diff --git a/README.md b/README.md
index b4ff925..dcfb17c 100644
--- a/README.md
+++ b/README.md
@@ -94,7 +94,7 @@ Heimdall supports a growing set of pluggable command types:
 | `shell`     | [Shell command execution](https://github.com/patterninc/heimdall/blob/main/plugins/shell/README.md)                | Sync or Async  |
 | `glue`      | [Pulling Iceberg table metadata](https://github.com/patterninc/heimdall/blob/main/plugins/glue/README.md)         | Sync or Async  |
 | `dynamo`    | [DynamoDB read operation](https://github.com/patterninc/heimdall/blob/main/plugins/dynamo/README.md)                | Sync or Async  |
-| `snowflake` | Query execution in Snowflake           | Async          |
+| `snowflake` | [Query execution in Snowflake](https://github.com/patterninc/heimdall/blob/main/plugins/snowflake/README.md)           | Async          |
 | `spark`     | [SparkSQL query execution on EMR on EKS](https://github.com/patterninc/heimdall/blob/main/plugins/spark/README.md) | Async          |
 
 ---
diff --git a/internal/pkg/object/command/snowflake/snowflake.go b/internal/pkg/object/command/snowflake/snowflake.go
index f577366..b5c8d64 100644
--- a/internal/pkg/object/command/snowflake/snowflake.go
+++ b/internal/pkg/object/command/snowflake/snowflake.go
@@ -27,17 +27,18 @@ var (
 	ErrInvalidKeyType         = fmt.Errorf(`invalida key type`)
 )
 
-type snowflakeCommandContext struct {
+type snowflakeCommandContext struct{}
+
+type snowflakeJobContext struct {
+	Query string `yaml:"query,omitempty" json:"query,omitempty"`
+}
+
+type snowflakeClusterContext struct {
 	Account    string `yaml:"account,omitempty" json:"account,omitempty"`
 	User       string `yaml:"user,omitempty" json:"user,omitempty"`
 	Database   string `yaml:"database,omitempty" json:"database,omitempty"`
 	Warehouse  string `yaml:"warehouse,omitempty" json:"warehouse,omitempty"`
 	PrivateKey string `yaml:"private_key,omitempty" json:"private_key,omitempty"`
-	dsn        string
-}
-
-type snowflakeJobContext struct {
-	Query string `yaml:"query,omitempty" json:"query,omitempty"`
 }
 
 func parsePrivateKey(privateKeyBytes []byte) (*rsa.PrivateKey, error) {
@@ -71,53 +72,52 @@ func New(_ *context.Context) (plugin.Handler, error) {
 
 func (s *snowflakeCommandContext) handler(r *plugin.Runtime, j *job.Job, c *cluster.Cluster) error {
 
-	// do we have dsn defined?
-	if s.dsn == `` {
-		if c.Context != nil {
-			if err := c.Context.Unmarshal(s); err != nil {
-				return err
-			}
-		}
-
-		// prepare snowflake config
-		privateKeyBytes, err := os.ReadFile(s.PrivateKey)
-		if err != nil {
+	clusterContext := &snowflakeClusterContext{}
+	if c.Context != nil {
+		if err := c.Context.Unmarshal(clusterContext); err != nil {
 			return err
 		}
+	}
 
-		// Parse the private key
-		privateKey, err := parsePrivateKey(privateKeyBytes)
-		if err != nil {
-			return err
-		}
+	// let's unmarshal job context
+	jobContext := &snowflakeJobContext{}
+	if err := j.Context.Unmarshal(jobContext); err != nil {
+		return err
+	}
 
-		if s.dsn, err = sf.DSN(&sf.Config{
-			Account:       s.Account,
-			User:          s.User,
-			Database:      s.Database,
-			Warehouse:     s.Warehouse,
-			Authenticator: sf.AuthTypeJwt,
-			PrivateKey:    privateKey,
-			Application:   r.UserAgent,
-		}); err != nil {
-			return err
-		}
+	// prepare snowflake config
+	privateKeyBytes, err := os.ReadFile(clusterContext.PrivateKey)
+	if err != nil {
+		return err
 	}
 
