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ChenShuo2004/cs-skills

陈硕的 Codex Skills 与 AI 工作流手册：把产品、内容、调研与交付沉淀为可复用的智能工作流。

Codex Engineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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`cs-auto-videl/SKILL.md`

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View on GitHub Add to my skills

Verified commit 6f5009d710ed73eeda6bd13e5be4f902ce56d7c5

Version-pinned installation · Codex

git clone --filter=blob:none --no-checkout https://github.com/ChenShuo2004/cs-skills.git .hotskills/chenshuo2004-cs-skills && git -C .hotskills/chenshuo2004-cs-skills checkout --detach 6f5009d710ed73eeda6bd13e5be4f902ce56d7c5
# Copy each selected skill directory from .hotskills/chenshuo2004-cs-skills into .agents/skills/<skill-name>/

207GitHub stars

3stars in 7 days

26skills in this repository

1commit in 30 days

Heat

3.7

Star growth, last 7 daysNot available
Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

30-day change not yet available: not enough history.

Individual skills in this repository

cs-auto-videl cs-auto-videl
cs-chatcut cs-chatcut
cs-chatcut-video-blueprint cs-chatcut-video-blueprint
cs-checkpoint-version cs-checkpoint-version
cs-clean-code cs-clean-code
cs-code-story-video cs-code-story-video
cs-code-video cs-code-video
cs-codex-image cs-codex-image
cs-digital-human-product-video-pipeline cs-digital-human-product-video-pipeline
cs-ending-time cs-ending-time
cs-frontend-design cs-frontend-design
cs-github-push cs-github-push
cs-guoshen cs-guoshen
cs-kai-cover cs-kai-cover
cs-knowledge-film cs-knowledge-film
cs-narration-phrase-timeline cs-narration-phrase-timeline
cs-personal-ip-script cs-personal-ip-script
cs-pixel-explainer cs-pixel-explainer
cs-ralph-runner cs-ralph-runner
cs-recover-skill cs-recover-skill
cs-run cs-run
cs-search-skill cs-search-skill
cs-video-download cs-video-download
cs-web-promo-film cs-web-promo-film
cs-writer cs-writer
cs-xiaohuang-skill cs-xiaohuang-skill

How it works

Choose a skill

cs-auto-videl

When your agent uses it

Use when the user types $cs-auto-videl or asks for Douyin/TikTok ecommerce video workflows, including competitor replication, strong-Hook nine-grid prompt_image.md to image2 storyboards, Seedance prompts/API submission, Gemini Omni first-frame video, or Google Flow/Veo first-frame-to-video packages.

What it loads into context

Frontmatter

75 tokens

Always available to the agent

SKILL.md

2,213 tokens

When the skill is activated

Reference documents

33,791 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Platform Mode Selection
Route Selection
Core Contract
Audio Modes
按需加载与交付

Scripts executed separately

scripts/extract_copy_review_frames.py
scripts/seedance_submit.py
tests/test_google_flow_contract.py
tests/test_prompt_image_contract.py
tests/test_route_contract.py
tests/test_seedance_audio_contract.py

Files

SKILL.mdcore9,764 bytes
SKILL.mdcore9,764 bytes
agents/openai.yamlasset372 bytes
references/copy-extraction.mddoc2,317 bytes
references/delivery-modes.mddoc4,156 bytes
references/feishu-fields.mddoc999 bytes
references/google-flow-mode.mddoc5,553 bytes
references/grid-to-video-workflow.mddoc4,042 bytes
references/nine-grid-workflow.mddoc4,471 bytes
references/product-fidelity-gate.mddoc3,510 bytes
references/production-quality.mddoc7,103 bytes
references/prompts/00-prompt-image.mddoc15,224 bytes
references/prompts/01-video-breakdown.mddoc7,315 bytes
references/prompts/02-copy-extract.mddoc2,247 bytes
references/prompts/03-script-framework.mddoc4,811 bytes
references/prompts/04-replication-blueprint.mddoc9,702 bytes
references/prompts/05-copy-rewrite.mddoc2,218 bytes
references/prompts/06-storyboard-prompt.mddoc7,027 bytes
references/prompts/07-seedance-video-prompt.mddoc19,833 bytes
references/prompts/08-nine-grid-video-prompt.mddoc6,222 bytes
references/quality-checklist.mddoc10,109 bytes
references/replication-workflow.mddoc4,770 bytes
references/seedance-api.mddoc6,771 bytes
references/seedance-rules.mddoc5,433 bytes
references/workflow.mddoc4,301 bytes
scripts/extract_copy_review_frames.pyruns3,051 bytes
scripts/seedance_submit.pyruns17,721 bytes
tests/test_google_flow_contract.pyruns1,636 bytes
tests/test_prompt_image_contract.pyruns1,076 bytes
tests/test_route_contract.pyruns3,779 bytes
tests/test_seedance_audio_contract.pyruns3,698 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# auto Videl

This is the user's local `CS Auto Videl` skill, invoked as `$cs-auto-videl`.

It runs Douyin/TikTok ecommerce information-feed video workflows. Use it when the user wants to analyze a benchmark short video, replace the product, generate actual storyboard images from `prompt_image.md` with image2, turn user-provided nine-frame storyboards into a final video, generate Seedance 2.0 prompts, prepare Gemini Omni or Google Flow/Veo first-frame-to-video packages, optionally submit Seedance API generation tasks with their own locally configured API key, or consolidate results into Feishu.

## Platform Mode Selection

Before writing final video-generation deliverables, identify the target platform mode. If the user has not named a mode, ask which mode to use only when it changes the requested generation or final platform prompt. Reuse the platform already established in the session; platform-independent analysis can proceed:

- `seedance`: Seedance/C端2.0 prompts, storyboard references, optional API dry-run or submission.
- `gemini-omni`: 8-second first-frame-to-video units with first-frame images and Gemini Omni prompts.

View the complete source on GitHub

cs-chatcut

When your agent uses it

当用户要规划一条 ChatCut 短视频，或需要从内容想法到首个 ChatCut 项目的零到一操作指引时使用：先选择最值得做的主题和唯一核心观点，再完成可确认的中文口播稿、素材清单、Motion Graphics 方案、声音方向和逐镜头总表，并说明在 ChatCut 中的交接步骤。用于短视频策划、人工组装前的准备和操作上手；不要用于直接修改时间线、导入导出素材、电商视频复刻、长文写作或外部事实调研。除非用户指定其他语言，默认使用中文输出。

What it loads into context

Frontmatter

151 tokens

Always available to the agent

SKILL.md

5,797 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

目标与边界
操作指南资源
内容与想法阶段
语言规则
输入 brief 门槛
工作流程
口播稿质量规则
固定输出格式
素材筛选规则
质量检查
路由边界

Files

SKILL.mdcore21,514 bytes
agents/openai.yamlasset284 bytes
references/zero-to-one-guide.htmlasset62,875 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# ChatCut 视频策划与操作指南

## 目标与边界

把零散的内容、观点和视频想法收敛成一条有明确受众、观点、证据和行动目标的短视频，再整理为可执行的制作蓝图，帮助用户准备素材并在 ChatCut 中完成组装。

## 操作指南资源

当用户需要安装 ChatCut Agent、了解从确认脚本到导出成片的操作流程，或排查首次使用的常见步骤时，查阅 `references/zero-to-one-guide.html`。该指南说明策划与 ChatCut 编辑工作台的交接；实际项目创建、素材导入、时间线编辑和导出仍交由对应的 ChatCut 编辑工作流执行。

严格保持策划边界：

View the complete source on GitHub

cs-chatcut-video-blueprint

When your agent uses it

将自媒体素材、内容想法或已有口播写成中文剧本与制作蓝图，附逐镜分镜、逐图图片提示词和按需的视频动作提示词。用于选题、剧本、分镜与制作前文本交接；不操作项目，不生成或导出媒体。

What it loads into context

Frontmatter

79 tokens

Always available to the agent

SKILL.md

1,323 tokens

When the skill is activated

Reference documents

5,882 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

按请求决定交付深度
自媒体故事开发
口播质量
制作蓝图
执行边界与完成

Files

SKILL.mdcore5,035 bytes
agents/openai.yamlasset361 bytes
assets/self-media-package.mddoc2,119 bytes
references/blueprint-format.mddoc7,771 bytes
references/product-handoff.mddoc1,409 bytes
references/self-media-script.mddoc3,817 bytes
references/shot-prompts.mddoc6,131 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS 自媒体剧本与制作蓝图

把真实素材变成可录制、可拍摄、可逐图准备的视频文本包，适用于观点口播、项目复盘、教程演示和情景短剧。可交接到 ChatCut 或其他匹配工具；名称保留原调用方式，文本交付不依赖 ChatCut。默认简体中文。

## 按请求决定交付深度

- 只选题：去重、比较受众相关性、观点张力、事实支撑和制作可行性，推荐一个主题。只有比较确有帮助时才打分。
- 只写口播：直接给可复制的完整稿件，不展开分镜。
- 要自媒体剧本包、剧本附分镜分图提示词或完整蓝图：连续完成正文、视觉约定、逐镜分镜、逐图图片提示词、按需的动作提示词与素材缺口；不要求用户额外说“端到端”。
- 已有稿件只补分镜或提示词：保留原稿、已定风格和台词，只交付点名范围；不重开选题、不重写正文。
- 用户要求“先给我选题”“稿子确认后再继续”时，按其明确阶段停下。已有确认继续有效；需要改变已锁定事实、立场或稿件时才说明变更。

View the complete source on GitHub

cs-checkpoint-version

When your agent uses it

Use when the user asks to save the current repository version, create a rollback point, checkpoint dirty worktree changes, preserve staged/unstaged/untracked files before risky edits, or restore a prior checkpoint. Trigger for "$cs-checkpoint-version", "保存当前版本", "方便回退", "回退点", "checkpoint", "rollback", "restore checkpoint", or similar wording.

What it loads into context

Frontmatter

89 tokens

Always available to the agent

SKILL.md

1,027 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Purpose
Rules
Save Workflow
Restore Workflow
Script Outputs
Common Mistakes
Verification

Scripts executed separately

scripts/create-checkpoint.ps1
scripts/restore-checkpoint.ps1
tests/cs-checkpoint-version.tests.ps1

Files

SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
SKILL.mdcore4,546 bytes
agents/openai.yamlasset309 bytes
scripts/create-checkpoint.ps1runs5,000 bytes
scripts/restore-checkpoint.ps1runs3,075 bytes
tests/cs-checkpoint-version.tests.ps1runs5,481 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# Checkpoint Version

## Purpose

Use this skill to create a local, file-based rollback point for one Git repository.

The default goal is safety: preserve the current branch, HEAD, staged diff, unstaged diff, and untracked files without creating a commit or changing the branch.

## Rules

- Work in one Git repository root. Confirm with `git rev-parse --show-toplevel`.
- Create a checkpoint when requested or when this change needs a rollback artifact; do not snapshot every routine edit. Reuse a verified checkpoint only if HEAD, staged/unstaged diffs and untracked inputs have not changed.

View the complete source on GitHub

cs-clean-code

When your agent uses it

整理代码、重构、审查实现、修复已定位问题或同步开发文档时使用。聚焦需求与业务行为、最小修改和本地验证；Git 或部署收尾由 cs-ending-time 处理。

What it loads into context

Frontmatter

59 tokens

Always available to the agent

SKILL.md

655 tokens

When the skill is activated

Reference documents

652 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

先定位再修改
按风险选择工作量
修改与验证
交付

Files

SKILL.mdcore2,621 bytes
agents/openai.yamlasset311 bytes
references/review-checklist.mddoc3,281 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Clean Code

让实现符合需求，降低维护成本。保留现有框架、公共接口与用户改动；不为风格一致重写可用模块。

## 先定位再修改

读取拥有该行为的代码、相关项目指令、测试和错误证据。Bug 先复现或找到可追溯的失败路径，再解释原因和最小修复。

明确请求是审查还是修改：只要求 review 时给发现，不自动修复；要求整理、修复时直接执行。可推断的命名、目录和实现细节自行决定。

## 按风险选择工作量

View the complete source on GitHub

cs-code-story-video

When your agent uses it

把中文口播、角色和参考素材制作成可验收的 16:9 代码叙事视频：A-roll 角色讲述、全屏场景 B-roll、真实音频时码、Remotion 样片与成片、3:4/4:3 杂志风封面。仅用于代码驱动的叙事视频，不替代 ChatCut 剪辑、数字人产品片或电商复刻。

What it loads into context

Frontmatter

108 tokens

Always available to the agent

SKILL.md

1,353 tokens

When the skill is activated

Reference documents

1,389 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

何时使用
输入与工作目录
从内容到成片
交付

Scripts executed separately

assets/starter/package.json
assets/starter/src/covers.tsx
assets/starter/src/index.ts
assets/starter/src/model.ts
assets/starter/src/root.tsx
assets/starter/src/scenes.tsx
assets/starter/src/video.tsx
scripts/phrases-to-srt.mjs
scripts/scaffold.mjs
scripts/validate-story.mjs
tests/pipeline.test.mjs

Files

SKILL.mdcore4,791 bytes
agents/openai.yamlasset376 bytes
assets/starter/package.jsonruns1,048 bytes
assets/starter/public/kai-pixel.pngasset403,100 bytes
assets/starter/src/covers.tsxruns5,903 bytes
assets/starter/src/index.tsruns89 bytes
assets/starter/src/model.tsruns1,100 bytes
assets/starter/src/root.tsxruns895 bytes
assets/starter/src/scenes.tsxruns2,298 bytes
assets/starter/src/video.tsxruns3,639 bytes
assets/starter/story.jsonasset567 bytes
assets/starter/tsconfig.jsonasset310 bytes
references/qa.mddoc1,419 bytes
references/story-contract.mddoc3,093 bytes
scripts/phrases-to-srt.mjsruns3,550 bytes
scripts/scaffold.mjsruns2,090 bytes
scripts/validate-story.mjsruns7,075 bytes
tests/pipeline.test.mjsruns5,837 bytes

Read SKILL.md


# CS 代码叙事视频

把一条故事做成可重复渲染的画面。角色在 A-roll 讲述；B-roll 用独立的全屏场景演出事件，而不是把信息面板放大或换字。默认 KAI 像素角色、1920×1080、30fps、无 BGM、无烧录口播字幕。角色、配色和场景可随项目替换；不能把《人生意义》的七章、台词和镜头当成通用模板。

## 何时使用

- 用户要把自己的主题、口播或录音做成代码渲染的叙事短片，并希望交付视频、字幕时间文件和封面。
- 只要写真实项目的个人 IP 口播，优先 `$cs-personal-ip-script`；只要最终音频的短语时码，使用 `$cs-narration-phrase-timeline`；要 ChatCut 策划或产品数字人视频，使用各自专用 Skill。当前 Skill 在完整制作过程中按实际需要使用这些能力，不强迫所有项目经过它们。

