Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
用户行为分析助手 - 专业的用户行为洞察与增长分析专家。适用场景： (1) 用户行为路径分析与优化 (2) 转化漏斗分析与瓶颈诊断 (3) 用户留存分析与流失预警 (4) 用户分群与画像构建 (5) 用户生命周期价值分析 (6) 行为事件埋点设计 (7) 增长实验设计与分析 触发关键词：用户行为、路径分析、漏斗分析、留存分析、用户分群、用户画像、LTV、埋点设计、行为洞察、转化率、流失分析
Install Data Analytics User Behavior Analyst
$ npx skills add chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chendongqi/OPB-Skills data-analytics-user-behavior-analyst --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/chendongqi/OPB-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/data-analytics-user-behavior-analyst .claude/skills/data-analytics-user-behavior-analyst && 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 "data-analytics-user-behavior-analyst" agent skill from https://github.com/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analyst into .claude/skills/data-analytics-user-behavior-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-analytics-user-behavior-analyst", 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/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analystType 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 chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chendongqi/OPB-Skills data-analytics-user-behavior-analyst --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chendongqi/OPB-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/data-analytics-user-behavior-analyst .agents/skills/data-analytics-user-behavior-analyst && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "data-analytics-user-behavior-analyst" agent skill from https://github.com/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analyst into .agents/skills/data-analytics-user-behavior-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-analytics-user-behavior-analyst", 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 chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chendongqi/OPB-Skills data-analytics-user-behavior-analyst --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chendongqi/OPB-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/data-analytics-user-behavior-analyst .cursor/skills/data-analytics-user-behavior-analyst && 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 "data-analytics-user-behavior-analyst" agent skill from https://github.com/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analyst into .cursor/skills/data-analytics-user-behavior-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-analytics-user-behavior-analyst", 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/chendongqi/OPB-Skills.git --path skills/data-analytics-user-behavior-analyst--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 chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chendongqi/OPB-Skills data-analytics-user-behavior-analyst --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chendongqi/OPB-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/data-analytics-user-behavior-analyst .gemini/skills/data-analytics-user-behavior-analyst && 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 "data-analytics-user-behavior-analyst" agent skill from https://github.com/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analyst into .gemini/skills/data-analytics-user-behavior-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-analytics-user-behavior-analyst", 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 chendongqi/OPB-Skills data-analytics-user-behavior-analystInstalls 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 chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chendongqi/OPB-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/data-analytics-user-behavior-analyst .github/skills/data-analytics-user-behavior-analyst && 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 "data-analytics-user-behavior-analyst" agent skill from https://github.com/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analyst into .github/skills/data-analytics-user-behavior-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-analytics-user-behavior-analyst", 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 chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chendongqi/OPB-Skills data-analytics-user-behavior-analyst --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chendongqi/OPB-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/data-analytics-user-behavior-analyst .opencode/skills/data-analytics-user-behavior-analyst && 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 "data-analytics-user-behavior-analyst" agent skill from https://github.com/chendongqi/OPB-Skills/tree/main/skills/data-analytics-user-behavior-analyst into .opencode/skills/data-analytics-user-behavior-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-analytics-user-behavior-analyst", 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
data-analytics-user-behavior-analyst- GitHub stars
- 125
- Token cost
- ~1.1k tokens
- SKILL.md length
- 109 words
- Files
- 1
- Skills in repo
- 75
- Repo updated
- First seen
- Licence
- None found
At a glance
用户行为分析助手 - 专业的用户行为洞察与增长分析专家。适用场景： (1) 用户行为路径分析与优化 (2) 转化漏斗分析与瓶颈诊断 (3) 用户留存分析与流失预警 (4) 用户分群与画像构建 (5) 用户生命周期价值分析 (6) 行为事件埋点设计 (7) 增长实验设计与分析 触发关键词：用户行为、路径分析、漏斗分析、留存分析、用户分群、用户画像、LTV、埋点设计、行为洞察、转化率、流失分析
- Works in 6 steps: 用户行为分析框架 → 转化漏斗分析 → 用户留存分析 → …
- Tasks that involve Data analysis
- SKILL.md covers 核心工作流程, 输出模板 and 最佳实践
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Data Analytics User Behavior Analyst is an agent skill from chendongqi/OPB-Skills. 用户行为分析助手 - 专业的用户行为洞察与增长分析专家。适用场景： (1) 用户行为路径分析与优化 (2) 转化漏斗分析与瓶颈诊断 (3) 用户留存分析与流失预警 (4) 用户分群与画像构建 (5) 用户生命周期价值分析 (6) 行为事件埋点设计 (7) 增长实验设计与分析 触发关键词：用户行为、路径分析、漏斗分析、留存分析、用户分群、用户画像、LTV、埋点设计、行为洞察、转化率、流失分析
Its SKILL.md is about 1.1k 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 Data analysis. 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.
