Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
A skill your agent uses for XCrawl map tasks, including site URL discovery, regex filtering, scope estimation, and crawl planning before full-site crawling.
Install Xcrawl Map
$ npx skills add xcrawl-api/xcrawl-skills --skill xcrawl-map -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xcrawl-api/xcrawl-skills xcrawl-map --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/xcrawl-api/xcrawl-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/xcrawl-map .claude/skills/xcrawl-map && 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 "xcrawl-map" agent skill from https://github.com/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-map into .claude/skills/xcrawl-map/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xcrawl-map", 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/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-mapType 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 xcrawl-api/xcrawl-skills --skill xcrawl-map -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xcrawl-api/xcrawl-skills xcrawl-map --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xcrawl-api/xcrawl-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/xcrawl-map .agents/skills/xcrawl-map && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "xcrawl-map" agent skill from https://github.com/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-map into .agents/skills/xcrawl-map/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xcrawl-map", 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 xcrawl-api/xcrawl-skills --skill xcrawl-map -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xcrawl-api/xcrawl-skills xcrawl-map --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xcrawl-api/xcrawl-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/xcrawl-map .cursor/skills/xcrawl-map && 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 "xcrawl-map" agent skill from https://github.com/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-map into .cursor/skills/xcrawl-map/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xcrawl-map", 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/xcrawl-api/xcrawl-skills.git --path skills/xcrawl-map--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 xcrawl-api/xcrawl-skills --skill xcrawl-map -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xcrawl-api/xcrawl-skills xcrawl-map --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xcrawl-api/xcrawl-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/xcrawl-map .gemini/skills/xcrawl-map && 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 "xcrawl-map" agent skill from https://github.com/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-map into .gemini/skills/xcrawl-map/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xcrawl-map", 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 xcrawl-api/xcrawl-skills xcrawl-mapInstalls 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 xcrawl-api/xcrawl-skills --skill xcrawl-map -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/xcrawl-api/xcrawl-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/xcrawl-map .github/skills/xcrawl-map && 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 "xcrawl-map" agent skill from https://github.com/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-map into .github/skills/xcrawl-map/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xcrawl-map", 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 xcrawl-api/xcrawl-skills --skill xcrawl-map -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install xcrawl-api/xcrawl-skills xcrawl-map --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xcrawl-api/xcrawl-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/xcrawl-map .opencode/skills/xcrawl-map && 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 "xcrawl-map" agent skill from https://github.com/xcrawl-api/xcrawl-skills/tree/main/skills/xcrawl-map into .opencode/skills/xcrawl-map/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xcrawl-map", 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
xcrawl-map- GitHub stars
- 449
- Token cost
- ~1.1k tokens
- SKILL.md length
- 361 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses for XCrawl map tasks, including site URL discovery, regex filtering, scope estimation, and crawl planning before full-site crawling.
- XCrawl map tasks
- SKILL.md covers Overview, Required Local Config, Credits and Account Setup and Tool Permission Policy, plus 7 more sections
- Calls node and curl; reaches run.xcrawl.com and dash.xcrawl.com; needs XCRAWL_API_KEY and API_KEY
- Including site URL discovery
What it does
Xcrawl Map is an agent skill from xcrawl-api/xcrawl-skills. Use this skill for XCrawl map tasks, including site URL discovery, regex filtering, scope estimation, and crawl planning before full-site crawling.
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. The repository describes itself as: Reusable Xcrawl skill definitions for multi-agent runtimes, focused on API-first web data workflows.
When your agent uses it
- XCrawl map tasks
- Including site URL discovery
- Regex filtering
- Scope estimation
Example prompts
- “/xcrawl-map”
Requirements
- A credential in XCRAWL_API_KEY
- A credential in API_KEY
- Pre-approved tools (allowed-tools): Bash(curl:*), Bash(node:*), Read, Write, Edit, Grep
What it can do on your machine
Read from SKILL.md and the folder at commit 768158d. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(curl:*)Bash(node:*)ReadWriteEditGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
nodecurl
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
run.xcrawl.comdash.xcrawl.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
XCRAWL_API_KEYAPI_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Xcrawl Map loads about 1.1k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 361 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 361 words (~1,101 tokens).
“This skill uses XCrawl Map API to discover URLs for a site. Default behavior is raw passthrough: return upstream API response bodies as-is.”
- name
- xcrawl-map
- allowed-tools
- Bash(curl:*), Bash(node:*), Read, Write, Edit, Grep
- metadata.version
- 1.0.2
Files
Just SKILL.md in skills/xcrawl-map of xcrawl-api/xcrawl-skills.
