diff --git a/github_conf/branch_protection_rules.json b/github_conf/branch_protection_rules.json
index e545d76..7dfcef9 100644
--- a/github_conf/branch_protection_rules.json
+++ b/github_conf/branch_protection_rules.json
@@ -2,4 +2,4 @@
     "message": "Not Found",
     "documentation_url": "https://docs.github.com/rest",
     "status": "404"
-}
\ No newline at end of file
+}
diff --git a/procedures/get/recipe.sql b/procedures/get/recipe.sql
index ede5d18..24247c4 100644
--- a/procedures/get/recipe.sql
+++ b/procedures/get/recipe.sql
@@ -3,193 +3,90 @@ USE smartcooking;
 
 DELIMITER //
 
-CREATE OR REPLACE PROCEDURE get_recipe_by_id(
-    IN p_recipe_id INT,
-    IN p_language_iso_code CHAR(2)
-)
-BEGIN
-    SELECT
-        r.recipe_id,
-        r.author_id,
-        p.person_name AS author_name,
-        r.publication_date,
-        r.modification_date,
-        r.picture_id,
-        r.preparation_time,
-        r.cook_time,
-        r.servings,
-        r.difficulty_level,
-        r.estimated_cost,
-        r.number_of_reviews,
-        r.recipe_source,
-        rs.status_name AS recipe_status,
-        rt.title,
-        rt.details,
-        rt.preparation,
-        rt.nutritional_information,
-        rt.video_url
-    FROM recipe r
-    INNER JOIN recipe_translation rt ON r.recipe_id = rt.recipe_id
-    INNER JOIN lang l ON rt.language_id = l.language_id
-    INNER JOIN person p ON r.author_id = p.person_id
-    INNER JOIN recipe_status rs ON r.recipe_status = rs.status_id
-    WHERE r.recipe_id = p_recipe_id
-      AND l.iso_code = p_language_iso_code;
-END //
-
--- Centralized procedure for fetching paginated recipes with filtering
-CREATE OR REPLACE PROCEDURE get_recipes_paginated(
-    IN p_filter_condition TEXT,
+CREATE OR REPLACE PROCEDURE search_recipes_flexible(
+    IN p_filters JSON,
     IN p_limit INT,
     IN p_offset INT,
-    IN p_language_iso_code CHAR(2),
-    IN p_group_by TEXT,
-    IN p_having_condition TEXT,
-    IN p_order_by TEXT,
-    IN p_filter_param TEXT
+    IN p_language_iso_code CHAR(2)
 )
 BEGIN
     DECLARE v_limit INT;
     DECLARE v_offset INT;
+
     SET v_limit = enforce_row_limit(p_limit);
     SET v_offset = calculate_offset(p_offset, v_limit);
 
-    SET @query = 'SELECT r.recipe_id, r.author_id, p.person_name AS author_name, '
-                 'r.picture_id, r.cook_time, r.difficulty_level, r.number_of_reviews, '
-                 'r.recipe_status, rt.title '
-                 'FROM recipe r '
-                 'INNER JOIN recipe_translation rt ON r.recipe_id = rt.recipe_id '
-                 'INNER JOIN lang l ON rt.language_id = l.language_id '
-                 'INNER JOIN person p ON r.author_id = p.person_id '
-                 'WHERE l.iso_code = ? ';
+    SET @sql = '
+        SELECT DISTINCT r.recipe_id,
+            r.author_id,
+            p.person_name AS author_name,
+            r.picture_id,
+            r.cook_time,
+            r.difficulty_level,
+            r.number_of_reviews,
+            rs.status_name AS recipe_status,
+            rt.title
+        FROM recipe r
+        INNER JOIN recipe_translation rt ON r.recipe_id = rt.recipe_id
+        INNER JOIN lang l ON rt.language_id = l.language_id
+        INNER JOIN person p ON r.author_id = p.person_id
+        INNER JOIN recipe_status rs ON r.recipe_status = rs.status_id
+        WHERE l.iso_code = ?
+    ';
 
