flutter-pre-caching

flutter-pre-caching is a skill for Claude Code from evanca/flutter-ai-rules. It costs 36 tokens per session (4,499 once invoked), scanned A, original, MIT.

Guidance for preloading fonts, images, animations, local data, and initial API data in Flutter apps, including Flutter Web. Flutter is a toolkit for building applications from one codebase.

In plain words
What is it for?
It helps decide what to load before display and provides Flutter examples for preparing fonts and other content likely to appear soon.
Why use it?
It helps prevent visible loading delays, blank states, font changes, and stuttering during the first screens.

Skill for Claude Code

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

Part of the flutter-ai-skills plugin — 36 skills shipped together

Good fit It helps decide what to load before display and provides Flutter examples for preparing fonts and other content likely to appear soon.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/evanca/flutter-ai-rules/flutter-pre-caching
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 evanca/flutter-ai-rules --skill flutter-pre-caching
Clone the repo
git clone --depth 1 https://github.com/evanca/flutter-ai-rules

Made for: Claude Code.

Or install flutter-ai-skills, the plugin that ships this one along with the rest of its 36 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 flutter-pre-caching

README.md
[![agentmods](https://agentmods.dev/badge/skills/evanca/flutter-ai-rules/flutter-pre-caching/github.svg)](https://agentmods.dev/skills/evanca/flutter-ai-rules/flutter-pre-caching)
Your own site
<a href="https://agentmods.dev/skills/evanca/flutter-ai-rules/flutter-pre-caching"><img src="https://agentmods.dev/badge/skills/evanca/flutter-ai-rules/flutter-pre-caching/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 flutter-pre-caching

Your own site · 80×15
<a href="https://agentmods.dev/skills/evanca/flutter-ai-rules/flutter-pre-caching"><img src="https://agentmods.dev/badge/skills/evanca/flutter-ai-rules/flutter-pre-caching.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,499 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 953
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 957
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
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 $0.00036 $0.04499
Opus 5.5 $0.00014 $0.01800
Sonnet 5.5 $0.00007 $0.00900
Haiku 4.5 $0.00004 $0.00450

Measured 1mo ago against content hash e720b987554a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

flutter-pre-caching 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.

skills/flutter-pre-caching/SKILL.md · 962 lines

How it starts

The opening of the file, as written. The whole thing — 962 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Pre-caching in Flutter and Flutter Web

Pre-caching helps avoid jank, loading flashes, font swaps, and delayed first renders.

The key rule:

Pre-cache only what the user will likely see in the next 1 to 2 screens.

Do not pre-cache the whole app. That can slow startup and waste memory.


1. Google Fonts

Runtime Google Fonts preloading

Use GoogleFonts.pendingFonts() to load the font variants before showing text.

import 'package:flutter/material.dart';
import 'package:google_fonts/google_fonts.dart';

class ExampleSimple extends StatefulWidget {
  const ExampleSimple({super.key});

  @override
  State<ExampleSimple> createState() => _ExampleSimpleState();
}

class _ExampleSimpleState extends State<ExampleSimple> {
  late final Future<List<void>> googleFontsPending;

  @override
  void initState() {
    super.initState();

    googleFontsPending = GoogleFonts.pendingFonts([
      GoogleFonts.poppins(),
      GoogleFonts.montserrat(fontStyle: FontStyle.italic),
    ]);
  }

  @override
  Widget build(BuildContext context) {
    final pushButtonTextStyle = GoogleFonts.poppins(
      textStyle: Theme.of(context).textTheme.headlineMedium,
    );

    final counterTextStyle = GoogleFonts.montserrat(
      fontStyle: FontStyle.italic,
      textStyle: Theme.of(context).textTheme.displayLarge,
    );

    return FutureBuilder<List<void>>(
      future: googleFontsPending,
      builder: (context, snapshot) {
        if (snapshot.connectionState != ConnectionState.done) {
          return const SizedBox();
        }

        return Column(
          mainAxisAlignment: MainAxisAlignment.center,
          children: [
            Text(
              'You have pushed the button this many times:',
              style: pushButtonTextStyle,
            ),
            Text(
              '0',
              style: counterTextStyle,
            ),
          ],
        );
      },
    );
  }
}

Production recommendation

For production and offline support, prefer bundling critical fonts as assets.

Read the full file on GitHub · 962 lines

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 · 962 lines · 36 tokens per session scan A e720b987554a

Subscribe to this mod's changes

flutter-pre-caching is a skill published in the GitHub repository evanca/flutter-ai-rules (653 stars, last pushed 10d ago), licensed MIT. It adds 36 tokens to every session and 4,499 once invoked, about $0.0001 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 2026-08-30.

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