Data Table Analysis
NVIDIA-AI-Blueprints/deep-researcher-agent
A skill your agent uses for converting researched facts or user-provided data into structured tables by writing code, then running Python/pandas calculations in the job-scoped sandbox.
Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root.
Install Export ML Site
$ npx skills add probabl-ai/skills --skill export-ml-site -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install probabl-ai/skills export-ml-site --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/probabl-ai/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/export-ml-site .claude/skills/export-ml-site && 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 "export-ml-site" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/export-ml-site into .claude/skills/export-ml-site/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "export-ml-site", 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/probabl-ai/skills/tree/main/skills/export-ml-siteType 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 probabl-ai/skills --skill export-ml-site -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install probabl-ai/skills export-ml-site --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/export-ml-site .agents/skills/export-ml-site && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "export-ml-site" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/export-ml-site into .agents/skills/export-ml-site/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "export-ml-site", 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 probabl-ai/skills --skill export-ml-site -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install probabl-ai/skills export-ml-site --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/export-ml-site .cursor/skills/export-ml-site && 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 "export-ml-site" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/export-ml-site into .cursor/skills/export-ml-site/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "export-ml-site", 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/probabl-ai/skills.git --path skills/export-ml-site--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 probabl-ai/skills --skill export-ml-site -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install probabl-ai/skills export-ml-site --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/export-ml-site .gemini/skills/export-ml-site && 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 "export-ml-site" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/export-ml-site into .gemini/skills/export-ml-site/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "export-ml-site", 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 probabl-ai/skills export-ml-siteInstalls 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 probabl-ai/skills --skill export-ml-site -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/export-ml-site .github/skills/export-ml-site && 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 "export-ml-site" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/export-ml-site into .github/skills/export-ml-site/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "export-ml-site", 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 probabl-ai/skills --skill export-ml-site -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install probabl-ai/skills export-ml-site --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/probabl-ai/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/export-ml-site .opencode/skills/export-ml-site && 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 "export-ml-site" agent skill from https://github.com/probabl-ai/skills/tree/main/skills/export-ml-site into .opencode/skills/export-ml-site/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "export-ml-site", 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
export-ml-site- GitHub stars
- 138
- Token cost
- ~1.2k tokens
- SKILL.md length
- 630 words
- Files
- 2
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- BSD-3-Clause
At a glance
Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root.
- Works in 5 steps: python -m skore_skills status. Read… → If policy.site is null: persist → If policy.site is false: say the… → …
- The user asks for a website
- SKILL.md covers Human-facing prose, Sequence, Preview before markdown-review… and Stop conditions
- Calls python, git and uv
What it does
Export ML Site is an agent skill from probabl-ai/skills. Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root. Embeds existing notebook HTML companions in their associated reports. Never executes Python. Trigger when the user asks for a website, mkdocs, or documentation site.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `evals/evals.json`).
It sits in Data & Analytics, covering Static sites and blogs, Data analysis and Markdown. It works with Python. The repository describes itself as: Tabular Data Science Skills for guardrailing AI Agents. The licence is BSD-3-Clause.
When your agent uses it
- The user asks for a website
- Documentation site
Example prompts
- “/export-ml-site”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- python -m skore_skills status. Read policy.site.
- If policy.site is null: persist
- If policy.site is false: say the documentation site is
- If this is the first site turn, run site init (gitignore
- python -m skore_skills site build. Do not run
What it can do on your machine
Read from SKILL.md and the folder at commit f273d39. 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:
pythongituv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git and 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
Export ML Site loads about 1.2k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 630 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 probabl-ai/skills at commit f273d39, republished under its BSD-3-Clause licence (© probabl-ai). 630 words, ~1,177 tokens.
Download SKILL.mdSave it as
.claude/skills/export-ml-site/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- export-ml-site
- description
- Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root. Embeds existing notebook HTML companions in their associated reports. Never executes Python. Trigger when the user asks for a website, mkdocs, or documentation site.
Export ML Site
Human-facing prose
Details: setup-workspace references/human_facing_prose.md.
Tell the user to open report.html. Do not quote site init /
site build as something they should run.
The site is a derived index of files other skills already write.
Markdown is the report: its figures, TableReport HTML, and existing
converted notebooks (<stem>.nb.html, written only by
export-ml-notebook with notebook convert --html) are embedded
inline. HTML viewers have open-separately and fullscreen controls.
Each experiment design note has one ## Notebooks section:
evaluation first, then audit. The audit viewer is
audit/<stem>.nb.html from notebook convert --html. A missing
file is omitted. Do not use <!-- results-embed: audit -->.
Derived HTML and PNG viewers under scratch/results/<stem>/
(report, checks, metrics, plus extra Display slugs) may be copied
into the staged docs. Core Results headings are Report overview /
Checks / Metrics. ### Metrics is a heading; the scores are the
embedded metrics.html viewer, not a second markdown table.
Extra slugs use <!-- results-embed: <slug> --> under
## Results or ## Method (pipeline is the Method
DataOp report when pipeline/index.html exists, otherwise
the graph file pipeline.html).
Only Markdown and already-generated notebook/HTML viewers are
exported. The gitignored serialized Skore reports/ directory is
private runtime state and is never copied into the site.
