feat(cli/skills): add support for generating agent skills from toolset

cmd/root.go

@@ -35,6 +35,7 @@ import (
 	yaml "github.com/goccy/go-yaml"
 	"github.com/googleapis/genai-toolbox/internal/auth"
 	"github.com/googleapis/genai-toolbox/internal/cli/invoke"
+	"github.com/googleapis/genai-toolbox/internal/cli/skills"
 	"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
 	"github.com/googleapis/genai-toolbox/internal/log"
 	"github.com/googleapis/genai-toolbox/internal/prebuiltconfigs"
@@ -401,6 +402,8 @@ func NewCommand(opts ...Option) *Command {
 
 	// Register subcommands for tool invocation
 	baseCmd.AddCommand(invoke.NewCommand(cmd))
+	// Register subcommands for skill generation
+	baseCmd.AddCommand(skills.NewCommand(cmd))
 
 	return cmd
 }

cmd/skill_generate_test.go

@@ -0,0 +1,166 @@
+// Copyright 2026 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package cmd
+
+import (
+	"context"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+	"time"
+)
+
+func TestGenerateSkill(t *testing.T) {
+	// Create a temporary directory for tests
+	tmpDir := t.TempDir()
+	outputDir := filepath.Join(tmpDir, "skills")
+
+	// Create a tools.yaml file with a sqlite tool
+	toolsFileContent := `
+sources:
+  my-sqlite:
+    kind: sqlite
+    database: test.db
+tools:
+  hello-sqlite:
+    kind: sqlite-sql
+    source: my-sqlite
+    description: "hello tool"
+    statement: "SELECT 'hello' as greeting"
+`
+
+	toolsFilePath := filepath.Join(tmpDir, "tools.yaml")
+	if err := os.WriteFile(toolsFilePath, []byte(toolsFileContent), 0644); err != nil {
+		t.Fatalf("failed to write tools file: %v", err)
+	}
+
+	args := []string{
+		"skills-generate",
+		"--tools-file", toolsFilePath,
+		"--output-dir", outputDir,
+		"--name", "hello-sqlite",
+		"--description", "hello tool",
+	}
+
+	// We need a longer timeout because generate-skill starts a server and polls it
+	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)
+	defer cancel()
+
+	_, got, err := invokeCommandWithContext(ctx, args)
+	if err != nil {
+		t.Fatalf("command failed: %v\nOutput: %s", err, got)
+	}
+
+	// Verify generated directory structure
+	skillPath := filepath.Join(outputDir, "hello-sqlite")
+	if _, err := os.Stat(skillPath); os.IsNotExist(err) {
+		t.Fatalf("skill directory not created: %s", skillPath)
+	}
+
+	// Check SKILL.md
+	skillMarkdown := filepath.Join(skillPath, "SKILL.md")
+	content, err := os.ReadFile(skillMarkdown)
+	if err != nil {
+		t.Fatalf("failed to read SKILL.md: %v", err)
+	}
+	if !strings.Contains(string(content), "name: hello-sqlite") {
+		t.Errorf("SKILL.md does not contain expected name")
+	}
+	if !strings.Contains(string(content), "description: hello tool") {
+		t.Errorf("SKILL.md does not contain expected description")
+	}
+
+	// Check script file
+	scriptFilename := "hello-sqlite.js"
+	scriptPath := filepath.Join(skillPath, "scripts", scriptFilename)
+	if _, err := os.Stat(scriptPath); os.IsNotExist(err) {
+		t.Fatalf("script file not created: %s", scriptPath)
+	}
+
+	scriptContent, err := os.ReadFile(scriptPath)
+	if err != nil {
+		t.Fatalf("failed to read script file: %v", err)
+	}
+	if !strings.Contains(string(scriptContent), "hello-sqlite") {
+		t.Errorf("script file does not contain expected tool name")
+	}
+
+	// Check assets
+	assetPath := filepath.Join(skillPath, "assets", "hello-sqlite.yaml")
+	if _, err := os.Stat(assetPath); os.IsNotExist(err) {
+		t.Fatalf("asset file not created: %s", assetPath)
+	}
+	assetContent, err := os.ReadFile(assetPath)
+	if err != nil {
+		t.Fatalf("failed to read asset file: %v", err)
+	}
+	if !strings.Contains(string(assetContent), "hello-sqlite") {
+		t.Errorf("asset file does not contain expected tool name")
+	}
+}
+
+func TestGenerateSkill_NoConfig(t *testing.T) {
+	tmpDir := t.TempDir()
+	outputDir := filepath.Join(tmpDir, "skills")
+
+	args := []string{
+		"skills-generate",
+		"--output-dir", outputDir,
+		"--name", "test",
+		"--description", "test",
+	}
+
+	_, _, err := invokeCommandWithContext(context.Background(), args)
+	if err == nil {
+		t.Fatal("expected command to fail when no configuration is provided and tools.yaml is missing")
+	}
+
+	// Should not have created the directory if no config was processed
+	if _, err := os.Stat(outputDir); !os.IsNotExist(err) {
+		t.Errorf("output directory should not have been created")
+	}
+}
+
+func TestGenerateSkill_MissingArguments(t *testing.T) {
+	tmpDir := t.TempDir()
+	toolsFilePath := filepath.Join(tmpDir, "tools.yaml")
+	if err := os.WriteFile(toolsFilePath, []byte("tools: {}"), 0644); err != nil {
+		t.Fatalf("failed to write tools file: %v", err)
+	}
+
+	tests := []struct {
+		name string
+		args []string
+	}{
+		{
+			name: "missing name",
+			args: []string{"skills-generate", "--tools-file", toolsFilePath, "--description", "test"},
+		},
+		{
+			name: "missing description",
+			args: []string{"skills-generate", "--tools-file", toolsFilePath, "--name", "test"},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			_, got, err := invokeCommandWithContext(context.Background(), tt.args)
+			if err == nil {
+				t.Fatalf("expected command to fail due to missing arguments, but it succeeded\nOutput: %s", got)
+			}
+		})
+	}
+}

