R Python Translation
brycewang-stanford/Auto-Empirical-Research-Skills
R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
Generates comprehensive analysis reports, executive summaries, and technical documentation.
Install Report Writer
$ npx skills add liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install liangdabiao/claude-data-analysis-ultra-main report-writer --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/liangdabiao/claude-data-analysis-ultra-main.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/report-writer .claude/skills/report-writer && 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 "report-writer" agent skill from https://github.com/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writer into .claude/skills/report-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-writer", 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/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writerType 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 liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install liangdabiao/claude-data-analysis-ultra-main report-writer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/claude-data-analysis-ultra-main.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/report-writer .agents/skills/report-writer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "report-writer" agent skill from https://github.com/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writer into .agents/skills/report-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-writer", 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 liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install liangdabiao/claude-data-analysis-ultra-main report-writer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/claude-data-analysis-ultra-main.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/report-writer .cursor/skills/report-writer && 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 "report-writer" agent skill from https://github.com/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writer into .cursor/skills/report-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-writer", 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/liangdabiao/claude-data-analysis-ultra-main.git --path .claude/skills/report-writer--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 liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install liangdabiao/claude-data-analysis-ultra-main report-writer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/claude-data-analysis-ultra-main.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/report-writer .gemini/skills/report-writer && 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 "report-writer" agent skill from https://github.com/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writer into .gemini/skills/report-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-writer", 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 liangdabiao/claude-data-analysis-ultra-main report-writerInstalls 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 liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/liangdabiao/claude-data-analysis-ultra-main.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/report-writer .github/skills/report-writer && 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 "report-writer" agent skill from https://github.com/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writer into .github/skills/report-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-writer", 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 liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install liangdabiao/claude-data-analysis-ultra-main report-writer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/claude-data-analysis-ultra-main.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/report-writer .opencode/skills/report-writer && 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 "report-writer" agent skill from https://github.com/liangdabiao/claude-data-analysis-ultra-main/tree/main/.claude/skills/report-writer into .opencode/skills/report-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "report-writer", 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
report-writer- GitHub stars
- 290
- Token cost
- ~805 tokens
- SKILL.md length
- 241 words
- Files
- 1
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
Generates comprehensive analysis reports, executive summaries, and technical documentation.
- Works in 5 steps: summary (简要报告) → complete (完整报告) → executive (高管报告) → …
- Wants to create written reports from data analysis
- SKILL.md covers When to Invoke This Skill, Report Types (Advanced Mode), Core Capabilities and Report Structure, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Report Writer is an agent skill from liangdabiao/claude-data-analysis-ultra-main. Generates comprehensive analysis reports, executive summaries, and technical documentation. Invoke when user wants to create written reports from data analysis.
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Summarization, Technical documentation and Data analysis. The repository describes itself as: 让小白都可以一键进行数据分析，搞互联网的，搞电商的，搞各种各样的，那么其实就会用到 互联网的数据分析， 例如互联网会关心 拉新，留存，促活，推荐，转化，A/B test, 用户分析 等等很多有用的数据分析。
When your agent uses it
- Wants to create written reports from data analysis
- Tasks that involve Summarization
- Tasks that involve Technical documentation
Example prompts
- “Use the report-writer skill to generate comprehensive analysis reports, executive summaries, and technical documentation”
- “/report-writer”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- summary (简要报告)
- complete (完整报告)
- executive (高管报告)
- technical (技术报告)
- custom (自定义)
What it can do on your machine
Read from SKILL.md and the folder at commit 6b52856. 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 (its code samples are markdown).
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
Report Writer loads about 805 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 241 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 241 words (~805 tokens).
“Expert report writer specializing in comprehensive data analysis documentation, executive summaries, and technical documentation.”
- name
- report-writer
Files
Just SKILL.md in .claude/skills/report-writer of liangdabiao/claude-data-analysis-ultra-main.
Open the folder on GitHubat commit 6b52856
Compare with similar skills
Report Writer 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 |
|---|---|---|---|---|---|---|
| Report Writer this skillliangdabiao/claude-data-analysis-ultra-main | 290 | — | ~805 | Automated safety check: Pass | None | |
| R Python Translationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~5.5k | Automated safety check: Pass | Custom licence | |
| Setup Workspaceprobabl-ai/skills | 138 | — | ~2k | Automated safety check: Pass | BSD-3-Clause | |
| Fabricynulihao/AgentSkillOS | 618 | 1 repos | ~3.4k | Automated safety check: Pass | None | |
| 07 Marketing Report Globalminhnv0807/ai-business-skills | 609 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Twitter Searchsundial-org/awesome-openclaw-skills | 663 | — | ~2.3k | Automated safety check: Pass | None |
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Questions about Report Writer
What does Report Writer do?
Generates comprehensive analysis reports, executive summaries, and technical documentation. Report Writer is an agent skill from liangdabiao/claude-data-analysis-ultra-main. Generates comprehensive analysis reports, executive summaries, and technical documentation.
When should I use Report Writer?
Report Writer fits situations like: wants to create written reports from data analysis; tasks that involve Summarization; tasks that involve Technical documentation.
How do I install Report Writer in Claude Code?
Run `npx skills add liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a claude-code`. Or copy the skill folder (.claude/skills/report-writer in liangdabiao/claude-data-analysis-ultra-main) into .claude/skills/report-writer in your project. Claude Code loads it when a task matches its description.
How do I install Report Writer in Codex?
Run `npx skills add liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a codex`. Or copy the skill folder (.claude/skills/report-writer in liangdabiao/claude-data-analysis-ultra-main) into .agents/skills/report-writer in your project. Codex loads it when a task matches its description.
Can I use Report Writer 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 liangdabiao/claude-data-analysis-ultra-main --skill report-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/report-writer, .gemini/skills/report-writer, .github/skills/report-writer and .opencode/skills/report-writer in your project.
What does Report Writer need to run?
SKILL.md names no scripts, command-line tools or credentials: Report Writer is instructions for the agent only.
Does Report Writer 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 Report Writer 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 Report Writer use?
No licence was found for Report Writer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Report Writer use?
About 805 tokens (SKILL.md is roughly 3.2k 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 Report Writer?
Skills that share tags, products or a category with Report Writer: R Python Translation (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Setup Workspace (probabl-ai/skills, 138 stars), Fabric (ynulihao/AgentSkillOS, 618 stars) and 07 Marketing Report Global (minhnv0807/ai-business-skills, 609 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Report Writer?
liangdabiao (a GitHub user) maintains it in liangdabiao/claude-data-analysis-ultra-main, which has 290 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on May 10, 2026.
Source: liangdabiao/claude-data-analysis-ultra-main on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.