On desktop, site pages are in the top bar (experiments in a
scrollable dropdown) and the page contents are in a collapsible
left rail beside a 1200px report column. Mobile uses a drawer.
Sequence
python -m skore_skills status. Readpolicy.site.- If
policy.siteisnull: persistpython -m skore_skills policy set site true. Do not AskUserQuestion. Then loadadd-python-packageformkdocs-material(agent) thenpython -m skore_skills site init. Continue to build. - If
policy.siteis false: say the documentation site is off; offer to turn it on. Do not init or build until it is true. - If this is the first site turn, run
site init(gitignore only). Later turns onlysite build. python -m skore_skills site build. Do not runnotebook convert. Ifsite builderrors withmkdocs-material is required, loadadd-python-packageformkdocs-material(agent) and build once more. Do notpixi add/uv add. If that skill is missing, or the retry still fails, name the error in one line. Name a build error; the markdown sources remain the record. Tell the user to openreport.htmlat the workspace root (double-click; no server). Do not send them to the markdown instead. Stage owners that just ransite buildmust name that launcher (and the stage page:html/data_analysis.htmlorhtml/<stem>.html) in the same User-facing close.
Show full SKILL.md (222 more words)Show less
Preview before markdown-review gates
Stage owners that just wrote durable markdown and will ask the user to approve or continue must rebuild the site before that AskUserQuestion / consent stop — not only at End of turn.
- If
policy.siteis true and this skill is installed, runpython -m skore_skills site build. Skip in one line otherwise. Ifsite builderrors withmkdocs-material is required, loadadd-python-packageformkdocs-material(agent) and build once more. Do notpixi add/uv add. If that skill is missing, or the retry still fails, name the error in one line. Name a build error; do not fail the gate. - In the same message as the gate, Open these: the
.mdpath, plusreport.htmland the stage page (html/<stem>.html,html/data_analysis.html, or the home page forJOURNAL.md) when the build ran. A file link is an addition, never the context. - Do not
notebook convert,git end-turn, orgit commiton this preview rebuild. Do not re-runsite init. - Convert + a later
site buildremain End of turn after the user closes the stage.
Stop conditions
- Do not
git commitorgit end-turn. - Do not
pixi add/uv add; loadadd-python-package. - Do not convert or execute
# %%scripts. - Do not copy or link serialized files from gitignored
reports/. - Skip in one line if this skill is not installed.
© probabl-ai, BSD-3-Clause. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/export-ml-site of probabl-ai/skills.
- SKILL.md
- evals/evals.json
Open the folder on GitHubat commit f273d39
Compare with similar skills
Export ML Site 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 |
|---|---|---|---|---|---|---|
| Export ML Site this skillprobabl-ai/skills | 138 | — | ~1.2k | Automated safety check: Pass | BSD-3-Clause | |
| Data Table AnalysisNVIDIA-AI-Blueprints/deep-researcher-agent | 885 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Excel and CSV Data Analysisbytedance/deer-flow | 84k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Pandas ProJeffallan/claude-skills | 12k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | |
| MatlabzLanqing/codex-claude-academic-skills | 4.7k | 8 repos | ~2.3k | Automated safety check: Notes | GPL-3.0 |
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Categories
Questions about Export ML Site
What does Export ML Site do?
Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root. Export ML Site is an agent skill from probabl-ai/skills.html at the workspace root.
When should I use Export ML Site?
Export ML Site fits situations like: the user asks for a website; documentation site.
How do I install Export ML Site in Claude Code?
Run `npx skills add probabl-ai/skills --skill export-ml-site -a claude-code`. Or copy the skill folder (skills/export-ml-site in probabl-ai/skills) into .claude/skills/export-ml-site in your project. Claude Code loads it when a task matches its description.
How do I install Export ML Site in Codex?
Run `npx skills add probabl-ai/skills --skill export-ml-site -a codex`. Or copy the skill folder (skills/export-ml-site in probabl-ai/skills) into .agents/skills/export-ml-site in your project. Codex loads it when a task matches its description.
Can I use Export ML Site 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 probabl-ai/skills --skill export-ml-site -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/export-ml-site, .gemini/skills/export-ml-site, .github/skills/export-ml-site and .opencode/skills/export-ml-site in your project.
What does Export ML Site need to run?
Going by SKILL.md and its folder, Export ML Site needs the command-line tools its instructions call (python, git and uv). Our summary lists: Python 3.
Does Export ML Site access the network?
SKILL.md contains no URLs. Its commands use git and uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Export ML Site 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 Export ML Site use?
Export ML Site is published under the BSD-3-Clause licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Export ML Site use?
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Export ML Site?
Skills that share tags, products or a category with Export ML Site: Data Table Analysis (NVIDIA-AI-Blueprints/deep-researcher-agent, 885 stars), Excel and CSV Data Analysis (bytedance/deer-flow, 84k stars), Pandas Pro (Jeffallan/claude-skills, 12k 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 Export ML Site?
probabl-ai (a GitHub organization) maintains it in probabl-ai/skills, which has 138 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 8, 2026.
Source: probabl-ai/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.