diff --git a/.agents/skills/frontend-design/LICENSE.txt b/.agents/skills/frontend-design/LICENSE.txt
new file mode 100644
index 0000000..f433b1a
--- /dev/null
+++ b/.agents/skills/frontend-design/LICENSE.txt
@@ -0,0 +1,177 @@
+
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
+ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+ 1. Definitions.
+
+ "License" shall mean the terms and conditions for use, reproduction,
+ and distribution as defined by Sections 1 through 9 of this document.
+
+ "Licensor" shall mean the copyright owner or entity authorized by
+ the copyright owner that is granting the License.
+
+ "Legal Entity" shall mean the union of the acting entity and all
+ other entities that control, are controlled by, or are under common
+ control with that entity. For the purposes of this definition,
+ "control" means (i) the power, direct or indirect, to cause the
+ direction or management of such entity, whether by contract or
+ otherwise, or (ii) ownership of fifty percent (50%) or more of the
+ outstanding shares, or (iii) beneficial ownership of such entity.
+
+ "You" (or "Your") shall mean an individual or Legal Entity
+ exercising permissions granted by this License.
+
+ "Source" form shall mean the preferred form for making modifications,
+ including but not limited to software source code, documentation
+ source, and configuration files.
+
+ "Object" form shall mean any form resulting from mechanical
+ transformation or translation of a Source form, including but
+ not limited to compiled object code, generated documentation,
+ and conversions to other media types.
+
+ "Work" shall mean the work of authorship, whether in Source or
+ Object form, made available under the License, as indicated by a
+ copyright notice that is included in or attached to the work
+ (an example is provided in the Appendix below).
+
+ "Derivative Works" shall mean any work, whether in Source or Object
+ form, that is based on (or derived from) the Work and for which the
+ editorial revisions, annotations, elaborations, or other modifications
+ represent, as a whole, an original work of authorship. For the purposes
+ of this License, Derivative Works shall not include works that remain
+ separable from, or merely link (or bind by name) to the interfaces of,
+ the Work and Derivative Works thereof.
+
+ "Contribution" shall mean any work of authorship, including
+ the original version of the Work and any modifications or additions
+ to that Work or Derivative Works thereof, that is intentionally
+ submitted to Licensor for inclusion in the Work by the copyright owner
+ or by an individual or Legal Entity authorized to submit on behalf of
+ the copyright owner. For the purposes of this definition, "submitted"
+ means any form of electronic, verbal, or written communication sent
+ to the Licensor or its representatives, including but not limited to
+ communication on electronic mailing lists, source code control systems,
+ and issue tracking systems that are managed by, or on behalf of, the
+ Licensor for the purpose of discussing and improving the Work, but
+ excluding communication that is conspicuously marked or otherwise
+ designated in writing by the copyright owner as "Not a Contribution."
+
+ "Contributor" shall mean Licensor and any individual or Legal Entity
+ on behalf of whom a Contribution has been received by Licensor and
+ subsequently incorporated within the Work.
+
+ 2. Grant of Copyright License. Subject to the terms and conditions of
+ this License, each Contributor hereby grants to You a perpetual,
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+ copyright license to reproduce, prepare Derivative Works of,
+ publicly display, publicly perform, sublicense, and distribute the
+ Work and such Derivative Works in Source or Object form.
+
+ 3. Grant of Patent License. Subject to the terms and conditions of
+ this License, each Contributor hereby grants to You a perpetual,
+ worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+ (except as stated in this section) patent license to make, have made,
+ use, offer to sell, sell, import, and otherwise transfer the Work,
+ where such license applies only to those patent claims licensable
+ by such Contributor that are necessarily infringed by their
+ Contribution(s) alone or by combination of their Contribution(s)
+ with the Work to which such Contribution(s) was submitted. If You
+ institute patent litigation against any entity (including a
+ cross-claim or counterclaim in a lawsuit) alleging that the Work
+ or a Contribution incorporated within the Work constitutes direct
+ or contributory patent infringement, then any patent licenses
+ granted to You under this License for that Work shall terminate
+ as of the date such litigation is filed.
+
+ 4. Redistribution. You may reproduce and distribute copies of the
+ Work or Derivative Works thereof in any medium, with or without
+ modifications, and in Source or Object form, provided that You
+ meet the following conditions:
+
+ (a) You must give any other recipients of the Work or
+ Derivative Works a copy of this License; and
+
+ (b) You must cause any modified files to carry prominent notices
+ stating that You changed the files; and
+
+ (c) You must retain, in the Source form of any Derivative Works
+ that You distribute, all copyright, patent, trademark, and
+ attribution notices from the Source form of the Work,
+ excluding those notices that do not pertain to any part of
+ the Derivative Works; and
+
+ (d) If the Work includes a "NOTICE" text file as part of its
+ distribution, then any Derivative Works that You distribute must
+ include a readable copy of the attribution notices contained
+ within such NOTICE file, excluding those notices that do not
+ pertain to any part of the Derivative Works, in at least one
+ of the following places: within a NOTICE text file distributed
+ as part of the Derivative Works; within the Source form or
+ documentation, if provided along with the Derivative Works; or,
+ within a display generated by the Derivative Works, if and
+ wherever such third-party notices normally appear. The contents
+ of the NOTICE file are for informational purposes only and
+ do not modify the License. You may add Your own attribution
+ notices within Derivative Works that You distribute, alongside
+ or as an addendum to the NOTICE text from the Work, provided
+ that such additional attribution notices cannot be construed
+ as modifying the License.
+
+ You may add Your own copyright statement to Your modifications and
+ may provide additional or different license terms and conditions
+ for use, reproduction, or distribution of Your modifications, or
+ for any such Derivative Works as a whole, provided Your use,
+ reproduction, and distribution of the Work otherwise complies with
+ the conditions stated in this License.
+
+ 5. Submission of Contributions. Unless You explicitly state otherwise,
+ any Contribution intentionally submitted for inclusion in the Work
+ by You to the Licensor shall be under the terms and conditions of
+ this License, without any additional terms or conditions.
+ Notwithstanding the above, nothing herein shall supersede or modify
+ the terms of any separate license agreement you may have executed
+ with Licensor regarding such Contributions.
+
+ 6. Trademarks. This License does not grant permission to use the trade
+ names, trademarks, service marks, or product names of the Licensor,
+ except as required for reasonable and customary use in describing the
+ origin of the Work and reproducing the content of the NOTICE file.
+
+ 7. Disclaimer of Warranty. Unless required by applicable law or
+ agreed to in writing, Licensor provides the Work (and each
+ Contributor provides its Contributions) on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+ implied, including, without limitation, any warranties or conditions
+ of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+ PARTICULAR PURPOSE. You are solely responsible for determining the
+ appropriateness of using or redistributing the Work and assume any
+ risks associated with Your exercise of permissions under this License.
+
+ 8. Limitation of Liability. In no event and under no legal theory,
+ whether in tort (including negligence), contract, or otherwise,
+ unless required by applicable law (such as deliberate and grossly
+ negligent acts) or agreed to in writing, shall any Contributor be
+ liable to You for damages, including any direct, indirect, special,
+ incidental, or consequential damages of any character arising as a
+ result of this License or out of the use or inability to use the
+ Work (including but not limited to damages for loss of goodwill,
+ work stoppage, computer failure or malfunction, or any and all
+ other commercial damages or losses), even if such Contributor
+ has been advised of the possibility of such damages.
+
+ 9. Accepting Warranty or Additional Liability. While redistributing
+ the Work or Derivative Works thereof, You may choose to offer,
+ and charge a fee for, acceptance of support, warranty, indemnity,
+ or other liability obligations and/or rights consistent with this
+ License. However, in accepting such obligations, You may act only
+ on Your own behalf and on Your sole responsibility, not on behalf
+ of any other Contributor, and only if You agree to indemnify,
+ defend, and hold each Contributor harmless for any liability
+ incurred by, or claims asserted against, such Contributor by reason
+ of your accepting any such warranty or additional liability.
+
+ END OF TERMS AND CONDITIONS
diff --git a/.agents/skills/frontend-design/SKILL.md b/.agents/skills/frontend-design/SKILL.md
new file mode 100644
index 0000000..5be498e
--- /dev/null
+++ b/.agents/skills/frontend-design/SKILL.md
@@ -0,0 +1,42 @@
+---
+name: frontend-design
+description: Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
+license: Complete terms in LICENSE.txt
+---
+
+This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.
+
+The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints.
+
+## Design Thinking
+
+Before coding, understand the context and commit to a BOLD aesthetic direction:
+- **Purpose**: What problem does this interface solve? Who uses it?
+- **Tone**: Pick an extreme: brutally minimal, maximalist chaos, retro-futuristic, organic/natural, luxury/refined, playful/toy-like, editorial/magazine, brutalist/raw, art deco/geometric, soft/pastel, industrial/utilitarian, etc. There are so many flavors to choose from. Use these for inspiration but design one that is true to the aesthetic direction.
+- **Constraints**: Technical requirements (framework, performance, accessibility).
+- **Differentiation**: What makes this UNFORGETTABLE? What's the one thing someone will remember?
+
+**CRITICAL**: Choose a clear conceptual direction and execute it with precision. Bold maximalism and refined minimalism both work - the key is intentionality, not intensity.
+
+Then implement working code (HTML/CSS/JS, React, Vue, etc.) that is:
+- Production-grade and functional
+- Visually striking and memorable
+- Cohesive with a clear aesthetic point-of-view
+- Meticulously refined in every detail
+
+## Frontend Aesthetics Guidelines
+
+Focus on:
+- **Typography**: Choose fonts that are beautiful, unique, and interesting. Avoid generic fonts like Arial and Inter; opt instead for distinctive choices that elevate the frontend's aesthetics; unexpected, characterful font choices. Pair a distinctive display font with a refined body font.
+- **Color & Theme**: Commit to a cohesive aesthetic. Use CSS variables for consistency. Dominant colors with sharp accents outperform timid, evenly-distributed palettes.
+- **Motion**: Use animations for effects and micro-interactions. Prioritize CSS-only solutions for HTML. Use Motion library for React when available. Focus on high-impact moments: one well-orchestrated page load with staggered reveals (animation-delay) creates more delight than scattered micro-interactions. Use scroll-triggering and hover states that surprise.
+- **Spatial Composition**: Unexpected layouts. Asymmetry. Overlap. Diagonal flow. Grid-breaking elements. Generous negative space OR controlled density.
+- **Backgrounds & Visual Details**: Create atmosphere and depth rather than defaulting to solid colors. Add contextual effects and textures that match the overall aesthetic. Apply creative forms like gradient meshes, noise textures, geometric patterns, layered transparencies, dramatic shadows, decorative borders, custom cursors, and grain overlays.
+
+NEVER use generic AI-generated aesthetics like overused font families (Inter, Roboto, Arial, system fonts), cliched color schemes (particularly purple gradients on white backgrounds), predictable layouts and component patterns, and cookie-cutter design that lacks context-specific character.
+
+Interpret creatively and make unexpected choices that feel genuinely designed for the context. No design should be the same. Vary between light and dark themes, different fonts, different aesthetics. NEVER converge on common choices (Space Grotesk, for example) across generations.
+
+**IMPORTANT**: Match implementation complexity to the aesthetic vision. Maximalist designs need elaborate code with extensive animations and effects. Minimalist or refined designs need restraint, precision, and careful attention to spacing, typography, and subtle details. Elegance comes from executing the vision well.
+
+Remember: Claude is capable of extraordinary creative work. Don't hold back, show what can truly be created when thinking outside the box and committing fully to a distinctive vision.
diff --git a/.agents/skills/vercel-react-best-practices/AGENTS.md b/.agents/skills/vercel-react-best-practices/AGENTS.md
new file mode 100644
index 0000000..db951ab
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/AGENTS.md
@@ -0,0 +1,2934 @@
+# React Best Practices
+
+**Version 1.0.0**
+Vercel Engineering
+January 2026
+
+> **Note:**
+> This document is mainly for agents and LLMs to follow when maintaining,
+> generating, or refactoring React and Next.js codebases. Humans
+> may also find it useful, but guidance here is optimized for automation
+> and consistency by AI-assisted workflows.
+
+---
+
+## Abstract
+
+Comprehensive performance optimization guide for React and Next.js applications, designed for AI agents and LLMs. Contains 40+ rules across 8 categories, prioritized by impact from critical (eliminating waterfalls, reducing bundle size) to incremental (advanced patterns). Each rule includes detailed explanations, real-world examples comparing incorrect vs. correct implementations, and specific impact metrics to guide automated refactoring and code generation.