docs/ALLOYDBADMIN_README.md

@@ -23,14 +23,6 @@ To connect to the database to explore and query data, search the MCP store for t
 
 In the Antigravity MCP Store, click the "Install" button.
 
-> [!NOTE]
-> On first use, the installation process automatically downloads and uses
-> [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-> `>=0.26.0`. To update MCP Toolbox, use:
-> ```npm i -g @toolbox-sdk/server@latest```
-> To always run the latest version, update the MCP server configuration to use:
-> ```npx -y @toolbox-sdk/server@latest --prebuilt alloydb-postgres-admin```.
-
 You'll now be able to see all enabled tools in the "Tools" tab.
 
 > [!NOTE]

docs/ALLOYDBPG_README.md

@@ -27,13 +27,6 @@ For AlloyDB infrastructure management, search the MCP store for the AlloyDB for
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt alloydb-postgres```.
 
 2. Add the required inputs for your [cluster](https://docs.cloud.google.com/alloydb/docs/cluster-list) in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/BIGQUERY_README.md

@@ -21,13 +21,6 @@ An editor configured to use the BigQuery MCP server can use its AI capabilities
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt bigquery```.
 
 2. Add the required inputs in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/CLOUDSQLMSSQLADMIN_README.md

@@ -23,14 +23,6 @@ To connect to the database to explore and query data, search the MCP store for t
 
 In the Antigravity MCP Store, click the "Install" button.
 
-> [!NOTE]
-> On first use, the installation process automatically downloads and uses
-> [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-> `>=0.26.0`. To update MCP Toolbox, use:
-> ```npm i -g @toolbox-sdk/server@latest```
-> To always run the latest version, update the MCP server configuration to use:
-> ```npx -y @toolbox-sdk/server@latest --prebuilt cloud-sql-mssql-admin```.
-
 You'll now be able to see all enabled tools in the "Tools" tab.
 
 > [!NOTE]

docs/CLOUDSQLMSSQL_README.md

@@ -24,13 +24,6 @@ For Cloud SQL infrastructure management, search the MCP store for the Cloud SQL
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt cloud-sql-mssql```.
 
 2. Add the required inputs for your [instance](https://cloud.google.com/sql/docs/sqlserver/instance-info) in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/CLOUDSQLMYSQLADMIN_README.md

@@ -23,14 +23,6 @@ To connect to the database to explore and query data, search the MCP store for t
 
 In the Antigravity MCP Store, click the "Install" button.
 
-> [!NOTE]
-> On first use, the installation process automatically downloads and uses
-> [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-> `>=0.26.0`. To update MCP Toolbox, use:
-> ```npm i -g @toolbox-sdk/server@latest```
-> To always run the latest version, update the MCP server configuration to use:
-> ```npx -y @toolbox-sdk/server@latest --prebuilt cloud-sql-mysql-admin```.
-
 You'll now be able to see all enabled tools in the "Tools" tab.
 
 > [!NOTE]

docs/CLOUDSQLMYSQL_README.md

@@ -26,13 +26,6 @@ For Cloud SQL infrastructure management, search the MCP store for the Cloud SQL
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt cloud-sql-mysql```.
 
 2. Add the required inputs for your [instance](https://cloud.google.com/sql/docs/mysql/instance-info) in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/CLOUDSQLPGADMIN_README.md

@@ -23,14 +23,6 @@ To connect to the database to explore and query data, search the MCP store for t
 
 In the Antigravity MCP Store, click the "Install" button.
 
-> [!NOTE]
-> On first use, the installation process automatically downloads and uses
-> [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-> `>=0.26.0`. To update MCP Toolbox, use:
-> ```npm i -g @toolbox-sdk/server@latest```
-> To always run the latest version, update the MCP server configuration to use:
-> ```npx -y @toolbox-sdk/server@latest --prebuilt cloud-sql-postgres-admin```.
-
 You'll now be able to see all enabled tools in the "Tools" tab.
 
 > [!NOTE]

docs/CLOUDSQLPG_README.md

@@ -26,13 +26,6 @@ For Cloud SQL infrastructure management, search the MCP store for the Cloud SQL
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt cloud-sql-postgres```.
 
 2. Add the required inputs for your [instance](https://cloud.google.com/sql/docs/postgres/instance-info) in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/DATAPLEX_README.md

@@ -20,13 +20,6 @@ An editor configured to use the Dataplex MCP server can use its AI capabilities
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt dataplex```.
 
