commit — buy-till-you-die commit, pymc-marketing, community, buy-till-you-die, ide skills, customer-lifetime-value, data-science, marketing, marketing-mix-modeling, media-mix-modeling, Claude Code

v1.0.0

이 스킬 정보

정확한 Git 버전 관리 및 커밋 관리가 필요한 개발 에이전트에게 최적입니다. Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

# Core Topics

pymc-labs pymc-labs
[1.1k]
[375]
Updated: 4/20/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 7/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution
Review Score
7/11
Quality Score
30
Canonical Locale
en
Detected Body Locale
en

정확한 Git 버전 관리 및 커밋 관리가 필요한 개발 에이전트에게 최적입니다. Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

이 스킬을 사용하는 이유

에이전트가 논리적이고 원자적인 커밋을 생성할 수 있도록 해줍니다. Git를 사용하여 명확한 커밋 메시지와 집중된 변경을 제공하며, pre-commit와 같은 도구를 사용하여 검증을 수행하고 git diff를 사용하여 변경을 이해합니다.

최적의 용도

정확한 Git 버전 관리 및 커밋 관리가 필요한 개발 에이전트에게 최적입니다.

실행 가능한 사용 사례 for commit

코드 변경 후 커밋 생성 자동화
명확하고 설명적인 커밋 메시지 생성
git log를 사용하여 Git 커밋 기록 디버깅

! 보안 및 제한 사항

  • Git 설치 및 구성이 필요함
  • Git 작업을 위해 파일 시스템에 액세스해야 함

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is commit?

정확한 Git 버전 관리 및 커밋 관리가 필요한 개발 에이전트에게 최적입니다. Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

How do I install commit?

Run the command: npx killer-skills add pymc-labs/pymc-marketing/commit. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for commit?

Key use cases include: 코드 변경 후 커밋 생성 자동화, 명확하고 설명적인 커밋 메시지 생성, git log를 사용하여 Git 커밋 기록 디버깅.

Which IDEs are compatible with commit?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for commit?

Git 설치 및 구성이 필요함. Git 작업을 위해 파일 시스템에 액세스해야 함.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add pymc-labs/pymc-marketing/commit. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use commit immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

commit

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

Commit Changes

You are tasked with creating git commits for the changes made during this session.

Process:

  1. Think about what changed:

    • Review the conversation history and understand what was accomplished
    • Run git status to see current changes
    • Run git diff to understand the modifications
    • Consider whether changes should be one commit or multiple logical commits
  2. Plan your commit(s):

    • Identify which files belong together
    • Draft clear, descriptive commit messages
    • Use imperative mood in commit messages
    • Focus on why the changes were made, not just what
  3. Present your plan to the user:

    • List the files you plan to add for each commit
    • Show the commit message(s) you'll use
    • Ask: "I plan to create [N] commit(s) with these changes. Shall I proceed?"
  4. Execute upon confirmation:

    • Use pre-commit run --all-files, If rules like pre-commit are missing, solve them.
    • Use git add with specific files (never use -A or .)
    • Create commits with your planned messages
    • Show the result with git log --oneline -n [number]

Important:

  • Commits should be authored solely by the user
  • Do not include any "Generated with Claude" or "Generated with Claude Code" messages
  • Do not add "Co-Authored-By" lines
  • Write commit messages as if the user wrote them

Remember:

  • You have the full context of what was done in this session
  • Group related changes together
  • Keep commits focused and atomic when possible
  • The user trusts your judgment - they asked you to commit

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Looking for an alternative to commit or another community skill for your workflow? Explore these related open-source skills.

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