Rewrite Plan
nexu-io/open-design
Author a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with explicit ownership boundaries and patch-safety guarantees.
对全书全部章节（不含前言/致谢/附录）依次进行 review + rewrite 的完整循环. An agent skill from zhiweio/from-data-to-intelligence.
Custom licenceAuto-check passed
Install Review And Rewrite All
$ npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zhiweio/from-data-to-intelligence review-and-rewrite-all --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/zhiweio/from-data-to-intelligence.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/review-and-rewrite-all .claude/skills/review-and-rewrite-all && rm -rf skills-srcUse ~/.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/
Install the "review-and-rewrite-all" agent skill from https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-all into .claude/skills/review-and-rewrite-all/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-and-rewrite-all", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-allType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zhiweio/from-data-to-intelligence review-and-rewrite-all --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhiweio/from-data-to-intelligence.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/review-and-rewrite-all .agents/skills/review-and-rewrite-all && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-and-rewrite-all" agent skill from https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-all into .agents/skills/review-and-rewrite-all/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-and-rewrite-all", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zhiweio/from-data-to-intelligence review-and-rewrite-all --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhiweio/from-data-to-intelligence.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/review-and-rewrite-all .cursor/skills/review-and-rewrite-all && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "review-and-rewrite-all" agent skill from https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-all into .cursor/skills/review-and-rewrite-all/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-and-rewrite-all", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/zhiweio/from-data-to-intelligence.git --path .agents/skills/review-and-rewrite-all--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zhiweio/from-data-to-intelligence review-and-rewrite-all --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhiweio/from-data-to-intelligence.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/review-and-rewrite-all .gemini/skills/review-and-rewrite-all && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "review-and-rewrite-all" agent skill from https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-all into .gemini/skills/review-and-rewrite-all/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-and-rewrite-all", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install zhiweio/from-data-to-intelligence review-and-rewrite-allInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zhiweio/from-data-to-intelligence.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/review-and-rewrite-all .github/skills/review-and-rewrite-all && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "review-and-rewrite-all" agent skill from https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-all into .github/skills/review-and-rewrite-all/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-and-rewrite-all", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zhiweio/from-data-to-intelligence review-and-rewrite-all --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhiweio/from-data-to-intelligence.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/review-and-rewrite-all .opencode/skills/review-and-rewrite-all && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "review-and-rewrite-all" agent skill from https://github.com/zhiweio/from-data-to-intelligence/tree/main/.agents/skills/review-and-rewrite-all into .opencode/skills/review-and-rewrite-all/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-and-rewrite-all", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
review-and-rewrite-all- GitHub stars
- 136
- Token cost
- ~2k tokens
- SKILL.md length
- 482 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
对全书全部章节（不含前言/致谢/附录）依次进行 review + rewrite 的完整循环. An agent skill from zhiweio/from-data-to-intelligence.
- Works in 12 steps: 初始化与进度恢复 → 加载当前章内容并审查 (review-chapter 逻辑) → 重写未通过的小节 (rewrite-section 逻辑) → …
- User says 全量审查重写
- SKILL.md covers 核心原则, 执行模式, 使用方式 and 执行流程, plus 5 more sections
- Calls uv
What it does
Review And Rewrite All is an agent skill from zhiweio/from-data-to-intelligence. 对全书全部章节（不含前言/致谢/附录）依次进行 review + rewrite 的完整循环。 先调用 review-chapter 审查一章，若任何小节未达到阈值，立即调用 rewrite-section 重写， 重写完成后重新审查确认通过，然后进入下一章。全程不间断，直到全书覆盖完毕。 Use when user says "全量审查重写", "review and rewrite all", "全书review", "从头到尾检查", or uses loop-related terms with review/rewrite.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 从数据到智能：企业级数据平台的构建、演进与 Agentic BI 实践。一个数据开发的八年数据工程手记：从 0 到 1 构建企业级医药数据平台，再到 Data + AI 转型下的 Agentic BI。
When your agent uses it
- User says 全量审查重写
- Review and rewrite all
- Uses loop-related terms with review/rewrite
Example prompts
- “全量审查重写”
- “review and rewrite all”
- “全书review”
- “/review-and-rewrite-all”
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- 初始化与进度恢复
- 加载当前章内容并审查 (review-chapter 逻辑)
- 重写未通过的小节 (rewrite-section 逻辑)
- 重审确认（Re-review）
- 章完成与进度推进
- 循环前进
- 全书完成
- 永不自动跳过
- 重写质量不可妥协
- 让步通过必须有书面理由
- 构建验证不能少
- 进度文件实时更新
What it can do on your machine
Read from SKILL.md and the folder at commit 803e496. 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
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
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
Review And Rewrite All loads about 2k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 482 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 482 words (~2,029 tokens).
- name
- review-and-rewrite-all
Files
Just SKILL.md in .agents/skills/review-and-rewrite-all of zhiweio/from-data-to-intelligence.