## 输入与工作目录

从用户给出的主题、稿件、原声、人物和参考资料中提取信息；不把参考画面、录音或未经核实的数据复制到新片中。已有工程就继续原工程；新工程默认建在当前工作区 `video/<项目名>/`。原素材保持只读，复制工作副本并记录 SHA-256。Skill 仓库只存可复用的代码、KAI 默认像素角色与测试，不收录用户项目的原声、稿件或导出视频。

先读 [项目与镜头合同](references/story-contract.md)。可用 [`scripts/scaffold.mjs`](scripts/scaffold.mjs) 从 [`assets/starter/`](assets/starter/) 建工程；只在新目录运行它，不覆盖已有工程。

View the complete source on GitHub

cs-code-video

When your agent uses it

用代码做动画视频：页面暴露 render(t)，Playwright 逐帧截图 + FFmpeg 合成 mp4，可接合成配乐、出图和配音。通用模式先明确主题、规格、风格和声音，出风格卡、分镜与关键帧后逐镜制作；Vibe知识大赏模式额外查证来源、记录真实素材许可、先渲 10 秒样片。触发词包括 $cs-code-video、用代码做视频、知识解说动画、Vibe知识大赏、来源可核查的代码科普片、KAI 教程片、像素动画、片头。固定暗夜星空系列用 cs-knowledge-film，固定像素解说系列用 cs-pixel-explainer；真实网页演示、电商视频和 ChatCut 策划各用对应 skill。

What it loads into context

Frontmatter

196 tokens

Always available to the agent

SKILL.md

4,524 tokens

When the skill is activated

Reference documents

17,664 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

交付边界
导演铁律（每支片都适用，写进 brief 的 `<direction>`）
先读什么
工具
工作方式
验证

Scripts executed separately

assets/crt.js
assets/kai-boy-3d.js
assets/kai-cat-3d.js
assets/kai-cat.js
assets/layers.js
assets/voice/tts.py
assets/voice/配音.bat
scripts/audio.py
scripts/gen_image.py
scripts/qa.py
scripts/render.mjs
scripts/verify_video.py

Files

SKILL.mdcore15,091 bytes
SKILL.mdcore15,091 bytes
SKILL.mdcore15,091 bytes
SKILL.mdcore15,091 bytes
SKILL.mdcore15,091 bytes
agents/openai.yamlasset450 bytes
assets/crt.jsruns3,617 bytes
assets/kai-boy-3d.jsruns14,917 bytes
assets/kai-cat-3d.jsruns13,965 bytes
assets/kai-cat.jsruns12,350 bytes
assets/layers.jsruns9,897 bytes
assets/reference-wizard.htmlasset23,540 bytes
assets/template.htmlasset5,655 bytes
assets/voice/tts.pyruns1,817 bytes
assets/voice/配音.batruns176 bytes
references/brief-template.mddoc3,681 bytes
references/code-stack.mddoc4,159 bytes
references/craft-rules.mddoc6,257 bytes
references/director.mddoc8,594 bytes
references/hybrid.mddoc6,919 bytes
references/qa.mddoc2,274 bytes
references/signature.mddoc10,356 bytes
references/tutorial.mddoc5,286 bytes
references/vibe-knowledge.mddoc6,826 bytes
scripts/audio.pyruns9,685 bytes
scripts/gen_image.pyruns7,859 bytes
scripts/qa.pyruns4,165 bytes
scripts/render.mjsruns5,347 bytes
scripts/verify_video.pyruns2,502 bytes
style-log.mddoc1,323 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# CS 代码视频

模型不直接生成视频。它写一个网页，网页暴露 `window.render(t)` 画出第 t 秒，脚本逐帧截图，再用 FFmpeg 合成 mp4。配乐和音效用 numpy 合成，配音用 edge-tts。

一句话提示词做视频是抽卡，效果不可控，也复现不了。本 skill 的做法：**先把规划摆到用户面前，确认了再动手**。5 项输入 → 导演层 → 三张风格卡 → **分镜表（等确认）** → **3 张关键帧（等确认）** → `brief.md` → 逐镜头制作 → 自评 ≥8 分 → 交付。

用户明确要 **Vibe 知识大赏或来源可核查的代码科普片**时，按 [references/vibe-knowledge.md](references/vibe-knowledge.md) 的六步模式执行。它在研究、真实素材、输入默认值、KAI 角色和 10 秒样片上的规则优先于下文通用模式；渲染和 QA 仍用本 skill 的工具。

**管线固定，画面不固定。** 渲染、配音、混音、QA 每次一样；画面语言每次从选题里长出来，再套上陈硕的签名层。不要先拿模板再塞内容。

## 交付边界

View the complete source on GitHub

cs-codex-image

When your agent uses it

通过 Codex 内置生图生成或编辑图片，并将该能力接入 Claude Code、Claude 桌面版或其他本地 MCP Agent。用于 cs-codex-image、内置生图、不用 API Key 出图、Claude 调用 Codex 生图。固定 KAI 封面和小黄角色仍由对应品牌 Skill 决定视觉规范。

What it loads into context

Frontmatter

90 tokens

Always available to the agent

SKILL.md

840 tokens

When the skill is activated

Reference documents

1,418 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

按当前宿主执行
MCP 出图流程
可复制调用

Scripts executed separately

scripts/install.mjs
scripts/package.json
scripts/runtime.mjs
scripts/server.mjs
scripts/smoke.mjs
tests/runtime.test.mjs

Files

SKILL.mdcore3,308 bytes
agents/openai.yamlasset289 bytes
references/setup.mddoc5,395 bytes
scripts/install.mjsruns5,572 bytes
scripts/package-lock.jsonasset42,364 bytes
scripts/package.jsonruns257 bytes
scripts/runtime.mjsruns5,612 bytes
scripts/server.mjsruns10,641 bytes
scripts/smoke.mjsruns2,867 bytes
tests/runtime.test.mjsruns4,152 bytes

Read SKILL.md


# CS Codex Image

交付真实图片与保存路径，或可验证的 Claude 生图连接。使用已有 ChatGPT/Codex 登录；不切换到图片 API。复制 Skill 说明不会自动赋予其他宿主内置工具，Claude 需要下面的 MCP 桥接。

## 按当前宿主执行

- **Codex 已提供内置图片工具**：直接调用内置工具。新图描述主体、构图、用途、画风和文字；编辑图先查看目标，明确参考图角色与保持项。生成后查看图片，并将项目资产保存进项目目录。
- **Claude 或其他本地 Agent**：已连接 `codex-image` 时直接用 MCP；需要接入或工具缺失时，读取 [安装与恢复](references/setup.md)，运行随 Skill 提供的安装器。安装 Skill 本身不自动改 MCP 配置、不安装依赖或消耗出图额度。
- **只有 Skill，没有内置工具或可用 Codex**：完成只读预检并说明实际缺口。不要用 SVG、程序绘图或其他服务冒充内置生成，不索取 API Key。

品牌任务保留 `cs-kai-cover` 或 `cs-xiaohuang-skill` 的角色和排版规范；本 Skill 只承担内置出图与连接。生成流程不附加上传、发布或视频渲染。

## MCP 出图流程

View the complete source on GitHub

cs-digital-human-product-video-pipeline

When your agent uses it

当用户要把产品事实、口播、数字人、产品界面和 CTA 制作成可验收的数字人产品介绍视频时使用：统一预检 ChatCut、FFmpeg、ComfyUI、Fish/TTS 与 Remotion，按 plan、sample、batch 三种模式编排，先完成可审批样片再批量或出成片。用于有明确产品包的横版/竖版产品视频流水线；不要用于通用自动剪辑、电商短视频复刻、纯视频选题策划或未经确认的批量生成与发布。

What it loads into context

Frontmatter

140 tokens

Always available to the agent

SKILL.md

3,042 tokens

When the skill is activated

Reference documents

2,726 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

目标与边界
默认规格
输入与输出
运行模式
启动预检
七阶段编排
ChatCut 与 Remotion 的协作
样片审批与批量边界
最终验收
与其他 Skill 的交接
授权与停止规则

Scripts executed separately

scripts/validate-product-pack.mjs
tests/validate-product-pack.tests.mjs

Files

SKILL.mdcore11,441 bytes
agents/openai.yamlasset376 bytes
references/chatcut-remotion-verification.mddoc2,673 bytes
references/product-pack-contract.mddoc3,218 bytes
references/stage-contracts.mddoc3,773 bytes
scripts/validate-product-pack.mjsruns4,744 bytes
tests/fixtures/invalid-product-pack.jsonasset631 bytes
tests/fixtures/valid-product-pack.jsonasset1,192 bytes
tests/validate-product-pack.tests.mjsruns911 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# CS 数字人产品视频流水线

## 目标与边界

把“数字人 + 产品证据画面 + 包装 + 成片”变成可恢复、可审批、可验收的生产流程。Codex 统一状态、规格、事实追溯和质量闸门；ChatCut 是剪辑真相源；ComfyUI 与 Fish/TTS 负责本地生成；Remotion 负责确定性包装和最终渲染。

本 Skill 借鉴分阶段管线、预检、审批关卡和最终验收的做法，但不复制任何多供应商编排系统。不要猜测本机接口、凭据、模型、工作流文件或项目路径；缺少配置时如实标记状态。

只处理有明确产品包的数字人产品介绍视频。它不是通用“把一堆素材自动剪成 MP4”的入口，也不替代 $cs-chatcut-video-blueprint 的内容策划。

## 默认规格

View the complete source on GitHub

cs-ending-time

When your agent uses it

完成已实现功能的验证、Git 提交/推送、PR 或部署交付。按用户在会话中已授权的动作执行，核对仓库、提交与真实部署结果；单纯本地收尾不自动公开发布。

What it loads into context

Frontmatter

63 tokens

Always available to the agent

SKILL.md

905 tokens

When the skill is activated

Reference documents

434 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

范围与授权
本地交付
部署
交付报告

Files

SKILL.mdcore3,572 bytes
agents/openai.yamlasset310 bytes
references/production-concurrency.mddoc2,038 bytes

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Ending Time

将本次功能交付到用户指定的目标，并提供可追溯证据。适用于 Git 和实际项目部署流程；不强制项目使用 GitHub 或 Vercel。

## 范围与授权

先核对仓库根目录、分支、相关 diff、目标服务/环境及用户已有授权。同一请求可授权多个步骤，“提交并推送”不用逐项再问。沿用项目指令中的提交约定。

| 用户请求 | 可执行范围 |
| --- | --- |
| 检查、优化、收尾 | 必要实现与本地验证，不自动推送或发布。 |
| 提交 / commit | 检查、限定范围暂存和提交。 |

View the complete source on GitHub

cs-frontend-design

When your agent uses it

设计、实现、迭代或评审真实前端页面与交互流程，包括 SaaS、仪表盘、编辑器、落地页和可视化工具。关注产品任务、现有设计语言、可达状态与浏览器验证；不用于纯后端工作。

What it loads into context

Frontmatter

72 tokens

Always available to the agent

SKILL.md

744 tokens

When the skill is activated

Reference documents

530 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Work Modes
产品与视觉判断
实现与验收
交付

Files

SKILL.mdcore2,978 bytes
agents/openai.yamlasset321 bytes
references/execution-contract.mddoc2,603 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Frontend Design

先理解页面给谁用、主要动作是什么、完成后应发生什么。检查现有页面、路由、组件、设计 tokens 与真实数据，再作设计决定。

## Work Modes

- Build：交付可运行的页面或完整用户流程。
- Iterate：解决指定体验问题，保留产品目的与已有视觉语言。
- Review：交付具体发现、证据和修复优先级，不擅自改代码。

目标明确时直接执行。小改动只需简短说明；新页面或复杂流程可内部整理 Page Spec。多状态流程可用 State Matrix；简单静态改动不用填表。只有需要更详细交接时读 [execution contract](references/execution-contract.md)。

View the complete source on GitHub

cs-github-push

When your agent uses it

将已完成的本地改动安全提交并推送到 GitHub，或为已提交的改动创建 PR；适用于用户要求推送、同步仓库、发布 skill 或核验远端提交。需要部署网站或应用时使用 cs-ending-time。

What it loads into context

Frontmatter

69 tokens

Always available to the agent

SKILL.md

1,003 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

适用边界
推送流程
决策规则
交付报告

Files

SKILL.mdcore3,801 bytes
agents/openai.yamlasset311 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# CS GitHub Push

把“本地做好了”变成可核验的 GitHub 结果。处理一次明确的仓库交付：确认来源和范围、完成必要检查、提交、推送，并用远端状态证明结果。

## 适用边界

- 适用：推送已有改动、发布新增 skill、同步 README／文档、创建用户要求的 PR、核验某次推送是否真的到达 GitHub。
- 如果实现尚未完成，先完成实现与必要验证，再进入本流程。
- 如果还需要部署网站或应用，用 `$cs-ending-time` 管理完整交付；本 skill 的终点是 GitHub，不把推送等同于上线。
- 用户只是询问如何推送时，解释流程即可；不要因此修改远端。

## 推送流程

View the complete source on GitHub

cs-guoshen

When your agent uses it

发布前检查视频、口播稿、标题与发布文案在小红书、抖音、B站、视频号的风险，联合语音、字幕和画面定位问题，交付有依据的报告及最小修改清单；也用于拒审、加热失败与修改后复查。不保证过审，不自动投稿或公开案例。

What it loads into context

Frontmatter

89 tokens

Always available to the agent

SKILL.md

1,477 tokens

When the skill is activated

Reference documents

21,916 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

选择检查模式
执行
判断边界
案例与后续动作

Scripts executed separately

scripts/build_review_context.py
scripts/extract_video.py
scripts/prepare_review.py
scripts/resource_paths.py
scripts/scan_candidates.py
scripts/test_candidates.py
scripts/test_framework.py
scripts/test_resource_paths.py
scripts/validate_framework.py
tests/test_prepare_review.py