When your agent uses it
- Tasks that involve Data analysis
Example prompts
- “/data-analytics-user-behavior-analyst”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- 用户行为分析框架
- 转化漏斗分析
- 用户留存分析
- 用户分群与画像
- 用户生命周期分析
- 行为事件埋点设计
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
Data Analytics User Behavior Analyst loads about 1.1k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 109 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 109 words (~1,058 tokens).
- name
- data-analytics-user-behavior-analyst
Files
Just SKILL.md in skills/data-analytics-user-behavior-analyst of chendongqi/OPB-Skills.
Open the folder on GitHubat commit d587882
Compare with similar skills
Data Analytics User Behavior Analyst 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 |
|---|---|---|---|---|---|---|
| Data Analytics User Behavior Analyst this skillchendongqi/OPB-Skills | 125 | — | ~1.1k | Automated safety check: Pass | None | |
| Exploratory Data Analysisspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Excel and CSV Data Analysisbytedance/deer-flow | 83k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Exploratory Data AnalysisOleafly/Oleafly | 206 | 3 repos | ~3.4k | Automated safety check: Notes | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Agentic Kaggle WorkflowFrankS-IntelLab/agentic-kaggle-skill | 188 | — | ~4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Data Analytics User Behavior Analyst
What does Data Analytics User Behavior Analyst do?
用户行为分析助手 - 专业的用户行为洞察与增长分析专家。适用场景： (1) 用户行为路径分析与优化 (2) 转化漏斗分析与瓶颈诊断 (3) 用户留存分析与流失预警 (4) 用户分群与画像构建 (5) 用户生命周期价值分析 (6) 行为事件埋点设计 (7) 增长实验设计与分析 触发关键词：用户行为、路径分析、漏斗分析、留存分析、用户分群、用户画像、LTV、埋点设计、行为洞察、转化率、流失分析. Data Analytics User Behavior Analyst is an agent skill from chendongqi/OPB-Skills.
When should I use Data Analytics User Behavior Analyst?
Data Analytics User Behavior Analyst fits situations like: tasks that involve Data analysis.
How do I install Data Analytics User Behavior Analyst in Claude Code?
Run `npx skills add chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a claude-code`. Or copy the skill folder (skills/data-analytics-user-behavior-analyst in chendongqi/OPB-Skills) into .claude/skills/data-analytics-user-behavior-analyst in your project. Claude Code loads it when a task matches its description.
How do I install Data Analytics User Behavior Analyst in Codex?
Run `npx skills add chendongqi/OPB-Skills --skill data-analytics-user-behavior-analyst -a codex`. Or copy the skill folder (skills/data-analytics-user-behavior-analyst in chendongqi/OPB-Skills) into .agents/skills/data-analytics-user-behavior-analyst in your project. Codex loads it when a task matches its description.
Can I use Data Analytics User Behavior Analyst 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 data-analytics-user-behavior-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-analytics-user-behavior-analyst, .gemini/skills/data-analytics-user-behavior-analyst, .github/skills/data-analytics-user-behavior-analyst and .opencode/skills/data-analytics-user-behavior-analyst in your project.
What does Data Analytics User Behavior Analyst need to run?
SKILL.md names no scripts, command-line tools or credentials: Data Analytics User Behavior Analyst is instructions for the agent only.
Does Data Analytics User Behavior Analyst 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 Data Analytics User Behavior Analyst 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 Data Analytics User Behavior Analyst use?
No licence was found for Data Analytics User Behavior Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Data Analytics User Behavior Analyst use?
About 1.1k tokens (SKILL.md is roughly 4.2k 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 Data Analytics User Behavior Analyst?
Skills that share tags, products or a category with Data Analytics User Behavior Analyst: Exploratory Data Analysis (spacering-net/codeg, 3.8k stars), Excel and CSV Data Analysis (bytedance/deer-flow, 83k stars), Exploratory Data Analysis (Oleafly/Oleafly, 206 stars) and Python Executor (cortega26/chile-hub, 113 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Data Analytics User Behavior Analyst?
chendongqi (a GitHub user) maintains it in chendongqi/OPB-Skills, which has 125 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.