Merge pull request #24 from andev0x/optimization/func

feat(config, analyzer): add configurable analysis engine

Author: andev0x

README.md

@@ -14,6 +14,13 @@ A lightweight CLI tool that analyzes your staged changes and generates professio
 
 - **Intelligent Analysis** - Analyzes git status and diff to understand your changes using advanced pattern detection
 - **Conventional Commits** - Follows the Conventional Commits specification for standardized messages
+- **Configuration Hierarchy** - Local (`.gitmit.json`) → Global (`~/.gitmit.json`) → Default (Embedded) config support
+- **Automatic Project Profiling** - Detects project type (Go, Node.js, Python, Java, etc.) from characteristic files
+- **Keyword Scoring Algorithm** - Analyzes git diff content and scores keywords to determine the best commit type
+- **Symbol Extraction** - Uses language-aware regex to extract function, class, and variable names
+- **Git Porcelain Status** - Leverages `git status --porcelain` for accurate file state detection
+- **Diff Stat Analysis** - Infers intent based on added vs deleted lines ratio
+- **Commit History Context** - Maintains consistency by learning from recent commit messages
 - **Interactive Mode** - Enhanced interactive prompts with y/n/e/r options (yes/no/edit/regenerate)
 - **Smart Regeneration** - Generate alternative commit messages with diverse suggestions
 - **Context-Aware Scoring** - Weighted algorithm for intelligent template selection
@@ -131,6 +138,24 @@ gitmit --debug
 