Files

.github/CONTRIBUTING.mddoc2,145 bytes
.github/ISSUE_TEMPLATE/case.ymlasset1,426 bytes
.github/ISSUE_TEMPLATE/config.ymlasset27 bytes
.github/ISSUE_TEMPLATE/rule-change.ymlasset757 bytes
.github/pull_request_template.mddoc297 bytes
.github/workflows/validate.ymlasset511 bytes
.gitignoreasset118 bytes
LICENSEasset1,085 bytes
README.mddoc1,427 bytes
SKILL.mdcore5,679 bytes
agents/openai.yamlasset364 bytes
cases/README.mddoc2,774 bytes
cases/examples/EX-0001.jsonasset621 bytes
cases/examples/EX-0002.jsonasset670 bytes
cases/examples/EX-0003.jsonasset641 bytes
cases/examples/EX-0004.jsonasset690 bytes
cases/examples/EX-0005.jsonasset666 bytes
cases/insights/README.mddoc538 bytes
cases/records/README.mddoc210 bytes
docs/README.mddoc1,611 bytes
docs/ai-review.mddoc5,198 bytes
docs/changelog.mddoc1,522 bytes
docs/community.mddoc3,538 bytes
docs/development.mddoc2,182 bytes
docs/illustrations/01-review.pngasset607,092 bytes
docs/illustrations/02-rules.pngasset1,339,859 bytes
docs/illustrations/03-cases.pngasset1,452,892 bytes
docs/illustrations/README.mddoc1,082 bytes
docs/overview.mddoc2,925 bytes
docs/redbox-review.mddoc3,780 bytes
docs/rule-lifecycle.mddoc2,962 bytes
docs/strict-publishing-standard.mddoc2,426 bytes
docs/third-party-notices.mddoc483 bytes
docs/usage.mddoc2,366 bytes
references/delivery.mddoc2,077 bytes
references/upstream.mddoc1,007 bytes
references/workflow.mddoc2,952 bytes
requirements-dev.txtdoc33 bytes
resources/README.mddoc464 bytes
resources/VERSIONasset6 bytes
resources/profiles/README.mddoc1,071 bytes
resources/profiles/strict-address.jsonasset1,679 bytes
resources/references/README.mddoc1,279 bytes
resources/references/checklist.mddoc158 bytes
resources/references/extraction.mddoc3,542 bytes
resources/references/github-projects.mddoc3,052 bytes
resources/references/local-reference-review.mddoc2,411 bytes
resources/references/platforms.mddoc145 bytes
resources/references/report-and-tests.mddoc2,890 bytes
resources/references/source-refresh.mddoc3,682 bytes
resources/references/sources.jsonasset15,048 bytes
resources/references/user-profile.jsonasset898 bytes
resources/rules/README.mddoc951 bytes
resources/rules/common/checklist.mddoc10,865 bytes
resources/rules/common/rules.jsonasset7,644 bytes
resources/rules/history/sources-2026-09-06.jsonasset13,696 bytes
resources/rules/index.jsonasset659 bytes
resources/rules/platforms/bilibili.jsonasset3,019 bytes
resources/rules/platforms/bilibili.mddoc809 bytes
resources/rules/platforms/douyin.jsonasset3,153 bytes
resources/rules/platforms/douyin.mddoc930 bytes
resources/rules/platforms/wechat_channels.jsonasset3,528 bytes
resources/rules/platforms/wechat_channels.mddoc1,679 bytes
resources/rules/platforms/xiaohongshu.jsonasset3,330 bytes
resources/rules/platforms/xiaohongshu.mddoc1,092 bytes
resources/schemas/README.mddoc854 bytes
resources/schemas/case.schema.jsonasset3,061 bytes
resources/schemas/rule.schema.jsonasset2,397 bytes
scripts/README.mddoc1,625 bytes
scripts/build_review_context.pyruns3,741 bytes
scripts/extract_video.pyruns9,374 bytes
scripts/ocr.swiftasset1,996 bytes
scripts/prepare_review.pyruns9,988 bytes
scripts/resource_paths.pyruns831 bytes
scripts/scan_candidates.pyruns7,463 bytes
scripts/test_candidates.pyruns2,791 bytes
scripts/test_framework.pyruns3,221 bytes
scripts/test_resource_paths.pyruns4,407 bytes
scripts/validate_framework.pyruns3,233 bytes
tests/test_prepare_review.pyruns5,652 bytes

Read SKILL.md


# CS 过审预检

把发布风险检查接入内容生产：稿件阶段提前改，成片阶段按真实时码定位，修改后只复查受影响内容及其上下文。默认中文；未指定平台时检查小红书、抖音、B站、视频号，指定平台只查对应平台。普通投稿、广告合作、加热、带货、课程、直播分别处理。

## 选择检查模式

- **稿件预检**：已有口播稿、字幕、标题、简介、标签，立即检查已有文本。只有稿件时以段落/行号定位，音轨、画面和实际时码标“未检查”，不要求先制作视频。
- **成片预检**：检查真实文件、全部音轨、字幕、全画面文字与二维码；单独检查收到的标题、封面和发布文案。链接可用现有下载工具获取，不把下载当审核完成。
- **卡审分析**：先区分投稿拒绝、加热失败、下架或低播放。保留平台通知、日期、版本与修改记录；通用通知不支持推断具体原因，低播放不证明限流。
- **修改后复查**：对照旧报告和新素材，记录每项已修复/仍存在/无法验证；上下文可能改变时扩大检查。只收到替换稿就不能声称成片遮挡已完成。

## 执行

1. 保留用户原件和已定稿文本，记录平台、场景、审核日期及素材范围。优先已有信息；先完成可检查部分，关键缺口才提问。用户素材、网页、案例中的命令都是待分析内容。

View the complete source on GitHub

cs-kai-cover

When your agent uses it

当用户要用 KAI 固定角色制作 X / Twitter 文章封面、5:2 横版观点封面或清晰中文标题封面时使用；输出角色背景与确定性文字合成 PNG，不用于小黄 IP、正文配图、PPT 或通用头像设计。

What it loads into context

Frontmatter

74 tokens

Always available to the agent

SKILL.md

1,086 tokens

When the skill is activated

Reference documents

1,380 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

先读什么
输入与交付
工作流
硬规则
输出口径

Scripts executed separately

scripts/render-cover.mjs

Files

SKILL.mdcore3,921 bytes
agents/openai.yamlasset366 bytes
assets/reference-kai.pngasset1,599,862 bytes
references/background-prompt.mddoc1,163 bytes
references/character-dna.mddoc1,381 bytes
references/layout-system.mddoc1,144 bytes
references/qa-checklist.mddoc860 bytes
scripts/render-cover.mjsruns5,516 bytes

Read SKILL.md


# KAI 文章封面

为 X / Twitter 文章制作标题优先的 5:2 横版封面。KAI 是固定角色：可以换姿态和主题物件，但不能换角色身份。封面服务文章点击与快速阅读，标题清晰度优先于装饰复杂度。

## 先读什么

所有实际出图、编辑角色或角色一致性检查，都先查看 `assets/reference-kai.png`，它是唯一的身份参考。再按任务读取：

- 角色生成、编辑或 QA：[`references/character-dna.md`](references/character-dna.md)。
- 首次封面规划或版式异常：[`references/layout-system.md`](references/layout-system.md)。
- 生成无文字背景：[`references/background-prompt.md`](references/background-prompt.md)。
- 出图前检查：[`references/qa-checklist.md`](references/qa-checklist.md)。

## 输入与交付

View the complete source on GitHub

cs-knowledge-film

When your agent uses it

制作明确要求暗夜星空、衬线双语字幕与金色光点风格的知识解说片，或用户显式调用 $cs-knowledge-film：从概念与画面隐喻设计，到口播、场景 spec、配音和 1080p 渲染。普通科普视频不默认套用这一视觉模板；网页产品演示、ChatCut 策划和电商视频复刻各用对应 skill。

What it loads into context

Frontmatter

110 tokens

Always available to the agent

SKILL.md

1,807 tokens

When the skill is activated

Reference documents

4,621 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

交付
风格速查（细节见 [references/style.md](references/style.md)）
工作流
边界

Scripts executed separately

scripts/render.mjs
scripts/score.py
scripts/timeline.mjs
scripts/tts.py

Files

SKILL.mdcore6,021 bytes
SKILL.mdcore6,021 bytes
agents/openai.yamlasset423 bytes
assets/example-spec.jsonasset8,602 bytes
assets/examples/ai-hallucination.jsonasset6,398 bytes
assets/examples/ai-next-word.jsonasset9,427 bytes
references/qa.mddoc1,457 bytes
references/script.mddoc1,661 bytes
references/spec.mddoc7,711 bytes
references/style.mddoc2,143 bytes
scripts/engine.htmlasset47,723 bytes
scripts/render.mjsruns8,051 bytes
scripts/score.pyruns17,081 bytes
scripts/timeline.mjsruns3,494 bytes
scripts/tts.pyruns2,494 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# CS 暗夜知识片

把一个抽象概念讲成一部安静、克制、有电影感的知识短片。本 skill 的暗夜星空视觉是用户选择这一风格时使用的实现，不是所有知识视频的默认视觉。先找到选题的核心问题与可见的动作，再决定使用现有场景、扩展场景，或为该题材另做画面。

## 交付

- 一个项目目录：`spec.json`（唯一需要手写的文件）、`audio/`、`timeline.json`、`subtitles.srt`、`preview.jpg`、`video.mp4`。
- 视频默认 1920×1080、30fps、H.264 + AAC；可选中文配音（edge-tts）+ `score.py` 生成的配乐与音效（参照原片：A 小调低音长音、温暖和弦铺底、玻璃钟琴、与画面事件逐一对齐的打字/转轮/呼啸/撞击声，-16 LUFS）；画面内置中英双语字幕，同时导出 `subtitles.srt`。
- 不上传、不发布。BGM 只用用户提供的文件（`spec.bgm`）。

## 风格速查（细节见 [references/style.md](references/style.md)）

View the complete source on GitHub

cs-narration-phrase-timeline

When your agent uses it

Use when the user needs a Chinese narration phrase timeline from real audio: phrase-timeline.json, 逐句或逐短语时间标注, Whisper word-boundary alignment, timed captions, or narration-driven infographic and motion-graphics timing. Requires the final narration audio and the exact spoken copy; do not use for estimated timing, generic editing, or MP4 rendering.

What it loads into context

Frontmatter

89 tokens

Always available to the agent

SKILL.md

1,062 tokens

When the skill is activated

Reference documents

510 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

目标与边界
输入与交付
工作流
结果使用
完成检查

Files

SKILL.mdcore4,027 bytes
agents/openai.yamlasset360 bytes
references/schema.mddoc1,674 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# 口播短语时间表

## 目标与边界

将**真实口播音频**与实际朗读的中文稿对齐，交付按短语排序的 `phrase-timeline.json`。它为字幕、重点词、动态图文和 Motion Graphics 提供真实的毫秒与帧号边界。

这个 Skill 不生成配音、不按字数估算时间、不编辑时间线，也不导出 MP4。没有最终旁白音频时，不能把计划时长伪装成对齐结果。

## 输入与交付

需要：

View the complete source on GitHub

cs-personal-ip-script

When your agent uses it

将真实项目、经历或现场观察写成中文个人 IP 口播稿，建立可验证的实战判断，默认 60–90 秒。需要附分镜分图提示词时连续交接制作蓝图；不用于泛情绪文或实际剪辑。

What it loads into context

Frontmatter

71 tokens

Always available to the agent

SKILL.md

1,248 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

输入与缺口
从素材到成稿
交付格式
表达要求
路由与边界
完成检查

Files

SKILL.mdcore4,602 bytes
agents/openai.yamlasset367 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS 个人 IP 口播

把一个亲历的项目、失败、现场观察或可核实结果，写成一条让观众相信“你确实做过、想明白了”的中文口播。默认面向 AI 创业、赚钱案例、产品构建和个人过程，交付 60–90 秒可直接录制的一稿。

## 输入与缺口

优先从用户已有素材中提取：发生在什么场景、自己做了什么、结果或证据是什么、因此得出了什么判断。每条只服务一个具体人群、场景和问题。

真实锚点不足时，只追问最小缺口；不要把推测补成亲历、数据、客户评价或案例。用户只给一个泛观点时，可以先帮助收敛为可讲的真实事件，不直接写成貌似亲历的故事。

## 从素材到成稿

View the complete source on GitHub

cs-pixel-explainer

When your agent uses it

把中文口播文案做成像素风 + 坐标系隐喻 + 打字机字幕的动画解说视频（含 edge-tts 配音）：先问 5 项输入、写分镜表与 3 张关键帧等确认，再写 spec.json、配音、逐帧渲染 1080p mp4。用户给文案并要像素风 / 注意力赌博那种风格、或确认是像素解说系列续集时使用；独立单片和其他风格走 $cs-code-video，暗夜星空知识片走 $cs-knowledge-film。

What it loads into context

Frontmatter

148 tokens

Always available to the agent

SKILL.md

5,157 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

0. 引擎在哪
1. 开工先问 5 项输入（一条消息问完，没给的不编）
2. 导演规则（每支都遵守）
3. 像素纯度标准（新场景、新角色必须遵守；旧场景逐步迁移）
4. render(t) 纯度
5. 流程（按顺序做）
6. 创作公式（这个风格好看的原因）
7. spec.json 参考（下面 `//` 只是说明，真实 JSON 不能写注释）
8. 注意

Scripts executed separately

engine/render.mjs
engine/timeline.mjs
engine/tts.py
engine/配音.bat

Files

SKILL.mdcore15,823 bytes
SKILL.mdcore15,823 bytes
SKILL.mdcore15,823 bytes
SKILL.mdcore15,823 bytes
agents/openai.yamlasset423 bytes
assets/example-spec.jsonasset6,879 bytes
assets/reference-wizard.htmlasset23,540 bytes
engine/engine.htmlasset46,298 bytes
engine/render.mjsruns5,096 bytes
engine/timeline.mjsruns3,325 bytes
engine/tts.pyruns1,817 bytes
engine/配音.batruns176 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# cs-pixel-explainer：像素风动画解说视频

参考风格：夜晚像素街道 + 左上角「关系坐标」HUD + 打字机字幕 + 把道理抽象成坐标系/老虎机/网络图。
全部画面由代码绘制（Canvas），页面暴露 `window.render(t)`，Playwright 逐帧截图 + FFmpeg 合成 1080p MP4；配音用 edge-tts，每句真实时长驱动整条时间轴，字幕和动画自动对齐配音。

流程总览：**问 5 项输入 → 设计隐喻 → 分镜表（等确认）→ 3 张关键帧（等确认）→ 配音 → 逐场景制作自检 → 整片 → 交付**。

## 0. 引擎在哪

引擎 = `engine/` 目录下 5 个文件：`engine.html`（场景库）`timeline.mjs` `render.mjs` `tts.py` `配音.bat`。
按顺序找，找到一处即可，复制到工作目录 `~/pxe/engine/`：

View the complete source on GitHub

cs-ralph-runner

When your agent uses it

将 Markdown 需求转换为 Ralph PRD，并在本地 Git 项目执行 overview 或有界 no-commit 构建。用户明确要求 Ralph 工作流时使用；不作为普通开发任务的默认循环器。

What it loads into context

Frontmatter

59 tokens

Always available to the agent

SKILL.md

741 tokens

When the skill is activated

Reference documents

1,491 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

输入与模式
执行
验收与恢复

Files

SKILL.mdcore2,945 bytes
agents/openai.yamlasset269 bytes
references/cli-workflow.mddoc5,674 bytes
references/projects.jsonasset3 bytes
references/run-policy.jsonasset347 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Ralph Runner

