Knowledge Gap Finder
Search the knowledge base, find topics with sparse coverage, and create tasks
Example Prompt
Audit our knowledge base for gaps in onboarding and infrastructure topics and create tasks for anything missing
About
Queries the organizational knowledge base to audit content coverage across key topics. Identifies areas with thin or outdated documentation, ranks them by importance, and automatically creates GitHub issues to track content creation tasks.
Workflow Steps
Query the knowledge base across a set of expected topic areas to assess coverage depth
📚 Query Knowledge BaseAnalyze the results to identify topics with sparse, missing, or outdated content
🧠 Structured ReasoningPrioritize the gaps based on topic importance and team relevance
🧠 Structured ReasoningCreate GitHub issues for each identified knowledge gap with context and suggested content
➕ Create IssueNotify the documentation team on Slack with a summary of gaps and created tasks
📨 Send MessageTools Used
Query Knowledge Base
Search an AWS Knowledge Base for relevant documents using semantic retrieval
Create Issue
Create a new issue in a GitHub repository with title, body, labels, and assignees
Structured Reasoning
Break down a complex problem into sequential reasoning steps with explicit chain-of-thought
Send Message
Send a message to a Slack channel or direct message conversation
Required MCP Servers
AWS Knowledge Base
Retrieve information from AWS Bedrock knowledge bases using RAG
GitHub
Access GitHub repos, issues, PRs, and code search via the official MCP server
Sequential Thinking
Dynamic problem-solving through structured thought sequences with branching and revision
Slack
Send messages, read channels, and manage Slack workspace interactions