Humanizer
Azure-Samples/interview-coach-agent-framework
Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.
Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information
No licenceAuto-check passed
Install Wikipedia Search
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills wikipedia-search --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/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/wikipedia-search .claude/skills/wikipedia-search && 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 "wikipedia-search" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-search into .claude/skills/wikipedia-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikipedia-search", 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/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-searchType 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills wikipedia-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/wikipedia-search .agents/skills/wikipedia-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wikipedia-search" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-search into .agents/skills/wikipedia-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikipedia-search", 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills wikipedia-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/wikipedia-search .cursor/skills/wikipedia-search && 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 "wikipedia-search" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-search into .cursor/skills/wikipedia-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikipedia-search", 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/FreedomIntelligence/OpenClaw-Medical-Skills.git --path skills/wikipedia-search--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 FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills wikipedia-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/wikipedia-search .gemini/skills/wikipedia-search && 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 "wikipedia-search" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-search into .gemini/skills/wikipedia-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikipedia-search", 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 FreedomIntelligence/OpenClaw-Medical-Skills wikipedia-searchInstalls 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/wikipedia-search .github/skills/wikipedia-search && 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 "wikipedia-search" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-search into .github/skills/wikipedia-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikipedia-search", 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills wikipedia-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/wikipedia-search .opencode/skills/wikipedia-search && 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 "wikipedia-search" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/wikipedia-search into .opencode/skills/wikipedia-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wikipedia-search", 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
wikipedia-search- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~3.7k tokens
- SKILL.md length
- 1,258 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 279
- Repo updated
- First seen
- Licence
- None found
At a glance
Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information
- Works in 4 steps: Search for Page Titles → Get a Summary → Get Full Article Content → …
- SKILL.md covers When to Use, When NOT to Use, Usage and Examples, plus 5 more sections
- Runs Python and Shell scripts from its folder; calls python, python3 and pip; reaches en.wikipedia.org
What it does
Wikipedia Search is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information
Its SKILL.md is about 3.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/wiki.py` and `setup.sh`).
It works with Wikipedia. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
Example prompts
- “/wikipedia-search”
Requirements
- Python 3
- A Bash shell
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Search for Page Titles
- Get a Summary
- Get Full Article Content
- Search in Different Languages
What it can do on your machine
Read from SKILL.md and the folder at commit b1f9b6e. 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
Ships 1 file in scripts/ (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
pythonpython3pip
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:
en.wikipedia.org
Also links to:
mediawiki.orggithub.com
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
Wikipedia Search loads about 3.7k tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 1,258 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,258 words (~3,708 tokens).
“This skill enables Claude to search and fetch content from Wikipedia using the MediaWiki API. It provides more reliable, structured access to Wikipedia than general web search, with support for summaries, full article content, and multi-language access.”
- name
- wikipedia-search
Files
SKILL.md and 2 other files (scripts) in skills/wikipedia-search of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- scripts/wiki.py
- setup.sh
Open the folder on GitHubat commit b1f9b6e
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Wikipedia Search 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 |
|---|---|---|---|---|---|---|
| Wikipedia Search this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~3.7k | Automated safety check: Pass | None | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 172 | 37 repos | ~5.8k | Automated safety check: Pass | MIT | |
| AI Copywritermikiarlo3/ai-copywriter | 1.2k | — | ~12k | Automated safety check: Pass | MIT | |
| Renwei Writingorange2ai/renwei-writing | 1.1k | — | ~684 | Automated safety check: Pass | Proprietary | |
| World Cup Predictormikobinbin/2026-world-cup-predictor | 657 | — | ~1.7k | Automated safety check: Notes | None | |
| Humanizer Zh Academicredbaronyyyyy-eng/humanizer-zh-academic | 306 | 1 repos | ~1.8k | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Wikipedia Search
What does Wikipedia Search do?
Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information. Wikipedia Search is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.
How do I install Wikipedia Search in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a claude-code`. Or copy the skill folder (skills/wikipedia-search in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/wikipedia-search in your project. Claude Code loads it when a task matches its description.
How do I install Wikipedia Search in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a codex`. Or copy the skill folder (skills/wikipedia-search in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/wikipedia-search in your project. Codex loads it when a task matches its description.
Can I use Wikipedia Search 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill wikipedia-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wikipedia-search, .gemini/skills/wikipedia-search, .github/skills/wikipedia-search and .opencode/skills/wikipedia-search in your project.
What does Wikipedia Search need to run?
Going by SKILL.md and its folder, Wikipedia Search needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (python, python3 and pip). Our summary lists: Python 3; A Bash shell.
Does Wikipedia Search access the network?
SKILL.md names 3 domains. In commands or code: en.wikipedia.org; the agent is likely to contact it when it follows the instructions. As links in the text: mediawiki.org and github.com. This is read from the text; nothing was executed.
Is Wikipedia Search 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Wikipedia Search use?
No licence was found for Wikipedia Search or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Wikipedia Search use?
About 3.7k tokens (SKILL.md is roughly 15k 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 Wikipedia Search?
Skills that share tags, products or a category with Wikipedia Search: Humanizer (Azure-Samples/interview-coach-agent-framework, 172 stars), AI Copywriter (mikiarlo3/ai-copywriter, 1.2k stars), Renwei Writing (orange2ai/renwei-writing, 1.1k stars) and World Cup Predictor (mikobinbin/2026-world-cup-predictor, 657 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wikipedia Search?
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,052 GitHub stars. The repository holds 279 skills in this directory. The repository was last updated on July 21, 2026.
Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.