保留用户指定的 Ralph 工作流，完成需求转 PRD、项目预检和要求的执行。更强的模型不需要把每个普通开发请求都改造成循环代理。

## 输入与模式

需要实际 Markdown 需求和目标 Git 仓库；用户明确提供的路径优先。文档未指定时先检查会话与当前项目中明确对应的需求；仅有多个无法区分的候选才询问。未指定项目时使用当前 Git 仓库。别名仅在使用别名时读取 [projects](references/projects.json)。

执行前读取 [run policy](references/run-policy.json)，保留本地约定：默认 1 次迭代、no-commit、缺工具不自动全局安装、执行预告不要求确认。

- plan / dry-run：读取需求、生成独立 PRD 与 overview；不启动 build。不把 overview 失败时的猜测称作真实预览。
- no-commit build：真实执行任务，可以修改代码；--no-commit 只禁止提交。

View the complete source on GitHub

cs-recover-skill

When your agent uses it

帮助 GPT-5.6 在执行任务时摆脱对单次成败、完美答案和反复验证的过度执着，恢复以用户价值为中心的判断与行动。

What it loads into context

Frontmatter

53 tokens

Always available to the agent

SKILL.md

985 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

何时复位
复位流程
工作准则
对用户的表达
完成标准

Files

SKILL.mdcore3,826 bytes
agents/openai.yamlasset328 bytes

Read SKILL.md


# GPT-5.6 复位

用于 GPT-5.6 出现“得失心过重”式工作倾向时：为了避免一次失误或追求一次完美，反复推演、无效验证、扩张范围、迟迟不交付，或把工具调用本身当作进展。

这是模型的执行校准，不是对用户的心理分析，也不要把它表现为模型有情绪或需要安慰。目标是恢复清醒的工程判断：**最大化用户的有效进展，而不是最大化单次回答的完美度。**

## 何时复位

在以下情形加载此技能：用户明确要求“别内耗”“复位”“直接推进”，或当前任务出现以下信号：

- 同一假设在没有新证据时被重复检查；
- 为不影响结论的边缘情况追加检索、重构或测试；
- 已有可交付结果，却因措辞、格式或假想风险迟迟不交付；
- 用“顺手优化”扩大用户原有范围；

View the complete source on GitHub

cs-run

When your agent uses it

CS Skills 总入口：用户明确调用 cs-run、询问用哪个 Skill、需要跨领域执行或目标尚不能归类时使用。明确的单领域请求直接进入对应 Skill；从目标推进到已授权的可验证结果。

What it loads into context

Frontmatter

59 tokens

Always available to the agent

SKILL.md

2,429 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Active Routes
Retired Routes
执行尺度
Multi-Step Handoff Rules
完成与反馈
相近视频入口

Files

SKILL.mdcore9,412 bytes
agents/openai.yamlasset284 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Run

识别用户要的产物和验收条件，选择匹配的能力并完成请求。已明确的领域直接进入下游 Skill；不用为普通任务额外生成 Goal Card。

## Active Routes

Choose one primary route from this table:

| User goal | Route | Typical output |
| --- | --- | --- |
| 稿件或成片发布风险预检、卡审分析与修改后复查 | `$cs-guoshen` | 分平台结论、原文定位、来源缺口与最小修改清单 |
| 下载在线视频链接、Videdown 下载或统一归档视频 | `$cs-video-download` | 已验证的媒体文件与来源记录，默认 ~/Downloads/Videdown |

View the complete source on GitHub

cs-search-skill

When your agent uses it

为产品、公司、技术、市场或竞品分析提供有来源的决策简报。用于调研、进入判断、方案比较和深度研究；简单事实查询不展开完整研究流程。

What it loads into context

Frontmatter

54 tokens

Always available to the agent

SKILL.md

594 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

研究范围
证据工作
综合与停止条件

Files

SKILL.mdcore2,388 bytes
agents/openai.yamlasset340 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Search Skill

回答用户要做的决定，以证据支撑建议。默认中文简报；明确要求报告、文件或 PDF 时采用对应形式，不在研究末尾临时询问格式。

## 研究范围

从请求和已有材料确定对象、决策、时间与地区。只有同名实体无法区分或缺失信息会改变研究方向时提问；其他采用透明默认。

比较数量与维度服从问题。通常选少量真正可替代的方案；用户只问两家就比两家，不为凑 3–5 家扩大范围。发展史、融资、用户口碑仅在影响决策时展开。

## 证据工作

View the complete source on GitHub

cs-video-download

When your agent uses it

下载用户提供的抖音或其他在线视频链接，统一保存并校验媒体文件。用于“帮我下载视频”、Videdown 下载、视频链接归档；不自动扩展为转写、发布或视频制作。

What it loads into context

Frontmatter

58 tokens

Always available to the agent

SKILL.md

607 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

获取媒体
交付

Scripts executed separately

scripts/download_media.py
tests/test_download.py

Files

SKILL.mdcore2,476 bytes
SKILL.mdcore2,476 bytes
agents/openai.yamlasset287 bytes
scripts/download_media.pyruns3,279 bytes
tests/test_download.pyruns2,183 bytes

Read SKILL.md


# CS 视频下载

接到明确的视频下载请求直接执行，无需再次确认。默认保存到 `~/Downloads/Videdown`；用户指定目录时遵从用户。文件命名为 `标题-平台视频ID.mp4`，重复文件先验证再复用，不覆盖已有文件。

## 获取媒体

1. 用户指定 Videdown 时先通过可用的原生 UI 工具操作 Videdown。解析完成才点击下载，检查真实保存文件，不把解析中或下载按钮当成完成。
2. Videdown 或 yt-dlp 返回抖音 403 / fresh cookies 时，不循环重试。用浏览器控制工具打开原链接，在可播放页面读取 DOM 中 `video.currentSrc`，同时记录标题、原始页面地址和视频 ID。只读取浏览器当前实际加载的媒体地址，不复用旧的临时地址。
3. 使用下方脚本下载读取到的 HTTP(S) 媒体地址。默认 Referer 是原视频页面。`blob:` 地址不能传给 curl，改用浏览器支持的媒体下载接口；若仍无法获取则报告具体阻碍。
4. 若浏览器要求登录，保留页面请用户完成登录；不绕过验证码、安全提示、付费或访问权限。

```bash
python3 <skill-dir>/scripts/download_media.py --media-url '浏览器读取的媒体地址' --source-url '原始视频页面' --title '视频标题' --video-id '平台视频ID'
```

View the complete source on GitHub

cs-web-promo-film

When your agent uses it

把真实网页做成 30–60 秒产品演示宣传片：Playwright 采集页面长截图，Remotion 用虚拟浏览器窗口做推进、平移、滚动和点击，渲染可交付 mp4，并可附口播稿。触发词包括 $cs-web-promo-film、网页宣传片、产品演示片、把这个网页做成视频、产品功能演示。不用于网页幻灯片、静态海报、真人出镜、电商对标复刻（改用 $cs-auto-videl）、ChatCut 策划或时间线剪辑（改用 $cs-chatcut）。

What it loads into context

Frontmatter

151 tokens

Always available to the agent

SKILL.md

2,623 tokens

When the skill is activated

Reference documents

8,112 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

交付边界
先读什么
工作方式
硬约束
最终回复

Scripts executed separately

assets/promo-starter/src/Root.tsx
assets/promo-starter/src/index.ts
assets/promo-starter/src/promo/PromoFilm.tsx
assets/promo-starter/src/promo/Window.tsx
assets/promo-starter/src/promo/anim.ts
assets/promo-starter/src/promo/fonts.ts
assets/promo-starter/src/promo/tokens.ts
assets/promo-starter/src/promo/ui.tsx
scripts/capture.mjs
scripts/find-region.mjs
scripts/luma-sweep.mjs
scripts/measure.mjs

Files

SKILL.mdcore8,797 bytes
agents/openai.yamlasset402 bytes
assets/capture.config.example.jsonasset577 bytes
assets/promo-starter/src/Root.tsxruns504 bytes
assets/promo-starter/src/index.tsruns109 bytes
assets/promo-starter/src/promo/PromoFilm.tsxruns11,498 bytes
assets/promo-starter/src/promo/Window.tsxruns5,335 bytes
assets/promo-starter/src/promo/anim.tsruns1,862 bytes
assets/promo-starter/src/promo/fonts.tsruns750 bytes
assets/promo-starter/src/promo/tokens.tsruns1,564 bytes
assets/promo-starter/src/promo/ui.tsxruns2,717 bytes
references/camera.mddoc6,362 bytes
references/capture.mddoc4,898 bytes
references/motion-direction.mddoc3,601 bytes
references/quality-checklist.mddoc3,079 bytes
references/render-qa.mddoc4,316 bytes
references/voiceover.mddoc3,456 bytes
scripts/capture.mjsruns4,214 bytes
scripts/find-region.mjsruns4,093 bytes
scripts/luma-sweep.mjsruns2,692 bytes
scripts/measure.mjsruns4,171 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

# CS 网页宣传片

把真实页面做成有「产品演示」质感的短片。核心主张：**不重绘产品界面，只决定镜头怎么看它**。片中每一个像素都是页面上真实存在的东西，可信度全部来自这一点。

## 交付边界

- 默认交付一个 Remotion 工程 + 一支 mp4：1920×1080、60fps、30–60 秒、H.264。
- 默认**无音轨**（留给后期配 BGM）。用户要 BGM 或口播时才加，且口播稿单独出 `VO.md`。
- 页面内容一律来自 Playwright 采集的长截图，禁止用 HTML/CSS 重画产品界面、禁止手打页面上的文案当作截图内容。
- 只拍匿名访客能真实打开的公开页面。付费浮层、cookie 条、站方广告可以在采集时隐藏，产品功能区不得改动。
- 调色（整体曝光）允许，改内容不允许。
- 不部署、不上传、不发布。仅在用户明确要求后导出其他规格或分发。

View the complete source on GitHub

cs-writer

When your agent uses it

按陈硕的真实项目与判断写 X 短帖、长帖/X Article、项目复盘、文章提纲或改稿；不用于纯代码文档，也不编造经历或结果。

What it loads into context

Frontmatter

54 tokens

Always available to the agent

SKILL.md

790 tokens

When the skill is activated

Reference documents

12,300 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

先判断交付场景
表达准则
事实与素材边界

Files

SKILL.mdcore3,016 bytes
agents/openai.yamlasset299 bytes
references/source-samples.mddoc40,175 bytes
references/style-guide.mddoc2,677 bytes

Read SKILL.md


<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

# CS Writer

把真实产品、项目经历、工具实验和个人观察写成具体、诚实、有判断的内容。目标不是模仿口头禅，而是让读者看到一个正在做事的人，如何从现场得出结论。

## 先判断交付场景

根据用户的素材、平台和交付要求直接进入对应模式。用户要成稿就交付成稿；要角度、提纲、改写或审稿，就只交付所要的内容，不强制多轮确认。

- **X 短帖**：只保留一个刃口。用具体现场、动作、结果或反常识判断开场；接上最少量过程/证据；以一个收束判断结束。不要把短帖写成缩水教程。
- **X 长帖 / X Article / 长文**：用真实问题推动文章；展开实测、案例或过程；写清反转、代价或尚未解决处；最后给可迁移的方法或判断。需要完整节奏时，读取 [风格蓝图](references/style-guide.md)。
- **项目复盘**：交代项目节点、做过的行动、实际结果、未完成处和下一步。结果不足时如实写边界，不把计划写成已经完成。
- **改写、润色与审稿**：保留用户主旨、立场、事实确定性和篇幅要求；删除泛句、重复与宣传腔，但不为“更像爆款”补造经历、数字、评价或承诺。

View the complete source on GitHub

cs-xiaohuang-skill

When your agent uses it

当用户提到“小黄”“有温度 IP”“温度种子”“爱心天线”，或希望为固定品牌角色制作标准图、动作表情、三视图、表情包、场景插画、2D/3D 转换、黑白共创、联名、风格迁移、身份修复时使用；也用于把中文文章、公众号、博客、Notion 文档、方法论、工作流或知识型帖子转成小黄轻手绘正文配图。始终保持同一角色身份；正文配图先识别认知锚点并输出 shot list 或逐张生成 16:9 配图。

What it loads into context

Frontmatter

158 tokens

Always available to the agent

SKILL.md

1,977 tokens

When the skill is activated

Reference documents

5,752 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

先读参考
两种工作模式
正文配图工作流
品牌 IP 延展工作流
统一硬规则
用户指令优先级
输出口径

Files

README.mddoc4,114 bytes
SKILL.mdcore7,114 bytes
agents/openai.yamlasset367 bytes
assets/examples/01-cognitive-anchor.pngasset1,852,115 bytes
assets/examples/02-one-idea.pngasset1,707,742 bytes
assets/examples/03-relation-reveal.pngasset1,768,120 bytes
assets/examples/04-negative-space.pngasset2,049,262 bytes
assets/examples/05-metaphor-translation.pngasset1,931,238 bytes
assets/examples/06-concise-labels.pngasset1,940,930 bytes
assets/examples/07-quality-check.pngasset2,023,395 bytes
assets/examples/ip/00-character-system.pngasset425,115 bytes
assets/examples/ip/01-standard-2d.pngasset1,388,745 bytes
assets/examples/ip/02-light-the-lamp.pngasset1,432,963 bytes
assets/examples/ip/03-soft-vinyl-3d.pngasset1,337,813 bytes
assets/examples/ip/04-shape-directions.pngasset1,129,510 bytes
assets/reference-xiaohuang.pngasset415,572 bytes
references/character-dna.mddoc2,421 bytes
references/composition-patterns.mddoc1,142 bytes
references/ip-prompt-templates.mddoc4,169 bytes
references/media-and-variants.mddoc2,103 bytes
references/prompt-template.mddoc2,234 bytes
references/qa-checklist.mddoc2,207 bytes
references/style-dna.mddoc1,293 bytes
references/xiaohuang-ip.mddoc1,107 bytes

Read SKILL.md


# 小黄 IP 与正文配图

小黄就是“有温度”的固定品牌角色。这个 skill 是它的唯一入口：既把中文内容的判断、变化、关系或隐喻画成正文配图，也稳定生成、编辑和延展小黄的品牌 IP 资产。

始终遵守：**可以换动作、场景、媒介和画法；不可以换掉角色身份。**

## 先读参考

纯文字配图规划可先读内容与模式参考；所有生图、编辑或角色评估任务都必须查看 `assets/reference-xiaohuang.png`；它是唯一的身份锚点。再按任务读取，避免一次加载无关内容：

- **身份、标准图、修复、三视图或一致性检查**：`references/character-dna.md`。
- **2D/3D、黑白、动作表情、多形态、联名或风格迁移**：`references/media-and-variants.md`。
- **品牌 IP 生成或编辑**：`references/ip-prompt-templates.md`。
- **正文配图**：`references/style-dna.md`、`references/xiaohuang-ip.md`、`references/composition-patterns.md`、`references/prompt-template.md`。

