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

关于此技能

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

# 核心主题

pymc-labs pymc-labs
[1.1k]
[375]
更新于: 4/18/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 1/11

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

Review Score
1/11
Quality Score
30
Canonical Locale
en
Detected Body Locale
en

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

核心价值

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

适用 Agent 类型

Suitable for operator workflows that need explicit guardrails before installation and execution.

赋予的主要能力 · commit

! 使用限制与门槛

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The page lacks a strong recommendation layer.
  • - The page lacks concrete use-case guidance.
  • - The page lacks explicit limitations or caution signals.
  • - 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.

评审后的下一步

先决定动作,再继续看上游仓库材料

Killer-Skills 的主价值不应该停在“帮你打开仓库说明”,而是先帮你判断这项技能是否值得安装、是否应该回到可信集合复核,以及是否已经进入工作流落地阶段。

实验室 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

常见问题与安装步骤

以下问题与步骤与页面结构化数据保持一致,便于搜索引擎理解页面内容。

? FAQ

commit 是什么?

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

如何安装 commit?

运行命令:npx killer-skills add pymc-labs/pymc-marketing。支持 Cursor、Windsurf、VS Code、Claude Code 等 19+ IDE/Agent。

commit 支持哪些 IDE 或 Agent?

该技能兼容 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。可使用 Killer-Skills CLI 一条命令通用安装。

安装步骤

  1. 1. 打开终端

    在你的项目目录中打开终端或命令行。

  2. 2. 执行安装命令

    运行:npx killer-skills add pymc-labs/pymc-marketing。CLI 会自动识别 IDE 或 AI Agent 并完成配置。

  3. 3. 开始使用技能

    commit 已启用,可立即在当前项目中调用。

! 参考页模式

此页面仍可作为安装与查阅参考,但 Killer-Skills 不再把它视为主要可索引落地页。请优先阅读上方评审结论,再决定是否继续查看上游仓库说明。

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 Cursor" 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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