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用 AI 玩转微信图文（小绿书）带货，从选品到提现一条龙

一份工具无关的 AI 方法论（见 UNIVERSAL.md），给任意 AI 助手当「程序化工作流」使用，覆盖：模式认知 → 开通橱窗 → 选品 → 图文带货 → 数据复盘 → 结算合规 → 图文创作 → 矩阵放大 全流程 8 阶段。 适用于 Cursor、Claude、Claude Code、Cline、Copilot、Codex、ChatGPT 自定义指令、通义灵码、WorkBuddy 等任何支持项目上下文 / 系统指令的 AI 工具。

• 它能帮你做什么
• 核心闭环流程图
• 快速开始（任何 AI 工具都能装）
• 决策树：该读哪一份
• 目录结构
• 合规红线
• 贡献 / Roadmap
• License

flowchart LR
    A[模式认知] --> B[开通橱窗] --> C[选品] --> D[图文带货]
    D --> E[数据复盘] --> F[结算合规]
    F -.->|迭代选品| C
    style A fill:#07C160,color:#fff
    style B fill:#0A9468,color:#fff
    style C fill:#07C160,color:#fff
    style D fill:#0A9468,color:#fff
    style E fill:#07C160,color:#fff
    style F fill:#E54D42,color:#fff

本仓库不绑定任何单一工具。任选一种方式接入：

① 任意 AI 工具（通用，推荐）

把整个仓库作为项目上下文交给你的 AI，或把 UNIVERSAL.md 的内容粘贴为系统指令 / 自定义指令，然后让它按需读取 references/*.md：

「先读 UNIVERSAL.md 和 references/03-product-selection.md，帮我按『高佣金 + 七天无理由 + 好评率高』筛一批图书类图文带货商品。」

适用工具（不限于）：Cursor、Claude、Claude Code、Cline、Copilot、Codex、ChatGPT 自定义指令、通义灵码、CodeBuddy、WorkBuddy 等。

② Skills 生态（可选集成）

若你的 AI 工具支持「Skills」机制（如 WorkBuddy / Claude 等），把整个文件夹复制到其 skills 目录即可作为 Skill 自动触发：

• WorkBuddy：~/.workbuddy/skills/wechat-graphic-monetization/
• Claude Code：~/.claude/skills/wechat-graphic-monetization/

其余工具用 ① 即可，无需此步。

💡 两条路径内容等价：SKILL.md 是带自动触发元数据的入口，UNIVERSAL.md 是工具无关版。

flowchart TD
    Q[你想做什么?] -->|搞懂带货模式| R1[references/01-mode-overview.md]
    Q -->|开通橱窗/联盟| R2[references/02-open-window.md]
    Q -->|选品| R3[references/03-product-selection.md]
    Q -->|图文带货/写文案| R4[references/04-graphic-selling.md]
    Q -->|看数据/复盘| R5[references/05-data-review.md]
    Q -->|提现/信用分/合规| R6[references/06-settlement-compliance.md]
    Q -->|写爆款封面标题/二创| R7[references/07-graphic-creation.md]
    Q -->|0播/矩阵放大| R8[references/08-traffic-matrix.md]
    style Q fill:#E54D42,color:#fff