+
+---
+
+## Table of Contents
+
+1. [Eliminating Waterfalls](#1-eliminating-waterfalls) — **CRITICAL**
+ - 1.1 [Defer Await Until Needed](#11-defer-await-until-needed)
+ - 1.2 [Dependency-Based Parallelization](#12-dependency-based-parallelization)
+ - 1.3 [Prevent Waterfall Chains in API Routes](#13-prevent-waterfall-chains-in-api-routes)
+ - 1.4 [Promise.all() for Independent Operations](#14-promiseall-for-independent-operations)
+ - 1.5 [Strategic Suspense Boundaries](#15-strategic-suspense-boundaries)
+2. [Bundle Size Optimization](#2-bundle-size-optimization) — **CRITICAL**
+ - 2.1 [Avoid Barrel File Imports](#21-avoid-barrel-file-imports)
+ - 2.2 [Conditional Module Loading](#22-conditional-module-loading)
+ - 2.3 [Defer Non-Critical Third-Party Libraries](#23-defer-non-critical-third-party-libraries)
+ - 2.4 [Dynamic Imports for Heavy Components](#24-dynamic-imports-for-heavy-components)
+ - 2.5 [Preload Based on User Intent](#25-preload-based-on-user-intent)
+3. [Server-Side Performance](#3-server-side-performance) — **HIGH**
+ - 3.1 [Authenticate Server Actions Like API Routes](#31-authenticate-server-actions-like-api-routes)
+ - 3.2 [Avoid Duplicate Serialization in RSC Props](#32-avoid-duplicate-serialization-in-rsc-props)
+ - 3.3 [Cross-Request LRU Caching](#33-cross-request-lru-caching)
+ - 3.4 [Minimize Serialization at RSC Boundaries](#34-minimize-serialization-at-rsc-boundaries)
+ - 3.5 [Parallel Data Fetching with Component Composition](#35-parallel-data-fetching-with-component-composition)
+ - 3.6 [Per-Request Deduplication with React.cache()](#36-per-request-deduplication-with-reactcache)
+ - 3.7 [Use after() for Non-Blocking Operations](#37-use-after-for-non-blocking-operations)
+4. [Client-Side Data Fetching](#4-client-side-data-fetching) — **MEDIUM-HIGH**
+ - 4.1 [Deduplicate Global Event Listeners](#41-deduplicate-global-event-listeners)
+ - 4.2 [Use Passive Event Listeners for Scrolling Performance](#42-use-passive-event-listeners-for-scrolling-performance)
+ - 4.3 [Use SWR for Automatic Deduplication](#43-use-swr-for-automatic-deduplication)
+ - 4.4 [Version and Minimize localStorage Data](#44-version-and-minimize-localstorage-data)
+5. [Re-render Optimization](#5-re-render-optimization) — **MEDIUM**
+ - 5.1 [Calculate Derived State During Rendering](#51-calculate-derived-state-during-rendering)
+ - 5.2 [Defer State Reads to Usage Point](#52-defer-state-reads-to-usage-point)
+ - 5.3 [Do not wrap a simple expression with a primitive result type in useMemo](#53-do-not-wrap-a-simple-expression-with-a-primitive-result-type-in-usememo)
+ - 5.4 [Extract Default Non-primitive Parameter Value from Memoized Component to Constant](#54-extract-default-non-primitive-parameter-value-from-memoized-component-to-constant)
+ - 5.5 [Extract to Memoized Components](#55-extract-to-memoized-components)
+ - 5.6 [Narrow Effect Dependencies](#56-narrow-effect-dependencies)
+ - 5.7 [Put Interaction Logic in Event Handlers](#57-put-interaction-logic-in-event-handlers)
+ - 5.8 [Subscribe to Derived State](#58-subscribe-to-derived-state)
+ - 5.9 [Use Functional setState Updates](#59-use-functional-setstate-updates)
+ - 5.10 [Use Lazy State Initialization](#510-use-lazy-state-initialization)
+ - 5.11 [Use Transitions for Non-Urgent Updates](#511-use-transitions-for-non-urgent-updates)
+ - 5.12 [Use useRef for Transient Values](#512-use-useref-for-transient-values)
+6. [Rendering Performance](#6-rendering-performance) — **MEDIUM**
+ - 6.1 [Animate SVG Wrapper Instead of SVG Element](#61-animate-svg-wrapper-instead-of-svg-element)
+ - 6.2 [CSS content-visibility for Long Lists](#62-css-content-visibility-for-long-lists)
+ - 6.3 [Hoist Static JSX Elements](#63-hoist-static-jsx-elements)
+ - 6.4 [Optimize SVG Precision](#64-optimize-svg-precision)
+ - 6.5 [Prevent Hydration Mismatch Without Flickering](#65-prevent-hydration-mismatch-without-flickering)
+ - 6.6 [Suppress Expected Hydration Mismatches](#66-suppress-expected-hydration-mismatches)
+ - 6.7 [Use Activity Component for Show/Hide](#67-use-activity-component-for-showhide)
+ - 6.8 [Use Explicit Conditional Rendering](#68-use-explicit-conditional-rendering)
+ - 6.9 [Use useTransition Over Manual Loading States](#69-use-usetransition-over-manual-loading-states)
+7. [JavaScript Performance](#7-javascript-performance) — **LOW-MEDIUM**
+ - 7.1 [Avoid Layout Thrashing](#71-avoid-layout-thrashing)
+ - 7.2 [Build Index Maps for Repeated Lookups](#72-build-index-maps-for-repeated-lookups)
+ - 7.3 [Cache Property Access in Loops](#73-cache-property-access-in-loops)
+ - 7.4 [Cache Repeated Function Calls](#74-cache-repeated-function-calls)
+ - 7.5 [Cache Storage API Calls](#75-cache-storage-api-calls)
+ - 7.6 [Combine Multiple Array Iterations](#76-combine-multiple-array-iterations)
+ - 7.7 [Early Length Check for Array Comparisons](#77-early-length-check-for-array-comparisons)
+ - 7.8 [Early Return from Functions](#78-early-return-from-functions)
+ - 7.9 [Hoist RegExp Creation](#79-hoist-regexp-creation)
+ - 7.10 [Use Loop for Min/Max Instead of Sort](#710-use-loop-for-minmax-instead-of-sort)
+ - 7.11 [Use Set/Map for O(1) Lookups](#711-use-setmap-for-o1-lookups)
+ - 7.12 [Use toSorted() Instead of sort() for Immutability](#712-use-tosorted-instead-of-sort-for-immutability)
+8. [Advanced Patterns](#8-advanced-patterns) — **LOW**
+ - 8.1 [Initialize App Once, Not Per Mount](#81-initialize-app-once-not-per-mount)
+ - 8.2 [Store Event Handlers in Refs](#82-store-event-handlers-in-refs)
+ - 8.3 [useEffectEvent for Stable Callback Refs](#83-useeffectevent-for-stable-callback-refs)
+
+---
+
+## 1. Eliminating Waterfalls
+
+**Impact: CRITICAL**
+
+Waterfalls are the #1 performance killer. Each sequential await adds full network latency. Eliminating them yields the largest gains.
+
+### 1.1 Defer Await Until Needed
+
+**Impact: HIGH (avoids blocking unused code paths)**
+
+Move `await` operations into the branches where they're actually used to avoid blocking code paths that don't need them.
+
+**Incorrect: blocks both branches**
+
+```typescript
+async function handleRequest(userId: string, skipProcessing: boolean) {
+ const userData = await fetchUserData(userId)
+
+ if (skipProcessing) {
+ // Returns immediately but still waited for userData
+ return { skipped: true }
+ }
+
+ // Only this branch uses userData
+ return processUserData(userData)
+}
+```
+
+**Correct: only blocks when needed**
+
+```typescript
+async function handleRequest(userId: string, skipProcessing: boolean) {
+ if (skipProcessing) {
+ // Returns immediately without waiting
+ return { skipped: true }
+ }
+
+ // Fetch only when needed
+ const userData = await fetchUserData(userId)
+ return processUserData(userData)
+}
+```
+
+**Another example: early return optimization**
+
+```typescript
+// Incorrect: always fetches permissions
+async function updateResource(resourceId: string, userId: string) {
+ const permissions = await fetchPermissions(userId)
+ const resource = await getResource(resourceId)
+
+ if (!resource) {
+ return { error: 'Not found' }
+ }
+
+ if (!permissions.canEdit) {
+ return { error: 'Forbidden' }
+ }
+
+ return await updateResourceData(resource, permissions)
+}
+
+// Correct: fetches only when needed
+async function updateResource(resourceId: string, userId: string) {
+ const resource = await getResource(resourceId)
+
+ if (!resource) {
+ return { error: 'Not found' }
+ }
+
+ const permissions = await fetchPermissions(userId)
+
+ if (!permissions.canEdit) {
+ return { error: 'Forbidden' }
+ }
+
+ return await updateResourceData(resource, permissions)
+}
+```
+
+This optimization is especially valuable when the skipped branch is frequently taken, or when the deferred operation is expensive.
+
+### 1.2 Dependency-Based Parallelization
+
+**Impact: CRITICAL (2-10× improvement)**
+
+For operations with partial dependencies, use `better-all` to maximize parallelism. It automatically starts each task at the earliest possible moment.
+
+**Incorrect: profile waits for config unnecessarily**
+
+```typescript
+const [user, config] = await Promise.all([
+ fetchUser(),
+ fetchConfig()
+])
+const profile = await fetchProfile(user.id)
+```
+
+**Correct: config and profile run in parallel**
+
+```typescript
+import { all } from 'better-all'
+
+const { user, config, profile } = await all({
+ async user() { return fetchUser() },
+ async config() { return fetchConfig() },
+ async profile() {
+ return fetchProfile((await this.$.user).id)
+ }
+})
+```
+
+**Alternative without extra dependencies:**
+
+```typescript
+const userPromise = fetchUser()
+const profilePromise = userPromise.then(user => fetchProfile(user.id))
+
+const [user, config, profile] = await Promise.all([
+ userPromise,
+ fetchConfig(),
+ profilePromise
+])
+```
+
+We can also create all the promises first, and do `Promise.all()` at the end.
+
+Reference: [https://github.com/shuding/better-all](https://github.com/shuding/better-all)
+
+### 1.3 Prevent Waterfall Chains in API Routes
+
+**Impact: CRITICAL (2-10× improvement)**
+
+In API routes and Server Actions, start independent operations immediately, even if you don't await them yet.
+
+**Incorrect: config waits for auth, data waits for both**
+
+```typescript
+export async function GET(request: Request) {
+ const session = await auth()
+ const config = await fetchConfig()
+ const data = await fetchData(session.user.id)
+ return Response.json({ data, config })
+}
+```
+
+**Correct: auth and config start immediately**
+
+```typescript
+export async function GET(request: Request) {
+ const sessionPromise = auth()
+ const configPromise = fetchConfig()
+ const session = await sessionPromise
+ const [config, data] = await Promise.all([
+ configPromise,
+ fetchData(session.user.id)
+ ])
+ return Response.json({ data, config })
+}
+```
+
+For operations with more complex dependency chains, use `better-all` to automatically maximize parallelism (see Dependency-Based Parallelization).
+
+### 1.4 Promise.all() for Independent Operations
+
+**Impact: CRITICAL (2-10× improvement)**
+
+When async operations have no interdependencies, execute them concurrently using `Promise.all()`.
+
+**Incorrect: sequential execution, 3 round trips**
+
+```typescript
+const user = await fetchUser()
+const posts = await fetchPosts()
+const comments = await fetchComments()
+```
+
+**Correct: parallel execution, 1 round trip**
+
+```typescript
+const [user, posts, comments] = await Promise.all([
+ fetchUser(),
+ fetchPosts(),
+ fetchComments()
+])
+```
+
+### 1.5 Strategic Suspense Boundaries
+
+**Impact: HIGH (faster initial paint)**
+
+Instead of awaiting data in async components before returning JSX, use Suspense boundaries to show the wrapper UI faster while data loads.
+
+**Incorrect: wrapper blocked by data fetching**
+
+```tsx
+async function Page() {
+ const data = await fetchData() // Blocks entire page
+
+ return (
+
+
Sidebar
+
Header
+
+
+
+
Footer
+
+ )
+}
+```
+
+The entire layout waits for data even though only the middle section needs it.
+
+**Correct: wrapper shows immediately, data streams in**
+
+```tsx
+function Page() {
+ return (
+
+
Sidebar
+
Header
+
+ }>
+
+
+
+
Footer
+
+ )
+}
+
+async function DataDisplay() {
+ const data = await fetchData() // Only blocks this component
+ return
{data.content}
+}
+```
+
+Sidebar, Header, and Footer render immediately. Only DataDisplay waits for data.
+
+**Alternative: share promise across components**
+
+```tsx
+function Page() {
+ // Start fetch immediately, but don't await
+ const dataPromise = fetchData()
+
+ return (
+
+}
+```
+
+Reference: [https://react.dev/learn/you-might-not-need-an-effect](https://react.dev/learn/you-might-not-need-an-effect)
+
+### 5.2 Defer State Reads to Usage Point
+
+**Impact: MEDIUM (avoids unnecessary subscriptions)**
+
+Don't subscribe to dynamic state (searchParams, localStorage) if you only read it inside callbacks.
+
+**Incorrect: subscribes to all searchParams changes**
+
+```tsx
+function ShareButton({ chatId }: { chatId: string }) {
+ const searchParams = useSearchParams()
+
+ const handleShare = () => {
+ const ref = searchParams.get('ref')
+ shareChat(chatId, { ref })
+ }
+
+ return
+}
+```
+
+**Correct: reads on demand, no subscription**
+
+```tsx
+function ShareButton({ chatId }: { chatId: string }) {
+ const handleShare = () => {
+ const params = new URLSearchParams(window.location.search)
+ const ref = params.get('ref')
+ shareChat(chatId, { ref })
+ }
+
+ return
+}
+```
+
+### 5.3 Do not wrap a simple expression with a primitive result type in useMemo
+
+**Impact: LOW-MEDIUM (wasted computation on every render)**
+
+When an expression is simple (few logical or arithmetical operators) and has a primitive result type (boolean, number, string), do not wrap it in `useMemo`.
+
+Calling `useMemo` and comparing hook dependencies may consume more resources than the expression itself.
+
+**Incorrect:**
+
+```tsx
+function Header({ user, notifications }: Props) {
+ const isLoading = useMemo(() => {
+ return user.isLoading || notifications.isLoading
+ }, [user.isLoading, notifications.isLoading])
+
+ if (isLoading) return
+ // return some markup
+}
+```
+
+**Correct:**
+
+```tsx
+function Header({ user, notifications }: Props) {
+ const isLoading = user.isLoading || notifications.isLoading
+
+ if (isLoading) return
+ // return some markup
+}
+```
+
+### 5.4 Extract Default Non-primitive Parameter Value from Memoized Component to Constant
+
+**Impact: MEDIUM (restores memoization by using a constant for default value)**
+
+When memoized component has a default value for some non-primitive optional parameter, such as an array, function, or object, calling the component without that parameter results in broken memoization. This is because new value instances are created on every rerender, and they do not pass strict equality comparison in `memo()`.
