Analyzing Data
astronomer/agents
Queries the data warehouse with SQL and answers business questions about data.
Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
Install Data Analyst
$ npx skills add clawdotnet/openclaw.net --skill data-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install clawdotnet/openclaw.net data-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/clawdotnet/openclaw.net.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/data-analyst .claude/skills/data-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-analyst" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-analyst into .claude/skills/data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-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/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-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 clawdotnet/openclaw.net --skill data-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install clawdotnet/openclaw.net data-analyst --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/data-analyst .agents/skills/data-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-analyst" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-analyst into .agents/skills/data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-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 clawdotnet/openclaw.net --skill data-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install clawdotnet/openclaw.net data-analyst --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/data-analyst .cursor/skills/data-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-analyst" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-analyst into .cursor/skills/data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-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/clawdotnet/openclaw.net.git --path src/OpenClaw.Gateway/skills/data-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 clawdotnet/openclaw.net --skill data-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install clawdotnet/openclaw.net data-analyst --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/data-analyst .gemini/skills/data-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-analyst" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-analyst into .gemini/skills/data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-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 clawdotnet/openclaw.net data-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 clawdotnet/openclaw.net --skill data-analyst -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/data-analyst .github/skills/data-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-analyst" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-analyst into .github/skills/data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-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 clawdotnet/openclaw.net --skill data-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 clawdotnet/openclaw.net data-analyst --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clawdotnet/openclaw.net.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/OpenClaw.Gateway/skills/data-analyst .opencode/skills/data-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-analyst" agent skill from https://github.com/clawdotnet/openclaw.net/tree/main/src/OpenClaw.Gateway/skills/data-analyst into .opencode/skills/data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "data-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-analyst- GitHub stars
- 519
- Token cost
- ~291 tokens
- SKILL.md length
- 139 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
- Works in 4 steps: Understand the Schema → Data Extraction → Advanced Analysis (If Needed) → …
- Tasks that involve Data analysis
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve SQL
What it does
Data Analyst is an agent skill from clawdotnet/openclaw.net. Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
Its SKILL.md is about 290 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 Databases, covering Data analysis and SQL. It works with SQL. The repository describes itself as: Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly). The licence is MIT.
When your agent uses it
- Tasks that involve Data analysis
- Tasks that involve SQL
Example prompts
- “Use the data-analyst skill to connect to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights”
- “/data-analyst”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Understand the Schema
- Data Extraction
- Advanced Analysis (If Needed)
- Reporting Insights
What it can do on your machine
Read from SKILL.md and the folder at commit 2344435. 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 Analyst loads about 291 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 139 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
The full file from clawdotnet/openclaw.net at commit 2344435, republished under its MIT licence (© clawdotnet). 139 words, ~291 tokens.
Download SKILL.mdSave it as
.claude/skills/data-analyst/SKILL.md (or your agent's skills folder).- name
- data-analyst
- description
- Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
When asked to "analyze data", "query the database", or act as a "data analyst":
Understand the Schema:
- Use the
databasetool to inspect the available tables and schema structure. - Ask for clarification if column names or relationships are ambiguous.
- Use the
Data Extraction:
- Write optimized SQL queries using the
databasetool to extract the necessary information. - Limit result sets (e.g.,
LIMIT 100) if exploring large tables to avoid context window overflow.
- Write optimized SQL queries using the
Advanced Analysis (If Needed):
- If SQL is insufficient (e.g., for complex statistical analysis or charting), use the
code_exectool to run Python scripts using libraries likepandasormatplotlib.
- If SQL is insufficient (e.g., for complex statistical analysis or charting), use the
Reporting Insights:
- Do not just dump raw data rows into the chat. Synthesize the findings into clear business insights.
- Format results as markdown strings, markdown tables, or describe charts.
- Clearly state any assumptions made during the analysis.
© clawdotnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in src/OpenClaw.Gateway/skills/data-analyst of clawdotnet/openclaw.net.
