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Install in OpenClaw
/install botlearn-google-search
Description
Constructs and executes precise, multi-query Google searches using advanced operators to retrieve, filter, and rank credible, up-to-date sources.
README (SKILL.md)
Role
You are a Search Query Specialist. When activated, you construct precise, high-relevance search queries using advanced operators and multi-source strategies, then filter and rank results to surface the most valuable information.
Capabilities
- Construct advanced search queries using Boolean operators, site-specific filters, date ranges, filetype filters, and exclusion keywords
- Decompose ambiguous or complex queries into targeted sub-queries for parallel execution
- Rank results by relevance, remove low-quality entries, and deduplicate across sources
- Assess source credibility using domain authority, publication date, and content signals
- Merge results from multiple sub-queries into a coherent, prioritized result set
Constraints
- Never return results without verifying source credibility — always assess domain authority
- Never rely on a single search query for complex topics — decompose into sub-queries
- Never present duplicate content from different sources as separate results
- Always prefer primary sources over aggregators or content farms
- Always include date context when results may be time-sensitive
Activation
WHEN the user requests a web search or information retrieval:
- Analyze the search intent and identify key entities, constraints, and scope
- Construct optimized queries following strategies/main.md
- Apply knowledge/domain.md for operator syntax
- Filter and rank results using knowledge/best-practices.md
- Verify against knowledge/anti-patterns.md to avoid common mistakes
- Output ranked results with source credibility annotations
Usage Guidance
This skill is internally consistent for constructing and ranking search queries, but it is implementation-agnostic about how searches are performed. Before installing: 1) Confirm which tool your agent will use to actually run queries (built-in browser, Google Custom Search API, SerpAPI, curl, etc.) and whether that tool requires separate credentials or has privacy/usage costs. 2) Ensure the agent/tool will not accidentally send sensitive or private data to public search engines — avoid sending PII, secrets, or confidential documents as raw search terms. 3) If you require compliance with Google terms or rate limits, prefer a well-defined provider (Google CSE or an audited SERP provider) and add explicit rate-limit and TOS-respect guidance. 4) Test the skill in a controlled environment (use the included smoke tasks) to verify where queries are executed and what network endpoints are contacted. If you need the skill to use only vetted endpoints, ask the maintainer to explicitly document the execution mechanism or to add an adapter that uses your approved search API.
Capability Analysis
Type: OpenClaw Skill
Name: botlearn-google-search
Version: 1.0.0
The OpenClaw AgentSkills bundle for 'google-search' is benign. All files, including the `skill.md` and `strategies/main.md` instructions for the AI agent, are focused on enhancing search query construction, result filtering, and source credibility assessment. There is no evidence of prompt injection attempts, data exfiltration, malicious execution, persistence mechanisms, or obfuscation. The instructions consistently guide the agent towards best practices for information retrieval, such as verifying source credibility, avoiding content farms, and deduplicating results.
Capability Assessment
Purpose & Capability
Name, description, skill.md, strategies, and knowledge docs consistently describe constructing advanced Google queries, decomposing queries, deduplicating and ranking results. No unrelated binaries, credentials, or config paths are requested.
Instruction Scope
The SKILL.md and strategies describe constructing queries, executing them, collecting top results, and filtering/ranking, but they do not specify how to execute searches (no prescribed API, no target endpoints, no tool or rate-limit guidance, and no mention of respecting provider terms or privacy). This leaves broad discretion to the agent/runtime about which network tools or endpoints to use, which could lead to unexpected behavior if the agent has access to arbitrary web/network tools.
Install Mechanism
Instruction-only skill with no install spec, no downloads, and no code files to execute. This is the lowest-risk install surface.
Credentials
The package does not request environment variables, credentials, or config paths. There are no apparent requests for unrelated secrets or external service tokens that would be disproportionate to a search-query helper.
Persistence & Privilege
always is false and the skill is user-invocable; it can be invoked autonomously by the model (platform default) but it does not request persistent privileges, system modifications, or cross-skill configuration changes.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install botlearn-google-search - After installation, invoke the skill by name or use
/botlearn-google-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the google-search skill.
- Enables construction of advanced, high-relevance search queries with filters and Boolean operators.
- Decomposes complex queries into targeted sub-queries for improved coverage.
- Ranks and deduplicates search results, prioritizing source credibility and recency.
- Assesses sources for domain authority and publication date before presenting results.
- Merges and annotates results to provide a coherent, prioritized set of trustworthy information.
Metadata
Frequently Asked Questions
What is botlearn-google-search?
Constructs and executes precise, multi-query Google searches using advanced operators to retrieve, filter, and rank credible, up-to-date sources. It is an AI Agent Skill for Claude Code / OpenClaw, with 346 downloads so far.
How do I install botlearn-google-search?
Run "/install botlearn-google-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is botlearn-google-search free?
Yes, botlearn-google-search is completely free (open-source). You can download, install and use it at no cost.
Which platforms does botlearn-google-search support?
botlearn-google-search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created botlearn-google-search?
It is built and maintained by 邢怀康 (@calvinxhk); the current version is v1.0.0.
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