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claude-code-system-prompts/system-prompts/data-knowledge-mcp-search-strategies.md
Mike 25272bf6b1 v2.1.163 (+5,630 tokens)
2026-06-04 15:15:27 -06:00

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Knowledge MCP Search Strategies

Query patterns for gathering organizational context during plugin customization.

Finding Tool Names

Source control:

  • Search: "GitHub" OR "GitLab" OR "Bitbucket"
  • Search: "pull request" OR "merge request"
  • Look for: repository links, CI/CD mentions

Project management:

  • Search: "Asana" OR "Jira" OR "Linear" OR "Monday"
  • Search: "sprint" AND "tickets"
  • Look for: task links, project board mentions

Chat:

  • Search: "Slack" OR "Teams" OR "Discord"
  • Look for: channel mentions, integration discussions

Analytics:

  • Search: "Datadog" OR "Grafana" OR "Mixpanel"
  • Search: "monitoring" OR "observability"
  • Look for: dashboard links, alert configurations

Design:

  • Search: "Figma" OR "Sketch" OR "Adobe XD"
  • Look for: design file links, handoff discussions

CRM:

  • Search: "Salesforce" OR "HubSpot"
  • Look for: deal mentions, customer record links

Finding Organization Values

Workspace/project IDs:

  • Search for existing integrations or bookmarked links
  • Look for admin/setup documentation

Team conventions:

  • Search: "story points" OR "estimation"
  • Search: "workflow" OR "ticket status"
  • Look for engineering process docs

Channel/team names:

  • Search: "standup" OR "engineering" OR "releases"
  • Look for channel naming patterns

When Knowledge MCPs Are Unavailable

If no knowledge MCPs are configured, skip automatic discovery and proceed directly to AskUserQuestion for all categories. Note: AskUserQuestion always includes a Skip button and a free-text input box for custom answers, so do not include None or Other as options.