 ### Subcommands
 
+#### Initialize Configuration
+
+```bash
+# Create local .gitmit.json in current directory
+gitmit init
+
+# Create global ~/.gitmit.json in home directory
+gitmit init --global
+```
+
+The `init` command automatically detects your project type and generates a configuration file with:
+- Language-specific keyword mappings
+- Project-appropriate topic mappings
+- Customizable keyword scoring weights
+- Diff stat analysis thresholds
+
+See [CONFIGURATION.md](CONFIGURATION.md) for detailed configuration options.
+
 #### Propose (Default Command)
 
 ```bash
@@ -147,7 +172,46 @@ If no subcommand is provided, `gitmit` defaults to `propose`.
 
 Gitmit uses intelligent offline algorithms to analyze your changes:
 
-1. **Pattern Detection** - Identifies code patterns like:
+1. **Automatic Project Profiling** - Detects project type by checking for:
+   - `go.mod` (Go)
+   - `package.json` (Node.js)
+   - `requirements.txt` (Python)
+   - And more (Java, Ruby, Rust, PHP)
+
+2. **Git Porcelain Status** - Uses `git status --porcelain` to read file states:
+   - A (Added) → prioritizes `feat` templates
+   - M (Modified) → analyzes for `fix`, `refactor`, or `feat`
+   - D (Deleted) → suggests `chore` or `refactor`
+   - R (Renamed) → suggests `refactor`
+
+3. **Keyword Scoring Algorithm** - Analyzes `git diff --cached` content:
+   - Counts keyword occurrences
+   - Multiplies by configured weights
+   - Selects action with highest score
+   - Example: `+ func` (weight: 3) + `+ class` (weight: 2) = 5 points for `feat`
+
+4. **Symbol Extraction via Regex** - Language-aware pattern matching:
+   - Go: Functions (`func Name(`), structs (`type Name struct`)
+   - JavaScript: Functions, arrow functions, classes
+   - Python: Functions (`def name(`), classes (`class Name`)
+   - Fills `{item}` placeholder automatically
+
+5. **Path-based Topic Detection** - Uses `filepath.Dir` logic:
+   - Custom topic mappings from config
+   - Prioritizes `internal/` or `pkg/` subdirectories
+   - Falls back to most specific directory name
+
+6. **Diff Stat Analysis** - Analyzes line change ratios:
+   - Deleted lines > 70% → suggests `refactor` (cleanup)
+   - Added lines > 70% with 50+ lines → suggests `feat` (new feature)
+   - Balanced changes → suggests `refactor` (modification)
+
+7. **Commit History Context** - Maintains consistency:
+   - Retrieves most recent commit message
+   - Extracts scope from `type(scope): message` format
+   - Prioritizes same scope for next commit
+
+8. **Pattern Detection** - Identifies code patterns like:
    - Error handling improvements
    - Test additions
    - API/endpoint changes
@@ -157,25 +221,19 @@ Gitmit uses intelligent offline algorithms to analyze your changes:
    - Configuration updates
    - And 15+ other patterns
 
-2. **Context Analysis** - Examines:
+9. **Context Analysis** - Examines:
    - File types and extensions
    - Directory structure
    - Function/struct/method changes
    - Line additions and deletions
    - Multi-file patterns
 
-3. **Weighted Scoring** - Selects templates using:
-   - Placeholder availability (item, purpose, topic)
-   - Pattern matching bonuses
-   - File type context
-   - Special case detection
-   - Diversity algorithms for variations
-
-4. **Smart Variation** - When regenerating (pressing 'r'):
-   - Avoids previously shown suggestions
-   - Uses similarity detection to ensure diversity
-   - Maintains context relevance
-   - Applies randomization for variety
+10. **Weighted Scoring** - Selects templates using:
+    - Placeholder availability (item, purpose, topic)
+    - Pattern matching bonuses
+    - File type context
+    - Special case detection
+    - Diversity algorithms for variations
 
 ## Commit Types
 
@@ -289,13 +347,77 @@ Choice [y/n/e/r]: y
 
 ## Configuration
 
-Gitmit works out of the box without any configuration. All intelligence is built-in using:
+Gitmit works out of the box without any configuration, but you can customize its behavior using a configuration file.
+
+### Configuration Hierarchy
+
+1. **Local** (`.gitmit.json`) - Project-specific settings in current directory
+2. **Global** (`~/.gitmit.json`) - User-wide settings in home directory
+3. **Default** (Embedded) - Built-in defaults
+
+Settings from higher priority configs override lower priority ones.
+
+### Quick Start
+
+```bash
+# Create local config with auto-detected project type
+gitmit init
+
+# Create global config
+gitmit init --global
+```
+
+The `init` command automatically:
+- Detects your project type (Go, Node.js, Python, etc.)
+- Generates language-specific keyword mappings
+- Creates customizable topic mappings
+- Sets up keyword scoring weights
+
+### Configuration Options
+
+**Core Features:**
+- **Project Type Detection** - Automatically identifies language/framework
+- **Keyword Scoring** - Define action-specific keywords and weights
+- **Topic Mappings** - Map file paths to commit scopes
+- **Diff Stat Threshold** - Control added/deleted line ratio analysis
+- **Custom Templates** - Define your own commit message patterns (coming soon)
+
+**Example `.gitmit.json`:**
+```json
+{
+  "projectType": "go",
+  "diffStatThreshold": 0.5,
+  "topicMappings": {
+    "internal/api": "api",
+    "internal/database": "db"
+  },
