Agent skill

Data Analytics Data Analyst

by chendongqi in chendongqi/OPB-Skills

数据分析助手 - 专业的数据分析与业务洞察专家。适用场景: (1) 数据可视化与报表设计 (2) 业务指标体系构建 (3) 趋势分析与预测建模 (4) 异常检测与根因分析 (5) A/B测试设计与分析 (6) 数据报告撰写与汇报 (7) SQL/数据提取指导 触发关键词:数据分析、数据可视化、指标体系、趋势分析、异常检测、AB测试、数据报告、SQL、数据洞察、Dashboard、数据驱动

No licenceAuto-check passedData & Analytics

Install Data Analytics Data Analyst

skills CLI
$ npx skills add chendongqi/OPB-Skills --skill data-analytics-data-analyst -a claude-code

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

GitHub CLI
$ gh skill install chendongqi/OPB-Skills data-analytics-data-analyst --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/data-analytics-data-analyst .claude/skills/data-analytics-data-analyst && 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
data-analytics-data-analyst
GitHub stars
125
Token cost
~1.1k tokens
SKILL.md length
93 words
Files
1
Skills in repo
75
Repo updated
First seen
Licence
None found

At a glance

数据分析助手 - 专业的数据分析与业务洞察专家。适用场景: (1) 数据可视化与报表设计 (2) 业务指标体系构建 (3) 趋势分析与预测建模 (4) 异常检测与根因分析 (5) A/B测试设计与分析 (6) 数据报告撰写与汇报 (7) SQL/数据提取指导 触发关键词:数据分析、数据可视化、指标体系、趋势分析、异常检测、AB测试、数据报告、SQL、数据洞察、Dashboard、数据驱动

  • Works in 6 steps: 数据分析方法论 → 指标体系构建 → 数据可视化 → …
  • 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 Data Analyst is an agent skill from chendongqi/OPB-Skills. 数据分析助手 - 专业的数据分析与业务洞察专家。适用场景: (1) 数据可视化与报表设计 (2) 业务指标体系构建 (3) 趋势分析与预测建模 (4) 异常检测与根因分析 (5) A/B测试设计与分析 (6) 数据报告撰写与汇报 (7) SQL/数据提取指导 触发关键词:数据分析、数据可视化、指标体系、趋势分析、异常检测、AB测试、数据报告、SQL、数据洞察、Dashboard、数据驱动

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 and SQL. It works with SQL. 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
  • Tasks that involve SQL

Example prompts

  • “/data-analytics-data-analyst”

Workflow steps

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

  1. 数据分析方法论
  2. 指标体系构建
  3. 数据可视化
  4. 异常检测与分析
  5. A/B测试分析
  6. SQL与数据提取

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 (its code samples are sql).

    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 Data Analyst loads about 1.1k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 93 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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 93 words (~1,067 tokens).

name
data-analytics-data-analyst

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/data-analytics-data-analyst of chendongqi/OPB-Skills.

Open the folder on GitHubat commit d587882

Compare with similar skills

Data Analytics Data 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.

Data Analytics Data Analyst compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Data Analytics Data Analyst this skillchendongqi/OPB-Skills125—~1.1kAutomated safety check: PassNone
Dinobase Business Data Querieskappa90/dinobase263—~1.5kAutomated safety check: PassCustom licence
Analytics Engineerborghei/Claude-Skills881—~3.4kAutomated safety check: PassMIT
Data Analysischmonitor/chmonitor299—~2kAutomated safety check: PassGPL-3.0
Network Data Analysisautomateyournetwork/netclaw675—~1.3kAutomated safety check: NotesApache-2.0
Excel and CSV Data Analysisbytedance/deer-flow83k4 repos~2.2kAutomated safety check: PassMIT

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Works with

Questions about Data Analytics Data Analyst

What does Data Analytics Data Analyst do?

数据分析助手 - 专业的数据分析与业务洞察专家。适用场景: (1) 数据可视化与报表设计 (2) 业务指标体系构建 (3) 趋势分析与预测建模 (4) 异常检测与根因分析 (5) A/B测试设计与分析 (6) 数据报告撰写与汇报 (7) SQL/数据提取指导 触发关键词:数据分析、数据可视化、指标体系、趋势分析、异常检测、AB测试、数据报告、SQL、数据洞察、Dashboard、数据驱动. Data Analytics Data Analyst is an agent skill from chendongqi/OPB-Skills.

When should I use Data Analytics Data Analyst?

Data Analytics Data Analyst fits situations like: tasks that involve Data analysis; tasks that involve SQL.

How do I install Data Analytics Data Analyst in Claude Code?

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

How do I install Data Analytics Data Analyst in Codex?

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

Can I use Data Analytics Data 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-data-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-data-analyst, .gemini/skills/data-analytics-data-analyst, .github/skills/data-analytics-data-analyst and .opencode/skills/data-analytics-data-analyst in your project.

What does Data Analytics Data Analyst need to run?

SKILL.md names no scripts, command-line tools or credentials: Data Analytics Data Analyst is instructions for the agent only.

Does Data Analytics Data 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 Data 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 Data Analyst use?

No licence was found for Data Analytics Data Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Data Analytics Data Analyst use?

About 1.1k tokens (SKILL.md is roughly 4.3k 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 Data Analyst?

Skills that share tags, products or a category with Data Analytics Data Analyst: Dinobase Business Data Queries (kappa90/dinobase, 263 stars), Analytics Engineer (borghei/Claude-Skills, 881 stars), Data Analysis (chmonitor/chmonitor, 299 stars) and Network Data Analysis (automateyournetwork/netclaw, 675 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Data Analytics Data 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.