-    IF p_filter_condition IS NOT NULL THEN
-        SET @query = CONCAT(@query, ' ', p_filter_condition);
+    -- Handle dynamic filters
+    IF JSON_CONTAINS_PATH(p_filters, 'one', '$.title') THEN
+        SET @sql = CONCAT(@sql, ' AND rt.title LIKE CONCAT("%", JSON_UNQUOTE(JSON_EXTRACT(p_filters, "$.title")), "%")');
     END IF;
 
-    IF p_group_by IS NOT NULL THEN
-        SET @query = CONCAT(@query, ' ', p_group_by);
+    IF JSON_CONTAINS_PATH(p_filters, 'one', '$.author_id') THEN
+        SET @sql = CONCAT(@sql, ' AND r.author_id = JSON_EXTRACT(p_filters, "$.author_id")');
     END IF;
 
-    IF p_having_condition IS NOT NULL THEN
-        SET @query = CONCAT(@query, ' ', p_having_condition);
+    IF JSON_CONTAINS_PATH(p_filters, 'one', '$.difficulty_max') THEN
+        SET @sql = CONCAT(@sql, ' AND r.difficulty_level <= JSON_EXTRACT(p_filters, "$.difficulty_max")');
     END IF;
 
-    IF p_order_by IS NOT NULL THEN
-        SET @query = CONCAT(@query, ' ', p_order_by);
+    IF JSON_CONTAINS_PATH(p_filters, 'one', '$.category') THEN
+        SET @sql = CONCAT(@sql, '
+            AND EXISTS (
+                SELECT 1 FROM recipe_category rc
+                JOIN category c ON rc.category_id = c.category_id
+                WHERE rc.recipe_id = r.recipe_id
+                AND c.category_name = JSON_UNQUOTE(JSON_EXTRACT(p_filters, "$.category"))
+            )
+        ');
     END IF;
 
-    SET @query = CONCAT(@query, ' LIMIT ? OFFSET ?');
-
-    PREPARE stmt FROM @query;
-
-    IF p_filter_param IS NOT NULL THEN
-        EXECUTE stmt USING p_language_iso_code, p_filter_param, v_limit, v_offset;
-    ELSE
-        EXECUTE stmt USING p_language_iso_code, v_limit, v_offset;
+    IF JSON_CONTAINS_PATH(p_filters, 'one', '$.tags') THEN
+        SET @sql = CONCAT(@sql, '
+            AND EXISTS (
+                SELECT 1 FROM recipe_tag rtg
+                JOIN tag t ON rtg.tag_id = t.tag_id
+                WHERE rtg.recipe_id = r.recipe_id
+                AND JSON_CONTAINS(p_filters, JSON_QUOTE(t.tag_name), "$.tags")
+            )
+        ');
     END IF;
 
