Files
genai-toolbox/internal/cli/skills/generator.go
Haoyu Wang 80ef346214 feat(cli/skills): add support for generating agent skills from toolset (#2392)
## Description

This PR introduces a new skills-generate command that enables users to
generate standardized agent skills from their existing Toolbox tool
configurations. This facilitates the integration of Toolbox tools into
agentic workflows by automatically creating skill descriptions
(SKILL.md) and executable wrappers.
- New Subcommand: Implemented skills-generate, which automates the
creation of agent skill packages including metadata and executable
scripts.
- Skill Generation: Added logic to generate SKILL.md files with
parameter schemas and Node.js wrappers for cross-platform tool
execution.
- Toolset Integration: Supports selective generation of skills based on
defined toolsets, including support for both local files and prebuilt
configurations.
- Testing: Added unit tests for the generation logic and
integration tests for the CLI command.
- Documentation: Created a new "how-to" guide for generating skills and
updated the CLI reference documentation.
2026-02-04 15:51:14 -05:00

297 lines
7.8 KiB
Go

// 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 (
"bytes"
"encoding/json"
"fmt"
"sort"
"strings"
"text/template"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/server"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
const skillTemplate = `---
name: {{.SkillName}}
description: {{.SkillDescription}}
---
## Usage
All scripts can be executed using Node.js. Replace ` + "`" + `<param_name>` + "`" + ` and ` + "`" + `<param_value>` + "`" + ` with actual values.
**Bash:**
` + "`" + `node scripts/<script_name>.js '{"<param_name>": "<param_value>"}'` + "`" + `
**PowerShell:**
` + "`" + `node scripts/<script_name>.js '{\"<param_name>\": \"<param_value>\"}'` + "`" + `
## Scripts
{{range .Tools}}
### {{.Name}}
{{.Description}}
{{.ParametersSchema}}
---
{{end}}
`
type toolTemplateData struct {
Name string
Description string
ParametersSchema string
}
type skillTemplateData struct {
SkillName string
SkillDescription string
Tools []toolTemplateData
}
// generateSkillMarkdown generates the content of the SKILL.md file.
// It includes usage instructions and a reference section for each tool in the skill,
// detailing its description and parameters.
func generateSkillMarkdown(skillName, skillDescription string, toolsMap map[string]tools.Tool) (string, error) {
var toolsData []toolTemplateData
// Order tools based on name
var toolNames []string
for name := range toolsMap {
toolNames = append(toolNames, name)
}
sort.Strings(toolNames)
for _, name := range toolNames {
tool := toolsMap[name]
manifest := tool.Manifest()
parametersSchema, err := formatParameters(manifest.Parameters)
if err != nil {
return "", err
}
toolsData = append(toolsData, toolTemplateData{
Name: name,
Description: manifest.Description,
ParametersSchema: parametersSchema,
})
}
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, execSync } = require('child_process');
const path = require('path');
const fs = require('fs');
const toolName = "{{.Name}}";
const toolsFileName = "{{.ToolsFileName}}";
function getToolboxPath() {
try {
const checkCommand = process.platform === 'win32' ? 'where toolbox' : 'which toolbox';
const globalPath = execSync(checkCommand, { stdio: 'pipe', encoding: 'utf-8' }).trim();
if (globalPath) {
return globalPath.split('\n')[0].trim();
}
} catch (e) {
// Ignore error;
}
const localPath = path.resolve(__dirname, '../../../toolbox');
if (fs.existsSync(localPath)) {
return localPath;
}
throw new Error("Toolbox binary not found");
}
let toolboxBinary;
try {
toolboxBinary = getToolboxPath();
} catch (err) {
console.error("Error:", err.message);
process.exit(1);
}
let configArgs = [];
if (toolsFileName) {
configArgs.push("--tools-file", path.join(__dirname, "..", "assets", toolsFileName));
}
const args = process.argv.slice(2);
const toolboxArgs = [...configArgs, "invoke", toolName, ...args];
const child = spawn(toolboxBinary, 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
ToolsFileName string
}
// generateScriptContent creates the content for a Node.js wrapper script.
// This script invokes the toolbox CLI with the appropriate configuration
// (using a generated tools file) and arguments to execute the specific tool.
func generateScriptContent(name string, toolsFileName string) (string, error) {
data := scriptData{
Name: name,
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
}
// formatParameters converts a list of parameter manifests into a formatted JSON schema string.
// This schema is used in the skill documentation to describe the input parameters for a tool.
func formatParameters(params []parameters.ParameterManifest) (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
}
// generateToolConfigYAML generates the YAML configuration for a single tool and its dependency (source).
// It extracts the relevant tool and source configurations from the server config and formats them
// into a YAML document suitable for inclusion in the skill's assets.
func generateToolConfigYAML(cfg server.ServerConfig, toolName string) ([]byte, error) {
toolCfg, ok := cfg.ToolConfigs[toolName]
if !ok {
return nil, fmt.Errorf("error finding tool config: %s", toolName)
}
var buf bytes.Buffer
encoder := yaml.NewEncoder(&buf)
// Process Tool Config
toolWrapper := struct {
Kind string `yaml:"kind"`
Config tools.ToolConfig `yaml:",inline"`
}{
Kind: "tools",
Config: toolCfg,
}
if err := encoder.Encode(toolWrapper); err != nil {
return nil, fmt.Errorf("error encoding tool config: %w", err)
}
// Process Source Config
var toolMap map[string]interface{}
b, err := yaml.Marshal(toolCfg)
if err != nil {
return nil, fmt.Errorf("error marshaling tool config: %w", err)
}
if err := yaml.Unmarshal(b, &toolMap); err != nil {
return nil, fmt.Errorf("error unmarshaling tool config map: %w", err)
}
if sourceName, ok := toolMap["source"].(string); ok && sourceName != "" {
sourceCfg, ok := cfg.SourceConfigs[sourceName]
if !ok {
return nil, fmt.Errorf("error finding source config: %s", sourceName)
}
sourceWrapper := struct {
Kind string `yaml:"kind"`
Config sources.SourceConfig `yaml:",inline"`
}{
Kind: "sources",
Config: sourceCfg,
}
if err := encoder.Encode(sourceWrapper); err != nil {
return nil, fmt.Errorf("error encoding source config: %w", err)
}
}
return buf.Bytes(), nil
}