措施设计:
├─ 具体:明确做什么
├─ 可执行:能落地执行
├─ 可衡量:有明确标准
├─ 有负责人:明确责任人
└─ 有时间:明确完成时间

改进措施类型:
├─ 流程改进:优化测试流程
├─ 工具改进:引入/优化工具
├─ 知识沉淀:更新Checklist/模板
├─ 能力提升:培训/学习
└─ 协作改进:优化协作方式

示例:
改进措施:更新登录功能测试Checklist
├─ 具体:增加验证码相关测试点
├─ 负责人:XXX
├─ 完成时间:2024-01-15
├─ 验收标准:Checklist更新并通知团队
└─ 效果验证:下次迭代验证效果

第4步:资产沉淀

资产沉淀类型:
├─ Checklist更新
│   ├─ 新增测试点
│   ├─ 修正错误点
│   └─ 优化检查项
│
├─ 模板更新
│   ├─ 用例模板优化
│   ├─ Bug报告模板优化
│   └─ 测试报告模板优化
│
├─ 知识库更新
│   ├─ 常见问题FAQ
│   ├─ 测试经验总结
│   └─ 最佳实践
│
└─ 流程更新
    ├─ 测试流程优化
    ├─ 协作流程优化
    └─ 发布流程优化

第5步:跟踪闭环

跟踪机制:
├─ 定期检查:每周/每月检查改进措施执行情况
├─ 效果验证:验证改进措施是否有效
├─ 持续优化:根据效果持续优化
└─ 经验分享:分享改进经验

闭环检查:
├─ 措施是否执行?
├─ 效果是否达到?
├─ 是否需要调整?
└─ 是否可以推广?

复盘报告模板

# 复盘报告

## 1. 基本信息
- 迭代版本:[版本号]
- 复盘时间:[日期]
- 参与人员:[人员列表]

## 2. 数据回顾
- 缺陷数据:[新增X个,严重X个]
- 漏测数据:[线上X个]
- 测试数据:[执行率X%,通过率X%]

## 3. 问题分析
- 主要问题:[问题描述]
- 根因分析:[5 Whys分析]
- 根因归类:[思维/信息/流程/工具/能力]

## 4. 改进措施
- 措施1:[具体措施]
- 措施2:[具体措施]
- 措施3:[具体措施]

## 5. 资产沉淀
- Checklist更新:[更新内容]
- 模板更新:[更新内容]
- 知识库更新:[更新内容]

## 6. 跟踪计划
- 检查时间:[时间]
- 负责人:[人员]
- 验收标准:[标准]

应用场景

迭代结束后复盘:用户登录模块出现了3个线上Bug → 第1步:收集数据(Bug报告、修复记录、测试用例覆盖) → 第2步:5 Whys分析(why漏测?→边界用例未覆盖→why?→测试设计时未识别边界→why?→需求未说明边界) → 第3步:改进措施(增加边界分析环节、补充典型边界checklist) → 第4步:资产沉淀(将边界checklist更新到启发式清单) → 第5步:跟踪计划(下个迭代验证新增checklist的有效性)

Read the full file on GitHub · 251 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 Changed 52aa15289334
  2. 12d ago First seen · 251 lines · 125 tokens per session scan A d0b1d1b68ca1

Subscribe to this mod's changes

qa-retrospective is a skill published in the GitHub repository Kokxi/qa-test-skills (27 stars, last pushed 9d ago), licensed MIT. It adds 125 tokens to every session and 2,378 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 2026-08-30.