 2. Add the required inputs in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/LOOKER_README.md

@@ -21,13 +21,6 @@ An editor configured to use the Looker MCP server can use its AI capabilities to
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt looker```.
 
 2. Add the required inputs for your [instance](https://docs.cloud.google.com/looker/docs/set-up-and-administer-looker) in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/SPANNER_README.md

@@ -21,13 +21,6 @@ An editor configured to use the Cloud Spanner MCP server can use its AI capabili
 ## Install & Configuration
 
 1. In the Antigravity MCP Store, click the "Install" button.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest --prebuilt spanner```.
 
 2. Add the required inputs for your [instance](https://docs.cloud.google.com/spanner/docs/instances) in the configuration pop-up, then click "Save". You can update this configuration at any time in the "Configure" tab.
 

docs/TOOLBOX_README.md

@@ -12,17 +12,10 @@ The MCP Toolbox for Databases Server gives AI-powered development tools the abil
 ## Install & Configuration
 
 1.  In the Antigravity MCP Store, click the **Install** button. A configuration window will appear.
-    > [!NOTE]
-    > On first use, the installation process automatically downloads and uses
-    > [MCP Toolbox](https://www.npmjs.com/package/@toolbox-sdk/server)
-    > `>=0.26.0`. To update MCP Toolbox, use:
-    > ```npm i -g @toolbox-sdk/server@latest```
-    > To always run the latest version, update the MCP server configuration to use:
-    > ```npx -y @toolbox-sdk/server@latest```. 
 
-3.  Create your [`tools.yaml` configuration file](https://googleapis.github.io/genai-toolbox/getting-started/configure/).
+2.  Create your [`tools.yaml` configuration file](https://googleapis.github.io/genai-toolbox/getting-started/configure/).
 
-4.  In the configuration window, enter the full absolute path to your `tools.yaml` file and click **Save**.
+3.  In the configuration window, enter the full absolute path to your `tools.yaml` file and click **Save**.
 
 > [!NOTE]
 > If you encounter issues with Windows Defender blocking the execution, you may need to configure an allowlist. See [Configure exclusions for Microsoft Defender Antivirus](https://learn.microsoft.com/en-us/microsoft-365/security/defender-endpoint/configure-exclusions-microsoft-defender-antivirus?view=o365-worldwide) for more details.

docs/en/how-to/generate_skill.md

@@ -0,0 +1,107 @@
+---
+title: "Generate a Skill"
+type: docs
+weight: 10
+description: >
+  How to generate a skill from a toolset configuration.
+---
+
+The `skills-generate` command allows you to convert a **toolset** into a **skill**. A toolset is a collection of tools, and the generated skill will contain metadata and execution scripts for all tools within that toolset.
+
+## Before you begin
+
+1. Make sure you have the `toolbox` executable in your PATH.
+2. Make sure you have [Node.js](https://nodejs.org/) installed on your system.
+
+## Generating a Skill from a Toolset
+
+A skill package consists of a `SKILL.md` file and a set of Node.js scripts. Each tool defined in your toolset maps to a corresponding script in the generated skill.
+
+### Command Signature
+
+The `skills-generate` command follows this signature:
+
+```bash
+toolbox [--tools-file <path> | --prebuilt <name>] skills-generate \
+  --name <skill-name> \
+  --toolset <toolset-name> \
+  --description <description> \
+  --output-dir <output-directory>
+```
+
+### Example: Custom Tools File
+
+1. Create a `tools.yaml` file with a toolset and some tools:
+
+   ```yaml
+   tools:
+     tool_a:
+       description: "First tool"
+       run:
+         command: "echo 'Tool A'"
+     tool_b:
+       description: "Second tool"
+       run:
+         command: "echo 'Tool B'"
+   toolsets:
+     my_toolset:
+       tools:
+         - tool_a
+         - tool_b
+   ```
+
+2. Generate the skill:
+
+   ```bash
+   toolbox --tools-file tools.yaml skills-generate \
+     --name "my-multi-tool-skill" \
+     --toolset "my_toolset" \
+     --description "A skill containing multiple tools" \
+     --output-dir "generated-skills"
+   ```
+
+3. The generated skill directory structure:
+
+   ```text
+   generated-skills/
+   └── my-multi-tool-skill/
+       ├── SKILL.md
+       ├── assets/
+       │   ├── tool_a.yaml
+       │   └── tool_b.yaml
+       └── scripts/
+           ├── tool_a.js
+           └── tool_b.js
+   ```
+
+   In this example, the skill contains two Node.js scripts (`tool_a.js` and `tool_b.js`), each mapping to a tool in the original toolset.
+
+### Example: Prebuilt Configuration
+
+You can also generate skills from prebuilt toolsets:
+
+```bash
+toolbox --prebuilt alloydb-postgres-admin skills-generate \
+  --name "alloydb-postgres-admin" \
+  --description "skill for performing administrative operations on alloydb"
+```
+
+## Output Directory
+
+By default, skills are generated in the `skills` directory. You can specify a different output directory using the `--output-dir` flag.
+
+## Shared Node.js Scripts
+
+The `skills-generate` command generates shared Node.js scripts (`.js`) that work across different platforms (Linux, macOS, Windows). This ensures that the generated skills are portable.
+
+## Installing the Generated Skill in Gemini CLI
+
+Once you have generated a skill, you can install it into the Gemini CLI using the `gemini skills install` command.
+
+### Installation Command
+
+Provide the path to the directory containing the generated skill:
+
+```bash
+gemini skills install /path/to/generated-skills/my-multi-tool-skill
+```