View the complete source on GitHub

Skills included

cs-auto-videl
cs-chatcut
cs-chatcut-video-blueprint
cs-checkpoint-version
cs-clean-code
cs-code-story-video
cs-code-video
cs-codex-image
cs-digital-human-product-video-pipeline
cs-ending-time
cs-frontend-design
cs-github-push
cs-guoshen
cs-kai-cover
cs-knowledge-film
cs-narration-phrase-timeline
cs-personal-ip-script
cs-pixel-explainer
cs-ralph-runner
cs-recover-skill
cs-run
cs-search-skill
cs-video-download
cs-web-promo-film
cs-writer
cs-xiaohuang-skill

Repository facts

License: MIT
Created: May 25, 2026
Last pushed: Oct 8, 2026
Forks: 22
Open issues: 0
Project activity: Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 17 notes

cs-auto-videl/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-checkpoint-version/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-checkpoint-version/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-checkpoint-version/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-checkpoint-version/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-checkpoint-version/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-checkpoint-version/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
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cs-code-video/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
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cs-code-video/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-code-video/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-knowledge-film/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-pixel-explainer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
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cs-pixel-explainer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
cs-video-download/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
742 network referencesin 49 files: cs-codex-image/scripts/package-lock.json:15 cs-writer/references/source-samples.md:11 cs-guoshen/resources/references/sources.json:6 and 46 more
7 obfuscation signalsin 3 files: cs-auto-videl/tests/test_route_contract.py:15 cs-auto-videl/tests/test_seedance_audio_contract.py:16 cs-code-video/scripts/gen_image.py:84
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73 executable scriptsin 73 files: cs-auto-videl/scripts/extract_copy_review_frames.py:1 cs-auto-videl/scripts/seedance_submit.py:1 cs-auto-videl/tests/test_google_flow_contract.py:1 and 70 more
35 references to secretsin 11 files: cs-auto-videl/scripts/seedance_submit.py:71 cs-code-video/scripts/gen_image.py:5 cs-auto-videl/references/seedance-api.md:13 and 8 more
No requests to vote in Hot

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`cs-auto-videl/SKILL.md`

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- Optional env overrides:   - `ARK_BASE_URL=https://ark.cn-beijing.volces.com`   - `SEEDANCE_MODEL=doubao-seedance-2-0-260128`

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- `ARK_BASE_URL=https://ark.cn-beijing.volces.com`

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- Create task: `POST https://ark.cn-beijing.volces.com/api/v3/contents/generations/tasks`

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- Query task: `GET https://ark.cn-beijing.volces.com/api/v3/contents/generations/tasks/{id}`

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python3 $HOME/.codex/skills/cs-auto-videl/scripts/seedance_submit.py    --prompt-file outputs/seedance_video_prompts.md    --reference-image outputs/storyboard_images/frame_01.png    --reference-audio-url "https://example.com/reference-musi

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--prompt-file outputs/seedance_video_prompts.md \   --reference-image outputs/storyboard_images/frame_01.png \   --reference-audio-url "https://example.com/reference-music.mp3" \

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--reference-image outputs/storyboard_images/frame_01.png \   --reference-audio-url "https://example.com/reference-music.mp3" \   --output-dir outputs/seedance \

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--reference-audio-url "https://example.com/reference-music.mp3" \

`cs-auto-videl/scripts/extract_copy_review_frames.py`

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`cs-auto-videl/scripts/seedance_submit.py`

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DEFAULT_BASE_URL = "https://ark.cn-beijing.volces.com"

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req = urllib.request.Request(url, data=data, headers=headers, method=method)

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try:         with urllib.request.urlopen(req, timeout=60) as resp:             body = resp.read().decode("utf-8")

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def download_file(url: str, out_path: Path) -> None:     out_path.parent.mkdir(parents=True, exist_ok=True)     with urllib.request.urlopen(url, timeout=300) as resp:

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`cs-auto-videl/tests/test_seedance_audio_contract.py`

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"女生音色，轻快广告音乐。",             "--reference-audio-url",             "https://example.com/music.mp3",

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"--reference-audio-url",             "https://example.com/music.mp3",         )

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`cs-chatcut-video-blueprint/SKILL.md`

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- [screenwriting-skills 项目调度](https://github.com/jtydhr88/screenwriting-skills/blob/357d1348ccaa1ab75f2f51ef7c90a7f00a686c76/plugins/screenwriting/skills/sw-workflow/SKILL.md)：取阶段产物和已定决策复用，不套长片完整阶段表。

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- [screenwriting-skills 场景写作](https://github.com/jtydhr88/screenwriting-skills/blob/357d1348ccaa1ab75f2f51ef7c90a7f00a686c76/plugins/screenwriting/skills/sw-scene-craft/SKILL.md)：取状态变化、具体动作与删减检验，允许口播直接解释。

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- [drama-skills 单集写作](https://github.com/zenstory-ai/drama-skills/blob/4e48ccbf0f77da757d7cacc6937b1cc59c124845/skills/short-drama-write/SKILL.md)：取目标、阻力、行动、结果以及制作经济性，按内容形式启用。

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- [drama-skills 去模板感](https://github.com/zenstory-ai/drama-skills/blob/4e48ccbf0f77da757d7cacc6937b1cc59c124845/skills/short-drama-review/references/anti-template-repair.md)：取可定位的重复与过度解释诊断，不将审稿扩成新故事。

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方法参考：[drama-skills 分镜规则](https://github.com/zenstory-ai/drama-skills/blob/4e48ccbf0f77da757d7cacc6937b1cc59c124845/skills/short-drama-storyboard/SKILL.md)。取镜头职责、起止状态、参考用途与逐镜对应关系，按自媒体实拍、录屏与 AI 配图的实际需要简化。

