find-similar-posts

name	find-similar-posts
description	Find blog posts semantically similar to a topic — pulls from the posts embedding source. Use when the user says "have we written about", "any posts on", "find similar posts to", "what's our coverage of", or wants to avoid duplicating an existing post.

Find Similar Posts

source_table='post'-filtered semantic search. Useful for "have I covered this already" questions before kicking off a new post, or for surfacing the related-reading list a fresh post should link to.

Backed by the same /api/memory/search route as search-memory, with source_table=post filter.

Usage

scripts/run.sh "<topic>" [limit]

Parameters

• topic (string, required): natural-language description of what you're looking for
• limit (int, optional, default 5): top-N posts to return

Output

One-line spoken summary: top hits with similarity, post-id slug, and a snippet.

Example

> scripts/run.sh "docker secrets management"
Found 4 matches. [0.78] post_91: 5 patterns for docker secret rotation in 2026... | [0.71] post_134: why every solo founder needs a secret manager...