docs/en/reference/cli.md

@@ -32,7 +32,8 @@ description: >
 
 ## Sub Commands
 
-### `invoke`
+<details>
+<summary><code>invoke</code></summary>
 
 Executes a tool directly with the provided parameters. This is useful for testing tool configurations and parameters without needing a full client setup.
 
@@ -45,6 +46,30 @@ toolbox invoke <tool-name> [params]
 - `<tool-name>`: The name of the tool to execute (as defined in your configuration).
 - `[params]`: (Optional) A JSON string containing the parameters for the tool.
 
+</details>
+
+<details>
+<summary><code>skills-generate</code></summary>
+
+Generates a skill package from a specified toolset. Each tool in the toolset will have a corresponding Node.js execution script in the generated skill.
+
+**Syntax:**
+
+```bash
+toolbox [--tools-file <path> | --prebuilt <name>] skills-generate --name <name> --toolset <toolset> --description <description> --output-dir <output>
+```
+
+**Flags:**
+
+- `--name`: (Required) Name of the generated skill.
+- `--toolset`: (Required) Name of the toolset to convert into a skill.
+- `--description`: (Required) Description of the generated skill.
+- `--output-dir`: Directory to output generated skills (default: "skills").
+
+For more detailed instructions, see [Generate a Skill](../how-to/generate_skill.md).
+
+</details>
+
 ## Examples
 