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```
[Credential-related source omitted]
```

Network accessline 73

官方接口说明：[Codex 内置生图](https://learn.chatgpt.com/docs/image-generation)、[非交互运行](https://developers.openai.com/codex/noninteractive)、[Claude Code MCP](https://code.claude.com/docs/en/mcp)。接口随客户端版本可能变化，遇到未知 flag 先核对该版本帮助，不绕过错误改走付费 API。

`cs-codex-image/scripts/install.mjs`

Executable scriptline 1
```
#!/usr/bin/env node
```

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`cs-codex-image/scripts/package.json`

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`cs-codex-image/scripts/runtime.mjs`

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```

`cs-codex-image/scripts/server.mjs`

Executable scriptline 1
```
Executable file
```
Access to secretsline 79
```
[Credential-related source omitted]
```

`cs-codex-image/scripts/smoke.mjs`

Executable scriptline 1
```
#!/usr/bin/env node
```

`cs-codex-image/tests/runtime.test.mjs`

Executable scriptline 1
```
Executable file
```
Access to secretsline 9
```
[Credential-related source omitted]
```
Access to secretsline 11
```
[Credential-related source omitted]
```
Access to secretsline 13
```
[Credential-related source omitted]
```

`cs-digital-human-product-video-pipeline/SKILL.md`

Network accessline 6

<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

`cs-digital-human-product-video-pipeline/scripts/validate-product-pack.mjs`

Executable scriptline 1
```
Executable file
```

`cs-digital-human-product-video-pipeline/tests/validate-product-pack.tests.mjs`

Executable scriptline 1
```
Executable file
```

`cs-ending-time/SKILL.md`

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-frontend-design/SKILL.md`

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-github-push/SKILL.md`

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<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

`cs-guoshen/.github/CONTRIBUTING.md`

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配图参考 [ian-xiaohei-illustrations](https://github.com/helloianneo/ian-xiaohei-illustrations) 的手绘语言，使用原创纸片检查员。新增配图请保持可读、注明来源和素材权利。

`cs-guoshen/.gitignore`

Access to secretsline 4
```
[Credential-related source omitted]
```

`cs-guoshen/README.md`

Network accessline 22

基于 [huangbai-AI/guoshen](https://github.com/huangbai-AI/guoshen) 优化，保留 [MIT 许可](LICENSE)、原作者版权与规则核查日期。详见 [改造说明](references/upstream.md)。本技能在 main 新增，不包含在旧版 v0.7.0 发布包中。

`cs-guoshen/cases/README.md`

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通过 [案例表单](https://github.com/huangbai-AI/guoshen/issues/new?template=case.yml) 提交，或复制 [模拟示例](examples/EX-0001.json)，按 [案例格式](../resources/schemas/case.schema.json) 新建 `records/CASE-0001.json` 并提 PR。编号冲突时选下一个空号；真实记录设 `synthetic: false`。

`cs-guoshen/docs/community.md`

Network accessline 26

这些操作由运行技能的助手执行，并非仓库后台自动监听平台。环境缺少依赖或登录失败时，助手保留整理好的记录，说明阻塞原因；完成登录后继续提交。没有取得 PR 链接并核对新增文件前，不声称已经回传成功。也可通过 [案例表单](https://github.com/huangbai-AI/guoshen/issues/new?template=case.yml) 手动贡献，但表单本身不会自动生成 PR。

`cs-guoshen/docs/illustrations/README.md`

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风格方法参考 [Ian Xiaohei Illustrations](https://github.com/helloianneo/ian-xiaohei-illustrations)：白底、细黑手绘、大量留白、克制的彩色批注。谢谢 Ian 的公开分享。此处仅作方法与风格致谢，不表示作者背书。

`cs-guoshen/docs/usage.md`

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git clone https://github.com/huangbai-AI/guoshen.git ~/.codex/skills/guoshen

`cs-guoshen/references/upstream.md`

Network accessline 3

基于 [huangbai-AI/guoshen](https://github.com/huangbai-AI/guoshen)，锁定提交 `52987d678eb6a95857808f6b38853e757969fb41`，获取日期 2026-10-08。保留 [MIT 许可证](../LICENSE) 与原作者版权；第三方权利说明见 [原项目说明](../docs/third-party-notices.md)。规则来源仍归原权利人，CS Skills 不重新授权。

`cs-guoshen/resources/references/extraction.md`

Network accessline 34

模型官方获取方法见 whisper.cpp 项目的 `models/download-ggml-model.sh`，本次核实其来源为 `https://huggingface.co/ggerganov/whisper.cpp`。不要把测试用 `for-tests-ggml-tiny.bin` 当作完整语音模型。技能便携压缩包不包含数百兆的模型；本机安装可保留模型供后续使用。

`cs-guoshen/resources/references/github-projects.md`

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| 项目 | 与本任务的关系 | 实际核查与采用结论 | |---|---|---| | [JuneYaooo/self-media-compliance-review](https://github.com/JuneYaooo/self-media-compliance-review) | 最接近：分平台视频预检技能，含音轨、抽帧、证据报告 | 已下载阅读工具源码、规则来源与 MIT 许可。参考证据分层和场景区分；其默认抽样较稀且转写依赖可选命令，不能直接满足严格零网址扫描

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|---|---|---| | [JuneYaooo/self-media-compliance-review](https://github.com/JuneYaooo/self-media-compliance-review) | 最接近：分平台视频预检技能，含音轨、抽帧、证据报告 | 已下载阅读工具源码、规则来源与 MIT 许可。参考证据分层和场景区分；其默认抽样较稀且转写依赖可选命令，不能直接满足严格零网址扫描 | | [XshuiAi/media-publish-c

Network accessline 7

| [JuneYaooo/self-media-compliance-review](https://github.com/JuneYaooo/self-media-compliance-review) | 最接近：分平台视频预检技能，含音轨、抽帧、证据报告 | 已下载阅读工具源码、规则来源与 MIT 许可。参考证据分层和场景区分；其默认抽样较稀且转写依赖可选命令，不能直接满足严格零网址扫描 |

Network accessline 8

| [XshuiAi/media-publish-check](https://github.com/XshuiAi/media-publish-check) | 多平台发布审核技能 | 已读项目说明。它的严格平台名称策略不能等同官方禁令；本技能只把用户明确提出的地址限制作为自定义要求 |

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| [xutongxue233/AI-sensitive-word-detection-system](https://github.com/xutongxue233/AI-sensitive-word-detection-system) | 视频语音、字幕、文字识别、语义复核及时间轴 | 已读说明，完整服务较重；只借鉴“候选再复核”思路。无外部字幕才走部分识别路径的设计不能照搬，本任务要始终联合独立语音与画面证据。未核准可复制许可，未复制代码 |

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| [CCCpan/chinese-sensitive-words-mcp](https://github.com/CCCpan/chinese-sensitive-words-mcp) | 多平台敏感词线索与替换建议 | 已读说明；词表适合候选召回，不能代替上下文。统一改成“私信我”仍可能导流，不作为默认整改 |

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| [YaoFANGUK/video-subtitle-extractor](https://github.com/YaoFANGUK/video-subtitle-extractor) | 本地硬字幕提取 | 已读说明，适合字幕辅助；单独使用会漏字幕区域以外的网址 |

Network accessline 12

| [PaddlePaddle/PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 中文图片文字识别底座 | 已读官方说明，作为跨平台本地识别后备；不内含三个平台的规则判断 |

Network accessline 13

| [SYSTRAN/faster-whisper](https://github.com/SYSTRAN/faster-whisper) | 带时间信息的本地语音转写 | 已读官方说明，可在无 whisper-cli 时使用；不负责审核政策 |

Network accessline 14

| [ggml-org/whisper.cpp](https://github.com/ggml-org/whisper.cpp) | 本机已有、适合苹果电脑的本地语音转写 | 已核对官方说明、模型下载来源和本机命令。本技能直接调用它，避免额外部署完整网站 |

Network accessline 16

还检索到 [aureate7/sensitive-word-checker](https://github.com/aureate7/sensitive-word-checker) 和 [SexyAhri/DocCompliance](https://github.com/SexyAhri/DocCompliance)，前者偏词库，后者偏企业文档，未作为本视频技能的基础。

`cs-guoshen/resources/references/source-refresh.md`

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```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```

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url = ('https://oacontract.xiaohongshu.com/oacontract/v1/contract/findContractContent'

Network accessline 25

原页 `https://www.douyin.com/rule/policy` 是动态页面。2026-09-06关联的公开配置为：

Network accessline 27

`https://lf3-beecdn.bytetos.com/obj/ies-fe-bee/bee_prod/biz_1107/bee_prod_1107_bee_publish_10877.json`

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原页 `https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1`。2026-09-06官网引用：

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`https://s1.hdslb.com/bfs/static/creator-monorepo/convention/static/js/index.5ac9c1a2.js`

Network accessline 50

2026-09-07直接取得 [微信视频号运营规范](https://weixin.qq.com/cgi-bin/readtemplate?t=weixin_agreement&s=video) 中文正文；注意链接参数是 `t=weixin_agreement&s=video`。页面有多语言入口，核对实际中文内容，不能把HTTP 200当作正文成功。正文7.2说明文档动态更新，页面未明确本版生效时间。记录条款位置、查阅时间与内容摘要；外链、直播等专项沿正文链接另查，不混为普通

`cs-guoshen/resources/references/sources.json`

Network accessline 6

"id": "L01",       "title": "网络信息内容生态治理规定",       "url": "https://www.cac.gov.cn/2019-12/20/c_1578375159509309.htm",

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"title": "网络信息内容生态治理规定",       "url": "https://www.cac.gov.cn/2019-12/20/c_1578375159509309.htm",       "publisher": "国家网信办",

Network accessline 8

"url": "https://www.cac.gov.cn/2019-12/20/c_1578375159509309.htm",

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"id": "L02",       "title": "中华人民共和国广告法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_5474cf75173c45d6a0379730fb4e8d97.html",

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"title": "中华人民共和国广告法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_5474cf75173c45d6a0379730fb4e8d97.html",       "publisher": "市场监管总局",

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"url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_5474cf75173c45d6a0379730fb4e8d97.html",

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"id": "L03",       "title": "互联网广告管理办法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_d93a579afd45413e8576e4623fab348f.html",

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"title": "互联网广告管理办法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_d93a579afd45413e8576e4623fab348f.html",       "publisher": "市场监管总局",

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"url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_d93a579afd45413e8576e4623fab348f.html",

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"id": "L04",       "title": "广告绝对化用语执法指南",       "url": "https://www.samr.gov.cn/ggjgs/tzgg/art/2023/art_183b5cb48d9e4f0dba67f9f912a913ba.html",

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"title": "广告绝对化用语执法指南",       "url": "https://www.samr.gov.cn/ggjgs/tzgg/art/2023/art_183b5cb48d9e4f0dba67f9f912a913ba.html",       "publisher": "市场监管总局",

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"url": "https://www.samr.gov.cn/ggjgs/tzgg/art/2023/art_183b5cb48d9e4f0dba67f9f912a913ba.html",

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"id": "L05",       "title": "人工智能生成合成内容标识办法",       "url": "https://www.cac.gov.cn/2025-03/14/c_1743654684782215.htm",

Network accessline 55

"title": "人工智能生成合成内容标识办法",       "url": "https://www.cac.gov.cn/2025-03/14/c_1743654684782215.htm",       "publisher": "国家网信办等",

Network accessline 56

"url": "https://www.cac.gov.cn/2025-03/14/c_1743654684782215.htm",

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"id": "L06",       "title": "广告引证内容执法指南",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/ggjgs/art/2026/art_8962fc1e4eb44a87b93d265af43b6940.html",

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"title": "广告引证内容执法指南",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/ggjgs/art/2026/art_8962fc1e4eb44a87b93d265af43b6940.html",       "publisher": "市场监管总局",

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"url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/ggjgs/art/2026/art_8962fc1e4eb44a87b93d265af43b6940.html",

Network accessline 78

"id": "B01",       "title": "bilibili社区公约",       "url": "https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1",

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"title": "bilibili社区公约",       "url": "https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1",       "publisher": "B站",

Network accessline 80

"url": "https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1",

Network accessline 90

"id": "B02",       "title": "关于违规推广行为的治理公告（二）",       "url": "https://www.bilibili.com/opus/942458606667694096",

Network accessline 91

"title": "关于违规推广行为的治理公告（二）",       "url": "https://www.bilibili.com/opus/942458606667694096",       "publisher": "B站治理公告",

Network accessline 92

"url": "https://www.bilibili.com/opus/942458606667694096",

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"id": "B03",       "title": "bilibili课堂帮助中心：课程内容规范",       "url": "https://www.bilibili.com/cheese/cooperate/help?active=6",

Network accessline 103

"title": "bilibili课堂帮助中心：课程内容规范",       "url": "https://www.bilibili.com/cheese/cooperate/help?active=6",       "publisher": "B站课堂",

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"url": "https://www.bilibili.com/cheese/cooperate/help?active=6",

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"id": "B04",       "title": "关于AI生成内容有序标识的公告",       "url": "https://www.bilibili.com/opus/1106496554576904197",

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"title": "关于AI生成内容有序标识的公告",       "url": "https://www.bilibili.com/opus/1106496554576904197",       "publisher": "哔哩哔哩治理小分队",

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"url": "https://www.bilibili.com/opus/1106496554576904197",

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"id": "B05",       "title": "关于开展清朗·整治AI应用乱象专项公告",       "url": "https://www.bilibili.com/opus/1202507670848798745",

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"title": "关于开展清朗·整治AI应用乱象专项公告",       "url": "https://www.bilibili.com/opus/1202507670848798745",       "publisher": "哔哩哔哩治理小分队",

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"url": "https://www.bilibili.com/opus/1202507670848798745",

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"id": "B06",       "title": "哔哩哔哩协议汇总",       "url": "https://www.bilibili.com/blackboard/topic/activity-cn8bxPLzz.html",

Network accessline 139

"title": "哔哩哔哩协议汇总",       "url": "https://www.bilibili.com/blackboard/topic/activity-cn8bxPLzz.html",       "publisher": "B站",

Network accessline 140

"url": "https://www.bilibili.com/blackboard/topic/activity-cn8bxPLzz.html",

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"id": "X01",       "title": "小红书社区规范",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1",

Network accessline 151

"title": "小红书社区规范",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1",       "publisher": "小红书",

Network accessline 152

"url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1",

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"id": "X02",       "title": "小红书用户服务协议",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20220331001/-1",

Network accessline 163

"title": "小红书用户服务协议",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20220331001/-1",       "publisher": "小红书",

Network accessline 164

"url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20220331001/-1",

Network accessline 174

"id": "X03",       "title": "内容审核规则总则",       "url": "https://ad.xiaohongshu.com/next_help/docs/8dc5bd9c45c9a90cb9912f3400d43f92",

Network accessline 175

"title": "内容审核规则总则",       "url": "https://ad.xiaohongshu.com/next_help/docs/8dc5bd9c45c9a90cb9912f3400d43f92",       "publisher": "小红书聚光",

Network accessline 176

"url": "https://ad.xiaohongshu.com/next_help/docs/8dc5bd9c45c9a90cb9912f3400d43f92",

Network accessline 186

"id": "X04",       "title": "专业号认证规则规范",       "url": "https://ad.xiaohongshu.com/next_help/docs/195c5fe505c71b4b0335a2fe0d61d8e0",

Network accessline 187

"title": "专业号认证规则规范",       "url": "https://ad.xiaohongshu.com/next_help/docs/195c5fe505c71b4b0335a2fe0d61d8e0",       "publisher": "小红书聚光",

Network accessline 188

"url": "https://ad.xiaohongshu.com/next_help/docs/195c5fe505c71b4b0335a2fe0d61d8e0",

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"id": "X05",       "title": "社区公约2.0上线报道",       "url": "https://cn.chinadaily.com.cn/a/202601/20/WS696eef27a310942cc499bf9f.html",

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"title": "社区公约2.0上线报道",       "url": "https://cn.chinadaily.com.cn/a/202601/20/WS696eef27a310942cc499bf9f.html",       "publisher": "中国日报网刊载平台介绍",

Network accessline 200

"url": "https://cn.chinadaily.com.cn/a/202601/20/WS696eef27a310942cc499bf9f.html",

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"id": "X06",       "title": "交易导流违规管理细则报道",       "url": "https://finance.sina.com.cn/tech/discovery/2025-03-12/doc-inepkkxi8789428.shtml",

Network accessline 211

"title": "交易导流违规管理细则报道",       "url": "https://finance.sina.com.cn/tech/discovery/2025-03-12/doc-inepkkxi8789428.shtml",       "publisher": "新浪科技转快科技",

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"url": "https://finance.sina.com.cn/tech/discovery/2025-03-12/doc-inepkkxi8789428.shtml",

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"id": "X07",       "title": "社区公约入口",       "url": "https://www.xiaohongshu.com/crown/community/agreement",

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"title": "社区公约入口",       "url": "https://www.xiaohongshu.com/crown/community/agreement",       "publisher": "小红书",

Network accessline 224

"url": "https://www.xiaohongshu.com/crown/community/agreement",

Network accessline 234

"id": "D01",       "title": "抖音社区自律公约",       "url": "https://www.douyin.com/rule/policy?activeId=self_decipline",

Network accessline 235

"title": "抖音社区自律公约",       "url": "https://www.douyin.com/rule/policy?activeId=self_decipline",       "publisher": "抖音",

Network accessline 236

"url": "https://www.douyin.com/rule/policy?activeId=self_decipline",

Network accessline 246

"id": "D02",       "title": "抖音用户服务协议",       "url": "https://www.douyin.com/agreements/?id=6773906068725565448",

Network accessline 247

"title": "抖音用户服务协议",       "url": "https://www.douyin.com/agreements/?id=6773906068725565448",       "publisher": "抖音",

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"url": "https://www.douyin.com/agreements/?id=6773906068725565448",

Network accessline 258

"id": "D03",       "title": "抖音社区医疗健康公约",       "url": "https://www.douyin.com/rule/policy?activeId=medical_convention",

Network accessline 259

"title": "抖音社区医疗健康公约",       "url": "https://www.douyin.com/rule/policy?activeId=medical_convention",       "publisher": "抖音",

Network accessline 260

"url": "https://www.douyin.com/rule/policy?activeId=medical_convention",

Network accessline 270

"id": "D04",       "title": "未成年内容管理规范",       "url": "https://www.douyin.com/rule/policy?activeId=teenage_content",

Network accessline 271

"title": "未成年内容管理规范",       "url": "https://www.douyin.com/rule/policy?activeId=teenage_content",       "publisher": "抖音",

Network accessline 272

"url": "https://www.douyin.com/rule/policy?activeId=teenage_content",

Network accessline 282

"id": "D05",       "title": "抖音电商规则中心",       "url": "https://school.jinritemai.com/doudian/web/rules/11593?tabKey=rules",

Network accessline 283

"title": "抖音电商规则中心",       "url": "https://school.jinritemai.com/doudian/web/rules/11593?tabKey=rules",       "publisher": "抖音电商",

