FuncWei/dsh-wechat-mp-studio

Name: FuncWei/dsh-wechat-mp-studio
Author: FuncWei

Plugin插件 Native原生 ⭐ 3 MIT Vision & Media视觉与多媒体 Notifications & Remote通知与远程 Dev Workflow开发与代码工作流

微信公众号内容生产工作台：防低创作度结构轮换写作法 + 视觉基线 + gpt-image 配图管线 + OCR 验收 + 小绿书草稿接口实测 (DeepSeek Harness 插件)

Project Overview项目介绍

Edited by Zhiwei Agent (zhiwei)由知微Agent(zhiwei)编辑

This is a native plugin built exclusively for DeepSeek Harness, designed to help WeChat Official Account content creators avoid the platform's "low creativity" flag that limits reach for recurring content accounts. It is built from real-world experience of an account that was flagged, remediated, and recovered, so all workflows are practical rather than theoretical. To install the plugin, you can run the command dsh plugin --profile web add github:FuncWei/dsh-wechat-mp-studio through the DSH CLI, and it will load the wechat-mp-studio skill on demand when you work on WeChat Official Account content, or you can invoke it explicitly with a plain text command.

The typical workflow starts with you telling the plugin your account positioning, including audience, persona, and monetization goals. Next, you can run the included generate_images.py script to generate templated cover images using your own GPT image API key. After generating the image, run ocr_verify.py to check that the text on the image matches your expected content, then sync the finished draft to the WeChat Official Account draft box via the pre-configured xiaolvshu API. Finally, you log the structure and image details to the included templates for anti-recency checks on future posts. This workflow is designed for creators that run recurring content accounts such as daily greetings, seasonal cards, or daily blessings.

This plugin is released under the open-source MIT license, so it is free to use and modify. It relies on third-party services including GPT image endpoints, MiniMax, and OpenCode Go, so you will need your own API keys and quota to use all features. Note that WeChat Official Account internal web APIs are undocumented and subject to change at any time, so the parameters included in this plugin are a point-in-time reference, and you should re-verify them before use. This plugin provides methodology and tooling, but it does not guarantee increased traffic or full compliance with all platform rules. Always follow WeChat platform rules and local regulations when using this tool.

这是一个专为DeepSeek Harness开发的原生插件，面向微信公众号内容创作，核心解决平台对低创意内容的限流问题，整套反同质化生产流程来自真实被限流账号的整改恢复经验，而非理论总结。安装十分简便，通过DSH命令行执行指令即可从GitHub拉取安装，安装后会在创作公众号内容时自动按需加载技能。

本插件提供了结构签名轮换、每日增量检测、祝福图片视觉基线检测、图上文字OCR校验、互动规则设置和草稿箱同步等功能，还内置了针对新榜（xiaolvshu）内部API的调优参数。用户提供账号受众、定位、商业化目标后，插件就能输出符合规范的内容文案和结构签名，规避平台低创意标记。

本插件基于MIT协议开源免费，使用Python脚本生成图片和验证文字，需要用户自行配置GPT图像API密钥。微信公众号的内部API随时可能变动，本插件提供的参数仅作参考，使用前需要重新验证，不保证一定能提升平台推荐流量。

View on GitHub在 GitHub 查看

Send to your DSH发给你的 DSH 安装

请帮我安装这个 DSH 插件。安装前先完成【兼容性检查 + 安全性检查】，检查通过再动手。

插件：dsh-wechat-mp-studio（FuncWei/dsh-wechat-mp-studio）
仓库：https://github.com/FuncWei/dsh-wechat-mp-studio
本站详情页：https://www.yhbd.top/plugins/funcwei-dsh-wechat-mp-studio/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证 MIT · ⭐ 3 · 最近提交 2026-08-16 · 主语言 Python

按下面顺序执行，每步先把结论告诉我，再进入下一步：

【1 兼容性检查】
① 我这边：DSH 版本、Node 版本、操作系统、当前 profile（web / desktop）。
② 读它的 README、package.json、插件 manifest，列出它要求的 DSH 版本 / Node 版本 / 操作系统 / 外部依赖 / 需要另外先装的运行时。
③ 逐条比对，结论只写「满足 / 不满足 / 未知」三种；不满足的给出可行替代方案。
④ 检查是否和我已装的插件冲突：命令名重复、skill / tool 重名、端口占用、重复注册的 MCP server。

