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 skills add smicolon/ai-kit --skill start-patternsgit clone --depth 1 https://github.com/smicolon/ai-kitWrote 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/smicolon/ai-kit/start-patterns)<a href="https://agentmods.dev/skills/smicolon/ai-kit/start-patterns"><img src="https://agentmods.dev/badge/skills/smicolon/ai-kit/start-patterns/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/smicolon/ai-kit/start-patterns"><img src="https://agentmods.dev/badge/skills/smicolon/ai-kit/start-patterns.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 | $0.00037 | $0.00789 |
| Opus 5 | $0.00018 | $0.00394 |
| Sonnet 5 | $0.00007 | $0.00158 |
| Haiku 4.5 | $0.00004 | $0.00079 |
Grade A, and why
start-patterns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TanStack Start Full-Stack Patterns
Patterns for building full-stack SSR and streaming React applications using TanStack Start (powered by TanStack Router).
1. Architecture Overview
TanStack Start turns TanStack Router into a full-stack framework with:
- Server Functions (
createServerFn): Type-safe RPC between client and server without manual fetch endpoints. - SSR & Streaming: Instant HTML shells with streamed data loaders.
- Nitro Engine Deployment: Deploy to Cloudflare Workers, Vercel, Node, Bun, or Netlify with zero code changes.
app/
├── routes/
│ ├── __root.tsx # HTML document shell (Head, Scripts, Outlet)
│ ├── index.tsx # Home page
│ └── posts.$id.tsx # Loader with server function
├── router.tsx # Router factory for SSR hydration
├── client.tsx # Client hydration entrypoint
└── ssr.tsx # Server rendering entrypoint
2. Server Functions (createServerFn)
Server functions run purely on the server and are callable directly from loaders, mutations, or React components:
// app/features/users/server.ts
import { createServerFn } from '@tanstack/start'
import { z } from 'zod'
import { db } from '@/server/db'
export const getUserServerFn = createServerFn({ method: 'GET' })
.validator((id: string) => z.string().uuid().parse(id))
.handler(async ({ data: id }) => {
const user = await db.user.findUnique({ where: { id } })
if (!user) throw new Error('User not found')
return user
})
export const updateUserNameServerFn = createServerFn({ method: 'POST' })
.validator((payload: { id: string; name: string }) =>
z.object({ id: z.string(), name: z.string().min(2) }).parse(payload)
)
.handler(async ({ data }) => {
return await db.user.update({
where: { id: data.id },
data: { name: data.name },
})
})
3. Route Loader Integration
Call server functions seamlessly inside route loaders:
// app/routes/users.$userId.tsx
import { createFileRoute } from '@tanstack/react-router'
import { getUserServerFn } from '@/features/users/server'
export const Route = createFileRoute('/users/$userId')({
loader: async ({ params }) => {
return await getUserServerFn({ data: params.userId })
},
component: UserProfilePage,
})
function UserProfilePage() {
const user = Route.useLoaderData()
return <div><h1>{user.name}</h1></div>
}
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.
- 4d ago First seen · 105 lines · 37 tokens per session scan A 58ae348ce8b1
start-patterns is a skill published in the GitHub repository smicolon/ai-kit (6 stars, last pushed 5d ago), licensed MIT. It adds 37 tokens to every session and 789 once invoked, about $0.0002 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 2026-09-04.
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