# Searxng Web Research

> Conduct multi-query web research with SearXNG-cli, source comparison, corroboration, and coverage reporting. Use for broad or high-confidence research questions that require several searches and reading multiple sources.

- Skill: `stofancy/searxng-web-research` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add stofancy/searxng-web-research`
- Raw SKILL.md: https://api.skillmd.com/api/skills/stofancy/searxng-web-research/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: stofancy (https://skillmd.com/u/stofancy)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/stofancy/searxng-web-research

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# Web Research

For research tasks, run several focused `SearXNG-cli search` calls rather than one huge query. Use `--mode` for the source class, keep `--limit 30`, deduplicate URLs, then use `SearXNG-cli read` on the strongest sources.

Report the search mode, source coverage, failed engines, publication dates, and disagreements. Do not claim that a search is exhaustive merely because SearXNG returned results.