find-related

Find Related Content

Find content related to: $ARGUMENTS

Steps

1. Determine argument type:

   • Entry ID: ULID format (e.g., 01HQXYZ123ABC456DEF789GHJ) — exactly 26 characters matching ^[0-9A-HJKMNP-TV-Z]{26}$ (Crockford base32)
   • Description: Any other text

2. For Entry ID — use seeded similarity search:

   ToolSearch: select:mcp__watercooler__watercooler_search
   

   Then call:

   mcp__watercooler__watercooler_search(seed_entry_id="<ulid>")
   

3. For Description — use semantic search:

   ToolSearch: select:mcp__watercooler__watercooler_search
   

   Then call:

   mcp__watercooler__watercooler_search(query="<description>", mode="entries", semantic=true, code_path="<repo root>")
   

4. Present results:

   • Group by thread/topic
   • Show similarity scores for transparency
   • Include brief context for each match

5. Suggest deeper exploration:

   • Related threads to explore
   • Follow-up queries

Example Invocations

• /find-related 01HQXYZ123ABC456DEF789GHI - Find entries similar to this one
• /find-related git sync conflict resolution - Find related discussions
• /find-related branch parity implementation - Discover connected context