wechat-graphic-monetization/
├── SKILL.md                      # 带自动触发元数据的入口（Skills 机制）
├── UNIVERSAL.md                  # 工具无关版，供其他 AI 工具使用
├── README.md                     # 本文件（中英双语）
├── LICENSE                       # MIT
├── PROMO.md                      # 三风格推广文案（geek / 小红书 / Twitter）
├── assets/                       # 视觉资产 + 交付物模板
│   ├── banner.svg                # Hero Banner
│   ├── badges/                   # 离线 SVG 徽章（MIT / 8阶段 / 微信 / AI / 双语 / 更新）
│   ├── product-selection-checklist.md  # 选品自查清单
│   ├── prompt-recipes.md         # 图文带货文案提示词库（四型钩子）
│   ├── graphic-structure-template.md   # 合格图文结构模板
│   ├── title-formulas.md         # 标题公式库
│   ├── dedup-checklist.md        # 素材去重清单
│   ├── weekly-review-template.md # 周复盘表
│   ├── account-matrix-template.md     # 账号矩阵规划表
│   ├── 30-day-launch-calendar.md # 30 天冷启动日历
│   └── pre-publish-compliance.md # 发布前合规自检
└── references/                   # 按阶段拆分的详细方法论
    ├── 01-mode-overview.md       # 模式认知：达人带货 vs 小店、矩阵逻辑、8 大赛道
    ├── 02-open-window.md         # 开通橱窗：实名→橱窗→权限→互绑→联盟
    ├── 03-product-selection.md   # 选品：佣金·销量·好评率、供应链 vs 联盟
    ├── 04-graphic-selling.md     # 图文带货：结构公式、插商品卡片、发布节奏
    ├── 05-data-review.md         # 数据复盘：销售额 vs 佣金、结算、周复盘
    ├── 06-settlement-compliance.md  # 结算合规：提现、信用分、违规、FAQ
    ├── 07-graphic-creation.md    # 图文创作：封面/标题/正文、模块化、AI 仿写、去重
    └── 08-traffic-matrix.md      # 限流应对 + 矩阵放大 + RPA 自动化

⚠️ 请务必读完再动手，以下雷区踩中会被扣信用分甚至暂停橱窗：

1. 平台规则会变：橱窗 / 联盟门槛、保证金、信用分、佣金比例以微信官方最新规则为准。
2. 不承诺收益：佣金 1%–50% 只是参考区间，所有销量 / 佣金 / 案例不作收益承诺。
3. 对标 ≠ 搬运：带货图文属营销行为，搬运第三方内容易被举报侵权，坚持原创。
4. 选品强相关：货品要与内容高度相关、解决痛点或满足爽点；同账号建议稳定做一类货品。
5. 敏感信息不外泄：认证主体、提现银行卡、微信号 / 手机号不写进公开仓库。

本仓库内容基于公开方法论与微信官方规则整理，仅供学习与个人操作参考，不构成任何收益承诺。请遵守微信公众平台运营规范与所在国家 / 地区法律法规。

• 贡献：欢迎提 Issue / PR，补充新选品策略、新文案钩子或更优的合规话术。
• Roadmap：更多平台联动（视频号短视频 / 直播带货）、图文带货自动化脚本、数据复盘模板。

MIT —— 自由使用、修改、再分发，注明出处即可。

Monetize WeChat Photo-Text (小绿书) with AI · From Selection to Commission

A programmatic workflow written for the AI assistant, covering the full flow: Mode → Open Showcase → Selection → Graphic Selling → Review → Settlement & Compliance → Creation → Matrix. Both a WorkBuddy Skill and a tool-agnostic AI methodology (see UNIVERSAL.md) — works with Cursor / Claude / Cline / Copilot / Codex.

• What it does
• The core loop
• Quick start (works with any AI tool)
• Decision tree: which file to read
• Directory structure
• Compliance red lines
• Contribute / Roadmap
• License

flowchart LR
    A[Mode] --> B[Open Showcase] --> C[Selection] --> D[Graphic Selling]
    D --> E[Review] --> F[Settlement]
    F -.->|iterate selection| C
    style A fill:#07C160,color:#fff
    style B fill:#0A9468,color:#fff
    style C fill:#07C160,color:#fff
    style D fill:#0A9468,color:#fff
    style E fill:#07C160,color:#fff
    style F fill:#E54D42,color:#fff

This repo is not tied to any single tool. Pick whichever way fits:

① Any AI tool (universal, recommended)

Give the whole repo as project context to your AI, or paste UNIVERSAL.md as system / custom instructions, then ask it to read the relevant references/*.md:

"Read UNIVERSAL.md and references/03-product-selection.md first, then filter a batch of book products for 图文 selling by high commission + 7-day return + high rating."

Works with (not limited to): Cursor, Claude, Claude Code, Cline, Copilot, Codex, ChatGPT custom instructions, Tongyi Lingma, CodeBuddy, WorkBuddy, etc.