Network accessline 284

"url": "https://school.jinritemai.com/doudian/web/rules/11593?tabKey=rules",

Network accessline 294

"id": "D06",       "title": "限制推广商品创作者准入规则修订公示",       "url": "https://school.jinritemai.com/doudian/wap/article/aJnbM4T5zjEZ?from_school=1&should_full_screen=1&should_hide_bottom_nav=1",

Network accessline 295

"title": "限制推广商品创作者准入规则修订公示",       "url": "https://school.jinritemai.com/doudian/wap/article/aJnbM4T5zjEZ?from_school=1&should_full_screen=1&should_hide_bottom_nav=1",       "publisher": "抖音电商",

Network accessline 296

"url": "https://school.jinritemai.com/doudian/wap/article/aJnbM4T5zjEZ?from_school=1&should_full_screen=1&should_hide_bottom_nav=1",

Network accessline 306

"id": "D07",       "title": "抖音社区热点信息和账号治理规则（试行）",       "url": "https://www.amac.org.cn/xwfb/hydt/202510/P020251024632762370838.pdf",

Network accessline 307

"title": "抖音社区热点信息和账号治理规则（试行）",       "url": "https://www.amac.org.cn/xwfb/hydt/202510/P020251024632762370838.pdf",       "publisher": "中国证券投资基金业协会转载抖音黑板报",

Network accessline 308

"url": "https://www.amac.org.cn/xwfb/hydt/202510/P020251024632762370838.pdf",

Network accessline 318

"id": "W01",       "title": "微信视频号运营规范",       "url": "https://weixin.qq.com/cgi-bin/readtemplate?t=weixin_agreement&s=video",

Network accessline 319

"title": "微信视频号运营规范",       "url": "https://weixin.qq.com/cgi-bin/readtemplate?t=weixin_agreement&s=video",       "publisher": "腾讯微信",

Network accessline 320

"url": "https://weixin.qq.com/cgi-bin/readtemplate?t=weixin_agreement&s=video",

Network accessline 331

"id": "W02",       "title": "视频号助手",       "url": "https://channels.weixin.qq.com/",

Network accessline 332

"title": "视频号助手",       "url": "https://channels.weixin.qq.com/",       "publisher": "腾讯微信",

Network accessline 333

"url": "https://channels.weixin.qq.com/",

`cs-guoshen/resources/rules/common/checklist.md`

Network accessline 41

| 编号 | 检查点 | 如何判断 / 修改方向 | 依据 | |---|---|---|---| | C25 | 完整网址、裸域名、短链 | 检查 `https://`、`www`、域名及路径。正常教程与导流分开；用户严格配置另算 | X01 3.2、D01 34、B02、用户要求 |

Network accessline 42

|---|---|---|---| | C25 | 完整网址、裸域名、短链 | 检查 `https://`、`www`、域名及路径。正常教程与导流分开；用户严格配置另算 | X01 3.2、D01 34、B02、用户要求 | | C26 | 疑似网址与拆分拼接 | 查空格、全角点、中文“点”、换行、口述字母、跨帧拼接；原样保留并回看，不建议用其绕审 | 同 C25；识别方法为本技能推断 |

Network accessline 43

| C25 | 完整网址、裸域名、短链 | 检查 `https://`、`www`、域名及路径。正常教程与导流分开；用户严格配置另算 | X01 3.2、D01 34、B02、用户要求 |

`cs-guoshen/resources/rules/history/sources-2026-09-06.json`

Network accessline 6

"id": "L01",       "title": "网络信息内容生态治理规定",       "url": "https://www.cac.gov.cn/2019-12/20/c_1578375159509309.htm",

Network accessline 7

"title": "网络信息内容生态治理规定",       "url": "https://www.cac.gov.cn/2019-12/20/c_1578375159509309.htm",       "publisher": "国家网信办",

Network accessline 8

"url": "https://www.cac.gov.cn/2019-12/20/c_1578375159509309.htm",

Network accessline 18

"id": "L02",       "title": "中华人民共和国广告法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_5474cf75173c45d6a0379730fb4e8d97.html",

Network accessline 19

"title": "中华人民共和国广告法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_5474cf75173c45d6a0379730fb4e8d97.html",       "publisher": "市场监管总局",

Network accessline 20

"url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_5474cf75173c45d6a0379730fb4e8d97.html",

Network accessline 30

"id": "L03",       "title": "互联网广告管理办法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_d93a579afd45413e8576e4623fab348f.html",

Network accessline 31

"title": "互联网广告管理办法",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_d93a579afd45413e8576e4623fab348f.html",       "publisher": "市场监管总局",

Network accessline 32

"url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/fgs/art/2023/art_d93a579afd45413e8576e4623fab348f.html",

Network accessline 42

"id": "L04",       "title": "广告绝对化用语执法指南",       "url": "https://www.samr.gov.cn/ggjgs/tzgg/art/2023/art_183b5cb48d9e4f0dba67f9f912a913ba.html",

Network accessline 43

"title": "广告绝对化用语执法指南",       "url": "https://www.samr.gov.cn/ggjgs/tzgg/art/2023/art_183b5cb48d9e4f0dba67f9f912a913ba.html",       "publisher": "市场监管总局",

Network accessline 44

"url": "https://www.samr.gov.cn/ggjgs/tzgg/art/2023/art_183b5cb48d9e4f0dba67f9f912a913ba.html",

Network accessline 54

"id": "L05",       "title": "人工智能生成合成内容标识办法",       "url": "https://www.cac.gov.cn/2025-03/14/c_1743654684782215.htm",

Network accessline 55

"title": "人工智能生成合成内容标识办法",       "url": "https://www.cac.gov.cn/2025-03/14/c_1743654684782215.htm",       "publisher": "国家网信办等",

Network accessline 56

"url": "https://www.cac.gov.cn/2025-03/14/c_1743654684782215.htm",

Network accessline 66

"id": "L06",       "title": "广告引证内容执法指南",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/ggjgs/art/2026/art_8962fc1e4eb44a87b93d265af43b6940.html",

Network accessline 67

"title": "广告引证内容执法指南",       "url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/ggjgs/art/2026/art_8962fc1e4eb44a87b93d265af43b6940.html",       "publisher": "市场监管总局",

Network accessline 68

"url": "https://www.samr.gov.cn/zw/zfxxgk/fdzdgknr/ggjgs/art/2026/art_8962fc1e4eb44a87b93d265af43b6940.html",

Network accessline 78

"id": "B01",       "title": "bilibili社区公约",       "url": "https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1",

Network accessline 79

"title": "bilibili社区公约",       "url": "https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1",       "publisher": "B站",

Network accessline 80

"url": "https://member.bilibili.com/studio/convention/content?index=3-1&navhide=1",

Network accessline 90

"id": "B02",       "title": "关于违规推广行为的治理公告（二）",       "url": "https://www.bilibili.com/opus/942458606667694096",

Network accessline 91

"title": "关于违规推广行为的治理公告（二）",       "url": "https://www.bilibili.com/opus/942458606667694096",       "publisher": "B站治理公告",

Network accessline 92

"url": "https://www.bilibili.com/opus/942458606667694096",

Network accessline 102

"id": "B03",       "title": "bilibili课堂帮助中心：课程内容规范",       "url": "https://www.bilibili.com/cheese/cooperate/help?active=6",

Network accessline 103

"title": "bilibili课堂帮助中心：课程内容规范",       "url": "https://www.bilibili.com/cheese/cooperate/help?active=6",       "publisher": "B站课堂",

Network accessline 104

"url": "https://www.bilibili.com/cheese/cooperate/help?active=6",

Network accessline 114

"id": "B04",       "title": "关于AI生成内容有序标识的公告",       "url": "https://www.bilibili.com/opus/1106496554576904197",

Network accessline 115

"title": "关于AI生成内容有序标识的公告",       "url": "https://www.bilibili.com/opus/1106496554576904197",       "publisher": "哔哩哔哩治理小分队",

Network accessline 116

"url": "https://www.bilibili.com/opus/1106496554576904197",

Network accessline 126

"id": "B05",       "title": "关于开展清朗·整治AI应用乱象专项公告",       "url": "https://www.bilibili.com/opus/1202507670848798745",

Network accessline 127

"title": "关于开展清朗·整治AI应用乱象专项公告",       "url": "https://www.bilibili.com/opus/1202507670848798745",       "publisher": "哔哩哔哩治理小分队",

Network accessline 128

"url": "https://www.bilibili.com/opus/1202507670848798745",

Network accessline 138

"id": "B06",       "title": "哔哩哔哩协议汇总",       "url": "https://www.bilibili.com/blackboard/topic/activity-cn8bxPLzz.html",

Network accessline 139

"title": "哔哩哔哩协议汇总",       "url": "https://www.bilibili.com/blackboard/topic/activity-cn8bxPLzz.html",       "publisher": "B站",

Network accessline 140

"url": "https://www.bilibili.com/blackboard/topic/activity-cn8bxPLzz.html",

Network accessline 150

"id": "X01",       "title": "小红书社区规范",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1",

Network accessline 151

"title": "小红书社区规范",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1",       "publisher": "小红书",

Network accessline 152

"url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1",

Network accessline 162

"id": "X02",       "title": "小红书用户服务协议",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20220331001/-1",

Network accessline 163

"title": "小红书用户服务协议",       "url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20220331001/-1",       "publisher": "小红书",

Network accessline 164

"url": "https://agree.xiaohongshu.com/h5/terms/ZXXY20220331001/-1",

Network accessline 174

"id": "X03",       "title": "内容审核规则总则",       "url": "https://ad.xiaohongshu.com/next_help/docs/8dc5bd9c45c9a90cb9912f3400d43f92",

Network accessline 175

"title": "内容审核规则总则",       "url": "https://ad.xiaohongshu.com/next_help/docs/8dc5bd9c45c9a90cb9912f3400d43f92",       "publisher": "小红书聚光",

Network accessline 176

"url": "https://ad.xiaohongshu.com/next_help/docs/8dc5bd9c45c9a90cb9912f3400d43f92",

Network accessline 186

"id": "X04",       "title": "专业号认证规则规范",       "url": "https://ad.xiaohongshu.com/next_help/docs/195c5fe505c71b4b0335a2fe0d61d8e0",

Network accessline 187

"title": "专业号认证规则规范",       "url": "https://ad.xiaohongshu.com/next_help/docs/195c5fe505c71b4b0335a2fe0d61d8e0",       "publisher": "小红书聚光",

Network accessline 188

"url": "https://ad.xiaohongshu.com/next_help/docs/195c5fe505c71b4b0335a2fe0d61d8e0",

Network accessline 198

"id": "X05",       "title": "社区公约2.0上线报道",       "url": "https://cn.chinadaily.com.cn/a/202601/20/WS696eef27a310942cc499bf9f.html",

Network accessline 199

"title": "社区公约2.0上线报道",       "url": "https://cn.chinadaily.com.cn/a/202601/20/WS696eef27a310942cc499bf9f.html",       "publisher": "中国日报网刊载平台介绍",

Network accessline 200

"url": "https://cn.chinadaily.com.cn/a/202601/20/WS696eef27a310942cc499bf9f.html",

Network accessline 210

"id": "X06",       "title": "交易导流违规管理细则报道",       "url": "https://finance.sina.com.cn/tech/discovery/2025-03-12/doc-inepkkxi8789428.shtml",

Network accessline 211

"title": "交易导流违规管理细则报道",       "url": "https://finance.sina.com.cn/tech/discovery/2025-03-12/doc-inepkkxi8789428.shtml",       "publisher": "新浪科技转快科技",

Network accessline 212

"url": "https://finance.sina.com.cn/tech/discovery/2025-03-12/doc-inepkkxi8789428.shtml",

Network accessline 222

"id": "X07",       "title": "社区公约入口",       "url": "https://www.xiaohongshu.com/crown/community/agreement",

Network accessline 223

"title": "社区公约入口",       "url": "https://www.xiaohongshu.com/crown/community/agreement",       "publisher": "小红书",

Network accessline 224

"url": "https://www.xiaohongshu.com/crown/community/agreement",

Network accessline 234

"id": "D01",       "title": "抖音社区自律公约",       "url": "https://www.douyin.com/rule/policy?activeId=self_decipline",

Network accessline 235

"title": "抖音社区自律公约",       "url": "https://www.douyin.com/rule/policy?activeId=self_decipline",       "publisher": "抖音",

Network accessline 236

"url": "https://www.douyin.com/rule/policy?activeId=self_decipline",

Network accessline 246

"id": "D02",       "title": "抖音用户服务协议",       "url": "https://www.douyin.com/agreements/?id=6773906068725565448",

Network accessline 247

"title": "抖音用户服务协议",       "url": "https://www.douyin.com/agreements/?id=6773906068725565448",       "publisher": "抖音",

Network accessline 248

"url": "https://www.douyin.com/agreements/?id=6773906068725565448",

Network accessline 258

"id": "D03",       "title": "抖音社区医疗健康公约",       "url": "https://www.douyin.com/rule/policy?activeId=medical_convention",

Network accessline 259

"title": "抖音社区医疗健康公约",       "url": "https://www.douyin.com/rule/policy?activeId=medical_convention",       "publisher": "抖音",

Network accessline 260

"url": "https://www.douyin.com/rule/policy?activeId=medical_convention",

Network accessline 270

"id": "D04",       "title": "未成年内容管理规范",       "url": "https://www.douyin.com/rule/policy?activeId=teenage_content",

Network accessline 271

"title": "未成年内容管理规范",       "url": "https://www.douyin.com/rule/policy?activeId=teenage_content",       "publisher": "抖音",

Network accessline 272

"url": "https://www.douyin.com/rule/policy?activeId=teenage_content",

Network accessline 282

"id": "D05",       "title": "抖音电商规则中心",       "url": "https://school.jinritemai.com/doudian/web/rules/11593?tabKey=rules",

Network accessline 283

"title": "抖音电商规则中心",       "url": "https://school.jinritemai.com/doudian/web/rules/11593?tabKey=rules",       "publisher": "抖音电商",

Network accessline 284

"url": "https://school.jinritemai.com/doudian/web/rules/11593?tabKey=rules",

Network accessline 294

"id": "D06",       "title": "限制推广商品创作者准入规则修订公示",       "url": "https://school.jinritemai.com/doudian/wap/article/aJnbM4T5zjEZ?from_school=1&should_full_screen=1&should_hide_bottom_nav=1",

Network accessline 295

"title": "限制推广商品创作者准入规则修订公示",       "url": "https://school.jinritemai.com/doudian/wap/article/aJnbM4T5zjEZ?from_school=1&should_full_screen=1&should_hide_bottom_nav=1",       "publisher": "抖音电商",

Network accessline 296

"url": "https://school.jinritemai.com/doudian/wap/article/aJnbM4T5zjEZ?from_school=1&should_full_screen=1&should_hide_bottom_nav=1",

Network accessline 306

"id": "D07",       "title": "抖音社区热点信息和账号治理规则（试行）",       "url": "https://www.amac.org.cn/xwfb/hydt/202510/P020251024632762370838.pdf",

Network accessline 307

"title": "抖音社区热点信息和账号治理规则（试行）",       "url": "https://www.amac.org.cn/xwfb/hydt/202510/P020251024632762370838.pdf",       "publisher": "中国证券投资基金业协会转载抖音黑板报",

Network accessline 308

"url": "https://www.amac.org.cn/xwfb/hydt/202510/P020251024632762370838.pdf",

`cs-guoshen/resources/rules/platforms/wechat_channels.md`

Network accessline 5

2026-09-07已取得 [微信视频号运营规范官方正文](https://weixin.qq.com/cgi-bin/readtemplate?t=weixin_agreement&s=video)。页面未明确本版发布时间与生效日，不能据此还原历史审核。常见违规概览、外链、直播、电商及加热专项需按场景继续核实；视频号助手入口不等于已读所有专项正文。

`cs-guoshen/resources/schemas/case.schema.json`

Network accessline 1

{   "$schema": "https://json-schema.org/draft/2020-12/schema",

Network accessline 2

"$schema": "https://json-schema.org/draft/2020-12/schema",

`cs-guoshen/resources/schemas/rule.schema.json`

Network accessline 1

{   "$schema": "https://json-schema.org/draft/2020-12/schema",

Network accessline 2

"$schema": "https://json-schema.org/draft/2020-12/schema",

`cs-guoshen/scripts/build_review_context.py`

Executable scriptline 1
```
Executable file
```

`cs-guoshen/scripts/extract_video.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`cs-guoshen/scripts/prepare_review.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`cs-guoshen/scripts/resource_paths.py`

Executable scriptline 1
```
Executable file
```

`cs-guoshen/scripts/scan_candidates.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`cs-guoshen/scripts/test_candidates.py`

Executable scriptline 1
```
Executable file
```

Network accessline 7

cases=[('https://example.com','url'),('example.com','suspected_url'),

`cs-guoshen/scripts/test_framework.py`

Executable scriptline 1
```
Executable file
```

`cs-guoshen/scripts/test_resource_paths.py`

Executable scriptline 1
```
Executable file
```

`cs-guoshen/scripts/validate_framework.py`

Executable scriptline 1
```
Executable file
```

`cs-guoshen/tests/test_prepare_review.py`

Executable scriptline 1
```
Executable file
```

`cs-kai-cover/scripts/render-cover.mjs`

Executable scriptline 1
```
#!/usr/bin/env node
```

`cs-knowledge-film/SKILL.md`

Network accessline 6

<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

`cs-knowledge-film/scripts/render.mjs`

Executable scriptline 1
```
Executable file
```

`cs-knowledge-film/scripts/score.py`

Executable scriptline 1
```
Executable file
```

`cs-knowledge-film/scripts/timeline.mjs`

Executable scriptline 1
```
Executable file
```

`cs-knowledge-film/scripts/tts.py`

Executable scriptline 1
```
Executable file
```

`cs-narration-phrase-timeline/SKILL.md`

Network accessline 6

<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

`cs-personal-ip-script/SKILL.md`

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-pixel-explainer/SKILL.md`

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<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

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1. 本 skill 目录：[`engine/`](engine/)（从 GitHub 安装时就在这里；没有就 `git clone https://github.com/ChenShuo2004/cs-skills`，目录 `cs-pixel-explainer/engine/`）

`cs-pixel-explainer/engine/render.mjs`

Executable scriptline 1
```
Executable file
```

`cs-pixel-explainer/engine/timeline.mjs`

Executable scriptline 1
```
Executable file
```

`cs-pixel-explainer/engine/tts.py`

Executable scriptline 1
```
Executable file
```

`cs-pixel-explainer/engine/配音.bat`

Executable scriptline 1
```
Executable file
```

`cs-ralph-runner/SKILL.md`

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-run/SKILL.md`

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-search-skill/SKILL.md`

Network accessline 6

<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-video-download/scripts/download_media.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 7
```
[Credential-related source omitted]
```

`cs-video-download/tests/test_download.py`

Executable scriptline 1
```
Executable file
```

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thread = threading.Thread(target=server.serve_forever, daemon=True)             thread.start()             base = f"http://127.0.0.1:{server.server_port}"

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thread.start()             base = f"http://127.0.0.1:{server.server_port}"             out = root / "downloads"

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base = f"http://127.0.0.1:{server.server_port}"

`cs-web-promo-film/SKILL.md`

Network accessline 6

<!-- CS Skills · 陈硕 | portable skill entry | https://github.com/ChenShuo2004/cs-skills -->

`cs-web-promo-film/assets/capture.config.example.json`

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{       "label": "brand-home",       "url": "https://example.com/home",

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"label": "brand-home",       "url": "https://example.com/home",       "needles": ["不同的入口", "实验室", "阅览室"]

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```
"url": "https://example.com/home",
```

