Tag: Prompt_Engineering
All the articles with the tag "Prompt_Engineering".
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I fixed the LLM prompt rule twice, but the note should never have been split
An LLM-made sibling note kept coming out empty but for links. Two prompt fixes later, the source showed both courses shared one description: merge, don't split.
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Removing the embedding filter caught more duplicates, not fewer
I swapped an embedding filter plus LLM checks for one LLM review of all sibling notes to catch duplication. One hub-note rule took precision from 55% to 100%.
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I verified on a different pair and never rechecked the original case
I fixed a false positive in my Obsidian plugin's LLM merge-judgment prompt and even closed the GitHub issues, but never retested the case that caused the false positive in the first place. Rerun days later under the real full-vault conditions, the judgment flipped, and actually performing the merge suggested the original call was likely wrong all along.
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Of the 4 most list-heavy files, the subagent missed 2
A full audit I delegated to Claude Code subagents reported 2 of 56 files as CLEAN when they weren't. An A/B test on the prompt showed that on files dense with bullet lists, 'I read it all' meant a skim rather than an item-by-item check, and a prompt that forces a checklist fixed it.