context-intelligence

name	context-intelligence
description	Hold GPTTalker’s Qdrant, indexing, issue-memory, and cross-repo intelligence conventions.

Context Intelligence

Use this skill for semantic indexing, retrieval, and context-bundle work.

Rules

• keep vector-store access behind shared modules rather than scattered clients
• persist provenance metadata for every retrieved or indexed context fragment
• keep indexing idempotent through content hashes and tracked file state
• respect repo access controls in cross-repo search and architecture outputs
• treat embedding-model details as implementation choices unless the ticket explicitly locks them down