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+# Recipe Feature Overview
+
+The `feature/recipe_implementation` branch introduces a "Recipe" system to `grokkit`. This system allows for complex, multi-step refactorings or tasks to be defined in Markdown files and executed sequentially by an LLM.
+
+## Key Components
+
+### 1. Recipe Definitions
+Recipes are stored as Markdown files (e.g., `.grokkit/recipes/result-refactor.md`) with:
+- **YAML Frontmatter**: Metadata like `name`, `description`, `version`, and `parameters`.
+- **Structured Steps**: Defined using `### Step N: Title` headings.
+- **Step Details**: Each step includes `**Objective:**`, `**Instructions:**`, and `**Expected output:**` sections.
+
+### 2. Internal Recipe Package (`internal/recipe/`)
+- **`types.go`**: Defines the data structures for `Recipe`, `Step`, and `Parameter`.
+- **`loader.go`**: 
+    - Parses Markdown files and extracts YAML frontmatter.
+    - Uses regular expressions (`stepRe`, `subRe`) to extract step details.
+    - Supports basic `text/template` rendering for parameter substitution in instructions.
+- **`runner.go`**: 
+    - Orchestrates recipe execution.
+    - Currently implements a dry-run/preview mode that prints steps to the console.
+    - Placeholder for future LLM integration.
+
+### 3. CLI Integration (`cmd/recipe.go`)
+- **`grokkit recipe run [recipe-name|recipe.md]`**: The main entry point for users.
+- **Path Resolution**:
+    1. **Explicit Path**: Checks if the argument is a direct file path.
+    2. **Project Local**: Looks in `.grokkit/recipes/` within the project root.
+    3. **Global Share**: Falls back to `~/.local/share/grokkit/recipes/` (XDG-compliant).
+
+## Technical Details
+- **Go Version**: 1.24.2.
+- **Dependencies**: `gopkg.in/yaml.v3` for frontmatter, `github.com/spf13/cobra` for CLI.
+- **Parsing**: Uses multi-line regex for robust section extraction even with varied Markdown formatting.
+
+## Current Progress & Next Steps
+- [x] Recipe data structures and YAML frontmatter parsing.
+- [x] Markdown step extraction and template rendering.
+- [x] CLI command with project-local/global path resolution.
+- [ ] Integration with LLM for actual step execution.
+- [ ] Support for `--param` flags in the CLI.
+- [ ] Shell command execution within steps (if allowed).