Knowledge Base Discovery

Treat knowledge bases as an optional source of internal facts and business context. Keep the user's original goal unchanged; knowledge base retrieval is a supporting workflow, not the task itself.

This skill decides whether to use a knowledge base and which knowledge base is worth searching. The retrieval procedure itself — inspecting the index, grep, reading sections, and optional LLM synthesis — lives in the ae-kb skill (references/query-workflow.md). Discover here, then hand off to ae-kb to execute.

Decide Whether to Use This Skill

Use this skill when:

• The user explicitly asks to search a knowledge base, internal documentation, or company materials.
• The task requires organization-specific facts or context, such as product design and rules, events, campaign or operations calendars, release and iteration records, workflows, policies, or terminology.
• Internal context is needed to explain data analysis results, anomalies, or trends and form evidence-backed conclusions.
• The knowledge base context currently available does not cover the question, and discovering other accessible sources has clear value.

Do not use this skill when: