adk-wiki-trace

Trace MemRAG wiki tool invocation failures and validate tool registration.

18|6|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/minh2004pd/chatbotfullpipeline --skill adk-wiki-trace
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: adk-wiki-trace
Source: https://github.com/minh2004pd/chatbotfullpipeline/tree/main/.claude/skills/adk-wiki-trace
Command: npx skills add https://github.com/minh2004pd/chatbotfullpipeline --skill adk-wiki-trace

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Diagnose why the MemRAG agent isn't calling wiki tools correctly by validating tool registration, lazy import guards, system_instruction prompts, and existing wiki content, then replay a query to trace tool call behavior.

Core Features & Use Cases

  • Verify tool imports and the tools list used by the Root Agent.
  • Validate lazy-loading and import guards in wiki_tools and related modules.
  • Check system_instruction prompts to ensure wiki-first guidance and content sourcing.
  • Confirm wiki has content or identify gaps requiring document uploads or meetings.
  • Provide a concrete, step-by-step remediation plan with traceable logs.

Quick Start

Run the diagnostic workflow against your MemRAG setup to identify why wiki tools are not invoked and to generate a step-by-step report.

Frequently Asked Questions about adk-wiki-trace

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
Why does my MemRAG agent fail to call wiki tools?

A MemRAG agent fails to call wiki tools due to invalid tool registration, lazy import guards blocking wiki_tools modules, or faulty system_instruction prompts. This Skill diagnoses these exact integration issues and traces the wiki invocation flow to identify the root cause.

How do I debug tool registration and lazy loading for ADK wiki operations?

You can debug tool registration and lazy loading by validating tool imports and checking the Root Agent tools list. This Skill runs a diagnostic workflow to verify import guards in wiki_tools modules and trace the invocation flow for wiki operations.

What causes system_instruction prompts to bypass wiki-first guidance?

System_instruction prompts bypass wiki-first guidance when configuration prompts lack explicit wiki content sourcing directives. This Skill checks your system_instruction prompts to ensure the agent properly prioritizes and invokes wiki data retrieval operations.

How do I trace wiki tool invocation flows across local and cloud deployments?

To trace wiki tool invocation flows across local and cloud deployments, you need to validate tool imports and replay queries. This Skill generates a step-by-step diagnostic report with traceable logs showing the exact tool call behavior.

What should I do if my wiki has content gaps preventing MemRAG agent retrieval?

If wiki content gaps prevent MemRAG agent retrieval, you must upload missing documents or meetings to populate the wiki. This Skill confirms existing wiki content availability and recommends concrete fixes for identified data gaps.

Do I need to configure import guards before using ADK wiki tools?

You need properly configured import guards in wiki_tools and related modules before ADK wiki tools function correctly. This Skill validates your lazy-loading behavior and import guards to ensure seamless wiki tool registration and invocation.