 ### Transport Configuration

internal/cli/skills/command.go

@@ -0,0 +1,298 @@
+// Copyright 2026 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package skills
+
+import (
+	"context"
+	_ "embed"
+	"fmt"
+	"os"
+	"path/filepath"
+
+	"github.com/googleapis/genai-toolbox/internal/log"
+	"github.com/googleapis/genai-toolbox/internal/server"
+	"github.com/googleapis/genai-toolbox/internal/server/resources"
+
+	"github.com/spf13/cobra"
+)
+
+// RootCommand defines the interface for required by invoke subcommand.
+// This allows subcommands to access shared resources and functionality without
+// direct coupling to the root command's implementation.
+type RootCommand interface {
+	// Config returns a copy of the current server configuration.
+	Config() server.ServerConfig
+
+	// LoadConfig loads and merges the configuration from files, folders, and prebuilts.
+	LoadConfig(ctx context.Context) error
+
+	// Setup initializes the runtime environment, including logging and telemetry.
+	// It returns the updated context and a shutdown function to be called when finished.
+	Setup(ctx context.Context) (context.Context, func(context.Context) error, error)
+
+	// Logger returns the logger instance.
+	Logger() log.Logger
+}
+
+// Command is the command for generating skills.
+type Command struct {
+	*cobra.Command
+	rootCmd     RootCommand
+	name        string
+	description string
+	toolset     string
+	outputDir   string
+}
+
+// Parameter represents a parameter of a tool.
+type Parameter struct {
+	Name        string      `json:"name"`
+	Description string      `json:"description"`
+	Type        string      `json:"type"`
+	Default     interface{} `json:"default"`
+	Required    bool        `json:"required"`
+}
+
+// Tool represents a tool.
+type Tool struct {
+	Name        string      `json:"name"`
+	Description string      `json:"description"`
+	Parameters  []Parameter `json:"parameters"`
+}
+
+// Config represents the structure of the tools.yaml file.
+type Config struct {
+	Sources map[string]interface{}            `yaml:"sources,omitempty"`
+	Tools   map[string]map[string]interface{} `yaml:"tools"`
+}
+
+// serverConfig holds the configuration used to start the toolbox server.
+type serverConfig struct {
+	prebuiltConfigs []string
+	toolsFile       string
+}
+
+// NewCommand creates a new Command.
+func NewCommand(rootCmd RootCommand) *cobra.Command {
+	cmd := &Command{
+		rootCmd: rootCmd,
+	}
+	cmd.Command = &cobra.Command{
+		Use:   "skills-generate",
+		Short: "Generate skills from tool configurations",
+		RunE: func(c *cobra.Command, args []string) error {
+			return cmd.run(c)
+		},
+	}
+
+	cmd.Flags().StringVar(&cmd.outputDir, "output-dir", "skills", "Directory to output generated skills")
+	cmd.Flags().StringVar(&cmd.toolset, "toolset", "", "Name of the toolset (and generated skill folder). If provided, only tools in this toolset are generated.")
+	cmd.Flags().StringVar(&cmd.name, "name", "", "Name of the generated skill.")
+	cmd.Flags().StringVar(&cmd.description, "description", "", "Description of the generated skill")
+	cmd.MarkFlagRequired("name")
+	cmd.MarkFlagRequired("description")
+	return cmd.Command
+}
+
+func (c *Command) run(cmd *cobra.Command) error {
+	ctx, cancel := context.WithCancel(cmd.Context())
+	defer cancel()
+
+	ctx, shutdown, err := c.rootCmd.Setup(ctx)
+	if err != nil {
+		return err
+	}
+	defer func() {
+		_ = shutdown(ctx)
+	}()
+
+	logger := c.rootCmd.Logger()
+
+	toolsFile, err := cmd.Flags().GetString("tools-file")
+	if err != nil {
+		errMsg := fmt.Errorf("error getting tools-file flag: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+	prebuiltConfigs, err := cmd.Flags().GetStringSlice("prebuilt")
+	if err != nil {
+		errMsg := fmt.Errorf("error getting prebuilt flag: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+
+	// Load and merge tool configurations
+	if err := c.rootCmd.LoadConfig(ctx); err != nil {
+		return err
+	}
+
+	if len(prebuiltConfigs) == 0 && toolsFile == "" {
+		logger.InfoContext(ctx, "No configurations found to process. Use --tools-file or --prebuilt.")
+		return nil
+	}
+	if err := os.MkdirAll(c.outputDir, 0755); err != nil {
+		errMsg := fmt.Errorf("error creating output directory: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+
+	logger.InfoContext(ctx, fmt.Sprintf("Generating skill '%s'...", c.name))
+
+	config := serverConfig{
+		prebuiltConfigs: prebuiltConfigs,
+		toolsFile:       toolsFile,
+	}
+
+	// Initialize toolbox and collect tools
