query-knowledge

在 Valence 知识库中搜索相关资讯

SKILL.md

--- frontmatter

name: query-knowledge
description: Search the Valence knowledge base for relevant information
user_invocable: true
args:
  - name: query
    description: What to search for
    required: true
  - name: domain
    description: Domain filter (optional, e.g., "tech", "preferences")
    required: false

Query Knowledge

Search the Valence knowledge substrate for relevant beliefs.

Instructions

•Use mcp__valence_substrate__belief_query with the provided query
•If a domain filter is provided, include it in the search
•
Present results in a clear, organized format showing:
- •The belief content
- •Confidence level (interpret: 0.9+ = very high, 0.7+ = high, 0.5+ = moderate)
- •When it was created
- •Source if available
•Highlight any tensions (contradictions) if present
•Suggest related queries if results seem incomplete

Query: {{ query }}

{% if domain %}

Domain Filter: {{ domain }}

{% endif %}

Execution

Search for beliefs matching this query. Format the results clearly for the user.

If no results are found, suggest:

•Alternative phrasings of the query
•Broader domain searches
•Whether to capture new information on this topic

If results are found but seem incomplete, offer to:

•Search with different terms
•Check related entities
•Look for patterns on this topic