Tencent SkillHub · Developer Tools

openclaw-serper

Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.

skill openclawclawhub Free

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High Signal

⬇ 0 downloads ★ 0 stars Unverified but indexed

Install for OpenClaw

Quick setup

Download the package from Yavira.
Extract the archive and review SKILL.md first.
Import or place the package into your OpenClaw setup.

Requirements

Target platform: OpenClaw
Install method: Manual import
Extraction: Extract archive
Prerequisites: OpenClaw
Primary doc: SKILL.md

Package facts

Download mode: Yavira redirect
Package format: ZIP package
Source platform: Tencent SkillHub
What's included: spec/specification.mdx, README.md, scripts/search.py, SKILL.md

Validation

Use the Yavira download entry.
Review SKILL.md after the package is downloaded.
Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

Download the package from Yavira.
Extract it into a folder your agent can access.
Paste one of the prompts below and point your agent at the extracted folder.

New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Open Send to Agent page Open JSON manifest Open Markdown brief

Trust & source

Release facts

Source: Tencent SkillHub
Verification: Indexed source record
Version: 3.1.1

Provenance

Publisher: nesdeq
Source page: View original listing
Canonical URL: Open canonical page

Documentation

ClawHub primary doc Primary doc: SKILL.md 13 sections Open source page

Serper

Google search via Serper API. Fetches results AND reads the actual web pages to extract clean full-text content via trafilatura. Not just snippets — full article text.

Constraint

This skill already fetches and extracts full page content. Do NOT use WebFetch, web_fetch, WebSearch, browser tools, or any other URL-fetching/browsing tool on the URLs returned by this skill. The content is already included in the output. Never follow up with a separate fetch — everything you need is in the results.

Query Discipline

Craft ONE good search query. That is almost always enough. Each call returns multiple results with full page text — you get broad coverage from a single query. Do not run multiple searches to "explore" a topic. One well-chosen query with the right mode covers it. At most two calls if the user's request genuinely spans two distinct topics (e.g. "compare X vs Y" where X and Y need separate searches, or one default + one current call for different aspects). Never more than two. Do NOT: Run the same query with different wording to "get more results" Run sequential searches to "dig deeper" — the full page content is already deep Run one search to find something, then another to follow up — read the content you already have

Two Search Modes

There are exactly two modes. Pick the right one based on the query:

default — General search (all-time)

All-time Google web search, 5 results, each enriched with full page content Use for: general questions, research, how-to, evergreen topics, product info, technical docs, comparisons, tutorials, anything NOT time-sensitive

current — News and recent info

Past-week Google web search (3 results) + Google News (3 results), each enriched with full page content Use for: news, current events, recent developments, breaking news, announcements, anything time-sensitive

Mode Selection Guide

Query signalsMode"how does X work", "what is X", "explain X"defaultProduct research, comparisons, tutorialsdefaultTechnical documentation, guidesdefaultHistorical topics, evergreen contentdefault"news", "latest", "today", "this week", "recent"current"what happened", "breaking", "announced", "released"currentCurrent events, politics, sports scores, stock pricescurrent

Locale

Default is global — no country filter, English results. This ONLY works for English queries. You MUST ALWAYS set --gl and --hl when ANY of these are true: The user's message is in a non-English language The search query you construct is in a non-English language The user mentions a specific country, city, or region The user asks for local results (prices, news, stores, etc.) in a non-English context If the user writes in German, you MUST pass --gl de --hl de. No exceptions. ScenarioFlagsEnglish query, no country target(omit --gl and --hl)German query OR user writes in German OR targeting DE/AT/CH--gl de --hl deFrench query OR user writes in French OR targeting France--gl fr --hl frAny other non-English language/country--gl XX --hl XX (ISO codes) Rule of thumb: If the query string contains non-English words, set --gl and --hl to match that language.

How to Invoke

python3 scripts/search.py -q "QUERY" [--mode MODE] [--gl COUNTRY] [--hl LANG]

Examples

# English, general research python3 scripts/search.py -q "how does HTTPS work" # English, time-sensitive python3 scripts/search.py -q "OpenAI latest announcements" --mode current # German query — set locale + current mode for news/prices python3 scripts/search.py -q "aktuelle Preise iPhone" --mode current --gl de --hl de # German news python3 scripts/search.py -q "Nachrichten aus Berlin" --mode current --gl de --hl de # French product research python3 scripts/search.py -q "meilleur smartphone 2026" --gl fr --hl fr

Output Format

The script streams a JSON array. The first element is metadata, the rest are results with full extracted content: [{"query": "...", "mode": "default", "locale": {"gl": "world", "hl": "en"}, "results": [{"title": "...", "url": "...", "source": "web"}]} ,{"title": "Page Title", "url": "https://example.com", "source": "web", "content": "Full extracted page text..."} ,{"title": "News Article", "url": "https://news.com", "source": "news", "date": "2 hours ago", "content": "Full article text..."} ] FieldDescriptiontitlePage titleurlSource URLsource"web", "news", or "knowledge_graph"contentFull extracted page text (falls back to search snippet if extraction fails)datePresent when available (news results always, web results sometimes)

CLI Reference

FlagDescription-q, --querySearch query (required)-m, --modedefault (all-time, 5 results) or current (past week + news, 3 each)--glCountry code (e.g. de, us, fr, at, ch). Default: world--hlLanguage code (e.g. en, de, fr). Default: en

Edge Cases

If trafilatura cannot extract content from a page, the result falls back to the search snippet. Some sites block scraping entirely — the snippet is all you get. If zero results are returned, the script exits with {"error": "No results found", "query": "..."}. The Serper API key is loaded from .env in the skill directory. If missing, the script exits with setup instructions.

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package

2 Docs1 Scripts1 Files

SKILL.md Primary doc
README.md Docs
scripts/search.py Scripts
spec/specification.mdx Files