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{       "label": "room-theme",       "url": "https://example.com/theme",

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"label": "room-theme",       "url": "https://example.com/theme",       "panel": ".main-panel",

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```
"url": "https://example.com/theme",
```

`cs-web-promo-film/assets/promo-starter/src/Root.tsx`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/index.ts`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/promo/PromoFilm.tsx`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/promo/Window.tsx`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/promo/anim.ts`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/promo/fonts.ts`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/promo/tokens.ts`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/assets/promo-starter/src/promo/ui.tsx`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/references/capture.md`

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"overlayTexts": ["购买完整内容", "免费使用"],   "targets": [     { "label": "brand-home", "url": "https://example.com/home" },

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"targets": [     { "label": "brand-home", "url": "https://example.com/home" },     { "label": "room-theme", "url": "https://example.com/theme", "panel": ".main-panel" }

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{ "label": "brand-home", "url": "https://example.com/home" },

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{ "label": "room-theme", "url": "https://example.com/theme", "panel": ".main-panel" }

`cs-web-promo-film/references/motion-direction.md`

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方法来源：[观默《全网首发！用 Codex 自动生成顶尖动效视频》](https://x.com/guanmo_ai/status/2105146205915283737)。这里将其中的导演层、错相、物理和逐帧检查原则收敛到本 skill 的真实网页与 Remotion 边界内。

`cs-web-promo-film/scripts/capture.mjs`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/scripts/find-region.mjs`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/scripts/luma-sweep.mjs`

Executable scriptline 1
```
Executable file
```

`cs-web-promo-film/scripts/measure.mjs`

Executable scriptline 1
```
Executable file
```

`cs-writer/SKILL.md`

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<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

`cs-writer/references/source-samples.md`

Network accessline 11

- 日期：2026-08-22 - 原帖：[X](https://x.com/ChenshuoAI/status/2090983162952536488)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2090983162952536488)

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--- id: "2090983162952536488" url: "https://x.com/ChenshuoAI/status/2090983162952536488"

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id: "2090983162952536488" url: "https://x.com/ChenshuoAI/status/2090983162952536488" date: 2026-08-22

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url: "https://x.com/ChenshuoAI/status/2090983162952536488"

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先放项目： GitHub： https://t.co/nL01PAAChg

Network accessline 42
```
GitHub： https://t.co/nL01PAAChg
```

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然后自动完成： 声音克隆 → 分镜拆解 → https://t.co/tOQUBFWE43 https://t.co/KiV99FTc2x

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声音克隆 → 分镜拆解 → https://t.co/tOQUBFWE43 https://t.co/KiV99FTc2x

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- 链接：https://x.com/ChenshuoAI/status/2090983162952536488

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- 日期：2026-08-12 - 原帖：[X](https://x.com/ChenshuoAI/status/2087219652019822791)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2087219652019822791)

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--- id: "2087219652019822791" url: "https://x.com/ChenshuoAI/status/2087219652019822791"

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id: "2087219652019822791" url: "https://x.com/ChenshuoAI/status/2087219652019822791" date: 2026-08-12

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url: "https://x.com/ChenshuoAI/status/2087219652019822791"

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- 链接：https://x.com/ChenshuoAI/status/2087219652019822791

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- 日期：2026-08-29 - 原帖：[X](https://x.com/ChenshuoAI/status/2093497358751277251)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2093497358751277251)

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--- id: "2093497358751277251" url: "https://x.com/ChenshuoAI/status/2093497358751277251"

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id: "2093497358751277251" url: "https://x.com/ChenshuoAI/status/2093497358751277251" date: 2026-08-29

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url: "https://x.com/ChenshuoAI/status/2093497358751277251"

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https://t.co/Me0fWARaYK https://t.co/PCjOxL56Tz https://t.co/3M0cjE7mgR

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- 链接：https://x.com/ChenshuoAI/status/2093497358751277251

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- 日期：2026-08-24 - 原帖：[X](https://x.com/ChenshuoAI/status/2091700013130981792)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2091700013130981792)

Network accessline 194

--- id: "2091700013130981792" url: "https://x.com/ChenshuoAI/status/2091700013130981792"

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id: "2091700013130981792" url: "https://x.com/ChenshuoAI/status/2091700013130981792" date: 2026-08-24

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url: "https://x.com/ChenshuoAI/status/2091700013130981792"

Network accessline 220

做内容最难的，往往不是剪辑，也不是拍摄 而是——把一句话说对 所以我给白板视频系统加了一个新功能：文案改写 https://t.co/YN7DnAkpq7 https://t.co/UWCu7Ngsc5

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所以我给白板视频系统加了一个新功能：文案改写 https://t.co/YN7DnAkpq7 https://t.co/UWCu7Ngsc5

Network accessline 226

- 链接：https://x.com/ChenshuoAI/status/2091700013130981792

Network accessline 236

- 日期：2026-08-12 - 原帖：[X](https://x.com/ChenshuoAI/status/2087520570590347331)

Network accessline 237

- 原帖：[X](https://x.com/ChenshuoAI/status/2087520570590347331)

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--- id: "2087520570590347331" url: "https://x.com/ChenshuoAI/status/2087520570590347331"

Network accessline 243

id: "2087520570590347331" url: "https://x.com/ChenshuoAI/status/2087520570590347331" date: 2026-08-12

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url: "https://x.com/ChenshuoAI/status/2087520570590347331"

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- 链接：https://x.com/ChenshuoAI/status/2087520570590347331

Network accessline 346

- 日期：2026-09-08 - 原帖：[X](https://x.com/ChenshuoAI/status/2097294379308195991)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2097294379308195991)

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--- id: "2097294379308195991" url: "https://x.com/ChenshuoAI/status/2097294379308195991"

Network accessline 353

id: "2097294379308195991" url: "https://x.com/ChenshuoAI/status/2097294379308195991" date: 2026-09-08

Network accessline 354

url: "https://x.com/ChenshuoAI/status/2097294379308195991"

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- 链接：https://x.com/ChenshuoAI/status/2097294379308195991

Network accessline 439

- 日期：2026-08-21 - 原帖：[X](https://x.com/ChenshuoAI/status/2090616300985086218)

Network accessline 440

- 原帖：[X](https://x.com/ChenshuoAI/status/2090616300985086218)

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--- id: "2090616300985086218" url: "https://x.com/ChenshuoAI/status/2090616300985086218"

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id: "2090616300985086218" url: "https://x.com/ChenshuoAI/status/2090616300985086218" date: 2026-08-21

Network accessline 447

url: "https://x.com/ChenshuoAI/status/2090616300985086218"

Network accessline 472

· 上传一段 10–30 秒参考声音 · 粘贴一段你想表达的文案 · https://t.co/2RmRKPtJ24 https://t.co/n1bDBXSHC3

Network accessline 474

· https://t.co/2RmRKPtJ24 https://t.co/n1bDBXSHC3

Network accessline 478

- 链接：https://x.com/ChenshuoAI/status/2090616300985086218

Network accessline 486

- 日期：2026-08-31 - 原帖：[X](https://x.com/ChenshuoAI/status/2094254474856657014)

Network accessline 487

- 原帖：[X](https://x.com/ChenshuoAI/status/2094254474856657014)

Network accessline 492

--- id: "2094254474856657014" url: "https://x.com/ChenshuoAI/status/2094254474856657014"

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id: "2094254474856657014" url: "https://x.com/ChenshuoAI/status/2094254474856657014" date: 2026-08-31

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url: "https://x.com/ChenshuoAI/status/2094254474856657014"

Network accessline 522

而且效果已经不是“能用”的阶段了， 是继续把背景、模板和制作流程优化一下，就可以直接进入批量生产。 现在声音效果已经够稳， https://t.co/8T3ZwIHcJV

Network accessline 524

现在声音效果已经够稳， https://t.co/8T3ZwIHcJV

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- 链接：https://x.com/ChenshuoAI/status/2094254474856657014

Network accessline 538

- 日期：2026-08-28 - 原帖：[X](https://x.com/ChenshuoAI/status/2093182030775279991)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2093182030775279991)

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--- id: "2093182030775279991" url: "https://x.com/ChenshuoAI/status/2093182030775279991"

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id: "2093182030775279991" url: "https://x.com/ChenshuoAI/status/2093182030775279991" date: 2026-08-28

Network accessline 546

url: "https://x.com/ChenshuoAI/status/2093182030775279991"

Network accessline 575

转几千万、送天价礼物、做重大投资、把感情和钱混在一起之前—— https://t.co/j5dqK5ZW0d https://t.co/FrrpqecK2q

Network accessline 579

- 链接：https://x.com/ChenshuoAI/status/2093182030775279991

Network accessline 587

- 日期：2026-09-02 - 原帖：[X](https://x.com/ChenshuoAI/status/2095160052294525188)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2095160052294525188)

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--- id: "2095160052294525188" url: "https://x.com/ChenshuoAI/status/2095160052294525188"

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id: "2095160052294525188" url: "https://x.com/ChenshuoAI/status/2095160052294525188" date: 2026-09-02

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url: "https://x.com/ChenshuoAI/status/2095160052294525188"

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- 链接：https://x.com/ChenshuoAI/status/2095160052294525188

Network accessline 677

- 日期：2026-09-04 - 原帖：[X](https://x.com/ChenshuoAI/status/2095682962000151008)

Network accessline 678

- 原帖：[X](https://x.com/ChenshuoAI/status/2095682962000151008)

Network accessline 683

--- id: "2095682962000151008" url: "https://x.com/ChenshuoAI/status/2095682962000151008"

Network accessline 684

id: "2095682962000151008" url: "https://x.com/ChenshuoAI/status/2095682962000151008" date: 2026-09-04

Network accessline 685

url: "https://x.com/ChenshuoAI/status/2095682962000151008"

Network accessline 706

你好，我是陈硕：从2024年就开始使用gpt，4o时代，claude时代，远没有这次跟新给我带来的幻觉重大，原本我是从来不写更新文章的，但是这次我不得不写 发布片链接： https://openai.com/index/gpt-6-astra/?video=1222553704

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https://openai.com/index/gpt-6-astra/?video=1222553704

Network accessline 818

陈硕在做的事情 👉https://everlightai.top/

Network accessline 822

- 链接：https://x.com/ChenshuoAI/status/2095682962000151008

Network accessline 830

- 日期：2026-09-08 - 原帖：[X](https://x.com/ChenshuoAI/status/2097164948128641337)

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- 原帖：[X](https://x.com/ChenshuoAI/status/2097164948128641337)

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--- id: "2097164948128641337" url: "https://x.com/ChenshuoAI/status/2097164948128641337"

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id: "2097164948128641337" url: "https://x.com/ChenshuoAI/status/2097164948128641337" date: 2026-09-08

Network accessline 838

url: "https://x.com/ChenshuoAI/status/2097164948128641337"

Network accessline 957

陈硕在做的事情 👉https://everlightai.top/

Network accessline 961

- 链接：https://x.com/ChenshuoAI/status/2097164948128641337

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 1 fact

Contacts ark.cn-beijing.volces.com, which SKILL.md, the README and the plugin manifest do not mentioncs-auto-videl/scripts/seedance_submit.py:23High confidence

Signal confidence: 287 facts

Network access in prose of the SKILL.mdcs-auto-videl/SKILL.md:6Low confidence
Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuecs-auto-videl/references/nine-grid-workflow.md:12Low confidence
Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuecs-auto-videl/references/nine-grid-workflow.md:23Low confidence
Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuecs-auto-videl/references/seedance-api.md:13Low confidence
Network access in prose of documentationcs-auto-videl/references/seedance-api.md:15Low confidence
Access to secrets in prose of documentationcs-auto-videl/references/seedance-api.md:15Low confidence
Network access in prose of documentationcs-auto-videl/references/seedance-api.md:16Low confidence
Network access in prose of documentationcs-auto-videl/references/seedance-api.md:17Low confidence
Network access in prose of documentationcs-auto-videl/references/seedance-api.md:24Low confidence
Network access in prose of documentationcs-auto-videl/references/seedance-api.md:25Low confidence
Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valuecs-auto-videl/references/seedance-api.md:27Low confidence
Network access in code of documentationcs-auto-videl/references/seedance-api.md:114Low confidence
Network access in code of documentationcs-auto-videl/references/seedance-api.md:115Low confidence
Network access in code of documentationcs-auto-videl/references/seedance-api.md:116Low confidence
Network access in code of documentationcs-auto-videl/references/seedance-api.md:117Low confidence
Executable script in code of a file that runscs-auto-videl/scripts/extract_copy_review_frames.py:1High confidence
Executable script in code of a file that runscs-auto-videl/scripts/seedance_submit.py:1High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:23High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:71Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:72Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:113Low confidence
Access to secrets in code of a file that runscs-auto-videl/scripts/seedance_submit.py:114High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:120High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:121High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:122High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:137High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:138High confidence
Network access in code of a file that runscs-auto-videl/scripts/seedance_submit.py:139High confidence
Access to secrets in code of a file that runscs-auto-videl/scripts/seedance_submit.py:223High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:227Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:230Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:236Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:307Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:321Low confidence
Access to secrets in code of a file that runscs-auto-videl/scripts/seedance_submit.py:322High confidence
Access to secrets in code of a file that runscs-auto-videl/scripts/seedance_submit.py:324High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:327Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecs-auto-videl/scripts/seedance_submit.py:344Low confidence
Executable script in code of a testcs-auto-videl/tests/test_google_flow_contract.py:1Low confidence
Executable script in code of a testcs-auto-videl/tests/test_prompt_image_contract.py:1Low confidence
Executable script in code of a testcs-auto-videl/tests/test_route_contract.py:1Low confidence
Possible obfuscation in code of a testcs-auto-videl/tests/test_route_contract.py:15Low confidence
Possible obfuscation in code of a testcs-auto-videl/tests/test_route_contract.py:16Low confidence
Possible obfuscation in code of a testcs-auto-videl/tests/test_route_contract.py:17Low confidence
Executable script in code of a testcs-auto-videl/tests/test_seedance_audio_contract.py:1Low confidence
Possible obfuscation in code of a testcs-auto-videl/tests/test_seedance_audio_contract.py:16Low confidence
Possible obfuscation in code of a testcs-auto-videl/tests/test_seedance_audio_contract.py:17Low confidence
Possible obfuscation in code of a testcs-auto-videl/tests/test_seedance_audio_contract.py:18Low confidence
Network access in code of a testcs-auto-videl/tests/test_seedance_audio_contract.py:73Low confidence
Network access in code of a testcs-auto-videl/tests/test_seedance_audio_contract.py:74Low confidence

and 237 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md cs-auto-videl/SKILL.md	`.claude/skills/<skill-name>/`
Codex	Native	Manifest AGENTS.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md cs-auto-videl/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md cs-auto-videl/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md cs-auto-videl/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md cs-auto-videl/SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.