-	// let's unmarshal job context
-	sc := &snowflakeJobContext{}
-	if err := j.Context.Unmarshal(sc); err != nil {
+	// Parse the private key
+	privateKey, err := parsePrivateKey(privateKeyBytes)
+	if err != nil {
+		return err
+	}
+
+	dsn, err := sf.DSN(&sf.Config{
+		Account:       clusterContext.Account,
+		User:          clusterContext.User,
+		Database:      clusterContext.Database,
+		Warehouse:     clusterContext.Warehouse,
+		Authenticator: sf.AuthTypeJwt,
+		PrivateKey:    privateKey,
+		Application:   r.UserAgent,
+	})
+	if err != nil {
 		return err
 	}
 
 	// open connection
-	db, err := sql.Open(snowflakeDriverName, s.dsn)
+	db, err := sql.Open(snowflakeDriverName, dsn)
 	if err != nil {
 		return err
 	}
 	defer db.Close()
 
-	rows, err := db.Query(sc.Query)
+	rows, err := db.Query(jobContext.Query)
 	if err != nil {
 		return err
 	}
diff --git a/plugins/snowflake/README.md b/plugins/snowflake/README.md
new file mode 100644
index 0000000..0ccf9c6
--- /dev/null
+++ b/plugins/snowflake/README.md
@@ -0,0 +1,117 @@
+# ❄️ Snowflake Plugin
+
+The **Snowflake Plugin** enables Heimdall to execute **SQL queries** against a configured Snowflake instance using **key-pair authentication**. This allows seamless integration of Snowflake into your orchestration flows.
+
+⚠️ **Note:** The plugin supports **a single SQL statement per job**.
+Multi-statement execution is ***currently not supported***, but is planned for future updates.
+
+---
+
+## 🧩 Plugin Overview
+
+* **Plugin Name:** `snowflake`
+* **Execution Mode:** Async
+* **Use Case:** Executing data queries or transformations on Snowflake
+
+---
+
+## ⚙️ Defining a Snowflake Command
+
+You must define both a **command** and a **cluster**. The command represents the logical query job, while the cluster provides Snowflake connection details.
+
+### 🔹 Command Configuration
+
+```yaml
+- name: snowflake-0.0.1
+  status: active
+  plugin: snowflake
+  version: 0.0.1
+  description: Query user metrics from Snowflake
+  tags:
+    - type:snowflake
+  cluster_tags:
+    - type:snowflake
+```
+
+### 🔸 Cluster Configuration
+
+```yaml
+- name: snowflake-prod-cluster
+  status: active
+  version: 0.0.1
+  description: Production Snowflake cluster
+  context:
+    account: myorg-account-id
+    user: my-snowflake-user
+    database: MY_DB
+    warehouse: MY_WAREHOUSE
+    private_key: /etc/keys/snowflake-private-key.p8
+  tags:
+    - type:snowflake
+    - data:prod
+```
+
+> The `private_key` field must point to a valid **PKCS#8** PEM-formatted file accessible from the execution environment.
+
+---
+
+## 🚀 Submitting a Snowflake Job
+
+Jobs must include a single SQL statement via the `context.query` field.
+
+```json
+{
+  "name": "country-count-report",
+  "version": "0.0.1",
+  "command_criteria": ["type:user-metrics"],
+  "cluster_criteria": ["type:snowflake-prod"],
+  "context": {
+    "query": "SELECT country, COUNT(*) AS users FROM user_data GROUP BY country"
+  }
+}
+```
+
+🔹 The plugin will execute this query using the Snowflake configuration defined in the matched cluster.
+
+> Avoid semicolon-separated or batch queries—only **a single statement per job** is supported at this time.
+
+---
+
+## 📊 Returning Query Results
+
+If your query returns data, Heimdall captures it as structured output accessible via:
+
+```
+GET /api/v1/job/<job_id>/result
+```
+
+✅ Example format:
+
+```json
+{
+  "columns": [
+    {"name": "country", "type": "string"},
+    {"name": "users", "type": "int"}
+  ],
+  "data": [
+    ["USA", 1500],
+    ["Canada", 340]
+  ]
+}
+```
+
+---
+
+## 🔐 Authentication & Security
+
+* Auth is performed using Snowflake's **key-pair authentication**.
+* Ensure private keys are stored securely and only readable by the runtime environment.
+
+---
+
+## 🧠 Best Practices
+
+* Write simple, single-statement queries for now.
+* Keep secrets (like private keys) out of job context—store them securely in the cluster configuration.
+* Use cluster and command tags to enforce environment separation (e.g., `prod`, `dev`, etc.).
+* Plan for upcoming multi-statement support by structuring your queries modularly where possible.