Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/perniemann/pnCorenpx agentmods add skills/perniemann/pncore/pn-backend-scaffoldingWrote 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/skills/perniemann/pncore/pn-backend-scaffolding)<a href="https://agentmods.dev/skills/perniemann/pncore/pn-backend-scaffolding"><img src="https://agentmods.dev/badge/skills/perniemann/pncore/pn-backend-scaffolding/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/perniemann/pncore/pn-backend-scaffolding"><img src="https://agentmods.dev/badge/skills/perniemann/pncore/pn-backend-scaffolding.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00075 | $0.01287 |
| Opus 5.5 | $0.00030 | $0.00515 |
| Sonnet 5.5 | $0.00015 | $0.00257 |
| Haiku 4.5 | $0.00007 | $0.00129 |
Grade A, and why
pn-backend-scaffolding 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 187 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Backend scaffolding
When to use
- Adding a new API route, handler, or endpoint.
- Creating a new backend module, service, or domain.
- Setting up a new Node backend project from scratch.
- Adding a new resource to an existing API.
Folder structure
Prefer domain-driven layout over technical-layer layout:
# Domain-driven (preferred)
src/
users/
users.router.ts # Express/Fastify route definitions
users.service.ts # Business logic
users.schema.ts # Zod validation schemas
users.types.ts # TypeScript types for this domain
orders/
orders.router.ts
orders.service.ts
orders.schema.ts
shared/
db.ts # DB connection/pool
errors.ts # AppError class, error codes
middleware/
authenticate.ts
errorHandler.ts
index.ts # App entry point
vs. technical-layer (avoid for anything beyond a toy project):
# Avoid at scale
controllers/
models/
routes/
services/
Express scaffold
// src/users/users.router.ts
import { Router } from "express";
import { authenticate } from "../shared/middleware/authenticate.js";
import { asyncHandler } from "../shared/middleware/asyncHandler.js";
import { CreateUserSchema } from "./users.schema.js";
import { createUser, getUserById } from "./users.service.js";
export const usersRouter = Router();
usersRouter.post(
"/",
authenticate,
asyncHandler(async (req, res) => {
const body = CreateUserSchema.parse(req.body); // throws on validation fail
const user = await createUser(body);
res.status(201).json({ data: user });
})
);
usersRouter.get(
"/:id",
authenticate,
asyncHandler(async (req, res) => {
const user = await getUserById(Number(req.params.id), req.user.id);
res.json({ data: user });
})
);
// src/shared/middleware/asyncHandler.ts
import type { Request, Response, NextFunction, RequestHandler } from "express";
export function asyncHandler(
fn: (req: Request, res: Response, next: NextFunction) => Promise<unknown>
): RequestHandler {
return (req, res, next) => fn(req, res, next).catch(next);
}
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.
- 1mo ago First seen · 187 lines · 75 tokens per session scan A 25e0a7a9a125
pn-backend-scaffolding is a skill published in the GitHub repository perniemann/pnCore (0 stars, last pushed 4d ago), licensed MIT. It adds 75 tokens to every session and 1,287 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-03.
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