Read from Database

Find and retrieve documents matching the user's query.

Use TaskCreate to create a task for each step below, then execute them in order. Mark each task in_progress when starting and completed when done using TaskUpdate.

Step 1: Verify Database

Use the Skill tool to invoke the db-verify skill.

If verification fails, STOP execution and relay the error message to the user.

Step 2: Read Index

Use the Read tool to read database/index.md.

Parse the index to extract the list of documents. Each document entry follows the format:

- [Topic](filename.md) - Description

If the index shows "No documents yet." or has no document entries:

• •Report to the user: "The database is empty. No documents have been stored yet."
• •STOP execution.

Step 3: Find Relevant Documents

Analyze the user's query and search the index entries for relevant documents.

Match based on:

1. •Topic name (exact or partial match)
2. •Description keywords
3. •Semantic relevance to the query

Create a list of relevant document filenames to read.

If no relevant documents are found:

• •Report to the user: "No documents found matching your query. Here's what's in the database:" followed by a list of available topics.
• •STOP execution.

Step 4: Read Documents

For each relevant document identified in the previous step:

Use the Read tool to read database/<filename>.md

Collect the content from all relevant documents.

Step 5: Synthesize and Report

Combine the information from all read documents and present a clear, helpful response to the user's query.

• •Answer the user's specific question based on the document content
• •Be concise and relevant
• •If the documents don't fully answer the query, note what information is available and what's missing