docs: update changelog [skip ci]

Author: github-actions[bot]

CHANGELOG.md

@@ -625,3 +625,33 @@
 #### 📦 Other Changes
 * Revise guiding principle in KnowCode documentation (`5677d0d`)
 * Update README to improve clarity of description (`6350aa6`)
+
+
+---
+
+## [Unreleased] - 2026-01-12
+
+**Origin:** Generated
+**Range:** `HEAD~5..HEAD`
+**Commit Count:** 4
+**Confidence:** low
+
+**Focus:** Routine Maintenance
+
+### 🧠 Temporal Context & Intent
+> *Auto-generated: Add context about why these changes were made.*
+
+### 🏗️ Architectural Impact
+> *Auto-generated: Describe high-level architectural shifts.*
+
+### 📝 Delta Changes
+
+#### 🔧 Maintenance
+* update .gitignore to include aimodels.yaml and .knowcode directories (`e533b0c`)
+
+#### 📚 Documentation
+* update changelog [skip ci] (`e0d0b0c`)
+
+#### 📦 Other Changes
+* Fix grammatical error in KnowCode.md (`95f1d25`)
+* Revise guiding principle in KnowCode documentation (`5677d0d`)