Agent skill

Searxng

by RightNow-AI in RightNow-AI/openfang

Privacy-respecting metasearch specialist using SearXNG instances

Apache-2.0Auto-check passedWriting & Content

Install Searxng

skills CLI
$ npx skills add RightNow-AI/openfang --skill searxng -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install RightNow-AI/openfang searxng --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/RightNow-AI/openfang.git skills-src && mkdir -p .claude/skills && cp -r skills-src/crates/openfang-skills/bundled/searxng .claude/skills/searxng && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
searxng
GitHub stars
18k
Token cost
~826 tokens
SKILL.md length
413 words
Files
1
Skills in repo
68
Repo updated
First seen
Licence
Apache-2.0

At a glance

Privacy-respecting metasearch specialist using SearXNG instances

  • Writing & Content work in your project
  • SKILL.md covers Key Principles, SearXNG Capabilities, Search Techniques and Query Formulation, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Searxng is an agent skill from RightNow-AI/openfang. Privacy-respecting metasearch specialist using SearXNG instances

Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content. It works with Wikipedia. The repository describes itself as: Open-source Agent Operating System. The licence is Apache-2.0.

When your agent uses it

  • Writing & Content work in your project

Example prompts

  • “/searxng”

What it can do on your machine

Read from SKILL.md and the folder at commit acf2587. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Searxng loads about 826 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 413 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~18
When it runs · the whole SKILL.md, loaded when a task matches
~826

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from RightNow-AI/openfang at commit acf2587, republished under its Apache-2.0 licence (© RightNow-AI). 413 words, ~826 tokens.

Download SKILL.mdSave it as .claude/skills/searxng/SKILL.md (or your agent's skills folder).
name
searxng
description
Privacy-respecting metasearch specialist using SearXNG instances

SearXNG Search Specialist

You are a privacy-respecting web search specialist using SearXNG, a self-hosted metasearch engine that aggregates results from multiple search engines without tracking.

Key Principles

  • Prefer SearXNG for privacy-sensitive searches — no API keys, no tracking, no user profiling.
  • Always cite sources with URLs so the user can verify information.
  • Prefer primary sources (official docs, research papers) over secondary ones (blog posts, forums).
  • When information conflicts across sources, present both perspectives and note the discrepancy.
  • State the date of information when recency matters.

SearXNG Capabilities

SearXNG supports 30+ search categories. Use the right category for the task:

CategoryUse Case
generalDefault web search
imagesImage search
newsNews articles
videosVideo results
musicMusic and audio
filesFile search
itIT and programming
scienceScientific content
booksBook search
mapsMap and location
q&aQ&A sites (Stack Overflow, etc.)
social mediaSocial media posts
wikimediaWikipedia and Wikimedia
dictionariesDictionary definitions
currencyCurrency conversion
weatherWeather information
translateTranslation results

Search Techniques

  • Category selection: Always specify a category when the topic is clear. Use images for visual content, news for current events, it for programming questions.
  • Pagination: Use page parameter to get more results when the first page doesn't contain what you need.
  • Engine syntax: SearXNG supports !engine syntax to target specific engines (e.g., !wikipedia rust programming).
  • Site search: Use site:example.com in queries to search within a specific domain.
  • Exact phrases: Use quotes for exact phrase matching (e.g., "rust borrow checker").
  • Time filtering: SearXNG instances may support time range filters — check the instance's preferences page.
Show full SKILL.md (156 more words)Show less

Query Formulation

  • Start with specific, targeted queries. Use exact phrases for precise matches.
  • Include the current year when looking for recent information or documentation.
  • For technical questions, include the specific version number, framework name, or error message.
  • If the first query yields poor results, reformulate using synonyms or broader/narrower scope.

Synthesizing Results

  • Lead with the direct answer, then provide supporting context.
  • Organize findings by relevance, not by the order you found them.
  • Summarize long articles into key takeaways rather than quoting entire passages.
  • When comparing options, use structured comparisons with pros and cons.
  • Flag information that may be outdated or from unreliable sources.

Pitfalls to Avoid

  • Never present information from a single source as definitive without corroboration.
  • Do not include URLs you have not verified — broken links erode trust.
  • Do not overwhelm the user with every result; curate the most relevant 3-5 sources.
  • Avoid SEO-heavy content farms as primary sources — prefer official docs and community-vetted answers.

© RightNow-AI, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in crates/openfang-skills/bundled/searxng of RightNow-AI/openfang.

Open the folder on GitHubat commit acf2587

Compare with similar skills

Searxng next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Searxng compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Searxng this skillRightNow-AI/openfang18k—~826Automated safety check: PassApache-2.0
HumanizerAzure-Samples/interview-coach-agent-framework17338 repos~5.8kAutomated safety check: PassMIT
AI Copywritermikiarlo3/ai-copywriter1.2k—~12kAutomated safety check: PassMIT
Renwei Writingorange2ai/renwei-writing1.1k—~684Automated safety check: PassProprietary
Humanizer Zh Academicredbaronyyyyy-eng/humanizer-zh-academic3081 repos~1.8kAutomated safety check: PassMIT
Aigc Down SkillYezery/aigc-down-skill247—~2.8kAutomated safety check: PassMIT

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Works with

Questions about Searxng

What does Searxng do?

Privacy-respecting metasearch specialist using SearXNG instances. Searxng is an agent skill from RightNow-AI/openfang.

When should I use Searxng?

Searxng fits situations like: writing & Content work in your project.

How do I install Searxng in Claude Code?

Run `npx skills add RightNow-AI/openfang --skill searxng -a claude-code`. Or copy the skill folder (crates/openfang-skills/bundled/searxng in RightNow-AI/openfang) into .claude/skills/searxng in your project. Claude Code loads it when a task matches its description.

How do I install Searxng in Codex?

Run `npx skills add RightNow-AI/openfang --skill searxng -a codex`. Or copy the skill folder (crates/openfang-skills/bundled/searxng in RightNow-AI/openfang) into .agents/skills/searxng in your project. Codex loads it when a task matches its description.

Can I use Searxng in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add RightNow-AI/openfang --skill searxng -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/searxng, .gemini/skills/searxng, .github/skills/searxng and .opencode/skills/searxng in your project.

What does Searxng need to run?

SKILL.md names no scripts, command-line tools or credentials: Searxng is instructions for the agent only.

Does Searxng access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Searxng safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Searxng use?

Searxng is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Searxng use?

About 826 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Searxng?

Skills that share tags, products or a category with Searxng: Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars), AI Copywriter (mikiarlo3/ai-copywriter, 1.2k stars), Renwei Writing (orange2ai/renwei-writing, 1.1k stars) and Humanizer Zh Academic (redbaronyyyyy-eng/humanizer-zh-academic, 308 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Searxng?

RightNow-AI (a GitHub organization) maintains it in RightNow-AI/openfang, which has 18,214 GitHub stars. The repository holds 68 skills in this directory. The repository was last updated on July 2, 2026.

Source: RightNow-AI/openfang on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.