+	allTools, err := c.collectTools(ctx)
+	if err != nil {
+		errMsg := fmt.Errorf("error collecting tools: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+
+	if len(allTools) == 0 {
+		logger.InfoContext(ctx, "No tools found to generate.")
+		return nil
+	}
+
+	// Generate the combined skill
+	skillPath := filepath.Join(c.outputDir, c.name)
+	if err := os.MkdirAll(skillPath, 0755); err != nil {
+		errMsg := fmt.Errorf("error creating skill directory: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+
+	// Generate assets directory if needed
+	assetsPath := filepath.Join(skillPath, "assets")
+	if toolsFile != "" {
+		if err := os.MkdirAll(assetsPath, 0755); err != nil {
+			errMsg := fmt.Errorf("error creating assets dir: %w", err)
+			logger.ErrorContext(ctx, errMsg.Error())
+			return errMsg
+		}
+	}
+
+	// Generate scripts
+	scriptsPath := filepath.Join(skillPath, "scripts")
+	if err := os.MkdirAll(scriptsPath, 0755); err != nil {
+		errMsg := fmt.Errorf("error creating scripts dir: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+
+	for _, tool := range allTools {
+		specificToolsFileName := ""
+		if toolsFile != "" {
+			minimizedContent, err := generateFilteredConfig(toolsFile, tool.Name)
+			if err != nil {
+				logger.ErrorContext(ctx, fmt.Sprintf("Error generating filtered config for %s: %v", tool.Name, err))
+			}
+
+			if minimizedContent != nil {
+				specificToolsFileName = fmt.Sprintf("%s.yaml", tool.Name)
+				destPath := filepath.Join(assetsPath, specificToolsFileName)
+				if err := os.WriteFile(destPath, minimizedContent, 0644); err != nil {
+					logger.ErrorContext(ctx, fmt.Sprintf("Error writing filtered config for %s: %v", tool.Name, err))
+				}
+			}
+		}
+
+		scriptContent, err := generateShellScriptContent(tool.Name, config, specificToolsFileName)
+		if err != nil {
+			logger.ErrorContext(ctx, fmt.Sprintf("Error generating script content for %s: %v", tool.Name, err))
+		} else {
+			scriptFilename := filepath.Join(scriptsPath, fmt.Sprintf("%s.js", tool.Name))
+			if err := os.WriteFile(scriptFilename, []byte(scriptContent), 0755); err != nil {
+				logger.ErrorContext(ctx, fmt.Sprintf("Error writing script %s: %v", scriptFilename, err))
+			}
+		}
+	}
+
+	// Generate SKILL.md
+	skillContent, err := generateSkillMarkdown(c.name, c.description, allTools)
+	if err != nil {
+		errMsg := fmt.Errorf("error generating SKILL.md content: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+	skillMdPath := filepath.Join(skillPath, "SKILL.md")
+	if err := os.WriteFile(skillMdPath, []byte(skillContent), 0644); err != nil {
+		errMsg := fmt.Errorf("error writing SKILL.md: %w", err)
+		logger.ErrorContext(ctx, errMsg.Error())
+		return errMsg
+	}
+
+	logger.InfoContext(ctx, fmt.Sprintf("Successfully generated skill '%s' with %d tools.", c.name, len(allTools)))
+
+	return nil
+}
+
+func (c *Command) collectTools(ctx context.Context) (map[string]Tool, error) {
+	// Initialize Resources
+	sourcesMap, authServicesMap, embeddingModelsMap, toolsMap, toolsetsMap, promptsMap, promptsetsMap, err := server.InitializeConfigs(ctx, c.rootCmd.Config())
+	if err != nil {
+		return nil, fmt.Errorf("failed to initialize resources: %w", err)
+	}
+
+	resourceMgr := resources.NewResourceManager(sourcesMap, authServicesMap, embeddingModelsMap, toolsMap, toolsetsMap, promptsMap, promptsetsMap)
+
+	result := make(map[string]Tool)
+
+	var toolsToProcess []string
+
+	if c.toolset != "" {
+		ts, ok := resourceMgr.GetToolset(c.toolset)
+		if !ok {
+			return nil, fmt.Errorf("toolset %q not found", c.toolset)
+		}
+		toolsToProcess = ts.ToolNames
+	} else {
+		// All tools
+		for name := range toolsMap {
+			toolsToProcess = append(toolsToProcess, name)
+		}
+	}
+
+	for _, toolName := range toolsToProcess {
+		t, ok := resourceMgr.GetTool(toolName)
+		if !ok {
+			// Should happen only if toolset refers to non-existent tool, but good to check
+			continue
+		}
+
+		params := []Parameter{}
+		for _, p := range t.GetParameters() {
+			manifest := p.Manifest()
+			params = append(params, Parameter{
+				Name:        p.GetName(),
+				Description: manifest.Description, // Use description from manifest
+				Type:        p.GetType(),
+				Default:     p.GetDefault(),
+				Required:    p.GetRequired(),
+			})
+		}
+
+		manifest := t.Manifest()
+		result[toolName] = Tool{
+			Name:        toolName,
+			Description: manifest.Description,
+			Parameters:  params,
+		}
+	}
+
+	return result, nil
+}

