remix-v2-data-flow-review

remix-v2-data-flow-review is a skill for Claude Code from existential-birds/beagle. It costs 57 tokens per session (2,477 once invoked), scanned A, original, Apache-2.0.

A code-review guide for Remix v2 loaders and actions. Loaders read data for a route, while actions handle submitted changes on the server.

In plain words
What is it for?
Use it to review route loaders, actions, form results, redirects, validation, pending states, revalidation rules, and deferred data consumers.
Why use it?
It finds unvalidated input, changes incorrectly placed in loaders, exposed server-only fields, outdated APIs, missing parameter checks, and incorrect refresh behaviour. This reduces data-flow and security mistakes.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the beagle-react plugin — 27 skills shipped together

Good fit Use it to review route loaders, actions, form results, redirects, validation, pending states, revalidation rules, and deferred data consumers.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/existential-birds/beagle/remix-v2-data-flow-review
Install

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.

Any agent
npx skills add existential-birds/beagle --skill remix-v2-data-flow-review
Clone the repo
git clone --depth 1 https://github.com/existential-birds/beagle

Made for: Claude Code.

Or install beagle-react, the plugin that ships this one along with the rest of its 27 skills.

Wrote 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.

agentmods badge for remix-v2-data-flow-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/existential-birds/beagle/remix-v2-data-flow-review/github.svg)](https://agentmods.dev/skills/existential-birds/beagle/remix-v2-data-flow-review)
Your own site
<a href="https://agentmods.dev/skills/existential-birds/beagle/remix-v2-data-flow-review"><img src="https://agentmods.dev/badge/skills/existential-birds/beagle/remix-v2-data-flow-review/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.

agentmods 80×15 button for remix-v2-data-flow-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/existential-birds/beagle/remix-v2-data-flow-review"><img src="https://agentmods.dev/badge/skills/existential-birds/beagle/remix-v2-data-flow-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,477 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00057 $0.02477
Opus 5.5 $0.00023 $0.00991
Sonnet 5.5 $0.00011 $0.00495
Haiku 4.5 $0.00006 $0.00248

Measured 1mo ago against content hash 5faa1772e24c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

remix-v2-data-flow-review 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.

plugins/beagle-react/skills/remix-v2-data-flow-review/SKILL.md · 112 lines

How it starts

The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Remix v2 Data Flow Code Review

Targets TypeScript route modules importing from @remix-run/*. See remix-v2-data-flow for canonical patterns.

Scope

  • In scope: route modules under app/routes/ exporting loader, action, shouldRevalidate, or headers; components that consume useLoaderData, useActionData, useNavigation, useFetcher, useRevalidator, <Await>.
  • Out of scope: form ergonomics (<Form> markup, accessibility, useFetcher UI patterns) → covered by remix-v2-forms-review. Route module conventions, file naming, nested routing, error boundary placement → covered by remix-v2-routing-review.
  • Imports expected: @remix-run/node (or @remix-run/cloudflare / @remix-run/deno) for server utilities; @remix-run/react for hooks and components.

Quick Reference

Issue Type Reference
Mutations in loader, missing validation, leaked server fields, throwing primitives, missing param checks references/loaders.md
Unvalidated FormData, json instead of redirect on success, missing error case, leaked actionData references/actions.md
useTransition v1 holdover, missing pending state, blanket shouldRevalidate: false, misused useRevalidator references/revalidation.md
defer for already-fast data, missing <Suspense>, no errorElement on <Await>, awaiting what should stream references/defer-await.md

Review Checklist

  • Data needed for first render is in loader, not useEffect
  • Loaders only read; writes live in action
  • request.formData() results are validated (zod/valibot/invariant) before use
  • Loader/action return values are projected DTOs — no password hashes, tokens, or internal_* fields
  • useLoaderData<typeof loader>() uses the type annotation form (not as Foo)
  • 404 / auth short-circuits throw a Response (or json/redirect), never a plain Error or string
  • Successful action returns redirect(...) (PRG); validation failures return json({ errors }, { status: 400 })
  • Action handles both success and error branches; no silent return null
  • params.foo is checked with invariant / zod before use
  • Pending UI reads useNavigation() / fetcher.state — no useTransition
  • formMethod comparisons use UPPERCASE ("POST", not "post")
  • shouldRevalidate returns defaultShouldRevalidate by default; opt-outs are narrow and justified
  • defer() is used only when at least one promise streams (no await before passing it)
  • Every <Await> is wrapped in <Suspense> and has an errorElement
  • useRevalidator().revalidate() is reserved for focus/polling/SSE — not called immediately after a <Form> post or fetcher.submit (Remix already revalidates).

Read the full file on GitHub · 112 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 1mo ago First seen · 112 lines · 57 tokens per session scan A 5faa1772e24c

Subscribe to this mod's changes

remix-v2-data-flow-review is a skill published in the GitHub repository existential-birds/beagle (82 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 57 tokens to every session and 2,477 once invoked, about $0.0002 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 2026-09-16.

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