+
+To address this issue, extract the default value into a constant.
+
+**Incorrect: `onClick` has different values on every rerender**
+
+```tsx
+const UserAvatar = memo(function UserAvatar({ onClick = () => {} }: { onClick?: () => void }) {
+ // ...
+})
+
+// Used without optional onClick
+
+```
+
+**Correct: stable default value**
+
+```tsx
+const NOOP = () => {};
+
+const UserAvatar = memo(function UserAvatar({ onClick = NOOP }: { onClick?: () => void }) {
+ // ...
+})
+
+// Used without optional onClick
+
+```
+
+### 5.5 Extract to Memoized Components
+
+**Impact: MEDIUM (enables early returns)**
+
+Extract expensive work into memoized components to enable early returns before computation.
+
+**Incorrect: computes avatar even when loading**
+
+```tsx
+function Profile({ user, loading }: Props) {
+ const avatar = useMemo(() => {
+ const id = computeAvatarId(user)
+ return
+ }, [user])
+
+ if (loading) return
+ return
{avatar}
+}
+```
+
+**Correct: skips computation when loading**
+
+```tsx
+const UserAvatar = memo(function UserAvatar({ user }: { user: User }) {
+ const id = useMemo(() => computeAvatarId(user), [user])
+ return
+})
+
+function Profile({ user, loading }: Props) {
+ if (loading) return
+ return (
+
+
+
+ )
+}
+```
+
+**Note:** If your project has [React Compiler](https://react.dev/learn/react-compiler) enabled, manual memoization with `memo()` and `useMemo()` is not necessary. The compiler automatically optimizes re-renders.
+
+### 5.6 Narrow Effect Dependencies
+
+**Impact: LOW (minimizes effect re-runs)**
+
+Specify primitive dependencies instead of objects to minimize effect re-runs.
+
+**Incorrect: re-runs on any user field change**
+
+```tsx
+useEffect(() => {
+ console.log(user.id)
+}, [user])
+```
+
+**Correct: re-runs only when id changes**
+
+```tsx
+useEffect(() => {
+ console.log(user.id)
+}, [user.id])
+```
+
+**For derived state, compute outside effect:**
+
+```tsx
+// Incorrect: runs on width=767, 766, 765...
+useEffect(() => {
+ if (width < 768) {
+ enableMobileMode()
+ }
+}, [width])
+
+// Correct: runs only on boolean transition
+const isMobile = width < 768
+useEffect(() => {
+ if (isMobile) {
+ enableMobileMode()
+ }
+}, [isMobile])
+```
+
+### 5.7 Put Interaction Logic in Event Handlers
+
+**Impact: MEDIUM (avoids effect re-runs and duplicate side effects)**
+
+If a side effect is triggered by a specific user action (submit, click, drag), run it in that event handler. Do not model the action as state + effect; it makes effects re-run on unrelated changes and can duplicate the action.
+
+**Incorrect: event modeled as state + effect**
+
+```tsx
+function Form() {
+ const [submitted, setSubmitted] = useState(false)
+ const theme = useContext(ThemeContext)
+
+ useEffect(() => {
+ if (submitted) {
+ post('/api/register')
+ showToast('Registered', theme)
+ }
+ }, [submitted, theme])
+
+ return
+}
+```
+
+**Correct: do it in the handler**
+
+```tsx
+function Form() {
+ const theme = useContext(ThemeContext)
+
+ function handleSubmit() {
+ post('/api/register')
+ showToast('Registered', theme)
+ }
+
+ return
+}
+```
+
+Reference: [https://react.dev/learn/removing-effect-dependencies#should-this-code-move-to-an-event-handler](https://react.dev/learn/removing-effect-dependencies#should-this-code-move-to-an-event-handler)
+
+### 5.8 Subscribe to Derived State
+
+**Impact: MEDIUM (reduces re-render frequency)**
+
+Subscribe to derived boolean state instead of continuous values to reduce re-render frequency.
+
+**Incorrect: re-renders on every pixel change**
+
+```tsx
+function Sidebar() {
+ const width = useWindowWidth() // updates continuously
+ const isMobile = width < 768
+ return
+}
+```
+
+**Correct: re-renders only when boolean changes**
+
+```tsx
+function Sidebar() {
+ const isMobile = useMediaQuery('(max-width: 767px)')
+ return
+}
+```
+
+### 5.9 Use Functional setState Updates
+
+**Impact: MEDIUM (prevents stale closures and unnecessary callback recreations)**
+
+When updating state based on the current state value, use the functional update form of setState instead of directly referencing the state variable. This prevents stale closures, eliminates unnecessary dependencies, and creates stable callback references.
+
+**Incorrect: requires state as dependency**
+
+```tsx
+function TodoList() {
+ const [items, setItems] = useState(initialItems)
+
+ // Callback must depend on items, recreated on every items change
+ const addItems = useCallback((newItems: Item[]) => {
+ setItems([...items, ...newItems])
+ }, [items]) // ❌ items dependency causes recreations
+
+ // Risk of stale closure if dependency is forgotten
+ const removeItem = useCallback((id: string) => {
+ setItems(items.filter(item => item.id !== id))
+ }, []) // ❌ Missing items dependency - will use stale items!
+
+ return
+}
+```
+
+The first callback is recreated every time `items` changes, which can cause child components to re-render unnecessarily. The second callback has a stale closure bug—it will always reference the initial `items` value.
+
+**Correct: stable callbacks, no stale closures**
+
+```tsx
+function TodoList() {
+ const [items, setItems] = useState(initialItems)
+
+ // Stable callback, never recreated
+ const addItems = useCallback((newItems: Item[]) => {
+ setItems(curr => [...curr, ...newItems])
+ }, []) // ✅ No dependencies needed
+
+ // Always uses latest state, no stale closure risk
+ const removeItem = useCallback((id: string) => {
+ setItems(curr => curr.filter(item => item.id !== id))
+ }, []) // ✅ Safe and stable
+
+ return
+}
+```
+
+**Benefits:**
+
+1. **Stable callback references** - Callbacks don't need to be recreated when state changes
+
+2. **No stale closures** - Always operates on the latest state value
+
+3. **Fewer dependencies** - Simplifies dependency arrays and reduces memory leaks
+
+4. **Prevents bugs** - Eliminates the most common source of React closure bugs
+
+**When to use functional updates:**
+
+- Any setState that depends on the current state value
+
+- Inside useCallback/useMemo when state is needed
+
+- Event handlers that reference state
+
+- Async operations that update state
+
+**When direct updates are fine:**
+
+- Setting state to a static value: `setCount(0)`
+
+- Setting state from props/arguments only: `setName(newName)`
+
+- State doesn't depend on previous value
+
+**Note:** If your project has [React Compiler](https://react.dev/learn/react-compiler) enabled, the compiler can automatically optimize some cases, but functional updates are still recommended for correctness and to prevent stale closure bugs.
+
+### 5.10 Use Lazy State Initialization
+
+**Impact: MEDIUM (wasted computation on every render)**
+
+Pass a function to `useState` for expensive initial values. Without the function form, the initializer runs on every render even though the value is only used once.
+
+**Incorrect: runs on every render**
+
+```tsx
+function FilteredList({ items }: { items: Item[] }) {
+ // buildSearchIndex() runs on EVERY render, even after initialization
+ const [searchIndex, setSearchIndex] = useState(buildSearchIndex(items))
+ const [query, setQuery] = useState('')
+
+ // When query changes, buildSearchIndex runs again unnecessarily
+ return
+}
+
+function UserProfile() {
+ // JSON.parse runs on every render
+ const [settings, setSettings] = useState(
+ JSON.parse(localStorage.getItem('settings') || '{}')
+ )
+
+ return
+}
+```
+
+**Correct: runs only once**
+
+```tsx
+function FilteredList({ items }: { items: Item[] }) {
+ // buildSearchIndex() runs ONLY on initial render
+ const [searchIndex, setSearchIndex] = useState(() => buildSearchIndex(items))
+ const [query, setQuery] = useState('')
+
+ return
+}
+
+function UserProfile() {
+ // JSON.parse runs only on initial render
+ const [settings, setSettings] = useState(() => {
+ const stored = localStorage.getItem('settings')
+ return stored ? JSON.parse(stored) : {}
+ })
+
+ return
+}
+```
+
+Use lazy initialization when computing initial values from localStorage/sessionStorage, building data structures (indexes, maps), reading from the DOM, or performing heavy transformations.
+
+For simple primitives (`useState(0)`), direct references (`useState(props.value)`), or cheap literals (`useState({})`), the function form is unnecessary.
+
+### 5.11 Use Transitions for Non-Urgent Updates
+
+**Impact: MEDIUM (maintains UI responsiveness)**
+
+Mark frequent, non-urgent state updates as transitions to maintain UI responsiveness.
+
+**Incorrect: blocks UI on every scroll**
+
+```tsx
+function ScrollTracker() {
+ const [scrollY, setScrollY] = useState(0)
+ useEffect(() => {
+ const handler = () => setScrollY(window.scrollY)
+ window.addEventListener('scroll', handler, { passive: true })
+ return () => window.removeEventListener('scroll', handler)
+ }, [])
+}
+```
+
+**Correct: non-blocking updates**
+
+```tsx
+import { startTransition } from 'react'
+
+function ScrollTracker() {
+ const [scrollY, setScrollY] = useState(0)
+ useEffect(() => {
+ const handler = () => {
+ startTransition(() => setScrollY(window.scrollY))
+ }
+ window.addEventListener('scroll', handler, { passive: true })
+ return () => window.removeEventListener('scroll', handler)
+ }, [])
+}
+```
+
+### 5.12 Use useRef for Transient Values
+
+**Impact: MEDIUM (avoids unnecessary re-renders on frequent updates)**
+
+When a value changes frequently and you don't want a re-render on every update (e.g., mouse trackers, intervals, transient flags), store it in `useRef` instead of `useState`. Keep component state for UI; use refs for temporary DOM-adjacent values. Updating a ref does not trigger a re-render.
+
+**Incorrect: renders every update**
+
+```tsx
+function Tracker() {
+ const [lastX, setLastX] = useState(0)
+
+ useEffect(() => {
+ const onMove = (e: MouseEvent) => setLastX(e.clientX)
+ window.addEventListener('mousemove', onMove)
+ return () => window.removeEventListener('mousemove', onMove)
+ }, [])
+
+ return (
+
+ )
+}
+```
+
+**Correct: no re-render for tracking**
+
+```tsx
+function Tracker() {
+ const lastXRef = useRef(0)
+ const dotRef = useRef(null)
+
+ useEffect(() => {
+ const onMove = (e: MouseEvent) => {
+ lastXRef.current = e.clientX
+ const node = dotRef.current
+ if (node) {
+ node.style.transform = `translateX(${e.clientX}px)`
+ }
+ }
+ window.addEventListener('mousemove', onMove)
+ return () => window.removeEventListener('mousemove', onMove)
+ }, [])
+
+ return (
+
+ )
+}
+```
+
+---
+
+## 6. Rendering Performance
+
+**Impact: MEDIUM**
+
+Optimizing the rendering process reduces the work the browser needs to do.
+
+### 6.1 Animate SVG Wrapper Instead of SVG Element
+
+**Impact: LOW (enables hardware acceleration)**
+
+Many browsers don't have hardware acceleration for CSS3 animations on SVG elements. Wrap SVG in a `
+ )
+}
+```
+
+This is especially helpful for large and static SVG nodes, which can be expensive to recreate on every render.
+
+**Note:** If your project has [React Compiler](https://react.dev/learn/react-compiler) enabled, the compiler automatically hoists static JSX elements and optimizes component re-renders, making manual hoisting unnecessary.
+
+### 6.4 Optimize SVG Precision
+
+**Impact: LOW (reduces file size)**
+
+Reduce SVG coordinate precision to decrease file size. The optimal precision depends on the viewBox size, but in general reducing precision should be considered.
+
+**Incorrect: excessive precision**
+
+```svg
+
+```
+
+**Correct: 1 decimal place**
+
+```svg
+
+```
+
+**Automate with SVGO:**
+
+```bash
+npx svgo --precision=1 --multipass icon.svg
+```
+
+### 6.5 Prevent Hydration Mismatch Without Flickering
+
+**Impact: MEDIUM (avoids visual flicker and hydration errors)**
+
+When rendering content that depends on client-side storage (localStorage, cookies), avoid both SSR breakage and post-hydration flickering by injecting a synchronous script that updates the DOM before React hydrates.
+
+**Incorrect: breaks SSR**
+
+```tsx
+function ThemeWrapper({ children }: { children: ReactNode }) {
+ // localStorage is not available on server - throws error
+ const theme = localStorage.getItem('theme') || 'light'
+
+ return (
+
+ )
+}
+```
+
+Component first renders with default value (`light`), then updates after hydration, causing a visible flash of incorrect content.
+
+**Correct: no flicker, no hydration mismatch**
+
+```tsx
+function ThemeWrapper({ children }: { children: ReactNode }) {
+ return (
+ <>
+
+ {children}
+
+
+ >
+ )
+}
+```
+
+The inline script executes synchronously before showing the element, ensuring the DOM already has the correct value. No flickering, no hydration mismatch.
+
+This pattern is especially useful for theme toggles, user preferences, authentication states, and any client-only data that should render immediately without flashing default values.