② Skills ecosystems (optional integration)

If your AI tool supports a "Skills" mechanism (e.g. WorkBuddy / Claude), copy the folder into its skills directory to auto-trigger it:

• WorkBuddy: ~/.workbuddy/skills/wechat-graphic-monetization/
• Claude Code: ~/.claude/skills/wechat-graphic-monetization/

Other tools just use ① — no extra step needed.

💡 Both paths are equivalent: SKILL.md is the entry with auto-trigger metadata, UNIVERSAL.md is the tool-agnostic version.

flowchart TD
    Q[What do you want?] -->|Understand the model| R1[references/01-mode-overview.md]
    Q -->|Open showcase / alliance| R2[references/02-open-window.md]
    Q -->|Pick products| R3[references/03-product-selection.md]
    Q -->|Sell / write copy| R4[references/04-graphic-selling.md]
    Q -->|Review data| R5[references/05-data-review.md]
    Q -->|Withdraw / comply| R6[references/06-settlement-compliance.md]
    Q -->|Write viral cover/title| R7[references/07-graphic-creation.md]
    Q -->|Fix 0-views / scale| R8[references/08-traffic-matrix.md]
    style Q fill:#E54D42,color:#fff

wechat-graphic-monetization/
├── SKILL.md                      # Entry with auto-trigger metadata (Skills mechanism)
├── UNIVERSAL.md                  # Tool-agnostic version
├── README.md                     # This file (bilingual)
├── LICENSE                       # MIT
├── PROMO.md                      # Three-style promo copy (geek / RED / Twitter)
├── assets/                       # Visual assets + copy-ready templates
│   ├── banner.svg                # Hero banner
│   ├── badges/                   # Offline SVG badges (MIT / 8 stages / WeChat / AI / bilingual / updated)
│   ├── product-selection-checklist.md  # Product-selection checklist
│   ├── prompt-recipes.md         # 图文 selling copywriting prompts (four hook types)
│   ├── graphic-structure-template.md   # Qualified 图文 structure template
│   ├── title-formulas.md         # Title formula library
│   ├── dedup-checklist.md        # Image de-duplication checklist
│   ├── weekly-review-template.md # Weekly review table
│   ├── account-matrix-template.md     # Account matrix planning table
│   ├── 30-day-launch-calendar.md # 30-day cold-start calendar
│   └── pre-publish-compliance.md # Pre-publish compliance checklist
└── references/                   # Methodology split by stage
    ├── 01-mode-overview.md       # Mode: affiliate vs. store, matrix logic, 8 niches
    ├── 02-open-window.md         # Open showcase: real-name → window → permission → bind → alliance
    ├── 03-product-selection.md   # Selection: commission · sales · rating, supply chain vs. alliance
    ├── 04-graphic-selling.md     # Graphic selling: structure formula, product cards, cadence
    ├── 05-data-review.md         # Review: GMV vs. commission, settlement, weekly review
    ├── 06-settlement-compliance.md  # Settlement: withdrawal, credit score, violations, FAQ
    ├── 07-graphic-creation.md    # Creation: cover/title/body, modularity, AI rewrite, de-dup
    └── 08-traffic-matrix.md      # Traffic recovery + matrix scaling + RPA

⚠️ Read before you act — violations cost credit points or even get your showcase suspended:

1. Platform rules change: showcase / alliance thresholds, deposit, credit score, commission rates follow WeChat official latest rules.
2. No income promises: the 1%–50% commission is a reference range only; no sales / commission / case figure is a guarantee.
3. Benchmark ≠ plagiarism: 图文 selling is marketing — copying third-party content risks infringement; stay original.
4. Selection must match content: products must be highly relevant and solve pain / satisfy desire; keep one category per account.
5. No sensitive data leaks: certification identity, withdrawal bank card, WeChat ID / phone number stay out of public repos.

Compiled from public methodology and official WeChat rules for learning only — no income promise. Comply with WeChat Official Platform specs and your local laws.

• Contribute: Issues / PRs welcome — new selection strategies, new copy hooks, or better compliance wording.
• Roadmap: Cross-platform links (Channels short-video / live selling), 图文 automation scripts, data-review templates.

MIT — free to use, modify, and redistribute with attribution.