Atlas / Skills / freedomintelligence / Wikipedia Search

Wikipedia SearchSAFE

skills/freedomintelligence/wikipedia-search

The largest open-source medical AI skills library for OpenClaw🦞.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
—
Stars
3,053
01

Overview

The largest open-source medical AI skills library for OpenClaw🦞.

Read from source at commit 29f31a89230cOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: wikipedia-search
description: Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information
metadata:
  openclaw:
    emoji: "📚"
    requires:
      bins: ["python3"]
---

# Wikipedia Search Skill

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.

## When to Use

Use this skill when you need:

- **Encyclopedic knowledge** — Factual information about people, places, events, concepts
- **Historical information** — Well-documented historical facts, dates, and events
- **Scientific and technical concepts** — Definitions, explanations, and overviews
- **Biographical information** — Details about notable people
- **Geographic information** — Countries, cities, landmarks, and their details
- **Quick fact verification** — Cross-checking encyclopedic facts
- **Structured content** — Need article sections, categories, and links
- **Multi-language content** — Access Wikipedia in languages other than English

## When NOT to Use

Avoid using this skill for:

- **Current events or breaking news** — Wikipedia may not be up-to-date for very recent events (use web-search instead)
- **Controversial or disputed topics** — Wikipedia can have bias or edit wars; use multiple sources
- **Opinions or analysis** — Wikipedia aims for neutral point of view, not opinion
- **How-to guides or tutorials** — Wikipedia is encyclopedic, not instructional (look for specialized resources)
- **Code examples or technical documentation** — Use official docs or specialized sites
- **Personal or local information** — Wikipedia only covers notable topics
- **Real-time data** — Stock prices, weather, sports scores (use web-search instead)

## Usage

The skill is invoked by running the wiki script with a query:

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "your query" [options]
```

### Options

- `--mode [search|summary|full]` — Operation mode (default: summary)
  - `search`: Search for page titles matching the query
  - `summary`: Get a concise summary of a specific page
  - `full`: Get the complete article with sections and structure
- `--sentences N` — Number of sentences for summary mode (default: 5)
- `--lang CODE` — Language code (default: en)

### Common Language Codes

- `en` — English
- `es` — Spanish
- `fr` — French
- `de` — German
- `it` — Italian
- `ja` — Japanese
- `zh` — Chinese
- `ru` — Russian
- `ar` — Arabic
- `pt` — Portuguese

## Examples

### 1. Search for Page Titles

Search for Wikipedia articles matching a term:

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "quantum computing" --mode search
```

Output:
```json
{
  "mode": "search",
  "query": "quantum computing",
  "results": [
    {
      "title": "Quantum computing",
      "description": "Study of computers based on quantum phenomena",
      "url": "https://en.wikipedia.org/wiki/Quantum_computing"
    },
    ...
  ],
  "count": 10
}
```

### 2. Get a Summary

Get a concise summary of a Wikipedia page:

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "Python (programming language)" --mode summary
```

Or with custom sentence count:

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "Albert Einstein" --mode summary --sentences 3
```

Output:
```json
{
  "mode": "summary",
  "title": "Albert Einstein",
  "exists": true,
  "url": "https://en.wikipedia.org/wiki/Albert_Einstein",
  "summary": "Albert Einstein was a German-born theoretical physicist...",
  "categories": ["1879 births", "1955 deaths", "German physicists", ...]
}
```

### 3. Get Full Article Content

Retrieve the complete article with sections:

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "Machine learning" --mode full
```

Output:
```json
{
  "mode": "full",
  "title": "Machine learning",
  "exists": true,
  "url": "https://en.wikipedia.org/wiki/Machine_learning",
  "summary": "Machine learning is a field of study in artificial intelligence...",
  "sections": [
    {
      "title": "History and relationships to other fields",
      "level": 0,
      "text": "..."
    },
    ...
  ],
  "categories": [...],
  "links": ["Artificial intelligence", "Neural network", ...]
}
```

### 4. Search in Different Languages

Search or fetch content in other languages:

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "Paris" --mode summary --lang fr
```

```bash
python ~/.openclaw/skills/wikipedia-search/scripts/wiki.py "東京" --mode summary --lang ja
```

## Workflow

When using this skill, follow this workflow:

### For Unknown Topics (Search First)

1. **Search for titles** — Use `--mode search` to find relevant articles
2. **Choose the right article** — Pick the most relevant title from results
3. **Get summary or full content** — Fetch the article with `--mode summary` or `--mode full`
4. **Parse JSON output** — Extract relevant information from structured data
5. **Cite the source** — Include Wikipedia URL when presenting information

### For Known Topics (Direct Fetch)

1. **Use exact or close title** — Wikipedia is good at matching similar titles
2. **Fetch summary** — Use `--mode summary` for quick facts
3. **Get full content if needed** — Use `--mode full` for comprehensive information
4. **Extract sections** — Parse specific sections for focused information

### JSON Output Structure

#### Search Mode
```json
{
  "mode": "search",
  "query": "original query",
  "results": [
    {
      "title": "Page Title",
      "description": "Brief description",
      "url": "https://en.wikipedia.org/wiki/Page_Title"
    }
  ],
  "count": 10
}
```

#### Summary Mode
```json
{
  "mode": "summary",
  "title": "Article Title",
  "exists": true,
  "url": "https://en.wikipedia.org/wiki/Article_Title",
  "summary": "Summary text...",
  "c
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (2 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 29f31a89230cfull audit observations/trust-audit/skill/freedomintelligence__wikipedia-search.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-0829f31a89230cSAFEB89first audit
06

Questions

What does the Wikipedia Search skill do?

The largest open-source medical AI skills library for OpenClaw🦞.

Is Wikipedia Search safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Wikipedia Search access on my machine?

The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.

Which assistants does Wikipedia Search work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (29f31a89230c), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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