Open the folder on GitHubat commit 768158d
Compare with similar skills
Xcrawl Map 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 |
|---|---|---|---|---|---|---|
| Xcrawl Map this skillxcrawl-api/xcrawl-skills | 449 | — | ~1.1k | Automated safety check: Pass | None | |
| Exploratory Data Analysisspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Scikit LearnzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | |
| Chart Visualizationbytedance/deer-flow | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | |
| TimesFM Forecastinggoogle-research/timesfm | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 |
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zLanqing/codex-claude-academic-skills
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Scikit Learn
zLanqing/codex-claude-academic-skills
Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills.
Chart Visualization
bytedance/deer-flow
Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script.
TimesFM Forecasting
google-research/timesfm
Forecasts any univariate time series zero-shot with Google's TimesFM model, returning point forecasts and calibrated prediction intervals without training.
- Official
Jupyter Notebook
microsoft/ai-agents-for-beginners
A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…
More from xcrawl-api/xcrawl-skills
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xcrawl-api/xcrawl-skills
Use this skill as the default XCrawl entry point for direct XCrawl requests, including single-URL fetch, format selection, sync or async execution, and JSON extraction with prompt or jsonschema.
Xcrawl Crawl
xcrawl-api/xcrawl-skills
A skill your agent uses for XCrawl crawl tasks, including bulk site crawling, crawler rule design, async status polling, and delivery of crawl output for downstream scrape and search workflows.
Xcrawl Scrape
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A skill your agent uses for XCrawl scrape tasks, including single-URL fetch, format selection, sync or async execution, and JSON extraction with prompt or jsonschema.
Xcrawl Search
xcrawl-api/xcrawl-skills
A skill your agent uses for XCrawl search tasks, including keyword search request design, location and language controls, result analysis, and follow-up crawl or scrape planning.
Related
Categories
Questions about Xcrawl Map
What does Xcrawl Map do?
A skill your agent uses for XCrawl map tasks, including site URL discovery, regex filtering, scope estimation, and crawl planning before full-site crawling. Xcrawl Map is an agent skill from xcrawl-api/xcrawl-skills. Use this skill for XCrawl map tasks, including site URL discovery, regex filtering, scope estimation, and crawl planning before full-site crawling.
When should I use Xcrawl Map?
Xcrawl Map fits situations like: XCrawl map tasks; including site URL discovery; regex filtering; scope estimation.
How do I install Xcrawl Map in Claude Code?
Run `npx skills add xcrawl-api/xcrawl-skills --skill xcrawl-map -a claude-code`. Or copy the skill folder (skills/xcrawl-map in xcrawl-api/xcrawl-skills) into .claude/skills/xcrawl-map in your project. Claude Code loads it when a task matches its description.
How do I install Xcrawl Map in Codex?
Run `npx skills add xcrawl-api/xcrawl-skills --skill xcrawl-map -a codex`. Or copy the skill folder (skills/xcrawl-map in xcrawl-api/xcrawl-skills) into .agents/skills/xcrawl-map in your project. Codex loads it when a task matches its description.
Can I use Xcrawl Map 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 xcrawl-api/xcrawl-skills --skill xcrawl-map -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xcrawl-map, .gemini/skills/xcrawl-map, .github/skills/xcrawl-map and .opencode/skills/xcrawl-map in your project.
What does Xcrawl Map need to run?
Going by SKILL.md and its folder, Xcrawl Map needs the command-line tools its instructions call (node and curl) and credentials named XCRAWL_API_KEY and API_KEY. Our summary lists: A credential in XCRAWL_API_KEY; A credential in API_KEY. Its frontmatter pre-approves these tools: Bash(curl:*), Bash(node:*), Read, Write, Edit, Grep.
Does Xcrawl Map access the network?
SKILL.md names 2 domains. In commands or code: run.xcrawl.com and dash.xcrawl.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Xcrawl Map 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 Xcrawl Map use?
No licence was found for Xcrawl Map or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Xcrawl Map use?
About 1.1k tokens (SKILL.md is roughly 4.4k 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 Xcrawl Map?
Skills that share tags, products or a category with Xcrawl Map: Exploratory Data Analysis (spacering-net/codeg, 3.8k stars), Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Scikit Learn (zLanqing/codex-claude-academic-skills, 4.6k stars) and Chart Visualization (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Xcrawl Map?
xcrawl-api (a GitHub organization) maintains it in xcrawl-api/xcrawl-skills, which has 449 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on March 20, 2026.
Source: xcrawl-api/xcrawl-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.