+
+### 6.6 Suppress Expected Hydration Mismatches
+
+**Impact: LOW-MEDIUM (avoids noisy hydration warnings for known differences)**
+
+In SSR frameworks (e.g., Next.js), some values are intentionally different on server vs client (random IDs, dates, locale/timezone formatting). For these *expected* mismatches, wrap the dynamic text in an element with `suppressHydrationWarning` to prevent noisy warnings. Do not use this to hide real bugs. Don’t overuse it.
+
+**Incorrect: known mismatch warnings**
+
+```tsx
+function Timestamp() {
+ return {new Date().toLocaleString()}
+}
+```
+
+**Correct: suppress expected mismatch only**
+
+```tsx
+function Timestamp() {
+ return (
+
+ {new Date().toLocaleString()}
+
+ )
+}
+```
+
+### 6.7 Use Activity Component for Show/Hide
+
+**Impact: MEDIUM (preserves state/DOM)**
+
+Use React's `` to preserve state/DOM for expensive components that frequently toggle visibility.
+
+**Usage:**
+
+```tsx
+import { Activity } from 'react'
+
+function Dropdown({ isOpen }: Props) {
+ return (
+
+
+
+ )
+}
+```
+
+Avoids expensive re-renders and state loss.
+
+### 6.8 Use Explicit Conditional Rendering
+
+**Impact: LOW (prevents rendering 0 or NaN)**
+
+Use explicit ternary operators (`? :`) instead of `&&` for conditional rendering when the condition can be `0`, `NaN`, or other falsy values that render.
+
+**Incorrect: renders "0" when count is 0**
+
+```tsx
+function Badge({ count }: { count: number }) {
+ return (
+
+ {count && {count}}
+
+ )
+}
+
+// When count = 0, renders:
0
+// When count = 5, renders:
5
+```
+
+**Correct: renders nothing when count is 0**
+
+```tsx
+function Badge({ count }: { count: number }) {
+ return (
+
+ {count > 0 ? {count} : null}
+
+ )
+}
+
+// When count = 0, renders:
+// When count = 5, renders:
5
+```
+
+### 6.9 Use useTransition Over Manual Loading States
+
+**Impact: LOW (reduces re-renders and improves code clarity)**
+
+Use `useTransition` instead of manual `useState` for loading states. This provides built-in `isPending` state and automatically manages transitions.
+
+**Incorrect: manual loading state**
+
+```tsx
+function SearchResults() {
+ const [query, setQuery] = useState('')
+ const [results, setResults] = useState([])
+ const [isLoading, setIsLoading] = useState(false)
+
+ const handleSearch = async (value: string) => {
+ setIsLoading(true)
+ setQuery(value)
+ const data = await fetchResults(value)
+ setResults(data)
+ setIsLoading(false)
+ }
+
+ return (
+ <>
+ handleSearch(e.target.value)} />
+ {isLoading && }
+
+ >
+ )
+}
+```
+
+**Correct: useTransition with built-in pending state**
+
+```tsx
+import { useTransition, useState } from 'react'
+
+function SearchResults() {
+ const [query, setQuery] = useState('')
+ const [results, setResults] = useState([])
+ const [isPending, startTransition] = useTransition()
+
+ const handleSearch = (value: string) => {
+ setQuery(value) // Update input immediately
+
+ startTransition(async () => {
+ // Fetch and update results
+ const data = await fetchResults(value)
+ setResults(data)
+ })
+ }
+
+ return (
+ <>
+ handleSearch(e.target.value)} />
+ {isPending && }
+
+ >
+ )
+}
+```
+
+**Benefits:**
+
+- **Automatic pending state**: No need to manually manage `setIsLoading(true/false)`
+
+- **Error resilience**: Pending state correctly resets even if the transition throws
+
+- **Better responsiveness**: Keeps the UI responsive during updates
+
+- **Interrupt handling**: New transitions automatically cancel pending ones
+
+Reference: [https://react.dev/reference/react/useTransition](https://react.dev/reference/react/useTransition)
+
+---
+
+## 7. JavaScript Performance
+
+**Impact: LOW-MEDIUM**
+
+Micro-optimizations for hot paths can add up to meaningful improvements.
+
+### 7.1 Avoid Layout Thrashing
+
+**Impact: MEDIUM (prevents forced synchronous layouts and reduces performance bottlenecks)**
+
+Avoid interleaving style writes with layout reads. When you read a layout property (like `offsetWidth`, `getBoundingClientRect()`, or `getComputedStyle()`) between style changes, the browser is forced to trigger a synchronous reflow.
+
+**This is OK: browser batches style changes**
+
+```typescript
+function updateElementStyles(element: HTMLElement) {
+ // Each line invalidates style, but browser batches the recalculation
+ element.style.width = '100px'
+ element.style.height = '200px'
+ element.style.backgroundColor = 'blue'
+ element.style.border = '1px solid black'
+}
+```
+
+**Incorrect: interleaved reads and writes force reflows**
+
+```typescript
+function layoutThrashing(element: HTMLElement) {
+ element.style.width = '100px'
+ const width = element.offsetWidth // Forces reflow
+ element.style.height = '200px'
+ const height = element.offsetHeight // Forces another reflow
+}
+```
+
+**Correct: batch writes, then read once**
+
+```typescript
+function updateElementStyles(element: HTMLElement) {
+ // Batch all writes together
+ element.style.width = '100px'
+ element.style.height = '200px'
+ element.style.backgroundColor = 'blue'
+ element.style.border = '1px solid black'
+
+ // Read after all writes are done (single reflow)
+ const { width, height } = element.getBoundingClientRect()
+}
+```
+
+**Correct: batch reads, then writes**
+
+```typescript
+function updateElementStyles(element: HTMLElement) {
+ element.classList.add('highlighted-box')
+
+ const { width, height } = element.getBoundingClientRect()
+}
+```
+
+**Better: use CSS classes**
+
+**React example:**
+
+```tsx
+// Incorrect: interleaving style changes with layout queries
+function Box({ isHighlighted }: { isHighlighted: boolean }) {
+ const ref = useRef(null)
+
+ useEffect(() => {
+ if (ref.current && isHighlighted) {
+ ref.current.style.width = '100px'
+ const width = ref.current.offsetWidth // Forces layout
+ ref.current.style.height = '200px'
+ }
+ }, [isHighlighted])
+
+ return
+}
+```
+
+**Why this matters in React:**
+
+1. Props/state mutations break React's immutability model - React expects props and state to be treated as read-only
+
+2. Causes stale closure bugs - Mutating arrays inside closures (callbacks, effects) can lead to unexpected behavior
+
+**Browser support: fallback for older browsers**
+
+```typescript
+// Fallback for older browsers
+const sorted = [...items].sort((a, b) => a.value - b.value)
+```
+
+`.toSorted()` is available in all modern browsers (Chrome 110+, Safari 16+, Firefox 115+, Node.js 20+). For older environments, use spread operator:
+
+**Other immutable array methods:**
+
+- `.toSorted()` - immutable sort
+
+- `.toReversed()` - immutable reverse
+
+- `.toSpliced()` - immutable splice
+
+- `.with()` - immutable element replacement
+
+---
+
+## 8. Advanced Patterns
+
+**Impact: LOW**
+
+Advanced patterns for specific cases that require careful implementation.
+
+### 8.1 Initialize App Once, Not Per Mount
+
+**Impact: LOW-MEDIUM (avoids duplicate init in development)**
+
+Do not put app-wide initialization that must run once per app load inside `useEffect([])` of a component. Components can remount and effects will re-run. Use a module-level guard or top-level init in the entry module instead.
+
+**Incorrect: runs twice in dev, re-runs on remount**
+
+```tsx
+function Comp() {
+ useEffect(() => {
+ loadFromStorage()
+ checkAuthToken()
+ }, [])
+
+ // ...
+}
+```
+
+**Correct: once per app load**
+
+```tsx
+let didInit = false
+
+function Comp() {
+ useEffect(() => {
+ if (didInit) return
+ didInit = true
+ loadFromStorage()
+ checkAuthToken()
+ }, [])
+
+ // ...
+}
+```
+
+Reference: [https://react.dev/learn/you-might-not-need-an-effect#initializing-the-application](https://react.dev/learn/you-might-not-need-an-effect#initializing-the-application)
+
+### 8.2 Store Event Handlers in Refs
+
+**Impact: LOW (stable subscriptions)**
+
+Store callbacks in refs when used in effects that shouldn't re-subscribe on callback changes.
+
+**Incorrect: re-subscribes on every render**
+
+```tsx
+function useWindowEvent(event: string, handler: (e) => void) {
+ useEffect(() => {
+ window.addEventListener(event, handler)
+ return () => window.removeEventListener(event, handler)
+ }, [event, handler])
+}
+```
+
+**Correct: stable subscription**
+
+```tsx
+import { useEffectEvent } from 'react'
+
+function useWindowEvent(event: string, handler: (e) => void) {
+ const onEvent = useEffectEvent(handler)
+
+ useEffect(() => {
+ window.addEventListener(event, onEvent)
+ return () => window.removeEventListener(event, onEvent)
+ }, [event])
+}
+```
+
+**Alternative: use `useEffectEvent` if you're on latest React:**
+
+`useEffectEvent` provides a cleaner API for the same pattern: it creates a stable function reference that always calls the latest version of the handler.
+
+### 8.3 useEffectEvent for Stable Callback Refs
+
+**Impact: LOW (prevents effect re-runs)**
+
+Access latest values in callbacks without adding them to dependency arrays. Prevents effect re-runs while avoiding stale closures.
+
+**Incorrect: effect re-runs on every callback change**
+
+```tsx
+function SearchInput({ onSearch }: { onSearch: (q: string) => void }) {
+ const [query, setQuery] = useState('')
+
+ useEffect(() => {
+ const timeout = setTimeout(() => onSearch(query), 300)
+ return () => clearTimeout(timeout)
+ }, [query, onSearch])
+}
+```
+
+**Correct: using React's useEffectEvent**
+
+```tsx
+import { useEffectEvent } from 'react';
+
+function SearchInput({ onSearch }: { onSearch: (q: string) => void }) {
+ const [query, setQuery] = useState('')
+ const onSearchEvent = useEffectEvent(onSearch)
+
+ useEffect(() => {
+ const timeout = setTimeout(() => onSearchEvent(query), 300)
+ return () => clearTimeout(timeout)
+ }, [query])
+}
+```
+
+---
+
+## References
+
+1. [https://react.dev](https://react.dev)
+2. [https://nextjs.org](https://nextjs.org)
+3. [https://swr.vercel.app](https://swr.vercel.app)
+4. [https://github.com/shuding/better-all](https://github.com/shuding/better-all)
+5. [https://github.com/isaacs/node-lru-cache](https://github.com/isaacs/node-lru-cache)
+6. [https://vercel.com/blog/how-we-optimized-package-imports-in-next-js](https://vercel.com/blog/how-we-optimized-package-imports-in-next-js)
+7. [https://vercel.com/blog/how-we-made-the-vercel-dashboard-twice-as-fast](https://vercel.com/blog/how-we-made-the-vercel-dashboard-twice-as-fast)
diff --git a/.agents/skills/vercel-react-best-practices/SKILL.md b/.agents/skills/vercel-react-best-practices/SKILL.md
new file mode 100644
index 0000000..1ad7750
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/SKILL.md
@@ -0,0 +1,136 @@
+---
+name: vercel-react-best-practices
+description: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
+license: MIT
+metadata:
+ author: vercel
+ version: "1.0.0"
+---
+
+# Vercel React Best Practices
+
+Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 57 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.