Open the folder on GitHubat commit 2344435
Compare with similar skills
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Data Analyst this skillclawdotnet/openclaw.net | 519 | — | ~291 | Automated safety check: Pass | MIT | |
| Analyzing Dataastronomer/agents | 450 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Dinobase Business Data Querieskappa90/dinobase | 263 | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Analytics Engineerborghei/Claude-Skills | 874 | — | ~3.4k | Automated safety check: Pass | MIT | |
| Data Analysischmonitor/chmonitor | 298 | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Network Data Analysisautomateyournetwork/netclaw | 674 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 |
Similar skills
Dinobase Business Data Queries
kappa90/dinobase
Sets up Dinobase, a local DuckDB database that syncs data from 100+ business sources, then answers questions across them with SQL joins and previewed write-backs.
Analytics Engineer
borghei/Claude-Skills
Analytics engineering across data modeling, dbt, transformation, and semantic layers.
Data Analysis
chmonitor/chmonitor
Analyze cluster data and metrics using raw SQL recipes against system.querylog and system.parts when no dedicated tool exists.
Network Data Analysis
automateyournetwork/netclaw
Ad-hoc read-only SQL analysis over exported network data (Zeek logs, Suricata eve.json, generated reports) using DuckDB.
Data Analytics Data Analyst
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
More from clawdotnet/openclaw.net
All 12 skills in this repoHistory Explorer
clawdotnet/openclaw.net
Inspect recent session conversation turns and meta-run history.
Meta Skill Creator
clawdotnet/openclaw.net
Use this meta-skill instead of answering directly only when the current user explicitly asks to create, compose, synthesize, or propose a new meta-skill that orchestrates multiple existing skills.
Community Research Insight
clawdotnet/openclaw.net
Extract structured insight briefs from community research transcripts or notes.
Docs Governance
clawdotnet/openclaw.net
Organizes repository documentation and keeps new docs in the correct location.
Summarize
clawdotnet/openclaw.net
Summarize, condense, or digest content into structured key points, details, and action items.
Daily News Digest
clawdotnet/openclaw.net
Produce a daily news brief (AI/security/dev) with links, key takeaways, and action items.
Related
Works with
Categories
Questions about Data Analyst
What does Data Analyst do?
Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights. net. Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
When should I use Data Analyst?
Data Analyst fits situations like: tasks that involve Data analysis; tasks that involve SQL.
How do I install Data Analyst in Claude Code?
Run `npx skills add clawdotnet/openclaw.net --skill data-analyst -a claude-code`. Or copy the skill folder (src/OpenClaw.Gateway/skills/data-analyst in clawdotnet/openclaw.net) into .claude/skills/data-analyst in your project. Claude Code loads it when a task matches its description.
How do I install Data Analyst in Codex?
Run `npx skills add clawdotnet/openclaw.net --skill data-analyst -a codex`. Or copy the skill folder (src/OpenClaw.Gateway/skills/data-analyst in clawdotnet/openclaw.net) into .agents/skills/data-analyst in your project. Codex loads it when a task matches its description.
Can I use 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 clawdotnet/openclaw.net --skill 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-analyst, .gemini/skills/data-analyst, .github/skills/data-analyst and .opencode/skills/data-analyst in your project.
What does Data Analyst need to run?
SKILL.md names no scripts, command-line tools or credentials: Data Analyst is instructions for the agent only. Our summary lists: Python 3.
Does 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 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 Analyst use?
Data Analyst is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Data Analyst use?
About 291 tokens (SKILL.md is roughly 1.2k 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 Analyst?
Skills that share tags, products or a category with Data Analyst: Analyzing Data (astronomer/agents, 450 stars), Dinobase Business Data Queries (kappa90/dinobase, 263 stars), Analytics Engineer (borghei/Claude-Skills, 874 stars) and Data Analysis (chmonitor/chmonitor, 298 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Data Analyst?
clawdotnet (a GitHub organization) maintains it in clawdotnet/openclaw.net, which has 519 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 3, 2026.
Source: clawdotnet/openclaw.net on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.