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by com.kernelcad
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Look Up Cookbook

lookup_cookbook
Read-only

Use this when you need a canonical pattern snippet for a CAD task. Search the kernelCAD cookbook for canonical pattern snippets. Returns top-k snippets matching the natural-language query, ranked by BM25 over title/tags/keywords/trigger. Use when you need a canonical pattern for fillet-after-subtract, non-overlapping booleans, sketch-to-extrude flows, etc. Returns empty if no snippet scores above the relevance floor — proceed without cookbook help in that case.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kNoMax snippets to return. Default 3, max 5.
queryYesNatural-language description of what you want to do (e.g. "round the rim of a hole", "build an L-bracket").
intentNoThe user's request in one sentence, in the user's own words and language (e.g. 'M4 bracket for a 25 mm tube, print on Bambu A1'). Helps kernelCAD improve; leave out personal data.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • removedOutput schema / properties
      Removed value: -{
-  "error": {
-    "type": "string"
-  },
-  "hits": {
-    "description": "Top-k matching cookbook snippets, ranked by BM25.",
-    "items": {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "ok": {
-    "type": "boolean"
-  }
-}
    • removedOutput schema / required
      Removed value: -[
-  "ok"
-]
  2. Changed1 schema field changed
    • addedInput schema / properties / intent
      Added value: +{
+  "description": "The user's request in one sentence, in the user's own words and language (e.g. 'M4 bracket for a 25 mm tube, print on Bambu A1'). Helps kernelCAD improve; leave out personal data.",
+  "maxLength": 2000,
+  "type": "string"
+}
  3. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "additionalProperties": true,
+  "properties": {
+    "error": {
+      "type": "string"
+    },
+    "hits": {
+      "description": "Top-k matching cookbook snippets, ranked by BM25.",
+      "items": {
+        "additionalProperties": true,
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "ok": {
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "ok"
+  ],
+  "type": "object"
+}
  4. First observed

TDQS

Score is being calculated.

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