+
+## When to Apply
+
+Reference these guidelines when:
+- Writing new React components or Next.js pages
+- Implementing data fetching (client or server-side)
+- Reviewing code for performance issues
+- Refactoring existing React/Next.js code
+- Optimizing bundle size or load times
+
+## Rule Categories by Priority
+
+| Priority | Category | Impact | Prefix |
+|----------|----------|--------|--------|
+| 1 | Eliminating Waterfalls | CRITICAL | `async-` |
+| 2 | Bundle Size Optimization | CRITICAL | `bundle-` |
+| 3 | Server-Side Performance | HIGH | `server-` |
+| 4 | Client-Side Data Fetching | MEDIUM-HIGH | `client-` |
+| 5 | Re-render Optimization | MEDIUM | `rerender-` |
+| 6 | Rendering Performance | MEDIUM | `rendering-` |
+| 7 | JavaScript Performance | LOW-MEDIUM | `js-` |
+| 8 | Advanced Patterns | LOW | `advanced-` |
+
+## Quick Reference
+
+### 1. Eliminating Waterfalls (CRITICAL)
+
+- `async-defer-await` - Move await into branches where actually used
+- `async-parallel` - Use Promise.all() for independent operations
+- `async-dependencies` - Use better-all for partial dependencies
+- `async-api-routes` - Start promises early, await late in API routes
+- `async-suspense-boundaries` - Use Suspense to stream content
+
+### 2. Bundle Size Optimization (CRITICAL)
+
+- `bundle-barrel-imports` - Import directly, avoid barrel files
+- `bundle-dynamic-imports` - Use next/dynamic for heavy components
+- `bundle-defer-third-party` - Load analytics/logging after hydration
+- `bundle-conditional` - Load modules only when feature is activated
+- `bundle-preload` - Preload on hover/focus for perceived speed
+
+### 3. Server-Side Performance (HIGH)
+
+- `server-auth-actions` - Authenticate server actions like API routes
+- `server-cache-react` - Use React.cache() for per-request deduplication
+- `server-cache-lru` - Use LRU cache for cross-request caching
+- `server-dedup-props` - Avoid duplicate serialization in RSC props
+- `server-serialization` - Minimize data passed to client components
+- `server-parallel-fetching` - Restructure components to parallelize fetches
+- `server-after-nonblocking` - Use after() for non-blocking operations
+
+### 4. Client-Side Data Fetching (MEDIUM-HIGH)
+
+- `client-swr-dedup` - Use SWR for automatic request deduplication
+- `client-event-listeners` - Deduplicate global event listeners
+- `client-passive-event-listeners` - Use passive listeners for scroll
+- `client-localstorage-schema` - Version and minimize localStorage data
+
+### 5. Re-render Optimization (MEDIUM)
+
+- `rerender-defer-reads` - Don't subscribe to state only used in callbacks
+- `rerender-memo` - Extract expensive work into memoized components
+- `rerender-memo-with-default-value` - Hoist default non-primitive props
+- `rerender-dependencies` - Use primitive dependencies in effects
+- `rerender-derived-state` - Subscribe to derived booleans, not raw values
+- `rerender-derived-state-no-effect` - Derive state during render, not effects
+- `rerender-functional-setstate` - Use functional setState for stable callbacks
+- `rerender-lazy-state-init` - Pass function to useState for expensive values
+- `rerender-simple-expression-in-memo` - Avoid memo for simple primitives
+- `rerender-move-effect-to-event` - Put interaction logic in event handlers
+- `rerender-transitions` - Use startTransition for non-urgent updates
+- `rerender-use-ref-transient-values` - Use refs for transient frequent values
+
+### 6. Rendering Performance (MEDIUM)
+
+- `rendering-animate-svg-wrapper` - Animate div wrapper, not SVG element
+- `rendering-content-visibility` - Use content-visibility for long lists
+- `rendering-hoist-jsx` - Extract static JSX outside components
+- `rendering-svg-precision` - Reduce SVG coordinate precision
+- `rendering-hydration-no-flicker` - Use inline script for client-only data
+- `rendering-hydration-suppress-warning` - Suppress expected mismatches
+- `rendering-activity` - Use Activity component for show/hide
+- `rendering-conditional-render` - Use ternary, not && for conditionals
+- `rendering-usetransition-loading` - Prefer useTransition for loading state
+
+### 7. JavaScript Performance (LOW-MEDIUM)
+
+- `js-batch-dom-css` - Group CSS changes via classes or cssText
+- `js-index-maps` - Build Map for repeated lookups
+- `js-cache-property-access` - Cache object properties in loops
+- `js-cache-function-results` - Cache function results in module-level Map
+- `js-cache-storage` - Cache localStorage/sessionStorage reads
+- `js-combine-iterations` - Combine multiple filter/map into one loop
+- `js-length-check-first` - Check array length before expensive comparison
+- `js-early-exit` - Return early from functions
+- `js-hoist-regexp` - Hoist RegExp creation outside loops
+- `js-min-max-loop` - Use loop for min/max instead of sort
+- `js-set-map-lookups` - Use Set/Map for O(1) lookups
+- `js-tosorted-immutable` - Use toSorted() for immutability
+
+### 8. Advanced Patterns (LOW)
+
+- `advanced-event-handler-refs` - Store event handlers in refs
+- `advanced-init-once` - Initialize app once per app load
+- `advanced-use-latest` - useLatest for stable callback refs
+
+## How to Use
+
+Read individual rule files for detailed explanations and code examples:
+
+```
+rules/async-parallel.md
+rules/bundle-barrel-imports.md
+```
+
+Each rule file contains:
+- Brief explanation of why it matters
+- Incorrect code example with explanation
+- Correct code example with explanation
+- Additional context and references
+
+## Full Compiled Document
+
+For the complete guide with all rules expanded: `AGENTS.md`
diff --git a/.agents/skills/vercel-react-best-practices/rules/advanced-event-handler-refs.md b/.agents/skills/vercel-react-best-practices/rules/advanced-event-handler-refs.md
new file mode 100644
index 0000000..97e7ade
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/advanced-event-handler-refs.md
@@ -0,0 +1,55 @@
+---
+title: Store Event Handlers in Refs
+impact: LOW
+impactDescription: stable subscriptions
+tags: advanced, hooks, refs, event-handlers, optimization
+---
+
+## Store Event Handlers in Refs
+
+Store callbacks in refs when used in effects that shouldn't re-subscribe on callback changes.
+
+**Incorrect (re-subscribes on every render):**
+
+```tsx
+function useWindowEvent(event: string, handler: (e) => void) {
+ useEffect(() => {
+ window.addEventListener(event, handler)
+ return () => window.removeEventListener(event, handler)
+ }, [event, handler])
+}
+```
+
+**Correct (stable subscription):**
+
+```tsx
+function useWindowEvent(event: string, handler: (e) => void) {
+ const handlerRef = useRef(handler)
+ useEffect(() => {
+ handlerRef.current = handler
+ }, [handler])
+
+ useEffect(() => {
+ const listener = (e) => handlerRef.current(e)
+ window.addEventListener(event, listener)
+ return () => window.removeEventListener(event, listener)
+ }, [event])
+}
+```
+
+**Alternative: use `useEffectEvent` if you're on latest React:**
+
+```tsx
+import { useEffectEvent } from 'react'
+
+function useWindowEvent(event: string, handler: (e) => void) {
+ const onEvent = useEffectEvent(handler)
+
+ useEffect(() => {
+ window.addEventListener(event, onEvent)
+ return () => window.removeEventListener(event, onEvent)
+ }, [event])
+}
+```
+
+`useEffectEvent` provides a cleaner API for the same pattern: it creates a stable function reference that always calls the latest version of the handler.
diff --git a/.agents/skills/vercel-react-best-practices/rules/advanced-init-once.md b/.agents/skills/vercel-react-best-practices/rules/advanced-init-once.md
new file mode 100644
index 0000000..73ee38e
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/advanced-init-once.md
@@ -0,0 +1,42 @@
+---
+title: Initialize App Once, Not Per Mount
+impact: LOW-MEDIUM
+impactDescription: avoids duplicate init in development
+tags: initialization, useEffect, app-startup, side-effects
+---
+
+## Initialize App Once, Not Per Mount
+
+Do not put app-wide initialization that must run once per app load inside `useEffect([])` of a component. Components can remount and effects will re-run. Use a module-level guard or top-level init in the entry module instead.
+
+**Incorrect (runs twice in dev, re-runs on remount):**
+
+```tsx
+function Comp() {
+ useEffect(() => {
+ loadFromStorage()
+ checkAuthToken()
+ }, [])
+
+ // ...
+}
+```
+
+**Correct (once per app load):**
+
+```tsx
+let didInit = false
+
+function Comp() {
+ useEffect(() => {
+ if (didInit) return
+ didInit = true
+ loadFromStorage()
+ checkAuthToken()
+ }, [])
+
+ // ...
+}
+```
+
+Reference: [Initializing the application](https://react.dev/learn/you-might-not-need-an-effect#initializing-the-application)
diff --git a/.agents/skills/vercel-react-best-practices/rules/advanced-use-latest.md b/.agents/skills/vercel-react-best-practices/rules/advanced-use-latest.md
new file mode 100644
index 0000000..9c7cb50
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/advanced-use-latest.md
@@ -0,0 +1,39 @@
+---
+title: useEffectEvent for Stable Callback Refs
+impact: LOW
+impactDescription: prevents effect re-runs
+tags: advanced, hooks, useEffectEvent, refs, optimization
+---
+
+## useEffectEvent for Stable Callback Refs
+
+Access latest values in callbacks without adding them to dependency arrays. Prevents effect re-runs while avoiding stale closures.
+
+**Incorrect (effect re-runs on every callback change):**
+
+```tsx
+function SearchInput({ onSearch }: { onSearch: (q: string) => void }) {
+ const [query, setQuery] = useState('')
+
+ useEffect(() => {
+ const timeout = setTimeout(() => onSearch(query), 300)
+ return () => clearTimeout(timeout)
+ }, [query, onSearch])
+}
+```
+
+**Correct (using React's useEffectEvent):**
+
+```tsx
+import { useEffectEvent } from 'react';
+
+function SearchInput({ onSearch }: { onSearch: (q: string) => void }) {
+ const [query, setQuery] = useState('')
+ const onSearchEvent = useEffectEvent(onSearch)
+
+ useEffect(() => {
+ const timeout = setTimeout(() => onSearchEvent(query), 300)
+ return () => clearTimeout(timeout)
+ }, [query])
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/async-api-routes.md b/.agents/skills/vercel-react-best-practices/rules/async-api-routes.md
new file mode 100644
index 0000000..6feda1e
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/async-api-routes.md
@@ -0,0 +1,38 @@
+---
+title: Prevent Waterfall Chains in API Routes
+impact: CRITICAL
+impactDescription: 2-10× improvement
+tags: api-routes, server-actions, waterfalls, parallelization
+---
+
+## Prevent Waterfall Chains in API Routes
+
+In API routes and Server Actions, start independent operations immediately, even if you don't await them yet.
+
+**Incorrect (config waits for auth, data waits for both):**
+
+```typescript
+export async function GET(request: Request) {
+ const session = await auth()
+ const config = await fetchConfig()
+ const data = await fetchData(session.user.id)
+ return Response.json({ data, config })
+}
+```
+
+**Correct (auth and config start immediately):**
+
+```typescript
+export async function GET(request: Request) {
+ const sessionPromise = auth()
+ const configPromise = fetchConfig()
+ const session = await sessionPromise
+ const [config, data] = await Promise.all([
+ configPromise,
+ fetchData(session.user.id)
+ ])
+ return Response.json({ data, config })
+}
+```
+
+For operations with more complex dependency chains, use `better-all` to automatically maximize parallelism (see Dependency-Based Parallelization).
diff --git a/.agents/skills/vercel-react-best-practices/rules/async-defer-await.md b/.agents/skills/vercel-react-best-practices/rules/async-defer-await.md
new file mode 100644
index 0000000..ea7082a
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/async-defer-await.md
@@ -0,0 +1,80 @@
+---
+title: Defer Await Until Needed
+impact: HIGH
+impactDescription: avoids blocking unused code paths
+tags: async, await, conditional, optimization
+---
+
+## Defer Await Until Needed
+
+Move `await` operations into the branches where they're actually used to avoid blocking code paths that don't need them.
+
+**Incorrect (blocks both branches):**
+
+```typescript
+async function handleRequest(userId: string, skipProcessing: boolean) {
+ const userData = await fetchUserData(userId)
+
+ if (skipProcessing) {
+ // Returns immediately but still waited for userData
+ return { skipped: true }
+ }
+
+ // Only this branch uses userData
+ return processUserData(userData)
+}
+```
+
+**Correct (only blocks when needed):**
+
+```typescript
+async function handleRequest(userId: string, skipProcessing: boolean) {
+ if (skipProcessing) {
+ // Returns immediately without waiting
+ return { skipped: true }
+ }
+
+ // Fetch only when needed
+ const userData = await fetchUserData(userId)
+ return processUserData(userData)
+}
+```
+
+**Another example (early return optimization):**
+
+```typescript
+// Incorrect: always fetches permissions
+async function updateResource(resourceId: string, userId: string) {
+ const permissions = await fetchPermissions(userId)
+ const resource = await getResource(resourceId)
+
+ if (!resource) {
+ return { error: 'Not found' }
+ }
+
+ if (!permissions.canEdit) {
+ return { error: 'Forbidden' }
+ }
+
+ return await updateResourceData(resource, permissions)
+}
+
+// Correct: fetches only when needed
+async function updateResource(resourceId: string, userId: string) {
+ const resource = await getResource(resourceId)
+
+ if (!resource) {
+ return { error: 'Not found' }
+ }
+
+ const permissions = await fetchPermissions(userId)
+
+ if (!permissions.canEdit) {
+ return { error: 'Forbidden' }
+ }
+
+ return await updateResourceData(resource, permissions)
+}
+```
+
+This optimization is especially valuable when the skipped branch is frequently taken, or when the deferred operation is expensive.
diff --git a/.agents/skills/vercel-react-best-practices/rules/async-dependencies.md b/.agents/skills/vercel-react-best-practices/rules/async-dependencies.md
new file mode 100644
index 0000000..0484eba
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/async-dependencies.md
@@ -0,0 +1,51 @@
+---
+title: Dependency-Based Parallelization
+impact: CRITICAL
+impactDescription: 2-10× improvement
+tags: async, parallelization, dependencies, better-all
+---
+
+## Dependency-Based Parallelization
+
+For operations with partial dependencies, use `better-all` to maximize parallelism. It automatically starts each task at the earliest possible moment.
+
+**Incorrect (profile waits for config unnecessarily):**
+
+```typescript
+const [user, config] = await Promise.all([
+ fetchUser(),
+ fetchConfig()
+])
+const profile = await fetchProfile(user.id)
+```
+
+**Correct (config and profile run in parallel):**
+
+```typescript
+import { all } from 'better-all'
+
+const { user, config, profile } = await all({
+ async user() { return fetchUser() },
+ async config() { return fetchConfig() },
+ async profile() {
+ return fetchProfile((await this.$.user).id)
+ }
+})
+```
+
+**Alternative without extra dependencies:**
+
+We can also create all the promises first, and do `Promise.all()` at the end.