internal/cli/skills/generator.go

@@ -0,0 +1,247 @@
+// Copyright 2026 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package skills
+
+import (
+	"encoding/json"
+	"fmt"
+	"os"
+	"sort"
+	"strings"
+	"text/template"
+
+	"github.com/goccy/go-yaml"
+)
+
+const skillTemplate = `---
+name: {{.SkillName}}
+description: {{.SkillDescription}}
+---
+
+Here is a list of scripts which can be used.
+
+{{range .Tools}}
+# {{.Name}}
+
+{{.Description}}
+
+{{.ParametersSchema}}
+
+## Usage
+
+{{.Usage}}
+
+---
+{{end}}
+`
+
+type toolTemplateData struct {
+	Name             string
+	Description      string
+	ParametersSchema string
+	Usage            string
+}
+
+type skillTemplateData struct {
+	SkillName        string
+	SkillDescription string
+	Tools            []toolTemplateData
+}
+
+func generateSkillMarkdown(skillName, skillDescription string, toolsMap map[string]Tool) (string, error) {
+	var toolsData []toolTemplateData
+
+	// Order tools based on name
+	var tools []Tool
+	for _, tool := range toolsMap {
+		tools = append(tools, tool)
+	}
+	sort.Slice(tools, func(i, j int) bool {
+		return tools[i].Name < tools[j].Name
+	})
+
+	for _, tool := range tools {
+		parametersSchema, err := formatParameters(tool.Parameters)
+		if err != nil {
+			return "", err
+		}
+		usage := fmt.Sprintf("`bash\nnode scripts/%s.js '{\"<param_name>\": \"<param_value>\"}'\n`", tool.Name)
+
+		toolsData = append(toolsData, toolTemplateData{
+			Name:             tool.Name,
+			Description:      tool.Description,
+			ParametersSchema: parametersSchema,
+			Usage:            usage,
+		})
+	}
+
+	data := skillTemplateData{
+		SkillName:        skillName,
+		SkillDescription: skillDescription,
+		Tools:            toolsData,
+	}
+
+	tmpl, err := template.New("markdown").Parse(skillTemplate)
+	if err != nil {
+		return "", fmt.Errorf("error parsing markdown template: %w", err)
+	}
+
+	var buf strings.Builder
+	if err := tmpl.Execute(&buf, data); err != nil {
+		return "", fmt.Errorf("error executing markdown template: %w", err)
+	}
+
+	return buf.String(), nil
+}
+
+const nodeScriptTemplate = `#!/usr/bin/env node
+
+const { spawn } = require('child_process');
+const path = require('path');
+
+const toolName = "{{.Name}}";
+const prebuiltNames = {{.PrebuiltNamesJSON}};
+const toolsFileName = "{{.ToolsFileName}}";
+
+let configArgs = [];
+if (prebuiltNames.length > 0) {
+  prebuiltNames.forEach(name => {
+    configArgs.push("--prebuilt", name);
+  });
+}
+
+if (toolsFileName) {
+  configArgs.push("--tools-file", path.join(__dirname, "..", "assets", toolsFileName));
+}
+
+const args = process.argv.slice(2);
+const toolboxArgs = [...configArgs, "invoke", toolName, ...args];
+
+const command = process.platform === 'win32' ? 'toolbox.exe' : 'toolbox';
+
+const child = spawn(command, toolboxArgs, { stdio: 'inherit' });
+
+child.on('close', (code) => {
+  process.exit(code);
+});
+
+child.on('error', (err) => {
+  console.error("Error executing toolbox:", err);
+  process.exit(1);
+});
+`
+
+type scriptData struct {
+	Name              string
+	PrebuiltNamesJSON string
+	ToolsFileName     string
+}
+
+func generateShellScriptContent(name string, config serverConfig, toolsFileName string) (string, error) {
+	prebuiltJSON, _ := json.Marshal(config.prebuiltConfigs)
+
+	data := scriptData{
+		Name:              name,
+		PrebuiltNamesJSON: string(prebuiltJSON),
+		ToolsFileName:     toolsFileName,
+	}
+
+	tmpl, err := template.New("script").Parse(nodeScriptTemplate)
+	if err != nil {
+		return "", fmt.Errorf("error parsing script template: %w", err)
+	}
+
+	var buf strings.Builder
+	if err := tmpl.Execute(&buf, data); err != nil {
+		return "", fmt.Errorf("error executing script template: %w", err)
+	}
+
+	return buf.String(), nil
+}
+
+func formatParameters(params []Parameter) (string, error) {
+	if len(params) == 0 {
+		return "", nil
+	}
+
+	properties := make(map[string]interface{})
+	var required []string
+
+	for _, p := range params {
+		paramMap := map[string]interface{}{
+			"type":        p.Type,
+			"description": p.Description,
+		}
+		if p.Default != nil {
+			paramMap["default"] = p.Default
+		}
+		properties[p.Name] = paramMap
+		if p.Required {
+			required = append(required, p.Name)
+		}
+	}
+
+	schema := map[string]interface{}{
+		"type":       "object",
+		"properties": properties,
+	}
+	if len(required) > 0 {
+		schema["required"] = required
+	}
+
+	schemaJSON, err := json.MarshalIndent(schema, "", "  ")
+	if err != nil {
+		return "", fmt.Errorf("error generating parameters schema: %w", err)
+	}
+
+	return fmt.Sprintf("## Parameters\n\n```json\n%s\n```", string(schemaJSON)), nil
+}
+
+func generateFilteredConfig(toolsFile, toolName string) ([]byte, error) {
+	data, err := os.ReadFile(toolsFile)
+	if err != nil {
+		return nil, fmt.Errorf("error reading %s: %w", toolsFile, err)
+	}
+	var cfg Config
+	if err := yaml.Unmarshal(data, &cfg); err != nil {
+		return nil, fmt.Errorf("error parsing YAML from %s: %w", toolsFile, err)
+	}
+
+	if _, ok := cfg.Tools[toolName]; !ok {
+		return nil, nil // Tool not found in this file
+	}
+
+	filteredCfg := Config{
+		Tools: map[string]map[string]interface{}{
+			toolName: cfg.Tools[toolName],
+		},
+	}
+
+	// Add relevant source if exists
+	if src, ok := cfg.Tools[toolName]["source"].(string); ok && src != "" {
+		if sourceData, exists := cfg.Sources[src]; exists {
+			if filteredCfg.Sources == nil {
+				filteredCfg.Sources = make(map[string]interface{})
+			}
+			filteredCfg.Sources[src] = sourceData
+		}
+	}
+
+	filteredData, err := yaml.Marshal(filteredCfg)
+	if err != nil {
+		return nil, fmt.Errorf("error marshaling filtered tools for %s: %w", toolName, err)
+	}
+	return filteredData, nil
+}

