Work in progress.

Author: Jaakko Heusala

.cursor/rules/go-autonomous.mdc

@@ -0,0 +1,31 @@
+---
+description: "Instruct Cursor to act autonomously toward the goal without prompting for confirmation."
+globs:
+alwaysApply: false
+---
+
+# Autonomous Execution Rule
+
+**Purpose:** Enable Cursor IDE to take initiative on achieving a defined goal--performing analysis, refactoring, or fixes--without asking follow-up questions.
+
+## Guidelines
+
+1. **Immediate Action**
+
+   * Upon recognizing the goal, proceed with all detection, analysis, and corrective steps automatically.
+   * Do not prompt the user for intermediate approvals or clarifications.
+
+2. **Continuous Context Usage**
+
+   * Leverage available context (task descriptions, code comments, existing rules) to make informed decisions.
+   * Assume sufficient knowledge; refrain from asking questions about scope or next steps.
+
+3. **End-to-End Completion**
+
+   * Execute the full workflow: detect issues, apply minimal fixes, verify results, and summarize actions.
+   * Complete each phase in sequence without interruption.
+
+4. **Concise Reporting**
+
+   * After finishing, provide a brief summary of actions taken, remaining tasks (if any), and verification outcomes.
+   * Avoid intermediate or verbose prompts during execution.

pkg/bitnet/assets/assets.go

@@ -6,9 +6,15 @@ import (
 )
 
 //go:embed models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf
+//go:embed models/BitNet-b1.58-2B-4T/tokenizer.json
 var modelFS embed.FS
 
-// GetModelFile returns the embedded model file as a byte slice.
+// GetModelFile returns the embedded GGUF model file as a byte slice.
 func GetModelFile() ([]byte, error) {
 	return modelFS.ReadFile("models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf")
 }
+
+// GetTokenizerFile returns the embedded tokenizer file as a byte slice.
+func GetTokenizerFile() ([]byte, error) {
+	return modelFS.ReadFile("models/BitNet-b1.58-2B-4T/tokenizer.json")
+}

pkg/bitnet/assets/assets_test.go

@@ -1,6 +1,7 @@
 package assets
 
 import (
+	"os"
 	"testing"
 )
 
@@ -17,3 +18,17 @@ func TestGetModelFile(t *testing.T) {
 		t.Fatalf("Model file seems too small: %d bytes", len(data))
 	}
 }
+
+func TestEmbeddedModelFileSizeMatchesDisk(t *testing.T) {
+	embedded, err := GetModelFile()
+	if err != nil {
+		t.Fatalf("failed to read embedded model: %v", err)
+	}
+	diskInfo, err := os.Stat("models/BitNet-b1.58-2B-4T/ggml-model-i2_s.gguf")
+	if err != nil {
+		t.Fatalf("failed to stat model file on disk: %v", err)
+	}
+	if int64(len(embedded)) != diskInfo.Size() {
+		t.Errorf("embedded model size (%d) does not match disk file size (%d)", len(embedded), diskInfo.Size())
+	}
+}