+
+```typescript
+const userPromise = fetchUser()
+const profilePromise = userPromise.then(user => fetchProfile(user.id))
+
+const [user, config, profile] = await Promise.all([
+ userPromise,
+ fetchConfig(),
+ profilePromise
+])
+```
+
+Reference: [https://github.com/shuding/better-all](https://github.com/shuding/better-all)
diff --git a/.agents/skills/vercel-react-best-practices/rules/async-parallel.md b/.agents/skills/vercel-react-best-practices/rules/async-parallel.md
new file mode 100644
index 0000000..64133f6
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/async-parallel.md
@@ -0,0 +1,28 @@
+---
+title: Promise.all() for Independent Operations
+impact: CRITICAL
+impactDescription: 2-10× improvement
+tags: async, parallelization, promises, waterfalls
+---
+
+## Promise.all() for Independent Operations
+
+When async operations have no interdependencies, execute them concurrently using `Promise.all()`.
+
+**Incorrect (sequential execution, 3 round trips):**
+
+```typescript
+const user = await fetchUser()
+const posts = await fetchPosts()
+const comments = await fetchComments()
+```
+
+**Correct (parallel execution, 1 round trip):**
+
+```typescript
+const [user, posts, comments] = await Promise.all([
+ fetchUser(),
+ fetchPosts(),
+ fetchComments()
+])
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/async-suspense-boundaries.md b/.agents/skills/vercel-react-best-practices/rules/async-suspense-boundaries.md
new file mode 100644
index 0000000..1fbc05b
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/async-suspense-boundaries.md
@@ -0,0 +1,99 @@
+---
+title: Strategic Suspense Boundaries
+impact: HIGH
+impactDescription: faster initial paint
+tags: async, suspense, streaming, layout-shift
+---
+
+## Strategic Suspense Boundaries
+
+Instead of awaiting data in async components before returning JSX, use Suspense boundaries to show the wrapper UI faster while data loads.
+
+**Incorrect (wrapper blocked by data fetching):**
+
+```tsx
+async function Page() {
+ const data = await fetchData() // Blocks entire page
+
+ return (
+
+
Sidebar
+
Header
+
+
+
+
Footer
+
+ )
+}
+```
+
+The entire layout waits for data even though only the middle section needs it.
+
+**Correct (wrapper shows immediately, data streams in):**
+
+```tsx
+function Page() {
+ return (
+
+
Sidebar
+
Header
+
+ }>
+
+
+
+
Footer
+
+ )
+}
+
+async function DataDisplay() {
+ const data = await fetchData() // Only blocks this component
+ return
{data.content}
+}
+```
+
+Sidebar, Header, and Footer render immediately. Only DataDisplay waits for data.
+
+**Alternative (share promise across components):**
+
+```tsx
+function Page() {
+ // Start fetch immediately, but don't await
+ const dataPromise = fetchData()
+
+ return (
+
+ )
+}
+```
+
+Prefer CSS classes over inline styles when possible. CSS files are cached by the browser, and classes provide better separation of concerns and are easier to maintain.
+
+See [this gist](https://gist.github.com/paulirish/5d52fb081b3570c81e3a) and [CSS Triggers](https://csstriggers.com/) for more information on layout-forcing operations.
diff --git a/.agents/skills/vercel-react-best-practices/rules/js-cache-function-results.md b/.agents/skills/vercel-react-best-practices/rules/js-cache-function-results.md
new file mode 100644
index 0000000..180f8ac
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/js-cache-function-results.md
@@ -0,0 +1,80 @@
+---
+title: Cache Repeated Function Calls
+impact: MEDIUM
+impactDescription: avoid redundant computation
+tags: javascript, cache, memoization, performance
+---
+
+## Cache Repeated Function Calls
+
+Use a module-level Map to cache function results when the same function is called repeatedly with the same inputs during render.
+
+**Incorrect (redundant computation):**
+
+```typescript
+function ProjectList({ projects }: { projects: Project[] }) {
+ return (
+
+ {projects.map(project => {
+ // slugify() called 100+ times for same project names
+ const slug = slugify(project.name)
+
+ return
+ })}
+
+ )
+}
+```
+
+This applies to all CSS transforms and transitions (`transform`, `opacity`, `translate`, `scale`, `rotate`). The wrapper div allows browsers to use GPU acceleration for smoother animations.
diff --git a/.agents/skills/vercel-react-best-practices/rules/rendering-conditional-render.md b/.agents/skills/vercel-react-best-practices/rules/rendering-conditional-render.md
new file mode 100644
index 0000000..7e866f5
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rendering-conditional-render.md
@@ -0,0 +1,40 @@
+---
+title: Use Explicit Conditional Rendering
+impact: LOW
+impactDescription: prevents rendering 0 or NaN
+tags: rendering, conditional, jsx, falsy-values
+---
+
+## Use Explicit Conditional Rendering
+
+Use explicit ternary operators (`? :`) instead of `&&` for conditional rendering when the condition can be `0`, `NaN`, or other falsy values that render.
+
+**Incorrect (renders "0" when count is 0):**
+
+```tsx
+function Badge({ count }: { count: number }) {
+ return (
+
+ {count && {count}}
+
+ )
+}
+
+// When count = 0, renders:
0
+// When count = 5, renders:
5
+```
+
+**Correct (renders nothing when count is 0):**
+
+```tsx
+function Badge({ count }: { count: number }) {
+ return (
+
+ {count > 0 ? {count} : null}
+
+ )
+}
+
+// When count = 0, renders:
+// When count = 5, renders:
+ )
+}
+```
+
+This is especially helpful for large and static SVG nodes, which can be expensive to recreate on every render.
+
+**Note:** If your project has [React Compiler](https://react.dev/learn/react-compiler) enabled, the compiler automatically hoists static JSX elements and optimizes component re-renders, making manual hoisting unnecessary.
diff --git a/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-no-flicker.md b/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-no-flicker.md
new file mode 100644
index 0000000..5cf0e79
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-no-flicker.md
@@ -0,0 +1,82 @@
+---
+title: Prevent Hydration Mismatch Without Flickering
+impact: MEDIUM
+impactDescription: avoids visual flicker and hydration errors
+tags: rendering, ssr, hydration, localStorage, flicker
+---
+
+## Prevent Hydration Mismatch Without Flickering
+
+When rendering content that depends on client-side storage (localStorage, cookies), avoid both SSR breakage and post-hydration flickering by injecting a synchronous script that updates the DOM before React hydrates.
+
+**Incorrect (breaks SSR):**
+
+```tsx
+function ThemeWrapper({ children }: { children: ReactNode }) {
+ // localStorage is not available on server - throws error
+ const theme = localStorage.getItem('theme') || 'light'
+
+ return (
+
+ )
+}
+```
+
+Component first renders with default value (`light`), then updates after hydration, causing a visible flash of incorrect content.
+
+**Correct (no flicker, no hydration mismatch):**
+
+```tsx
+function ThemeWrapper({ children }: { children: ReactNode }) {
+ return (
+ <>
+
+ {children}
+
+
+ >
+ )
+}
+```
+
+The inline script executes synchronously before showing the element, ensuring the DOM already has the correct value. No flickering, no hydration mismatch.
+
+This pattern is especially useful for theme toggles, user preferences, authentication states, and any client-only data that should render immediately without flashing default values.
diff --git a/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-suppress-warning.md b/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-suppress-warning.md
new file mode 100644
index 0000000..24ba251
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rendering-hydration-suppress-warning.md
@@ -0,0 +1,30 @@
+---
+title: Suppress Expected Hydration Mismatches
+impact: LOW-MEDIUM
+impactDescription: avoids noisy hydration warnings for known differences
+tags: rendering, hydration, ssr, nextjs
+---
+
+## Suppress Expected Hydration Mismatches
+
+In SSR frameworks (e.g., Next.js), some values are intentionally different on server vs client (random IDs, dates, locale/timezone formatting). For these *expected* mismatches, wrap the dynamic text in an element with `suppressHydrationWarning` to prevent noisy warnings. Do not use this to hide real bugs. Don’t overuse it.
+
+**Incorrect (known mismatch warnings):**
+
+```tsx
+function Timestamp() {
+ return {new Date().toLocaleString()}
+}
+```
+
+**Correct (suppress expected mismatch only):**
+
+```tsx
+function Timestamp() {
+ return (
+
+ {new Date().toLocaleString()}
+
+ )
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rendering-svg-precision.md b/.agents/skills/vercel-react-best-practices/rules/rendering-svg-precision.md
new file mode 100644
index 0000000..6d77128
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rendering-svg-precision.md
@@ -0,0 +1,28 @@
+---
+title: Optimize SVG Precision
+impact: LOW
+impactDescription: reduces file size
+tags: rendering, svg, optimization, svgo
+---
+
+## Optimize SVG Precision
+
+Reduce SVG coordinate precision to decrease file size. The optimal precision depends on the viewBox size, but in general reducing precision should be considered.
+
+**Incorrect (excessive precision):**
+
+```svg
+
+```
+
+**Correct (1 decimal place):**
+
+```svg
+
+```
+
+**Automate with SVGO:**
+
+```bash
+npx svgo --precision=1 --multipass icon.svg
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rendering-usetransition-loading.md b/.agents/skills/vercel-react-best-practices/rules/rendering-usetransition-loading.md
new file mode 100644
index 0000000..0c1b0b9
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rendering-usetransition-loading.md
@@ -0,0 +1,75 @@
+---
+title: Use useTransition Over Manual Loading States
+impact: LOW
+impactDescription: reduces re-renders and improves code clarity
+tags: rendering, transitions, useTransition, loading, state
+---
+
+## Use useTransition Over Manual Loading States
+
+Use `useTransition` instead of manual `useState` for loading states. This provides built-in `isPending` state and automatically manages transitions.
+
+**Incorrect (manual loading state):**
+
+```tsx
+function SearchResults() {
+ const [query, setQuery] = useState('')
+ const [results, setResults] = useState([])
+ const [isLoading, setIsLoading] = useState(false)
+
+ const handleSearch = async (value: string) => {
+ setIsLoading(true)
+ setQuery(value)
+ const data = await fetchResults(value)
+ setResults(data)
+ setIsLoading(false)
+ }
+
+ return (
+ <>
+ handleSearch(e.target.value)} />
+ {isLoading && }
+
+ >
+ )
+}
+```
+
+**Correct (useTransition with built-in pending state):**
+
+```tsx
+import { useTransition, useState } from 'react'
+
+function SearchResults() {
+ const [query, setQuery] = useState('')
+ const [results, setResults] = useState([])
+ const [isPending, startTransition] = useTransition()
+
+ const handleSearch = (value: string) => {
+ setQuery(value) // Update input immediately
+
+ startTransition(async () => {
+ // Fetch and update results
+ const data = await fetchResults(value)
+ setResults(data)
+ })
+ }
+
+ return (
+ <>
+ handleSearch(e.target.value)} />
+ {isPending && }
+
+ >
+ )
+}
+```
+
+**Benefits:**
+
+- **Automatic pending state**: No need to manually manage `setIsLoading(true/false)`
+- **Error resilience**: Pending state correctly resets even if the transition throws
+- **Better responsiveness**: Keeps the UI responsive during updates
+- **Interrupt handling**: New transitions automatically cancel pending ones
+
+Reference: [useTransition](https://react.dev/reference/react/useTransition)
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-defer-reads.md b/.agents/skills/vercel-react-best-practices/rules/rerender-defer-reads.md
new file mode 100644
index 0000000..e867c95
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-defer-reads.md
@@ -0,0 +1,39 @@
+---
+title: Defer State Reads to Usage Point
+impact: MEDIUM
+impactDescription: avoids unnecessary subscriptions
+tags: rerender, searchParams, localStorage, optimization
+---
+
+## Defer State Reads to Usage Point
+
+Don't subscribe to dynamic state (searchParams, localStorage) if you only read it inside callbacks.
+
+**Incorrect (subscribes to all searchParams changes):**
+
+```tsx
+function ShareButton({ chatId }: { chatId: string }) {
+ const searchParams = useSearchParams()
+
+ const handleShare = () => {
+ const ref = searchParams.get('ref')
+ shareChat(chatId, { ref })
+ }
+
+ return
+}
+```
+
+**Correct (reads on demand, no subscription):**
+
+```tsx
+function ShareButton({ chatId }: { chatId: string }) {
+ const handleShare = () => {
+ const params = new URLSearchParams(window.location.search)
+ const ref = params.get('ref')
+ shareChat(chatId, { ref })
+ }
+
+ return
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-dependencies.md b/.agents/skills/vercel-react-best-practices/rules/rerender-dependencies.md
new file mode 100644
index 0000000..47a4d92
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-dependencies.md
@@ -0,0 +1,45 @@
+---
+title: Narrow Effect Dependencies
+impact: LOW
+impactDescription: minimizes effect re-runs
+tags: rerender, useEffect, dependencies, optimization
+---
+
+## Narrow Effect Dependencies
+
+Specify primitive dependencies instead of objects to minimize effect re-runs.
+
+**Incorrect (re-runs on any user field change):**
+
+```tsx
+useEffect(() => {
+ console.log(user.id)
+}, [user])
+```
+
+**Correct (re-runs only when id changes):**
+
+```tsx
+useEffect(() => {
+ console.log(user.id)
+}, [user.id])
+```
+
+**For derived state, compute outside effect:**
+
+```tsx
+// Incorrect: runs on width=767, 766, 765...
+useEffect(() => {
+ if (width < 768) {
+ enableMobileMode()
+ }
+}, [width])
+
+// Correct: runs only on boolean transition
+const isMobile = width < 768
+useEffect(() => {
+ if (isMobile) {
+ enableMobileMode()
+ }
+}, [isMobile])
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state-no-effect.md b/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state-no-effect.md
new file mode 100644
index 0000000..3d9fe40
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state-no-effect.md
@@ -0,0 +1,40 @@
+---
+title: Calculate Derived State During Rendering
+impact: MEDIUM
+impactDescription: avoids redundant renders and state drift
+tags: rerender, derived-state, useEffect, state
+---
+
+## Calculate Derived State During Rendering
+
+If a value can be computed from current props/state, do not store it in state or update it in an effect. Derive it during render to avoid extra renders and state drift. Do not set state in effects solely in response to prop changes; prefer derived values or keyed resets instead.
