bootspring_suggest
Get intelligent suggestions for agents, skills, and workflows based on your current context.
Overview
The bootspring_suggest tool analyzes your current context and provides intelligent recommendations. It suggests the most relevant agents to consult, skills to apply, and workflows to follow based on what you're working on.
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
context | string | Yes | Context describing what you're working on |
type | string | No | Suggestion type: agents, skills, workflows, all |
limit | number | No | Maximum suggestions (default: 5) |
options | object | No | Additional options |
Options Object
| Option | Type | Default | Description |
|---|---|---|---|
includeReasoning | boolean | true | Include explanation for suggestions |
prioritize | string | null | Prioritize: speed, quality, learning |
mode | string | "local" | Access mode: local or server |
Usage Examples
Get All Suggestions
Use the bootspring_suggest tool with:
- context: "Building a user dashboard with real-time notifications"
Response:
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Agent Suggestions Only
Use the bootspring_suggest tool with:
- context: "Need to optimize slow database queries"
- type: "agents"
Response:
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Skill Suggestions
Use the bootspring_suggest tool with:
- context: "Setting up authentication with social login"
- type: "skills"
Response:
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Workflow Suggestions
Use the bootspring_suggest tool with:
- context: "Preparing for production deployment"
- type: "workflows"
Response:
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With Priority
Use the bootspring_suggest tool with:
- context: "Quick fix for login bug in production"
- options: { prioritize: "speed" }
Response:
Loading code block...
Suggestion Types
Agent Suggestions
Recommends expert agents based on:
- Task domain (frontend, backend, database, etc.)
- Problem type (debugging, optimization, design)
- Technology stack
Skill Suggestions
Recommends code patterns based on:
- Feature requirements
- Technology choices
- Best practices
Workflow Suggestions
Recommends workflows based on:
- Development phase
- Task complexity
- Team processes
Confidence Levels
| Level | Score | Description |
|---|---|---|
| High | 0.8+ | Strong match, highly recommended |
| Medium | 0.5-0.8 | Good match, consider using |
| Low | 0.3-0.5 | Possible match, explore if relevant |
Response Format
Success Response
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No Suggestions
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Tier Availability
| Feature | Free | Pro | Team |
|---|---|---|---|
| Basic suggestions | ✓ | ✓ | ✓ |
| Skill suggestions | ✓ | ✓ | ✓ |
| Workflow suggestions | Limited | ✓ | ✓ |
| Priority modes | - | ✓ | ✓ |
| Custom patterns | - | - | ✓ |
Best Practices
Provide Rich Context
More context leads to better suggestions:
- Bad: "Help with auth"
- Good: "Setting up authentication for a Next.js app with Google and GitHub social login, using Prisma for the database"
Act on Suggestions
Follow through on recommendations:
1. Get suggestions for your task
2. Invoke the recommended agent
3. Apply the suggested skills
4. Follow the suggested workflow
Iterate
Refine suggestions as you work:
1. Initial: "Building user management"
→ Suggestions for user CRUD
2. Refined: "Building user management with roles and permissions"
→ More specific suggestions for RBAC
Integration with Other Tools
Suggestions often lead to other tools:
bootspring_suggest
↓
bootspring_agent (invoke suggested agent)
↓
bootspring_skill (apply suggested skill)
↓
bootspring_quality (verify implementation)
Related Tools
- bootspring_analyze - Deep analysis for suggestions
- bootspring_agent - Invoke suggested agents
- bootspring_skill - Apply suggested skills
- bootspring_assist - Natural language assistance