Agent skill

Product AI Remake

by chendongqi in chendongqi/OPB-Skills

AI 产品重做探索器 - 基于已验证产品的 AI 重做方法论。核心理念:AI 时代所有产品都值得用 AI 重做一遍。适用场景:(1) 寻找可 AI 化重做的成熟产品,(2) 评估产品的 AI 重做可行性和差异化机会,(3) 设计 AI 版本的产品方案,(4) 制定 AI…

No licenceAuto-check passed

Install Product AI Remake

skills CLI
$ npx skills add chendongqi/OPB-Skills --skill product-ai-remake -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install chendongqi/OPB-Skills product-ai-remake --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/chendongqi/OPB-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/product-ai-remake .claude/skills/product-ai-remake && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
product-ai-remake
GitHub stars
126
Token cost
~840 tokens
SKILL.md length
222 words
Files
4 (incl. references)
Skills in repo
75
Repo updated
First seen
Licence
None found

At a glance

AI 产品重做探索器 - 基于已验证产品的 AI 重做方法论。核心理念:AI 时代所有产品都值得用 AI 重做一遍。适用场景:(1) 寻找可 AI 化重做的成熟产品,(2) 评估产品的 AI 重做可行性和差异化机会,(3) 设计 AI 版本的产品方案,(4) 制定 AI…

  • Works in 3 steps: 发现 (Find) → 重做 (Remake) → 推广 (Launch)
  • SKILL.md covers 三步工作流, Step 1: 发现 (Find), Step 2: 重做 (Remake) and Step 3: 推广 (Launch), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Product AI Remake is an agent skill from chendongqi/OPB-Skills. AI 产品重做探索器 - 基于已验证产品的 AI 重做方法论。核心理念:AI 时代所有产品都值得用 AI 重做一遍。适用场景:(1) 寻找可 AI 化重做的成熟产品,(2) 评估产品的 AI 重做可行性和差异化机会,(3) 设计 AI 版本的产品方案,(4) 制定 AI 产品的推广策略。触发词:AI重做、产品重做、AI化、找产品、产品创意、产品机会、remake、重新定义。区别于从零开始的产品创意,本技能聚焦于站在巨人肩膀上的 AI 创新。

Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/launch-channels.md`, `references/research-template.md` and `references/scoring-card.md`).

The repository describes itself as: 一套覆盖一个公司完整业务的SKILL,适用ClaudeCode,Codex,OpenCode等工具.

Example prompts

  • “/product-ai-remake”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. 发现 (Find)
  2. 重做 (Remake)
  3. 推广 (Launch)

What it can do on your machine

Read from SKILL.md and the folder at commit d587882. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Product AI Remake loads about 840 tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 222 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~840
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 222 words (~840 tokens).

name
product-ai-remake

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in skills/product-ai-remake of chendongqi/OPB-Skills.

  • SKILL.md
  • references/launch-channels.md
  • references/research-template.md
  • references/scoring-card.md

Open the folder on GitHubat commit d587882

Compare with similar skills

Product AI Remake next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Product AI Remake compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Product AI Remake this skillchendongqi/OPB-Skills126—~840Automated safety check: PassNone
Viral Video Teardown Remakesickn33/agentic-awesome-skills47k1 repos~3.2kAutomated safety check: PassMIT-0
Handout Remakexamjiang/handout-remake146—~1.3kAutomated safety check: PassMIT
Skill Xhs PublisherZJU-REAL/Easel3.4k—~726Automated safety check: PassApache-2.0
Skill Douyin UploadZJU-REAL/Easel3.4k—~1.5kAutomated safety check: PassApache-2.0
Openclaw WorkflowLeoYeAI/openclaw-master-skills2.2k—~4kAutomated safety check: PassMIT

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Questions about Product AI Remake

What does Product AI Remake do?

AI 产品重做探索器 - 基于已验证产品的 AI 重做方法论。核心理念:AI 时代所有产品都值得用 AI 重做一遍。适用场景:(1) 寻找可 AI 化重做的成熟产品,(2) 评估产品的 AI 重做可行性和差异化机会,(3) 设计 AI 版本的产品方案,(4) 制定 AI…. Product AI Remake is an agent skill from chendongqi/OPB-Skills.

How do I install Product AI Remake in Claude Code?

Run `npx skills add chendongqi/OPB-Skills --skill product-ai-remake -a claude-code`. Or copy the skill folder (skills/product-ai-remake in chendongqi/OPB-Skills) into .claude/skills/product-ai-remake in your project. Claude Code loads it when a task matches its description.

How do I install Product AI Remake in Codex?

Run `npx skills add chendongqi/OPB-Skills --skill product-ai-remake -a codex`. Or copy the skill folder (skills/product-ai-remake in chendongqi/OPB-Skills) into .agents/skills/product-ai-remake in your project. Codex loads it when a task matches its description.

Can I use Product AI Remake in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add chendongqi/OPB-Skills --skill product-ai-remake -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/product-ai-remake, .gemini/skills/product-ai-remake, .github/skills/product-ai-remake and .opencode/skills/product-ai-remake in your project.

What does Product AI Remake need to run?

SKILL.md names no scripts, command-line tools or credentials: Product AI Remake is instructions for the agent only.

Does Product AI Remake access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Product AI Remake safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Product AI Remake use?

No licence was found for Product AI Remake or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Product AI Remake use?

About 840 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.9k tokens, read only when the agent opens those files.

What are the alternatives to Product AI Remake?

Skills that share tags, products or a category with Product AI Remake: Viral Video Teardown Remake (sickn33/agentic-awesome-skills, 47k stars), Handout Remake (xamjiang/handout-remake, 146 stars), Skill Xhs Publisher (ZJU-REAL/Easel, 3.4k stars) and Skill Douyin Upload (ZJU-REAL/Easel, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Product AI Remake?

chendongqi (a GitHub user) maintains it in chendongqi/OPB-Skills, which has 126 GitHub stars. The repository holds 75 skills in this directory. The repository was last updated on February 11, 2026.

Source: chendongqi/OPB-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.