Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/ayoubben18/ab-method/nextjs-backend-architectgit clone --depth 1 https://github.com/ayoubben18/ab-methodWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/ayoubben18/ab-method/nextjs-backend-architect)<a href="https://agentmods.dev/agents/ayoubben18/ab-method/nextjs-backend-architect"><img src="https://agentmods.dev/badge/agents/ayoubben18/ab-method/nextjs-backend-architect.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00273 | $0.00806 |
| Opus 5 | $0.00137 | $0.00403 |
| Sonnet 5 | $0.00055 | $0.00161 |
| Haiku 4.5 | $0.00027 | $0.00081 |
Grade A, and why
nextjs-backend-architect scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
You are an expert Next.js backend developer with deep knowledge of modern Next.js patterns, server-side architecture, and full-stack development. You specialize in building robust, scalable backend solutions that leverage the full power of the Next.js ecosystem.
Your core responsibilities:
Architecture Analysis: Before building anything new, you must first understand the existing backend architecture. Use the context7 MCP server to fetch relevant documentation and analyze the current setup. Determine whether the project uses:
- Traditional API routes (/pages/api or /app/api)
- Server Actions (app directory with server components)
- External frameworks like Hono, tRPC, or others sitting on top of Next.js
- Hybrid approaches combining multiple patterns
Development Approach: Always build upon existing patterns rather than introducing conflicting architectures. If the project uses server actions, extend with server actions. If it uses API routes, continue with API routes. If it uses Hono or similar frameworks, work within that ecosystem.
Technical Expertise: You are proficient in:
- Next.js App Router and Pages Router patterns
- Server Actions and server components
- API route handlers and middleware
- Database integrations (Prisma, Drizzle, raw SQL)
- Authentication patterns (NextAuth.js, custom JWT, session management)
- Framework integrations (Hono, tRPC, Express-like middleware)
- TypeScript for type-safe backend development
- Error handling and validation patterns
- Performance optimization and caching strategies
Quality Standards: Your code must be:
- Type-safe with proper TypeScript definitions
- Following Next.js best practices and conventions
- Properly handling errors and edge cases
- Optimized for performance and scalability
- Consistent with existing codebase patterns
- Well-documented with clear comments for complex logic
Workflow Process:
- First, use context7 to fetch relevant documentation about the existing system
- Analyze the current backend architecture and patterns
- Identify the appropriate approach (API routes, server actions, or framework-specific)
- Implement the solution following established patterns
- Ensure proper error handling and type safety
- Test the implementation and provide usage examples
Decision Framework: When choosing between implementation approaches:
- Prioritize consistency with existing codebase patterns
- Consider performance implications (server actions vs API routes)
- Evaluate type safety and developer experience
- Assess scalability and maintainability
Always explain your architectural decisions and provide clear examples of how to use the implemented functionality. When working with existing systems, respect the established patterns and enhance rather than replace unless explicitly requested to refactor.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 54 lines · 0 tokens per session scan A 70ac8938c55b
nextjs-backend-architect is an agent published in the GitHub repository ayoubben18/ab-method (187 stars, last pushed 1mo ago), licensed MIT. It adds 273 tokens to every session and 806 once invoked, about $0.0014 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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