Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/internscience/molclaw/wikipedia-searchnpx skills add InternScience/MolClaw --skill wikipedia-searchgit clone --depth 1 https://github.com/InternScience/MolClawWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/internscience/molclaw/wikipedia-search)<a href="https://agentmods.dev/skills/internscience/molclaw/wikipedia-search"><img src="https://agentmods.dev/badge/skills/internscience/molclaw/wikipedia-search.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00022 | $0.03439 |
| Opus 5 | $0.00011 | $0.01720 |
| Sonnet 5 | $0.00004 | $0.00688 |
| Haiku 4.5 | $0.00002 | $0.00344 |
Grade A, and why
wikipedia-search scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
subprocess.check_call([ How it starts
The opening of the file, as written. The whole thing — 482 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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:
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 querysummary: Get a concise summary of a specific pagefull: Get the complete article with sections and structure
--sentences N— Number of sentences for summary mode (default: 5)--lang CODE— Language code (default: en)
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 482 lines · 22 tokens per session scan A c35ab7c6fdba
wikipedia-search is a skill published in the GitHub repository InternScience/MolClaw (33 stars, last pushed 29d ago), licensed MIT. It adds 22 tokens to every session and 3,439 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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