bootspring_agent | Bootspring Docs

Invoke specialized expert agents for domain-specific guidance and implementation help.

Overview#

bootspring_agent loads a specialized agent profile and provides expert-level guidance tailored to that domain. Each agent has deep knowledge in specific areas like frontend development, database design, security, or business strategy.

Parameters#

Parameter	Type	Required	Description
`agent`	string	Yes	Agent name (e.g., "frontend-expert")
`task`	string	Yes	The task or question for the agent
`context`	string	No	Additional context
`outputFormat`	string	No	"guidance", "code", "review", "plan"
`includeExamples`	boolean	No	Include code examples (default: true)
`verbosity`	string	No	"brief", "normal", "detailed"

Usage Examples#

Basic Invocation#

Use the bootspring_agent tool with agent="frontend-expert" and
task="Create a responsive sidebar navigation"

With Context#

Use bootspring_agent with agent="database-expert",
task="Optimize this query", and context="Query takes 3 seconds
to return 1000 users with their orders"

Specific Output Format#

Use bootspring_agent with agent="security-expert",
task="Review the authentication flow", and outputFormat="review"

Code-Only Output#

Use bootspring_agent with agent="backend-expert",
task="Create a rate limiter middleware", and outputFormat="code"

Available Agents#

Technical Agents (Free Tier)#

Agent	Expertise
`frontend-expert`	React, Next.js, Vue, CSS, accessibility
`backend-expert`	Node.js, APIs, server architecture
`database-expert`	SQL, Prisma, MongoDB, schema design
`api-expert`	REST, GraphQL, tRPC, OpenAPI
`testing-expert`	Vitest, Jest, Playwright, TDD
`security-expert`	OWASP, auth, encryption, auditing
`performance-expert`	Caching, optimization, profiling
`devops-expert`	CI/CD, Docker, Kubernetes
`ui-ux-expert`	Design systems, accessibility, UX
`architecture-expert`	System design, patterns, scalability
`code-review-expert`	Best practices, refactoring, quality
`vercel-expert`	Vercel deployment, Edge functions

Platform Agents (Free Tier)#

Agent	Expertise
`auth-expert`	JWT, Auth.js, Auth0, sessions
`payment-expert`	Stripe, subscriptions, billing
`email-expert`	Resend, SendGrid, templates
`ai-integration-expert`	LLMs, embeddings, RAG
`monitoring-expert`	Sentry, logging, APM
`data-modeling-expert`	ERD, normalization, schemas
`railway-expert`	Railway deployment
`mobile-expert`	React Native, Flutter
`infrastructure-expert`	AWS, GCP, Azure

Business Agents (Pro Tier)#

Agent	Expertise
`business-strategy-expert`	Strategy, positioning, GTM
`growth-expert`	PLG, retention, metrics
`financial-expert`	Modeling, projections
`fundraising-expert`	Pitch decks, investors
`legal-expert`	Contracts, compliance
`marketing-expert`	SEO, content, campaigns
`sales-expert`	B2B sales, negotiations
`product-expert`	Roadmapping, prioritization
`operations-expert`	Process, scaling
`competitive-analysis-expert`	Market research
`content-expert`	Technical writing
`research-expert`	Technology evaluation

Enterprise Agents (Team Tier)#

Agent	Expertise
`investor-relations-expert`	Board management
`partnerships-expert`	Strategic partnerships
`private-equity-expert`	M&A, due diligence

Response Format#

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Examples#

Frontend Expert#

Request:

Use bootspring_agent with agent="frontend-expert" and
task="Create an accessible dropdown menu with keyboard navigation"

Response includes:

Complete React component with TypeScript
Keyboard navigation (arrow keys, escape, enter)
ARIA attributes for screen readers
Focus management
Tailwind CSS styling

Database Expert#

Request:

Use bootspring_agent with agent="database-expert" and
task="Design a schema for a multi-tenant SaaS with row-level security"

Response includes:

Prisma schema with tenant isolation
Row-level security patterns
Index recommendations
Query patterns for tenant filtering

Security Expert (Review Mode)#

Request:

Use bootspring_agent with agent="security-expert",
task="Review this login endpoint", and outputFormat="review"

Response includes:

Security findings categorized by severity
Specific code fixes
OWASP compliance check
Recommendations for improvement

Agent Selection Guide#

Scenario	Recommended Agent
Building React/Next.js components	frontend-expert
Creating API endpoints	backend-expert, api-expert
Designing database schemas	database-expert
Setting up CI/CD pipelines	devops-expert
Security review or auth	security-expert
Writing tests	testing-expert
Performance issues	performance-expert
Mobile development	mobile-expert
Design systems, accessibility	ui-ux-expert
High-level architecture	architecture-expert
Code quality review	code-review-expert
Vercel deployment	vercel-expert
Stripe/payments	payment-expert
Email systems	email-expert
AI/ML integration	ai-integration-expert

Agent Chaining#

Chain multiple agents for complex tasks:

1. Use bootspring_agent with agent="architecture-expert"
   task="Plan the authentication system"

2. Use bootspring_agent with agent="database-expert"
   task="Design the user and session schema"

3. Use bootspring_agent with agent="backend-expert"
   task="Implement the auth endpoints"

4. Use bootspring_agent with agent="frontend-expert"
   task="Build the login and signup forms"

5. Use bootspring_agent with agent="security-expert"
   task="Review the implementation"

6. Use bootspring_agent with agent="testing-expert"
   task="Write tests for the auth system"

Configuration#

Custom Agent Instructions#

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Enable/Disable Agents#

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Error Handling#

Error	Cause	Solution
`AGENT_NOT_FOUND`	Invalid agent name	Check `bootspring agent list`
`AGENT_TIER_REQUIRED`	Agent requires higher tier	Upgrade to Pro or Team
`TASK_REQUIRED`	No task provided	Include task parameter
`CONTEXT_TOO_LARGE`	Context exceeds limit	Reduce context size

Best Practices#

1. Be Specific#

Instead of:

Use frontend-expert to help with the form

Try:

Use frontend-expert to create a multi-step checkout form with
Stripe Elements, address validation, and proper error handling

2. Provide Context#

Include relevant details:

Use database-expert with context="We have 1M users and need to
query by email frequently" to design the user schema

3. Use the Right Output Format#

guidance - Explanations and recommendations
code - Primarily code with comments
review - Security/code review format
plan - Step-by-step implementation plan

4. Chain for Complex Tasks#

Don't try to do everything with one agent. Break complex tasks into steps using multiple specialized agents.

bootspring_assist - General assistance
bootspring_skill - Code patterns
bootspring_orchestrator - Workflow automation
bootspring_quality - Quality checks