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 evanca/flutter-ai-rules --skill flutter-pre-cachinggit clone --depth 1 https://github.com/evanca/flutter-ai-rulesWrote 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/evanca/flutter-ai-rules/flutter-pre-caching)<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.
<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>- NVIDIA SkillSpector warn
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.
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 | $0.00036 | $0.04499 |
| Opus 5.5 | $0.00014 | $0.01800 |
| Sonnet 5.5 | $0.00007 | $0.00900 |
| Haiku 4.5 | $0.00004 | $0.00450 |
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.
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.
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 · 962 lines · 36 tokens per session scan A e720b987554a
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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