Open the folder on GitHubat commit 803e496
Compare with similar skills
Review And Rewrite All 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Review And Rewrite All this skillzhiweio/from-data-to-intelligence | 136 | — | ~2k | Automated safety check: Pass | Custom licence | |
| Rewrite Plannexu-io/open-design | 100k | — | ~511 | Automated safety check: Pass | Apache-2.0 | |
| RewriteNxcoreAI/EverRoom | 3k | — | ~124 | Automated safety check: Pass | Custom licence | |
| Novel to Screenplay Rewriterchatfire-AI/huobao-drama | 16k | — | ~209 | Automated safety check: Pass | Custom licence | |
| Article Rewriterdigoal/blog | 8.6k | — | ~675 | Automated safety check: Pass | GPL-2.0 | |
| Blog RewriteAgriciDaniel/claude-blog | 2.3k | — | ~4.6k | Automated safety check: Pass | MIT |
Similar skills
Rewrite
NxcoreAI/EverRoom
Rewrite only the supplied selectedText per the instruction and return the replacement fragment.
Novel to Screenplay Rewriter
chatfire-AI/huobao-drama
Rewrites narrated novel chapters into a formatted screenplay with scene headers and dialogue, keeping the plot and cutting camera directions.
Article Rewriter
digoal/blog
给定一篇文章的 URL 或全文内容，深度阅读消化后，以更高屋建瓴的视角创作一篇全新文章： 提取核心观点+基石假设，找逻辑漏洞或用第一性原理重构假设，续写新内容，最终输出图文并茂的 Markdown 文章。
Blog Rewrite
AgriciDaniel/claude-blog
Rewrite and optimize existing blog posts for Google SEO (May 2026 Core Update, E-E-A-T) and AI citation visibility as one SEO discipline.
Blog Rewrite
AgriciDaniel/claude-blog
Rewrite and optimize existing blog posts for Google SEO (May 2026 Core Update, March 2026 core/spam context, June 2026 spam context, E-E-A-T) and AI citation visibility as one SEO discipline.
More from zhiweio/from-data-to-intelligence
Humanize All
zhiweio/from-data-to-intelligence
对全书全部章节（含前言/致谢/附录）依次进行去 AI 写作痕迹处理. An agent skill from zhiweio/from-data-to-intelligence.
Review Chapter
zhiweio/from-data-to-intelligence
对书籍章节进行内容质量审查，按 Part → Chapter → Section 粒度逐节评分. An agent skill from zhiweio/from-data-to-intelligence.
Rewrite Section
zhiweio/from-data-to-intelligence
对书籍中未通过质量审查的章节（粒度为 H3 小节）进行深度重写. An agent skill from zhiweio/from-data-to-intelligence.
Questions about Review And Rewrite All
What does Review And Rewrite All do?
对全书全部章节（不含前言/致谢/附录）依次进行 review + rewrite 的完整循环. An agent skill from zhiweio/from-data-to-intelligence. Review And Rewrite All is an agent skill from zhiweio/from-data-to-intelligence. 对全书全部章节（不含前言/致谢/附录）依次进行 review + rewrite 的完整循环。 先调用 review-chapter 审查一章，若任何小节未达到阈值，立即调用 rewrite-section 重写， 重写完成后重新审查确认通过，然后进入下一章。全程不间断，直到全书覆盖完毕。 Use when user says "全量审查重写", "review and rewrite all", "全书review", "从头到尾检查", or uses loop-related terms with review/rewrite.
When should I use Review And Rewrite All?
Review And Rewrite All fits situations like: user says 全量审查重写; review and rewrite all; uses loop-related terms with review/rewrite.
How do I install Review And Rewrite All in Claude Code?
Run `npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a claude-code`. Or copy the skill folder (.agents/skills/review-and-rewrite-all in zhiweio/from-data-to-intelligence) into .claude/skills/review-and-rewrite-all in your project. Claude Code loads it when a task matches its description.
How do I install Review And Rewrite All in Codex?
Run `npx skills add zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a codex`. Or copy the skill folder (.agents/skills/review-and-rewrite-all in zhiweio/from-data-to-intelligence) into .agents/skills/review-and-rewrite-all in your project. Codex loads it when a task matches its description.
Can I use Review And Rewrite All 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 zhiweio/from-data-to-intelligence --skill review-and-rewrite-all -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-and-rewrite-all, .gemini/skills/review-and-rewrite-all, .github/skills/review-and-rewrite-all and .opencode/skills/review-and-rewrite-all in your project.
What does Review And Rewrite All need to run?
Going by SKILL.md and its folder, Review And Rewrite All needs the command-line tools its instructions call (uv).
Does Review And Rewrite All access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Review And Rewrite All 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 Review And Rewrite All use?
Review And Rewrite All has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Review And Rewrite All use?
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Review And Rewrite All?
Skills that share tags, products or a category with Review And Rewrite All: Rewrite Plan (nexu-io/open-design, 100k stars), Rewrite (NxcoreAI/EverRoom, 3k stars), Novel to Screenplay Rewriter (chatfire-AI/huobao-drama, 16k stars) and Article Rewriter (digoal/blog, 8.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review And Rewrite All?
zhiweio (a GitHub user) maintains it in zhiweio/from-data-to-intelligence, which has 136 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on July 17, 2026.
Source: zhiweio/from-data-to-intelligence on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.