Retrieve consolidated knowledge about people, companies, and ideas from natural-language questions.
npx skills add https://github.com/weiping/gbrain-cn --skill query-weiping
Please help me install this Agent Skill. Skill: query Source: https://github.com/weiping/gbrain-cn/tree/main/test/fixtures/openclaw-mixed-merge/skills/query Command: npx skills add https://github.com/weiping/gbrain-cn --skill query-weiping
The query skill helps you quickly discover and synthesize relevant information from a knowledge base when you know only the rough topic you want to learn about.
Ask: What do we know about Acme AI?
High-intent search queries and answers about installing and using this skill.
To retrieve and synthesize knowledge about an open-ended topic, ask a natural-language question starting with "What do we know about" to discover consolidated context across people, companies, and ideas.
Discovering consolidated context for a company or person requires phrasing a guided discovery prompt like "What do we know about Acme AI," which triggers topic-based retrieval to synthesize relevant information into a single answer.
Yes, getting synthesized answers without a specific search query works by interpreting open-ended questions that start with "What do we know about," enabling knowledge discovery across broad subjects without requiring exact match terms.
No dependencies or component configurations are required to use the query skill for information retrieval, as it operates with a minimal operational body and a deterministic, fixture-friendly query entry point using YAML metadata.
Fixture-friendly regression testing for knowledge discovery uses a stable entry point stub to validate mixed-merge regression scenarios, providing deterministic query phrasing aligned to the skill's trigger pattern without requiring full production logic.
You should not use this approach for information retrieval when you need complex boolean filtering or multi-hop reasoning across datasets, as it is designed for basic, open-ended topic synthesis rather than advanced relational queries.
MLMarioSearch a knowledge base wiki and return synthesized answers with citations.
JansenAnalyticsLoad CSV, JSON, or NDJSON files and run SQL-like queries.
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jeremylongshoreBuild and query knowledge graphs from code or documents with natural-language queries.