-    DEALLOCATE PREPARE stmt;
-END //
-
--- Procedure for retrieving all recipes with optional pagination
-CREATE OR REPLACE PROCEDURE get_all_recipes_paginated(
-    IN p_limit INT,
-    IN p_offset INT,
-    IN p_language_iso_code CHAR(2)
-)
-BEGIN
-    CALL get_recipes_paginated(
-        NULL, p_limit, p_offset, p_language_iso_code, NULL, NULL, NULL, NULL
-    );
-END //
-
--- Procedure for retrieving recipes by author with pagination
-CREATE OR REPLACE PROCEDURE get_recipes_by_author_paginated(
-    IN p_author_id INT,
-    IN p_limit INT,
-    IN p_offset INT,
-    IN p_language_iso_code CHAR(2)
-)
-BEGIN
-    CALL get_recipes_paginated(
-        'AND r.author_id = ?', p_limit, p_offset, p_language_iso_code, NULL, NULL, NULL, p_author_id
-    );
-END //
-
--- Procedure for retrieving recipes liked by a person with pagination
-CREATE OR REPLACE PROCEDURE get_recipes_liked_by_person_paginated(
-    IN p_person_id INT,
-    IN p_limit INT,
-    IN p_offset INT
-)
-BEGIN
-    DECLARE v_limit INT;
-    DECLARE v_offset INT;
-    SET v_limit = enforce_row_limit(p_limit);
-    SET v_offset = calculate_offset(p_offset, v_limit);
-
-    SELECT
-        r.recipe_id,
-        r.author_id,
-        p.person_name AS author_name,
-        r.picture_id,
-        r.cook_time,
-        r.difficulty_level,
-        r.number_of_reviews,
-        r.recipe_status
-    FROM
-        recipe r
-        INNER JOIN recipe_engagement re ON r.recipe_id = re.recipe_id
-        INNER JOIN person p ON r.author_id = p.person_id
-    WHERE re.person_id = p_person_id AND re.engagement_type = 'like'
-    LIMIT v_limit OFFSET v_offset;
-END //
-
--- Procedure for retrieving recipes by category with pagination
-CREATE OR REPLACE PROCEDURE get_recipes_by_category_paginated(
-    IN p_category_id INT,
-    IN p_limit INT,
-    IN p_offset INT,
-    IN p_language_iso_code CHAR(2)
-)
-BEGIN
-    CALL get_recipes_paginated(
-        'INNER JOIN recipe_category rc ON r.recipe_id = rc.recipe_id AND rc.category_id = ?',
-        p_limit, p_offset, p_language_iso_code, NULL, NULL, NULL, p_category_id
-    );
-END //
-
--- Procedure for retrieving recipes by tags with pagination
-CREATE OR REPLACE PROCEDURE get_recipes_by_tags_paginated(
-    IN p_tags JSON,
-    IN p_limit INT,
-    IN p_offset INT,
-    IN p_language_iso_code CHAR(2)
-)
-BEGIN
-    CALL get_recipes_paginated(
-        'INNER JOIN recipe_tag rtg ON r.recipe_id = rtg.recipe_id AND JSON_CONTAINS(?, JSON_QUOTE(rtg.tag))',
-        p_limit, p_offset, p_language_iso_code, NULL, NULL, NULL, p_tags
-    );
-END //
+    IF JSON_CONTAINS_PATH(p_filters, 'one', '$.ingredient') THEN
+        SET @sql = CONCAT(@sql, '
+            AND EXISTS (
+                SELECT 1 FROM recipe_ingredient ri
+                JOIN ingredient i ON ri.ingredient_id = i.ingredient_id
+                JOIN ingredient_translation it ON i.ingredient_id = it.ingredient_id
+                WHERE ri.recipe_id = r.recipe_id
+                AND it.translated_name LIKE CONCAT("%", JSON_UNQUOTE(JSON_EXTRACT(p_filters, "$.ingredient")), "%")
+                AND it.language_id = l.language_id
+            )
+        ');
+    END IF;
 
--- Procedure for retrieving recipes by name with pagination
-CREATE OR REPLACE PROCEDURE get_recipes_by_name_paginated(
-    IN p_name VARCHAR(255),
-    IN p_limit INT,
-    IN p_offset INT,
-    IN p_language_iso_code CHAR(2)
-)
-BEGIN
-    DECLARE v_safe_recipe_name VARCHAR(255);
-    SET v_safe_recipe_name = sanitize_string(p_name);
+    SET @sql = CONCAT(@sql, ' LIMIT ? OFFSET ?');
 
-    CALL get_recipes_paginated(
-        'AND rt.title LIKE ?',
-        p_limit, p_offset, p_language_iso_code, NULL, NULL, NULL,
-        v_safe_recipe_name
-    );
+    PREPARE stmt FROM @sql;
+    EXECUTE stmt USING p_language_iso_code, v_limit, v_offset;
+    DEALLOCATE PREPARE stmt;
 END //
 
 -- Procedure for retrieving recipes by status with pagination
diff --git a/super-linter-output/super-linter-summary.md b/super-linter-output/super-linter-summary.md
index f6ba74d..899bf68 100644
--- a/super-linter-output/super-linter-summary.md
+++ b/super-linter-output/super-linter-summary.md
@@ -9,6 +9,10 @@
 | JSCPD                      | Pass ✅           |
 | JSON                       | Pass ✅           |
 | JSON_PRETTIER              | Pass ✅           |
+| MARKDOWN                   | Pass ✅           |
+| MARKDOWN_PRETTIER          | Pass ✅           |
+| NATURAL_LANGUAGE           | Pass ✅           |
+| SQLFLUFF                   | Pass ✅           |
 | YAML                       | Pass ✅           |
 | YAML_PRETTIER              | Pass ✅           |