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Build and maintain a workspace-local, Obsidian-friendly research vault using Karpathy's LLM Wiki pattern.
Passed 15 of 18 test cases with the skill, and 3 of 18 without it.
and 13 more in the full report
14 fixed4 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Initialize a new research vault for tracking machine learning papers without specifying a custom target folder. Where will the folder structure be established?
| Checked | Without skill | With skill |
|---|---|---|
| Uses research/wiki as the default path relative to the workspace | Missed | Passed |
The instructions your model reads when the skill loads.
Create and maintain a persistent markdown research vault with immutable raw sources, linked concept/entity pages, maps of content, and a maintenance log.
{artifactDir}/wiki-manifest.md and {artifactDir}/wiki-summary.md.index.md, log.md, and inbox.md remain current.| Name | Type | Required | Description |
|---|---|---|---|
| objective | string | No | Topic, question, or research objective. If omitted, ask one short scoping question before durable ingest work. |
| mode | string | No | auto, init, ingest, query, lint, or refresh |
| path | string | No | Workspace-relative or absolute vault path |
| obsidian | string | No | auto, on, or off |
../llm-wiki.json.research/wiki relative to the current workspace.scripts/wiki-graph-report.mjs.scripts/wiki-import.mjs.scripts/wiki-search.mjs.scripts/wiki-render.mjs for Marp slide decks and SVG charts.test cases passed, vs 3 / 18 without
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