+
+**Incorrect (redundant state and effect):**
+
+```tsx
+function Form() {
+ const [firstName, setFirstName] = useState('First')
+ const [lastName, setLastName] = useState('Last')
+ const [fullName, setFullName] = useState('')
+
+ useEffect(() => {
+ setFullName(firstName + ' ' + lastName)
+ }, [firstName, lastName])
+
+ return
+}
+```
+
+References: [You Might Not Need an Effect](https://react.dev/learn/you-might-not-need-an-effect)
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state.md b/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state.md
new file mode 100644
index 0000000..e5c899f
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-derived-state.md
@@ -0,0 +1,29 @@
+---
+title: Subscribe to Derived State
+impact: MEDIUM
+impactDescription: reduces re-render frequency
+tags: rerender, derived-state, media-query, optimization
+---
+
+## Subscribe to Derived State
+
+Subscribe to derived boolean state instead of continuous values to reduce re-render frequency.
+
+**Incorrect (re-renders on every pixel change):**
+
+```tsx
+function Sidebar() {
+ const width = useWindowWidth() // updates continuously
+ const isMobile = width < 768
+ return
+}
+```
+
+**Correct (re-renders only when boolean changes):**
+
+```tsx
+function Sidebar() {
+ const isMobile = useMediaQuery('(max-width: 767px)')
+ return
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-functional-setstate.md b/.agents/skills/vercel-react-best-practices/rules/rerender-functional-setstate.md
new file mode 100644
index 0000000..b004ef4
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-functional-setstate.md
@@ -0,0 +1,74 @@
+---
+title: Use Functional setState Updates
+impact: MEDIUM
+impactDescription: prevents stale closures and unnecessary callback recreations
+tags: react, hooks, useState, useCallback, callbacks, closures
+---
+
+## Use Functional setState Updates
+
+When updating state based on the current state value, use the functional update form of setState instead of directly referencing the state variable. This prevents stale closures, eliminates unnecessary dependencies, and creates stable callback references.
+
+**Incorrect (requires state as dependency):**
+
+```tsx
+function TodoList() {
+ const [items, setItems] = useState(initialItems)
+
+ // Callback must depend on items, recreated on every items change
+ const addItems = useCallback((newItems: Item[]) => {
+ setItems([...items, ...newItems])
+ }, [items]) // ❌ items dependency causes recreations
+
+ // Risk of stale closure if dependency is forgotten
+ const removeItem = useCallback((id: string) => {
+ setItems(items.filter(item => item.id !== id))
+ }, []) // ❌ Missing items dependency - will use stale items!
+
+ return
+}
+```
+
+The first callback is recreated every time `items` changes, which can cause child components to re-render unnecessarily. The second callback has a stale closure bug—it will always reference the initial `items` value.
+
+**Correct (stable callbacks, no stale closures):**
+
+```tsx
+function TodoList() {
+ const [items, setItems] = useState(initialItems)
+
+ // Stable callback, never recreated
+ const addItems = useCallback((newItems: Item[]) => {
+ setItems(curr => [...curr, ...newItems])
+ }, []) // ✅ No dependencies needed
+
+ // Always uses latest state, no stale closure risk
+ const removeItem = useCallback((id: string) => {
+ setItems(curr => curr.filter(item => item.id !== id))
+ }, []) // ✅ Safe and stable
+
+ return
+}
+```
+
+**Benefits:**
+
+1. **Stable callback references** - Callbacks don't need to be recreated when state changes
+2. **No stale closures** - Always operates on the latest state value
+3. **Fewer dependencies** - Simplifies dependency arrays and reduces memory leaks
+4. **Prevents bugs** - Eliminates the most common source of React closure bugs
+
+**When to use functional updates:**
+
+- Any setState that depends on the current state value
+- Inside useCallback/useMemo when state is needed
+- Event handlers that reference state
+- Async operations that update state
+
+**When direct updates are fine:**
+
+- Setting state to a static value: `setCount(0)`
+- Setting state from props/arguments only: `setName(newName)`
+- State doesn't depend on previous value
+
+**Note:** If your project has [React Compiler](https://react.dev/learn/react-compiler) enabled, the compiler can automatically optimize some cases, but functional updates are still recommended for correctness and to prevent stale closure bugs.
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-lazy-state-init.md b/.agents/skills/vercel-react-best-practices/rules/rerender-lazy-state-init.md
new file mode 100644
index 0000000..4ecb350
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-lazy-state-init.md
@@ -0,0 +1,58 @@
+---
+title: Use Lazy State Initialization
+impact: MEDIUM
+impactDescription: wasted computation on every render
+tags: react, hooks, useState, performance, initialization
+---
+
+## Use Lazy State Initialization
+
+Pass a function to `useState` for expensive initial values. Without the function form, the initializer runs on every render even though the value is only used once.
+
+**Incorrect (runs on every render):**
+
+```tsx
+function FilteredList({ items }: { items: Item[] }) {
+ // buildSearchIndex() runs on EVERY render, even after initialization
+ const [searchIndex, setSearchIndex] = useState(buildSearchIndex(items))
+ const [query, setQuery] = useState('')
+
+ // When query changes, buildSearchIndex runs again unnecessarily
+ return
+}
+
+function UserProfile() {
+ // JSON.parse runs on every render
+ const [settings, setSettings] = useState(
+ JSON.parse(localStorage.getItem('settings') || '{}')
+ )
+
+ return
+}
+```
+
+**Correct (runs only once):**
+
+```tsx
+function FilteredList({ items }: { items: Item[] }) {
+ // buildSearchIndex() runs ONLY on initial render
+ const [searchIndex, setSearchIndex] = useState(() => buildSearchIndex(items))
+ const [query, setQuery] = useState('')
+
+ return
+}
+
+function UserProfile() {
+ // JSON.parse runs only on initial render
+ const [settings, setSettings] = useState(() => {
+ const stored = localStorage.getItem('settings')
+ return stored ? JSON.parse(stored) : {}
+ })
+
+ return
+}
+```
+
+Use lazy initialization when computing initial values from localStorage/sessionStorage, building data structures (indexes, maps), reading from the DOM, or performing heavy transformations.
+
+For simple primitives (`useState(0)`), direct references (`useState(props.value)`), or cheap literals (`useState({})`), the function form is unnecessary.
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-memo-with-default-value.md b/.agents/skills/vercel-react-best-practices/rules/rerender-memo-with-default-value.md
new file mode 100644
index 0000000..6357049
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-memo-with-default-value.md
@@ -0,0 +1,38 @@
+---
+
+title: Extract Default Non-primitive Parameter Value from Memoized Component to Constant
+impact: MEDIUM
+impactDescription: restores memoization by using a constant for default value
+tags: rerender, memo, optimization
+
+---
+
+## Extract Default Non-primitive Parameter Value from Memoized Component to Constant
+
+When memoized component has a default value for some non-primitive optional parameter, such as an array, function, or object, calling the component without that parameter results in broken memoization. This is because new value instances are created on every rerender, and they do not pass strict equality comparison in `memo()`.
+
+To address this issue, extract the default value into a constant.
+
+**Incorrect (`onClick` has different values on every rerender):**
+
+```tsx
+const UserAvatar = memo(function UserAvatar({ onClick = () => {} }: { onClick?: () => void }) {
+ // ...
+})
+
+// Used without optional onClick
+
+```
+
+**Correct (stable default value):**
+
+```tsx
+const NOOP = () => {};
+
+const UserAvatar = memo(function UserAvatar({ onClick = NOOP }: { onClick?: () => void }) {
+ // ...
+})
+
+// Used without optional onClick
+
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-memo.md b/.agents/skills/vercel-react-best-practices/rules/rerender-memo.md
new file mode 100644
index 0000000..f8982ab
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-memo.md
@@ -0,0 +1,44 @@
+---
+title: Extract to Memoized Components
+impact: MEDIUM
+impactDescription: enables early returns
+tags: rerender, memo, useMemo, optimization
+---
+
+## Extract to Memoized Components
+
+Extract expensive work into memoized components to enable early returns before computation.
+
+**Incorrect (computes avatar even when loading):**
+
+```tsx
+function Profile({ user, loading }: Props) {
+ const avatar = useMemo(() => {
+ const id = computeAvatarId(user)
+ return
+ }, [user])
+
+ if (loading) return
+ return
{avatar}
+}
+```
+
+**Correct (skips computation when loading):**
+
+```tsx
+const UserAvatar = memo(function UserAvatar({ user }: { user: User }) {
+ const id = useMemo(() => computeAvatarId(user), [user])
+ return
+})
+
+function Profile({ user, loading }: Props) {
+ if (loading) return
+ return (
+
+
+
+ )
+}
+```
+
+**Note:** If your project has [React Compiler](https://react.dev/learn/react-compiler) enabled, manual memoization with `memo()` and `useMemo()` is not necessary. The compiler automatically optimizes re-renders.
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event.md b/.agents/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event.md
new file mode 100644
index 0000000..dd58a1a
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-move-effect-to-event.md
@@ -0,0 +1,45 @@
+---
+title: Put Interaction Logic in Event Handlers
+impact: MEDIUM
+impactDescription: avoids effect re-runs and duplicate side effects
+tags: rerender, useEffect, events, side-effects, dependencies
+---
+
+## Put Interaction Logic in Event Handlers
+
+If a side effect is triggered by a specific user action (submit, click, drag), run it in that event handler. Do not model the action as state + effect; it makes effects re-run on unrelated changes and can duplicate the action.
+
+**Incorrect (event modeled as state + effect):**
+
+```tsx
+function Form() {
+ const [submitted, setSubmitted] = useState(false)
+ const theme = useContext(ThemeContext)
+
+ useEffect(() => {
+ if (submitted) {
+ post('/api/register')
+ showToast('Registered', theme)
+ }
+ }, [submitted, theme])
+
+ return
+}
+```
+
+**Correct (do it in the handler):**
+
+```tsx
+function Form() {
+ const theme = useContext(ThemeContext)
+
+ function handleSubmit() {
+ post('/api/register')
+ showToast('Registered', theme)
+ }
+
+ return
+}
+```
+
+Reference: [Should this code move to an event handler?](https://react.dev/learn/removing-effect-dependencies#should-this-code-move-to-an-event-handler)
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-simple-expression-in-memo.md b/.agents/skills/vercel-react-best-practices/rules/rerender-simple-expression-in-memo.md
new file mode 100644
index 0000000..59dfab0
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-simple-expression-in-memo.md
@@ -0,0 +1,35 @@
+---
+title: Do not wrap a simple expression with a primitive result type in useMemo
+impact: LOW-MEDIUM
+impactDescription: wasted computation on every render
+tags: rerender, useMemo, optimization
+---
+
+## Do not wrap a simple expression with a primitive result type in useMemo
+
+When an expression is simple (few logical or arithmetical operators) and has a primitive result type (boolean, number, string), do not wrap it in `useMemo`.
+Calling `useMemo` and comparing hook dependencies may consume more resources than the expression itself.
+
+**Incorrect:**
+
+```tsx
+function Header({ user, notifications }: Props) {
+ const isLoading = useMemo(() => {
+ return user.isLoading || notifications.isLoading
+ }, [user.isLoading, notifications.isLoading])
+
+ if (isLoading) return
+ // return some markup
+}
+```
+
+**Correct:**
+
+```tsx
+function Header({ user, notifications }: Props) {
+ const isLoading = user.isLoading || notifications.isLoading
+
+ if (isLoading) return
+ // return some markup
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-transitions.md b/.agents/skills/vercel-react-best-practices/rules/rerender-transitions.md
new file mode 100644
index 0000000..d99f43f
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-transitions.md
@@ -0,0 +1,40 @@
+---
+title: Use Transitions for Non-Urgent Updates
+impact: MEDIUM
+impactDescription: maintains UI responsiveness
+tags: rerender, transitions, startTransition, performance
+---
+
+## Use Transitions for Non-Urgent Updates
+
+Mark frequent, non-urgent state updates as transitions to maintain UI responsiveness.
+
+**Incorrect (blocks UI on every scroll):**
+
+```tsx
+function ScrollTracker() {
+ const [scrollY, setScrollY] = useState(0)
+ useEffect(() => {
+ const handler = () => setScrollY(window.scrollY)
+ window.addEventListener('scroll', handler, { passive: true })
+ return () => window.removeEventListener('scroll', handler)
+ }, [])
+}
+```
+
+**Correct (non-blocking updates):**
+
+```tsx
+import { startTransition } from 'react'
+
+function ScrollTracker() {
+ const [scrollY, setScrollY] = useState(0)
+ useEffect(() => {
+ const handler = () => {
+ startTransition(() => setScrollY(window.scrollY))
+ }
+ window.addEventListener('scroll', handler, { passive: true })
+ return () => window.removeEventListener('scroll', handler)
+ }, [])
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/rerender-use-ref-transient-values.md b/.agents/skills/vercel-react-best-practices/rules/rerender-use-ref-transient-values.md
new file mode 100644
index 0000000..cf04b81
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/rerender-use-ref-transient-values.md
@@ -0,0 +1,73 @@
+---
+title: Use useRef for Transient Values
+impact: MEDIUM
+impactDescription: avoids unnecessary re-renders on frequent updates
+tags: rerender, useref, state, performance
+---
+
+## Use useRef for Transient Values
+
+When a value changes frequently and you don't want a re-render on every update (e.g., mouse trackers, intervals, transient flags), store it in `useRef` instead of `useState`. Keep component state for UI; use refs for temporary DOM-adjacent values. Updating a ref does not trigger a re-render.
