WebSearch-Openclaw

Use this skill whenever the user wants to search the web, do research on a topic, fetch a webpage, or gather information from online sources using a self-hosted SearXNG instance. Triggers include: 'search for', 'look up', 'find online', 'deep research', 'fetch this page', 'web search', or any request that needs current/external information. Also use when the user wants to run websearch.py, deep_research.py, or fetch_page.py scripts. Do NOT use for local file operations, code execution unrelated to search, or tasks that don't require web data.

SearXNG Web Search Skill

A skill for searching the web and fetching pages via a self-hosted SearXNG instance. Three entry-point scripts cover the main use cases:

Script	Purpose
websearch.py	Single query, structured results
fetch_page.py	Fetch and extract text from one URL
deep_research.py	Multi-query research with page fetching and ranking

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Environment Setup

All scripts read configuration from a .env file (or real environment variables). Copy _env → .env and fill in your values:

cp _env .env

.env reference

Variable	Default	Description
SEARXNG_URL	http://localhost:8080	Base URL of your SearXNG instance
SEARXNG_LANGUAGE	en	Default search language
SEARXNG_SAFE_SEARCH	0	0 = off, 1 = moderate, 2 = strict
SEARXNG_TIMEOUT	20	HTTP timeout in seconds

CLI override — every script now also accepts --searxng-url to override the env value for one-off runs without editing .env.

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Quick Start

Install dependencies

pip install requests beautifulsoup4 lxml python-dotenv

Install PATH shims (recommended — fixes CWD issues in OS)

bash ~/.openclaude/skills/searxng-websearch/install.sh
# reload shell, then:
wsearch   "Claude Sonnet 4 release notes" --format agent
wfetch    https://example.com --max-chars 3000
wresearch "transformer attention mechanisms" --fetch-top-pages 3

Or call directly with full path (no install needed)

SKILL=~/.openclaude/skills/searxng-websearch
python3 "$SKILL/websearch.py"    "Claude Sonnet 4 release notes" --format agent
python3 "$SKILL/fetch_page.py"   https://example.com --max-chars 3000
python3 "$SKILL/deep_research.py" "transformer attention mechanisms" --fetch-top-pages 3

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Script Reference

websearch.py

python websearch.py <query> [options]

Options:
  --searxng-url URL       SearXNG base URL (overrides SEARXNG_URL env var)
  --category CATEGORY     general | images | news | science | files |
                          social_media | map | music | videos | it
                          (default: general)
  --max-results N         Number of results to return (default: 5)
  --language LANG         Language code, e.g. en, de, fr
  --safe-search 0|1|2     Safe-search level
  --page N                Result page number (default: 1)
  --time-range RANGE      day | week | month | year
  --format FORMAT         markdown | text | json | agent (default: markdown)

fetch_page.py

python fetch_page.py <url> [options]

Options:
  --searxng-url URL       Unused here but accepted for consistency
  --max-chars N           Max characters to print (default: 5000)

deep_research.py

python deep_research.py <topic> [options]

Options:
  --searxng-url URL       SearXNG base URL (overrides SEARXNG_URL env var)
  --max-results N         Results per sub-query (default: 4)
  --fetch-top-pages N     Number of top pages to fetch (default: 3)
  --max-chars N           Max chars per fetched page (default: 2500)
  --output FORMAT         markdown | text (default: markdown)

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Source Ranking (deep_research.py)

Pages are scored before fetching so the most authoritative content is prioritised:

Domain signal	Points
github.com / gitlab.com	+5
arxiv.org / openreview.net	+5
docs.* / readthedocs.*	+4
research / paper in domain	+3
Has a publication date	+1
Has a snippet	+1

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⚠️ Critical: How to Invoke These Scripts (OpenClaude / Claude Code)

NEVER use cd before calling a script. Each Bash() call spawns a fresh shell; cd skill-dir && python3 script.py silently resets the CWD and the script never runs.

Always call scripts by their full absolute path in a single command:

# ✅ CORRECT — full path, no cd
python3 ~/.openclaude/skills/searxng-websearch/websearch.py "my query" --format agent

# ✅ CORRECT — SKILL_DIR variable makes it readable
SKILL_DIR=~/.openclaude/skills/searxng-websearch
python3 "$SKILL_DIR/websearch.py" "my query" --format agent

# ❌ WRONG — cd resets on the next Bash() call
cd ~/.openclaude/skills/searxng-websearch && python3 websearch.py "my query"

If the skill path is unknown, resolve it first:

SKILL_DIR=$(find ~/.openclaude/skills -name "websearch.py" -printf '%h' -quit 2>/dev/null \
            || find ~/skills -name "websearch.py" -printf '%h' -quit 2>/dev/null)
python3 "$SKILL_DIR/websearch.py" "my query" --format agent

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Tips for Claude

• Run websearch.py with --format agent when you need compact, token-efficient context to pass back to the model.
• For broad topics, prefer deep_research.py — it fans out into sub-queries automatically.
• If SearXNG is unreachable, deep_research.py exits with a clear error message; check that SEARXNG_URL is correct and the instance is running.
• Pipe markdown output into a file for later use:

  python3 ~/.openclaude/skills/searxng-websearch/deep_research.py "RAG retrieval strategies" > research.md