Agent skill

Qryma Search

by aiskillstore in aiskillstore/marketplace

Search the web with multiple output formats using the Qryma API.

MITAuto-check: notesProductivity & Automation

Install Qryma Search

skills CLI
$ npx skills add aiskillstore/marketplace --skill qryma-search -a claude-code

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

GitHub CLI
$ gh skill install aiskillstore/marketplace qryma-search --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qryma-ai/qryma-search .claude/skills/qryma-search && 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
qryma-search
GitHub stars
433
Token cost
~567 tokens
SKILL.md length
152 words
Files
13 (incl. scripts)
Skills in repo
1,044
Repo updated
First seen
Licence
MIT

At a glance

Search the web with multiple output formats using the Qryma API.

  • The user wants to search the web
  • SKILL.md covers Quick start, Options, Authenticate and Configuration
  • Runs Python scripts from its folder; calls python; needs QRYMA_API_KEY
  • Find information on a specific topic

What it does

Qryma Search is an agent skill from aiskillstore/marketplace. Search the web with multiple output formats using the Qryma API. Use this skill when the user wants to search the web, find information on a specific topic, says "search", "look up", "find information", "web search", or needs quick answers from the internet. Supports Markdown format for readability, JSON for structured data, and Brave search-like format.

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 14 other files, including scripts (for example `README.md`, `main_claw.py` and `manifest.json`).

It sits in Productivity & Automation, covering Web search. It works with Brave Search API. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. The licence is MIT.

When your agent uses it

  • The user wants to search the web
  • Find information on a specific topic
  • Find information
  • Needs quick answers from the internet

Example prompts

  • “search”
  • “look up”
  • “find information”
  • “/qryma-search”

Requirements

  • Python 3
  • A credential in QRYMA_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit 44923f3. 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

    Ships 4 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

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

  • Network

    Links to these hosts (documentation or services it may open):

    • qryma.com
    • developers.google.com

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • QRYMA_API_KEY

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

Context cost

Qryma Search loads about 567 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 152 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~567

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:66
    Create `.env` file:

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); the scripts in this folder are not scanned.

SKILL.md

The full file from aiskillstore/marketplace at commit 44923f3, republished under its MIT licence (© aiskillstore). 152 words, ~567 tokens.

Download SKILL.mdSave it as .claude/skills/qryma-search/SKILL.md (or your agent's skills folder). This skill also uses 12 other files; get the full folder from GitHub.
name
qryma-search
description
Search the web with multiple output formats using the Qryma API. Use this skill when the user wants to search the web, find information on a specific topic, says "search", "look up", "find information", "web search", or needs quick answers from the internet. Supports Markdown format for readability, JSON for structured data, and Brave search-like format.

Qryma AI Web Search SKILL, The World's Fastest and Cheapest Search API for LLM and AI Agents.

Search the web with Qryma search engine. Supports multiple output formats including Markdown, JSON, and Brave search-like format.

Start free now. Get your free key now qryma.com.

Quick start

Basic search (Markdown format)
bash
python main_claw.py --query "how to learn python" --max-results 3 --format md
JSON format output
bash
python main_claw.py --query "latest AI trends 2024" --format raw
bash
python main_claw.py --query "artificial intelligence ethics" --max-results 10 --format brave

Options

OptionDescription
--api-keyQryma API key
--queryRequired Search query (e.g. "machine learning basics")
--max-resultsMaximum number of results to return (default: 5)
--langLanguage code (default: en) - See available languages
--startStart offset (default: 0)
--safeEnable safe search (default: False)
--modeSearch mode: fulltext (detailed)
--formatOutput format: raw | brave | md (default: raw)

Authenticate

Get your free QRYMA_API_KEY from qryma.com. Chat with your AI assistant and ask it to help you complete the configuration.

test
 Please configure qryma search with the QRYMA_API_KEY set to ak-your-api-key-here.

从 qryma.com 获取免费的 QRYMA_API_KEY,直接发送给你的 AI 助手,让他帮你自动配置。

text
请帮我配置好 qryma search,设置 QRYMA_API_KEY 为 ak-your-api-key-here

Configuration

Environment variable
bash
export QRYMA_API_KEY="ak-your-api-key-here"
Configuration file

Create .env file:

bash
QRYMA_API_KEY=ak-your-api-key-here

© aiskillstore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 12 other files (scripts) in skills/qryma-ai/qryma-search of aiskillstore/marketplace.

  • SKILL.md
  • LICENSE
  • README.md
  • main_claw.py
  • manifest.json
  • package.json
  • requirements.txt
  • scripts/__init__.py
  • scripts/adapters/__init__.py
  • scripts/adapters/adapter.py
  • scripts/search_core.py
  • skill-report.json
  • skill.json

Open the folder on GitHubat commit 44923f3

Compare with similar skills

Qryma Search 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.

Qryma Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Qryma Search this skillaiskillstore/marketplace433—~567Automated safety check: NotesMIT
Brave Searchbadlogic/pi-skills2.6k5 repos~592Automated safety check: PassMIT
Web Searchtmustier/pi-for-excel434—~410Automated safety check: PassMIT
Web Search Bravejwynia/agent-skills170—~2kAutomated safety check: PassMIT
Brave SearchLeoYeAI/openclaw-master-skills2.2k—~4.6kAutomated safety check: PassMIT
Brave SearchAnil-matcha/awesome-muse-connectors1.3k—~440Automated safety check: PassMIT

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Questions about Qryma Search

What does Qryma Search do?

Search the web with multiple output formats using the Qryma API. Qryma Search is an agent skill from aiskillstore/marketplace. Search the web with multiple output formats using the Qryma API.

When should I use Qryma Search?

Qryma Search fits situations like: the user wants to search the web; find information on a specific topic; find information; needs quick answers from the internet.

How do I install Qryma Search in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill qryma-search -a claude-code`. Or copy the skill folder (skills/qryma-ai/qryma-search in aiskillstore/marketplace) into .claude/skills/qryma-search in your project. Claude Code loads it when a task matches its description.

How do I install Qryma Search in Codex?

Run `npx skills add aiskillstore/marketplace --skill qryma-search -a codex`. Or copy the skill folder (skills/qryma-ai/qryma-search in aiskillstore/marketplace) into .agents/skills/qryma-search in your project. Codex loads it when a task matches its description.

Can I use Qryma Search 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 aiskillstore/marketplace --skill qryma-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qryma-search, .gemini/skills/qryma-search, .github/skills/qryma-search and .opencode/skills/qryma-search in your project.

What does Qryma Search need to run?

Going by SKILL.md and its folder, Qryma Search needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named QRYMA_API_KEY. Our summary lists: Python 3; A credential in QRYMA_API_KEY.

Does Qryma Search access the network?

SKILL.md names 2 domains. As links in the text: qryma.com and developers.google.com. This is read from the text; nothing was executed.

Is Qryma Search safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Qryma Search use?

Qryma Search is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Qryma Search use?

About 567 tokens (SKILL.md is roughly 2.3k 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 Qryma Search?

Skills that share tags, products or a category with Qryma Search: Brave Search (badlogic/pi-skills, 2.6k stars), Web Search (tmustier/pi-for-excel, 434 stars), Web Search Brave (jwynia/agent-skills, 170 stars) and Brave Search (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qryma Search?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.

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