internal/cli/skills/generator_test.go

@@ -0,0 +1,300 @@
+// Copyright 2026 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package skills
+
+import (
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"github.com/goccy/go-yaml"
+	"github.com/google/go-cmp/cmp"
+)
+
+func TestFormatParameters(t *testing.T) {
+	tests := []struct {
+		name         string
+		params       []Parameter
+		wantContains []string
+		wantErr      bool
+	}{
+		{
+			name:         "empty parameters",
+			params:       []Parameter{},
+			wantContains: []string{""},
+		},
+		{
+			name: "single required string parameter",
+			params: []Parameter{
+				{
+					Name:        "param1",
+					Description: "A test parameter",
+					Type:        "string",
+					Required:    true,
+				},
+			},
+			wantContains: []string{
+				"## Parameters",
+				"```json",
+				`"type": "object"`,
+				`"properties": {`,
+				`"param1": {`,
+				`"type": "string"`,
+				`"description": "A test parameter"`,
+				`"required": [`,
+				`"param1"`,
+			},
+		},
+		{
+			name: "mixed parameters with defaults",
+			params: []Parameter{
+				{
+					Name:        "param1",
+					Description: "Param 1",
+					Type:        "string",
+					Required:    true,
+				},
+				{
+					Name:        "param2",
+					Description: "Param 2",
+					Type:        "integer",
+					Default:     42,
+					Required:    false,
+				},
+			},
+			wantContains: []string{
+				`"param1": {`,
+				`"param2": {`,
+				`"default": 42`,
+				`"required": [`,
+				`"param1"`,
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := formatParameters(tt.params)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("formatParameters() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if tt.wantErr {
+				return
+			}
+
+			if len(tt.params) == 0 {
+				if got != "" {
+					t.Errorf("formatParameters() = %v, want empty string", got)
+				}
+				return
+			}
+
+			for _, want := range tt.wantContains {
+				if !strings.Contains(got, want) {
+					t.Errorf("formatParameters() result missing expected string: %s\nGot:\n%s", want, got)
+				}
+			}
+		})
+	}
+}
+
+func TestGenerateSkillMarkdown(t *testing.T) {
+	tools := map[string]Tool{
+		"tool1": {
+			Name:        "tool1",
+			Description: "First tool",
+			Parameters: []Parameter{
+				{Name: "p1", Type: "string", Description: "d1", Required: true},
+			},
+		},
+	}
+
+	got, err := generateSkillMarkdown("MySkill", "My Description", tools)
+	if err != nil {
+		t.Fatalf("generateSkillMarkdown() error = %v", err)
+	}
+
+	expectedSubstrings := []string{
+		"name: MySkill",
+		"description: My Description",
+		"# tool1",
+		"First tool",
+		"## Parameters",
+		"node scripts/tool1.js '{\"<param_name>\": \"<param_value>\"}'",
+	}
+
+	for _, s := range expectedSubstrings {
+		if !strings.Contains(got, s) {
+			t.Errorf("generateSkillMarkdown() missing substring %q", s)
+		}
+	}
+}
+
+func TestGenerateShellScriptContent(t *testing.T) {
+	tests := []struct {
+		name          string
+		toolName      string
+		config        serverConfig
+		toolsFileName string
+		wantContains  []string
+	}{
+		{
+			name:     "basic script",
+			toolName: "test-tool",
+			config: serverConfig{
+				prebuiltConfigs: []string{},
+			},
+			toolsFileName: "",
+			wantContains: []string{
+				`const toolName = "test-tool";`,
+				`const prebuiltNames = [];`,
+				`const toolsFileName = "";`,
+				`const toolboxArgs = [...configArgs, "invoke", toolName, ...args];`,
+			},
+		},
+		{
+			name:     "script with prebuilts and tools file",
+			toolName: "complex-tool",
+			config: serverConfig{
+				prebuiltConfigs: []string{"pre1", "pre2"},
+			},
+			toolsFileName: "tools.yaml",
+			wantContains: []string{
+				`const toolName = "complex-tool";`,
+				`const prebuiltNames = ["pre1","pre2"];`,
+				`const toolsFileName = "tools.yaml";`,
+				`configArgs.push("--prebuilt", name);`,
+				`configArgs.push("--tools-file", path.join(__dirname, "..", "assets", toolsFileName));`,
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := generateShellScriptContent(tt.toolName, tt.config, tt.toolsFileName)
+			if err != nil {
+				t.Fatalf("generateShellScriptContent() error = %v", err)
+			}
+
+			for _, s := range tt.wantContains {
+				if !strings.Contains(got, s) {
+					t.Errorf("generateShellScriptContent() missing substring %q\nGot:\n%s", s, got)
+				}
+			}
+		})
+	}
+}
+
+func TestGenerateFilteredConfig(t *testing.T) {
+	// Setup temporary directory and file
+	tmpDir := t.TempDir()
+	toolsFile := filepath.Join(tmpDir, "tools.yaml")
+
+	configContent := `
+sources:
+  src1:
+    type: "postgres"
+    connection_string: "conn1"
+  src2:
+    type: "mysql"
+    connection_string: "conn2"
+tools:
+  tool1:
+    source: "src1"
+    query: "SELECT 1"
+  tool2:
+    source: "src2"
+    query: "SELECT 2"
+  tool3:
+    type: "http" # No source
+`
+	if err := os.WriteFile(toolsFile, []byte(configContent), 0644); err != nil {
+		t.Fatalf("Failed to create temp tools file: %v", err)
+	}
+
+	tests := []struct {
+		name     string
+		toolName string
+		wantCfg  Config
+		wantErr  bool
+		wantNil  bool
+	}{
+		{
+			name:     "tool with source",
+			toolName: "tool1",
+			wantCfg: Config{
+				Sources: map[string]interface{}{
+					"src1": map[string]interface{}{
+						"type":              "postgres",
+						"connection_string": "conn1",
+					},
+				},
+				Tools: map[string]map[string]interface{}{
+					"tool1": {
+						"source": "src1",
+						"query":  "SELECT 1",
+					},
+				},
+			},
+		},
+		{
+			name:     "tool without source",
+			toolName: "tool3",
+			wantCfg: Config{
+				Tools: map[string]map[string]interface{}{
+					"tool3": {
+						"type": "http",
+					},
+				},
+			},
+		},
+		{
+			name:     "non-existent tool",
+			toolName: "missing-tool",
+			wantNil:  true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			gotBytes, err := generateFilteredConfig(toolsFile, tt.toolName)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("generateFilteredConfig() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if tt.wantErr {
+				return
+			}
+
+			if tt.wantNil {
+				if gotBytes != nil {
+					t.Errorf("generateFilteredConfig() expected nil, got %s", string(gotBytes))
+				}
+				return
+			}
+
+			var gotCfg Config
+			if err := yaml.Unmarshal(gotBytes, &gotCfg); err != nil {
+				t.Errorf("Failed to unmarshal result: %v", err)
+			}
+
+			if diff := cmp.Diff(tt.wantCfg, gotCfg); diff != "" {
+				t.Errorf("generateFilteredConfig() mismatch (-want +got):\n%s", diff)
+			}
+		})
+	}
+}