【2 安全性检查】
① 仓库可信度：和上面「本站登记」是否一致；star / fork 数、创建时间、最近提交，是否归档或长期停更。
② 安装脚本：逐行看 package.json 的 preinstall / install / postinstall，以及 install.sh、setup.ps1 之类脚本。出现 curl|bash、下载后直接执行、混淆代码、访问与插件功能无关的域名，立刻停下来告诉我，不要继续装。
③ 依赖：列出新增依赖，标出无人维护、或与知名包拼写近似的可疑包（typosquatting）。
④ 权限与副作用：它会读写哪些目录、访问哪些域名、需要哪些 DSH 权限（filesystem / network / shell / clipboard 等），以及怎么卸载和回滚。
⑤ 如果它要求 sudo / 管理员权限，或权限明显超出功能所需，先停下来问我。

【3 安装】
上面两步没有「不满足」和「高危项」时才执行；用官方推荐方式安装，不要自行提权。

【4 汇报】
用表格输出：检查项 / 结论 / 依据 / 是否需要我决策。拿不准的一律写「未知」并说明要我怎么确认——不要猜，也不要替我决定。

Send this message to DSH in your current session: it verifies compatibility and security first (answering met / not met / unknown item by item) and only installs once everything checks out — it will stop and ask you if it finds a high-risk item. The box scrolls; the copy is the full prompt. CLI install commands may not be accurate across systems, so DSH is the safer route.把上面这条消息直接发给当前会话里的 DSH：它会先核对兼容性与安全性（逐条给「满足 / 不满足 / 未知」），确认没问题再安装，有高危项会停下来问你。框内可滚动，复制到的是完整提示词；安装命令不一定准确，发给 DSH 更稳。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 项注意

Only 3 stars - very few users, little community feedback星标只有 3，几乎没人在用，遇到问题缺少社区反馈

DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时（Electron / Python / Docker 等）是否齐备
Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突：命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致，是否归档或长期停更
Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需（filesystem / network / shell / clipboard）
Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限，以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照，不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装（适合开发者）

CLI Install命令行安装

dsh plugin --profile web add dsh-wechat-mp-studio

把 FuncWei/dsh-wechat-mp-studio 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

5.2 KB · 缓存于 2026-08-27 05:41:45 · 5.2 KB

dsh-wechat-mp-studio

WeChat Official Account content studio for DeepSeek Harness

中文 | English

The first open-source plugin to package the anti-“low creativity” playbook for WeChat Official Account (公众号) content production — distilled from a real account that got flagged by the platform, went through remediation, and recovered. Not theory.

The problem

Recurring-content accounts (morning greetings, goodnight wishes, solar-term cards, homilies, blessing cards…) rarely fail because they “write badly”. They fail because the platform flags them as low creativity and turns off public recommendation. The platform scores a combination of signals — category × format × frequency × fixed phrases:

The same greeting text on every image, the same title prefix, the same hashtags, day after day;
Multiple near-duplicate posts per day cannibalizing each other;
Templated structure: five posts with the same skeleton = low-creativity signal.

This plugin provides an executable anti-homogenization production pipeline: structure-signature rotation, the “daily delta” test, a visual baseline for blessing images, OCR acceptance for on-image text, interaction rules, and draft-box sync — including measured parameters for the xiaolvshu (newspic) internal web API.

What's inside

Capability	Details
Rotation writing method	Six-variable structure signatures, anti-recency selection, six anti-homogenization self-checks, anti-AI-slop language rules
Daily delta test	Delete test / replace test, seven rotating “conversation starter” sources
Low-creativity remediation	Root-cause analysis, remediation direction, recovery cadence, filter rules for common advice (de-identified)
Visual baseline	Quantified “festive at a glance, clear on second look, credible on third” standard + 8 acceptance checks
Image pipeline	Native 2.35:1 cover prompt template, anti-typo rules for on-image Chinese text, OCR acceptance SOP, troubleshooting
Interaction guide	One primary call-to-action (+ at most one secondary), fixed comment prompts, red lines, closing three-part formula
Publishing	Measured xiaolvshu (newspic) draft web API: upload `scene=5`, full `operate_appmsg type=77` form + format switches
Scripts	`generate_images.py` (templated image generation), `ocr_verify.py` (macOS Vision / MiniMax M3 dual backends)
Log templates	Structure log and image log templates (the rotation ledger)

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要，完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

渲染基于仓库 FuncWei/dsh-wechat-mp-studio 的 README.md。在 GitHub 查看原文 →