+  "keywords": {
+    "feat": {
+      "func": 3,
+      "class": 2
+    },
+    "fix": {
+      "bug": 3,
+      "error": 2
+    }
+  }
+}
+```
+
+For detailed configuration documentation, see [CONFIGURATION.md](CONFIGURATION.md).
+
+### Intelligence Built-In
+
+All intelligence is built-in using:
 
 - **Template-based generation** with 100+ curated commit message templates
 - **Pattern matching algorithms** for context detection
 - **Weighted scoring system** for template selection
 - **Similarity detection** for diverse variations
 - **Commit history tracking** to avoid repetition
+- **Language-aware symbol extraction** via regex
+- **Keyword scoring** based on git diff analysis
+- **Diff stat analysis** for intent inference
 
 No AI, APIs, or external services required. Everything runs locally and offline.
 

cmd/init.go

@@ -0,0 +1,162 @@
+package cmd
+
+import (
+	"encoding/json"
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/spf13/cobra"
+
+	"gitmit/internal/config"
+)
+
+var (
+	globalFlag bool
+
+	initCmd = &cobra.Command{
+		Use:   "init",
+		Short: "Initialize a .gitmit.json configuration file",
+		Long: `Generate a sample .gitmit.json configuration file with basic heuristic rules.
+
+This allows you to customize gitmit's behavior without modifying source code.
+You can create either a local config (in the current directory) or a global config (in your home directory).`,
+		Example: `  gitmit init              # Create local .gitmit.json in current directory
+  gitmit init --global    # Create global ~/.gitmit.json in home directory`,
+		RunE: runInit,
+	}
+)
+
+func init() {
+	rootCmd.AddCommand(initCmd)
+	initCmd.Flags().BoolVar(&globalFlag, "global", false, "Create global config in home directory (~/.gitmit.json)")
+}
+
+func runInit(cmd *cobra.Command, args []string) error {
+	// Detect project type automatically
+	projectType := config.DetectProjectType()
+
+	// Create sample configuration
+	sampleConfig := config.Config{
+		ProjectType:       projectType,
+		DiffStatThreshold: 0.5,
+		TopicMappings: map[string]string{
+			"internal/api":      "api",
+			"internal/database": "db",
+			"internal/auth":     "auth",
+			"internal/config":   "config",
+			"cmd":               "cli",
+			"pkg":               "core",
+			"docs":              "docs",
+		},
+		KeywordMappings: map[string]string{
+			"authentication": "auth",
+			"database":       "db",
+			"configuration":  "config",
+		},
+		Keywords: map[string]map[string]int{
+			"feat": {
+				"func":      3,
+				"class":     2,
+				"new":       2,
+				"add":       2,
+				"implement": 2,
+			},
+			"fix": {
+				"bug":     3,
+				"fix":     3,
+				"error":   2,
+				"issue":   2,
+				"resolve": 2,
+				"if err":  2,
+				"try":     1,
+				"catch":   1,
+			},
+			"refactor": {
+				"refactor":    3,
+				"restructure": 2,
+				"rename":      2,
+				"move":        2,
+			},
+			"test": {
+				"test":   3,
+				"Test":   3,
+				"assert": 2,
+				"expect": 2,
+				"mock":   2,
+			},
+			"docs": {
+				"docs":          3,
+				"documentation": 3,
+				"//":            1,
+				"comment":       2,
+			},
+		},
+		Templates: map[string]map[string]string{},
+	}
+
+	// Add language-specific keywords based on detected project type
+	switch projectType {
+	case "go":
+		sampleConfig.Keywords["feat"]["type"] = 2
+		sampleConfig.Keywords["feat"]["struct"] = 2
+		sampleConfig.Keywords["feat"]["interface"] = 2
+		sampleConfig.Keywords["fix"]["if err != nil"] = 3
+		sampleConfig.Keywords["fix"]["panic"] = 2
+	case "nodejs":
+		sampleConfig.Keywords["feat"]["export"] = 2
+		sampleConfig.Keywords["feat"]["const"] = 1
+		sampleConfig.Keywords["fix"]["throw"] = 2
+	case "python":
+		sampleConfig.Keywords["feat"]["def"] = 3
+		sampleConfig.Keywords["feat"]["async def"] = 3
+		sampleConfig.Keywords["fix"]["except"] = 2
+		sampleConfig.Keywords["fix"]["raise"] = 2
+	}
+
+	// Determine file path
+	var configPath string
+	if globalFlag {
+		homeDir, err := os.UserHomeDir()
+		if err != nil {
+			return fmt.Errorf("error getting home directory: %w", err)
+		}
+		configPath = homeDir + "/.gitmit.json"
+	} else {
+		configPath = ".gitmit.json"
+	}
+
+	// Check if config file already exists
+	if _, err := os.Stat(configPath); err == nil {
+		color.Yellow("⚠ Config file already exists: %s", configPath)
+		fmt.Print("Overwrite? [y/N]: ")
+		var answer string
+		fmt.Scanln(&answer)
+		if answer != "y" && answer != "Y" {
+			color.Yellow("❌ Cancelled.")
+			return nil
+		}
+	}
+
+	// Marshal to JSON with indentation
+	data, err := json.MarshalIndent(sampleConfig, "", "  ")
+	if err != nil {
+		return fmt.Errorf("error marshaling config: %w", err)
+	}
+
+	// Write to file
+	err = os.WriteFile(configPath, data, 0644)
+	if err != nil {
+		return fmt.Errorf("error writing config file: %w", err)
+	}
+
+	color.Green("✅ Created config file: %s", configPath)
+	color.Blue("\n📝 Detected project type: %s", projectType)
+	fmt.Println("\nYou can now customize the configuration to fit your project's needs.")
+	fmt.Println("\nConfiguration hierarchy:")
+	fmt.Println("  1. Local (.gitmit.json) - project-specific settings")
+	fmt.Println("  2. Global (~/.gitmit.json) - user-wide settings")
+	fmt.Println("  3. Default (embedded) - built-in defaults")
+
+	return nil
+}