.NET Skills is an AI coding plugin that provides skills and specialized guidance for professional .NET development, covering areas such as C#, Akka.NET, Aspire, Entity Framework Core, testing, and performance. .NET developers use it with coding assistants to apply production-oriented patterns while building and maintaining applications. The catalogue contains the plugin’s skills, agents, and instructions.
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 Aaronontheweb/dotnet-skills --skill r3-reactive-extensionsgit clone --depth 1 https://github.com/Aaronontheweb/dotnet-skillsWrote 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/aaronontheweb/dotnet-skills/r3-reactive-extensions)<a href="https://agentmods.dev/skills/aaronontheweb/dotnet-skills/r3-reactive-extensions"><img src="https://agentmods.dev/badge/skills/aaronontheweb/dotnet-skills/r3-reactive-extensions/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/aaronontheweb/dotnet-skills/r3-reactive-extensions"><img src="https://agentmods.dev/badge/skills/aaronontheweb/dotnet-skills/r3-reactive-extensions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00080 | $0.03290 |
| Opus 5 | $0.00040 | $0.01645 |
| Sonnet 5 | $0.00016 | $0.00658 |
| Haiku 4.5 | $0.00008 | $0.00329 |
Grade A, and why
r3-reactive-extensions 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 12d 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 — 276 lines — stays where its author put it; the contents beside it link to each section on GitHub.
R3: Modern Reactive Extensions for .NET
R3 is Cysharp's ground-up reimplementation of Reactive
Extensions — "the new future of dotnet/reactive and UniRx." It keeps the LINQ-over-events
programming model but rebuilds the core types, error contract, and scheduler to fix
long-standing problems in System.Reactive (Rx.NET). Use this skill when composing event
streams, UI input, timers, or push-based pipelines in C#.
Canonical sources (link to these from code and docs):
- Repository: https://github.com/Cysharp/R3
- README (full operator reference): https://github.com/Cysharp/R3/blob/main/README.md
- Author's design rationale: https://neuecc.medium.com/r3-a-new-modern-reimplementation-of-reactive-extensions-for-c-cf29abcc5826
When to Use This Skill
Use this skill when:
- Composing events over time — UI input, sensor/feed updates, websocket messages, domain events
- You need operators like debounce, throttle, merge, combine-latest, distinct-until-changed
- Building MVVM state with
ReactiveProperty/BindableReactiveProperty - Bridging push-based streams with
Task/asyncandIAsyncEnumerable - Migrating from
System.Reactive, UniRx, orIObservable<T>code - You hit Rx pain points: subscriptions dying on exceptions, scheduler overhead, or leak hunting
Not the right tool for: request/response I/O (use async/await), bounded producer/consumer
with backpressure (use System.Threading.Channels), or server-side stream processing with
batching/backpressure (use Akka.NET Streams). R3, like all Rx, is push-based with no
backpressure. See the csharp-concurrency-patterns skill for choosing between these.
Reference Files
- rx-net-differences.md: Every meaningful difference vs System.Reactive (Rx.NET) — the new core types, the error model, operator renames, dropped APIs, the scheduler swap, and a migration checklist.
- async-and-integration-patterns.md: Common patterns — async dispatch with
AwaitOperation,Taskintegration,IAsyncEnumerableround-tripping,ReactiveProperty/MVVM, subjects, and subscription lifecycle. - scheduling-and-concurrency.md: How R3 handles concurrent updates (the threading contract,
Synchronize,ObserveOn),TimeProvidervsFrameProvider, when each is necessary, and deterministic testing with fake providers.
What ships with it
3 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.
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.
- 12d ago First seen · 276 lines · 80 tokens per session scan A 38964c2ecf14
r3-reactive-extensions is a skill published in the GitHub repository Aaronontheweb/dotnet-skills (1,152 stars, last pushed yesterday), licensed MIT. It adds 80 tokens to every session and 3,290 once invoked, about $0.0004 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 2026-08-30.
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