Context Hub is a repository and command-line tool that supplies coding agents with curated, versioned documentation and skills in markdown form. It is for agents that need accurate API information across tasks, and the catalogue entries provide skills for searching, fetching, and improving that context.
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 agentmods add skills/andrewyng/context-hub/riverpodnpx skills add andrewyng/context-hub --skill riverpodgit clone --depth 1 https://github.com/andrewyng/context-hubWrote 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/andrewyng/context-hub/riverpod)<a href="https://agentmods.dev/skills/andrewyng/context-hub/riverpod"><img src="https://agentmods.dev/badge/skills/andrewyng/context-hub/riverpod.svg" alt="Measured on agentmods" 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 | $0.00036 | $0.01030 |
| Opus 5 | $0.00018 | $0.00515 |
| Sonnet 5 | $0.00007 | $0.00206 |
| Haiku 4.5 | $0.00004 | $0.00103 |
Grade A, and why
riverpod 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 7d 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 — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Flutter Riverpod State Management
Use this skill when building Flutter state management with riverpod and flutter_riverpod.
Core Rule
- Use
Providerfor read-only values and dependency wiring. - Use
StateProviderfor small mutable state. - Use
FutureProviderfor one-shot async loading. - Use
StreamProviderfor reactive streams. - Use
NotifierorAsyncNotifierfor feature state that needs mutation methods. - Use
autoDisposefor short-lived state. - Use
familywhen provider output depends on an argument. - Use
flutter_riverpodin Flutter apps. - If you use
flutter_riverpod, you usually do not addriverpodseparately because the Flutter package brings it in transitively. - Current stable line is Riverpod 3.x (
riverpod3.2.1,flutter_riverpod3.3.1).
Decision Guide
Choose Riverpod when:
- you want provider-based dependency injection and reactive state in one model
- state should be derived from other providers
- async data is a major part of the feature
- test overrides and scoped state matter
- you want fewer classes than a Bloc-heavy approach
Choose a different pattern when:
- the feature is a tiny local state toggle and a simple widget would be enough
- the logic is better expressed as an explicit event machine
Required Project Setup
For Dart-only code:
- add
riverpod
For Flutter UI code:
- add
flutter_riverpod - wrap the app in
ProviderScope - use
ConsumerWidget,Consumer, orConsumerStatefulWidgetwhererefis needed
If code generation is used:
- add
riverpod_annotation - add
riverpod_generator - add
build_runner
Implementation Pattern
Prefer this structure:
- providers own state, dependencies, and derived values
- repositories and APIs stay outside widgets
- UI reads state with
ref.watch - UI performs imperative reads with
ref.read - container-level overrides are used for tests, demos, and environment-specific wiring
Keep providers small and composable. Keep state immutable unless the provider type is specifically meant for mutation. Keep feature logic in providers or notifiers, not in widgets.
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.
- 7d ago First seen · 121 lines · 36 tokens per session scan A 44b1988db4ed
riverpod is a skill published in the GitHub repository andrewyng/context-hub (13,961 stars, last pushed 3mo ago), licensed MIT. It adds 36 tokens to every session and 1,030 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
orca-emulator-android
Control an Android emulator / device from inside Orca using the orca CLI. Use for listing/booting AVDs, taps, swipes, typing, hardware buttons (incl. Back and Recents), rotation, app install/launch, runtime permissions, the accessibility tree, and logcat — driving a real adb-connected device or emulator.…
android-tombstone-symbolication
Symbolicate the .NET runtime frames in an Android tombstone file. Extracts BuildIds and PC offsets from the native backtrace, downloads debug symbols from the Microsoft symbol server, and runs llvm-symbolizer to produce function names with source file and line numbers. USE FOR triaging a .NET MAUI or Mono Android app…
dogfood
Systematically explore and test a mobile app on iOS/Android with agent-device to find bugs, UX issues, and other problems. Use when asked to dogfood, QA, exploratory test, find issues, bug hunt, or test this app on mobile.
winapp-maui
Package and sign .NET MAUI Windows apps with winapp, resolving the resizetizer manifest dependency. Use when packaging or signing a .NET MAUI Windows app, building a MAUI MSIX or signed unpackaged build in CI, or fixing 'manifest contains unresolved placeholders ($placeholder$)' errors from winapp package.
apple-search-ads
When the user wants to set up, optimize, or scale Apple Search Ads (ASA) campaigns — including keyword bidding, match types, campaign structure, Creative Product Sets, CPP routing, and ROAS optimization. Use when the user mentions "Apple Search Ads", "ASA", "Search Ads", "Search tab ads", "Today tab ads", "CPT"…
android-pentest
安卓应用渗透测试 — APK分析、Hook、自动化测试、运行态驱动、签名恢复、抓包分析.