Agent skill

Desearch Web Search

by LeoYeAI in LeoYeAI/openclaw-master-skills

Search the web and get real-time SERP-style results with titles, URLs, and snippets.

MITAuto-check passedProductivity & Automation

Install Desearch Web Search

skills CLI
$ npx skills add LeoYeAI/openclaw-master-skills --skill desearch-web-search -a claude-code

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

GitHub CLI
$ gh skill install LeoYeAI/openclaw-master-skills desearch-web-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/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/desearch-web-search .claude/skills/desearch-web-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
desearch-web-search
GitHub stars
2.2k
Token cost
~472 tokens
SKILL.md length
82 words
Files
2 (incl. scripts)
Skills in repo
1,235
Repo updated
First seen
Licence
MIT

At a glance

Search the web and get real-time SERP-style results with titles, URLs, and snippets.

  • Works in 2 steps: Get an API key from… → Set environment variable: export…
  • Tasks that involve Web search
  • SKILL.md covers Quick Start, Usage, Options and Response, plus 1 more section
  • Runs Python scripts from its folder; reaches reddit.com; needs DESEARCH_API_KEY

What it does

Desearch Web Search is an agent skill from LeoYeAI/openclaw-master-skills. Search the web and get real-time SERP-style results with titles, URLs, and snippets. Use this for general web queries when you need current links and information from across the internet.

Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/desearch.py`).

It sits in Productivity & Automation, covering Web search. The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.

When your agent uses it

  • Tasks that involve Web search

Example prompts

  • “/desearch-web-search”

Requirements

  • Python 3
  • A credential in DESEARCH_API_KEY

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. Get an API key from https://console.desearch.ai
  2. Set environment variable: export DESEARCH_API_KEY='your-key-here'

What it can do on your machine

Read from SKILL.md and the folder at commit e5199b5. 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 1 file in scripts/ (Python), which the agent can run.

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • reddit.com

    Also links to:

    • console.desearch.ai
    • desearch.ai

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

  • Credentials

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

    • DESEARCH_API_KEY

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

Context cost

Desearch Web Search loads about 472 tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 82 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~472

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); the scripts in this folder are not scanned.

SKILL.md

The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 82 words, ~472 tokens.

Download SKILL.mdSave it as .claude/skills/desearch-web-search/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
desearch-web-search
description
Search the web and get real-time SERP-style results with titles, URLs, and snippets. Use this for general web queries when you need current links and information from across the internet.

Web Search By Desearch

Real-time web search returning structured SERP-style results with titles, links, and snippets.

Quick Start

  1. Get an API key from https://console.desearch.ai
  2. Set environment variable: export DESEARCH_API_KEY='your-key-here'

Usage

bash
# Basic web search
desearch.py web "quantum computing"

# Paginated results
desearch.py web "quantum computing" --start 10

Options

OptionDescription
--startPagination offset (default: 0). Use to get the next page of results.

Response

Example
bash
desearch.py web "best sights in Georgia"
json
{
  "data": [
    {
      "title": "Cool places and fun things to do in Georgia ? : r/solotravel",
      "snippet": "I was in Georgia earlier this month. My favorite place was Mtirala National Park in Adjara. The mountains and forest were absolutely beautiful ...",
      "link": "https://www.reddit.com/r/solotravel/comments/py4wls/cool_places_and_fun_things_to_do_in_georgia/",
    },
  ]
}
Notes
  • Returns up to 10 results per page. Use --start to paginate.
Errors

Status 401, Unauthorized (e.g., missing/invalid API key)

json
{
  "detail": "Invalid or missing API key"
}

Status 402, Payment Required (e.g., balance depleted)

json
{
  "detail": "Insufficient balance, please add funds to your account to continue using the service."
}

Resources

© LeoYeAI, 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 1 other file (scripts) in skills/desearch-web-search of LeoYeAI/openclaw-master-skills.

  • SKILL.md
  • scripts/desearch.py

Open the folder on GitHubat commit e5199b5

Compare with similar skills

Desearch Web 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.

Desearch Web Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Desearch Web Search this skillLeoYeAI/openclaw-master-skills2.2k—~472Automated safety check: PassMIT
Brave Searchbadlogic/pi-skills2.6k5 repos~592Automated safety check: PassMIT
Enterprise AI Scenario MapMetaInFLow/Enterprise-ai-scenario-map-skill632—~1.8kAutomated safety check: PassMIT
Web Searchjjyaoao/HelloAgents3.2k1 repos~5.6kAutomated safety check: PassMIT
Ddg SearchTheSyart/claude-agent-examples4051 repos~493Automated safety check: PassNone
Local Web SearchuluckyXH/OpenMOSS1.3k—~392Automated safety check: NotesMIT

Similar skills

  • Brave Search

    badlogic/pi-skills

    Web search and content extraction via Brave Search API. An agent skill from badlogic/pi-skills.

    2.6k GitHub starsUsed in 5 repos~592 tokens
    Productivity & AutomationAuto-check passed
  • Enterprise AI Scenario Map

    MetaInFLow/Enterprise-ai-scenario-map-skill

    企业AI场景地图生成报告工具。通过 web-search 深度调研企业信息,按照V2.1标准模板生成结构化AI应用场景地图报告,包含企业画像、业务诊断、行业实践、AI场景全量表、实施路径等完整内容。

    632 GitHub stars~1.8k tokensUpdated 6 mo ago
    Productivity & AutomationAuto-check passed
  • Web Search

    jjyaoao/HelloAgents

    Implement web search capabilities using the z-ai-web-dev-sdk.

