Commit with Reflection

Commit with Reflection is an Automation skill for Claude Code, published by foryourhealth111-pixel in Vibe-Skills.

2.9K stars227 forkson foryourhealth111-pixel/Vibe-SkillsAdded 2026/08/17+6% in starsRepository updated 2026/08/11

agent-frameworkagent-skillsagentic-codingai-agentsai-scientistai-skillsai-workflowautomationclaude-codecodexcontext-engineeringdeveloper-toolsdsh-pluginllmmulti-agentprompt-engineeringskillsvibe-codingvibecodingworkflow-automation

Install in seconds

Install Commit with Reflection

Copy Commit with Reflection into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/commit-with-reflection ~/.claude/skills/commit-with-reflection

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/foryourhealth111-pixel/Vibe-Skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: bundled/skills/commit-with-reflection/SKILL.md in foryourhealth111-pixel/Vibe-Skills
Installs to: ~/.claude/skills/commit-with-reflection
Collection: One of 25 skills cataloged from this repository
Category: Automation — 1523 skills

What Commit with Reflection does

Commit with Reflection analyzes development errors, debugging steps, and solutions to generate a structured Chinese reflection report and create a Git commit referencing it. Use it after complex bug fixes or iterative feature development to capture reusable knowledge.

Commit with Reflection is cataloged under Automation on DirSkills. Commit with Reflection comes from a repository tagged agent-framework, agent-skills, agentic-coding, ai-agents and ai-scientist.

Documentation

README

Excerpt

Git提交与反思报告技能 (Commit with Reflection)

自动化Git提交并生成深度调试反思报告的技能。将AI编码过程中的错误、调试经验和解决方案转化为结构化的知识文档,保存在GitHub仓库中供长期参考和学习。

何时使用此技能 (When to Use)

在以下情况下使用此技能:

用户说:"反思提交"、"智能提交"、"生成调试报告"
用户说:"commit with reflection"、"reflective commit"
完成了包含多次调试迭代的功能开发
修复了复杂的bug并希望记录解决过程
重构代码时遇到并解决了架构问题
希望将本次开发经验转化为可复用的知识

相关信号（用于人工判断或路由参考）:

检测到会话中出现了错误消息
对同一文件进行了3次以上的修改迭代
Git diff显示添加了调试相关代码(console.log, try-catch等)

不适用场景 (Not For)

此技能不适用于:

简单的文字修改或格式调整(无错误发生)
仅添加注释或文档的提交
初始化项目或添加依赖包
用户明确要求"简单提交"或"快速提交"

必需输入:

至少有一个修改过的文件(git status显示变更)
会话中包含开发过程的上下文(如果无错误,会询问是否仍要生成报告)

快速参考 (Quick Reference)

核心工作流

阶段1: 上下文收集

# 获取Git状态
git status

# 获取所有变更
git diff

# 分析会话历史提取:
# - 错误消息和堆栈跟踪
# - 调试步骤和迭代
# - 解决方案和修复

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Commit with Reflection

What else does foryourhealth111-pixel publish alongside Commit with Reflection?
Commit with Reflection is one of 25 skills that DirSkills catalogs from foryourhealth111-pixel/Vibe-Skills, the repository it ships in. Its siblings there include Adaptyv, Aeon Time Series ML and Algorithmic Art. Each one is a separate skill with its own page in this directory, installs the same way Commit with Reflection does, and is maintained by foryourhealth111-pixel in that same repository. The rest of the collection is listed on the foryourhealth111-pixel/Vibe-Skills page.
How does Commit with Reflection compare to other Automation skills?
Commit with Reflection ranks #429 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Commit with Reflection against them. Open each page to compare what they document and how they install.