    3.2k GitHub starsUsed in 1 repo~5.6k tokens
    Productivity & AutomationAuto-check passed
  • Ddg Search

    TheSyart/claude-agent-examples

    Web search without an API key using DuckDuckGo Lite via webfetch.

    405 GitHub starsUsed in 1 repo~493 tokens
    Productivity & AutomationAuto-check passed
  • Local Web Search

    uluckyXH/OpenMOSS

    A skill your agent uses when the user asks for web search that should run via the local-160 Responses API with websearch tool (base URL like https://proxy.example.com, model gpt-5.2-codex(xhigh)).

    1.3k GitHub stars~392 tokensUpdated 3 mo ago
    Productivity & AutomationAuto-check: notes
  • Ask Search

    ythx-101/ask-search

    Web search via self-hosted SearxNG. An agent skill from ythx-101/ask-search.

    537 GitHub stars~332 tokensUpdated 6 mo ago
    Productivity & AutomationAuto-check passed

More from LeoYeAI/openclaw-master-skills

All 1,235 skills in this repo
  • DevOps Pipeline Management

    LeoYeAI/openclaw-master-skills

    Manages pipelines on a DevOps quality and efficiency platform through its OpenAPI: list workspaces and templates, create, update, run and cancel pipelines, and read run records.

    2.2k GitHub stars~4.2k tokensUpdated 2 mo ago
    Auto-check: notes
  • Feishu Document Collaboration

    LeoYeAI/openclaw-master-skills

    Patches OpenClaw's Feishu extension so an edited document triggers an isolated agent session that reads the doc and replies inline, turning it into a live chat space.

    2.2k GitHub stars~2k tokensUpdated 2 mo ago
    Auto-check passed
  • Files Memory System

    LeoYeAI/openclaw-master-skills

    Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation.

    2.2k GitHub stars~3.8k tokensUpdated 2 mo ago
    Auto-check passed
  • GEO-Claw AI Visibility Agent

    LeoYeAI/openclaw-master-skills

    Runs a brand's AI-search visibility work end to end: diagnosing how AI platforms represent it, repositioning it, producing AI-optimized content and monitoring ongoing mentions.

    2.2k GitHub stars~4.7k tokensUpdated 2 mo ago
    Auto-check passed
  • Google Workspace CLI

    LeoYeAI/openclaw-master-skills

    Installs and authenticates the gws CLI, then automates Gmail, Drive, Sheets, Calendar, Docs, Chat and Tasks with ready-made recipes, persona bundles and security audits.

    2.2k GitHub stars~2.6k tokensUpdated 2 mo ago
    Auto-check: notes
  • HealthFit Health Advisors

    LeoYeAI/openclaw-master-skills

    Runs four advisor roles, a fitness coach, nutritionist, data analyst and TCM practitioner, to build a health profile and track workouts, diet and wellness over time.

    2.2k GitHub stars~4.4k tokensUpdated 2 mo ago
    Auto-check passed

Questions about Desearch Web Search

What does Desearch Web Search do?

Search the web and get real-time SERP-style results with titles, URLs, and snippets. Desearch Web Search is an agent skill from LeoYeAI/openclaw-master-skills. Search the web and get real-time SERP-style results with titles, URLs, and snippets.

When should I use Desearch Web Search?

Desearch Web Search fits situations like: tasks that involve Web search.

How do I install Desearch Web Search in Claude Code?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill desearch-web-search -a claude-code`. Or copy the skill folder (skills/desearch-web-search in LeoYeAI/openclaw-master-skills) into .claude/skills/desearch-web-search in your project. Claude Code loads it when a task matches its description.

How do I install Desearch Web Search in Codex?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill desearch-web-search -a codex`. Or copy the skill folder (skills/desearch-web-search in LeoYeAI/openclaw-master-skills) into .agents/skills/desearch-web-search in your project. Codex loads it when a task matches its description.

Can I use Desearch Web 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 LeoYeAI/openclaw-master-skills --skill desearch-web-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/desearch-web-search, .gemini/skills/desearch-web-search, .github/skills/desearch-web-search and .opencode/skills/desearch-web-search in your project.

What does Desearch Web Search need to run?

Going by SKILL.md and its folder, Desearch Web Search needs Python for the scripts in its folder and credentials named DESEARCH_API_KEY. Our summary lists: Python 3; A credential in DESEARCH_API_KEY.

Does Desearch Web Search access the network?

SKILL.md names 3 domains. In commands or code: reddit.com; the agent is likely to contact it when it follows the instructions. As links in the text: console.desearch.ai and desearch.ai. This is read from the text; nothing was executed.

Is Desearch Web Search 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Desearch Web Search use?

Desearch Web Search is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Desearch Web Search use?

About 472 tokens (SKILL.md is roughly 1.9k 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 Desearch Web Search?

Skills that share tags, products or a category with Desearch Web Search: Brave Search (badlogic/pi-skills, 2.6k stars), Enterprise AI Scenario Map (MetaInFLow/Enterprise-ai-scenario-map-skill, 632 stars), Web Search (jjyaoao/HelloAgents, 3.2k stars) and Ddg Search (TheSyart/claude-agent-examples, 405 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Desearch Web Search?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,160 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.

Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.