+
+**Incorrect (renders every update):**
+
+```tsx
+function Tracker() {
+ const [lastX, setLastX] = useState(0)
+
+ useEffect(() => {
+ const onMove = (e: MouseEvent) => setLastX(e.clientX)
+ window.addEventListener('mousemove', onMove)
+ return () => window.removeEventListener('mousemove', onMove)
+ }, [])
+
+ return (
+
+ )
+}
+```
+
+**Correct (no re-render for tracking):**
+
+```tsx
+function Tracker() {
+ const lastXRef = useRef(0)
+ const dotRef = useRef(null)
+
+ useEffect(() => {
+ const onMove = (e: MouseEvent) => {
+ lastXRef.current = e.clientX
+ const node = dotRef.current
+ if (node) {
+ node.style.transform = `translateX(${e.clientX}px)`
+ }
+ }
+ window.addEventListener('mousemove', onMove)
+ return () => window.removeEventListener('mousemove', onMove)
+ }, [])
+
+ return (
+
+ )
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-after-nonblocking.md b/.agents/skills/vercel-react-best-practices/rules/server-after-nonblocking.md
new file mode 100644
index 0000000..e8f5b26
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-after-nonblocking.md
@@ -0,0 +1,73 @@
+---
+title: Use after() for Non-Blocking Operations
+impact: MEDIUM
+impactDescription: faster response times
+tags: server, async, logging, analytics, side-effects
+---
+
+## Use after() for Non-Blocking Operations
+
+Use Next.js's `after()` to schedule work that should execute after a response is sent. This prevents logging, analytics, and other side effects from blocking the response.
+
+**Incorrect (blocks response):**
+
+```tsx
+import { logUserAction } from '@/app/utils'
+
+export async function POST(request: Request) {
+ // Perform mutation
+ await updateDatabase(request)
+
+ // Logging blocks the response
+ const userAgent = request.headers.get('user-agent') || 'unknown'
+ await logUserAction({ userAgent })
+
+ return new Response(JSON.stringify({ status: 'success' }), {
+ status: 200,
+ headers: { 'Content-Type': 'application/json' }
+ })
+}
+```
+
+**Correct (non-blocking):**
+
+```tsx
+import { after } from 'next/server'
+import { headers, cookies } from 'next/headers'
+import { logUserAction } from '@/app/utils'
+
+export async function POST(request: Request) {
+ // Perform mutation
+ await updateDatabase(request)
+
+ // Log after response is sent
+ after(async () => {
+ const userAgent = (await headers()).get('user-agent') || 'unknown'
+ const sessionCookie = (await cookies()).get('session-id')?.value || 'anonymous'
+
+ logUserAction({ sessionCookie, userAgent })
+ })
+
+ return new Response(JSON.stringify({ status: 'success' }), {
+ status: 200,
+ headers: { 'Content-Type': 'application/json' }
+ })
+}
+```
+
+The response is sent immediately while logging happens in the background.
+
+**Common use cases:**
+
+- Analytics tracking
+- Audit logging
+- Sending notifications
+- Cache invalidation
+- Cleanup tasks
+
+**Important notes:**
+
+- `after()` runs even if the response fails or redirects
+- Works in Server Actions, Route Handlers, and Server Components
+
+Reference: [https://nextjs.org/docs/app/api-reference/functions/after](https://nextjs.org/docs/app/api-reference/functions/after)
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-auth-actions.md b/.agents/skills/vercel-react-best-practices/rules/server-auth-actions.md
new file mode 100644
index 0000000..ee82c04
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-auth-actions.md
@@ -0,0 +1,96 @@
+---
+title: Authenticate Server Actions Like API Routes
+impact: CRITICAL
+impactDescription: prevents unauthorized access to server mutations
+tags: server, server-actions, authentication, security, authorization
+---
+
+## Authenticate Server Actions Like API Routes
+
+**Impact: CRITICAL (prevents unauthorized access to server mutations)**
+
+Server Actions (functions with `"use server"`) are exposed as public endpoints, just like API routes. Always verify authentication and authorization **inside** each Server Action—do not rely solely on middleware, layout guards, or page-level checks, as Server Actions can be invoked directly.
+
+Next.js documentation explicitly states: "Treat Server Actions with the same security considerations as public-facing API endpoints, and verify if the user is allowed to perform a mutation."
+
+**Incorrect (no authentication check):**
+
+```typescript
+'use server'
+
+export async function deleteUser(userId: string) {
+ // Anyone can call this! No auth check
+ await db.user.delete({ where: { id: userId } })
+ return { success: true }
+}
+```
+
+**Correct (authentication inside the action):**
+
+```typescript
+'use server'
+
+import { verifySession } from '@/lib/auth'
+import { unauthorized } from '@/lib/errors'
+
+export async function deleteUser(userId: string) {
+ // Always check auth inside the action
+ const session = await verifySession()
+
+ if (!session) {
+ throw unauthorized('Must be logged in')
+ }
+
+ // Check authorization too
+ if (session.user.role !== 'admin' && session.user.id !== userId) {
+ throw unauthorized('Cannot delete other users')
+ }
+
+ await db.user.delete({ where: { id: userId } })
+ return { success: true }
+}
+```
+
+**With input validation:**
+
+```typescript
+'use server'
+
+import { verifySession } from '@/lib/auth'
+import { z } from 'zod'
+
+const updateProfileSchema = z.object({
+ userId: z.string().uuid(),
+ name: z.string().min(1).max(100),
+ email: z.string().email()
+})
+
+export async function updateProfile(data: unknown) {
+ // Validate input first
+ const validated = updateProfileSchema.parse(data)
+
+ // Then authenticate
+ const session = await verifySession()
+ if (!session) {
+ throw new Error('Unauthorized')
+ }
+
+ // Then authorize
+ if (session.user.id !== validated.userId) {
+ throw new Error('Can only update own profile')
+ }
+
+ // Finally perform the mutation
+ await db.user.update({
+ where: { id: validated.userId },
+ data: {
+ name: validated.name,
+ email: validated.email
+ }
+ })
+
+ return { success: true }
+}
+```
+
+Reference: [https://nextjs.org/docs/app/guides/authentication](https://nextjs.org/docs/app/guides/authentication)
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-cache-lru.md b/.agents/skills/vercel-react-best-practices/rules/server-cache-lru.md
new file mode 100644
index 0000000..ef6938a
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-cache-lru.md
@@ -0,0 +1,41 @@
+---
+title: Cross-Request LRU Caching
+impact: HIGH
+impactDescription: caches across requests
+tags: server, cache, lru, cross-request
+---
+
+## Cross-Request LRU Caching
+
+`React.cache()` only works within one request. For data shared across sequential requests (user clicks button A then button B), use an LRU cache.
+
+**Implementation:**
+
+```typescript
+import { LRUCache } from 'lru-cache'
+
+const cache = new LRUCache({
+ max: 1000,
+ ttl: 5 * 60 * 1000 // 5 minutes
+})
+
+export async function getUser(id: string) {
+ const cached = cache.get(id)
+ if (cached) return cached
+
+ const user = await db.user.findUnique({ where: { id } })
+ cache.set(id, user)
+ return user
+}
+
+// Request 1: DB query, result cached
+// Request 2: cache hit, no DB query
+```
+
+Use when sequential user actions hit multiple endpoints needing the same data within seconds.
+
+**With Vercel's [Fluid Compute](https://vercel.com/docs/fluid-compute):** LRU caching is especially effective because multiple concurrent requests can share the same function instance and cache. This means the cache persists across requests without needing external storage like Redis.
+
+**In traditional serverless:** Each invocation runs in isolation, so consider Redis for cross-process caching.
+
+Reference: [https://github.com/isaacs/node-lru-cache](https://github.com/isaacs/node-lru-cache)
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-cache-react.md b/.agents/skills/vercel-react-best-practices/rules/server-cache-react.md
new file mode 100644
index 0000000..87c9ca3
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-cache-react.md
@@ -0,0 +1,76 @@
+---
+title: Per-Request Deduplication with React.cache()
+impact: MEDIUM
+impactDescription: deduplicates within request
+tags: server, cache, react-cache, deduplication
+---
+
+## Per-Request Deduplication with React.cache()
+
+Use `React.cache()` for server-side request deduplication. Authentication and database queries benefit most.
+
+**Usage:**
+
+```typescript
+import { cache } from 'react'
+
+export const getCurrentUser = cache(async () => {
+ const session = await auth()
+ if (!session?.user?.id) return null
+ return await db.user.findUnique({
+ where: { id: session.user.id }
+ })
+})
+```
+
+Within a single request, multiple calls to `getCurrentUser()` execute the query only once.
+
+**Avoid inline objects as arguments:**
+
+`React.cache()` uses shallow equality (`Object.is`) to determine cache hits. Inline objects create new references each call, preventing cache hits.
+
+**Incorrect (always cache miss):**
+
+```typescript
+const getUser = cache(async (params: { uid: number }) => {
+ return await db.user.findUnique({ where: { id: params.uid } })
+})
+
+// Each call creates new object, never hits cache
+getUser({ uid: 1 })
+getUser({ uid: 1 }) // Cache miss, runs query again
+```
+
+**Correct (cache hit):**
+
+```typescript
+const getUser = cache(async (uid: number) => {
+ return await db.user.findUnique({ where: { id: uid } })
+})
+
+// Primitive args use value equality
+getUser(1)
+getUser(1) // Cache hit, returns cached result
+```
+
+If you must pass objects, pass the same reference:
+
+```typescript
+const params = { uid: 1 }
+getUser(params) // Query runs
+getUser(params) // Cache hit (same reference)
+```
+
+**Next.js-Specific Note:**
+
+In Next.js, the `fetch` API is automatically extended with request memoization. Requests with the same URL and options are automatically deduplicated within a single request, so you don't need `React.cache()` for `fetch` calls. However, `React.cache()` is still essential for other async tasks:
+
+- Database queries (Prisma, Drizzle, etc.)
+- Heavy computations
+- Authentication checks
+- File system operations
+- Any non-fetch async work
+
+Use `React.cache()` to deduplicate these operations across your component tree.
+
+Reference: [React.cache documentation](https://react.dev/reference/react/cache)
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-dedup-props.md b/.agents/skills/vercel-react-best-practices/rules/server-dedup-props.md
new file mode 100644
index 0000000..fb24a25
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-dedup-props.md
@@ -0,0 +1,65 @@
+---
+title: Avoid Duplicate Serialization in RSC Props
+impact: LOW
+impactDescription: reduces network payload by avoiding duplicate serialization
+tags: server, rsc, serialization, props, client-components
+---
+
+## Avoid Duplicate Serialization in RSC Props
+
+**Impact: LOW (reduces network payload by avoiding duplicate serialization)**
+
+RSC→client serialization deduplicates by object reference, not value. Same reference = serialized once; new reference = serialized again. Do transformations (`.toSorted()`, `.filter()`, `.map()`) in client, not server.
+
+**Incorrect (duplicates array):**
+
+```tsx
+// RSC: sends 6 strings (2 arrays × 3 items)
+
+```
+
+**Correct (sends 3 strings):**
+
+```tsx
+// RSC: send once
+
+
+// Client: transform there
+'use client'
+const sorted = useMemo(() => [...usernames].sort(), [usernames])
+```
+
+**Nested deduplication behavior:**
+
+Deduplication works recursively. Impact varies by data type:
+
+- `string[]`, `number[]`, `boolean[]`: **HIGH impact** - array + all primitives fully duplicated
+- `object[]`: **LOW impact** - array duplicated, but nested objects deduplicated by reference
+
+```tsx
+// string[] - duplicates everything
+usernames={['a','b']} sorted={usernames.toSorted()} // sends 4 strings
+
+// object[] - duplicates array structure only
+users={[{id:1},{id:2}]} sorted={users.toSorted()} // sends 2 arrays + 2 unique objects (not 4)
+```
+
+**Operations breaking deduplication (create new references):**
+
+- Arrays: `.toSorted()`, `.filter()`, `.map()`, `.slice()`, `[...arr]`
+- Objects: `{...obj}`, `Object.assign()`, `structuredClone()`, `JSON.parse(JSON.stringify())`
+
+**More examples:**
+
+```tsx
+// ❌ Bad
+ u.active)} />
+
+
+// ✅ Good
+
+
+// Do filtering/destructuring in client
+```
+
+**Exception:** Pass derived data when transformation is expensive or client doesn't need original.
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-parallel-fetching.md b/.agents/skills/vercel-react-best-practices/rules/server-parallel-fetching.md
new file mode 100644
index 0000000..1affc83
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-parallel-fetching.md
@@ -0,0 +1,83 @@
+---
+title: Parallel Data Fetching with Component Composition
+impact: CRITICAL
+impactDescription: eliminates server-side waterfalls
+tags: server, rsc, parallel-fetching, composition
+---
+
+## Parallel Data Fetching with Component Composition
+
+React Server Components execute sequentially within a tree. Restructure with composition to parallelize data fetching.
+
+**Incorrect (Sidebar waits for Page's fetch to complete):**
+
+```tsx
+export default async function Page() {
+ const header = await fetchHeader()
+ return (
+
+ )
+}
+
+export default function Page() {
+ return (
+
+
+
+ )
+}
+```
diff --git a/.agents/skills/vercel-react-best-practices/rules/server-serialization.md b/.agents/skills/vercel-react-best-practices/rules/server-serialization.md
new file mode 100644
index 0000000..39c5c41
--- /dev/null
+++ b/.agents/skills/vercel-react-best-practices/rules/server-serialization.md
@@ -0,0 +1,38 @@
+---
+title: Minimize Serialization at RSC Boundaries
+impact: HIGH
+impactDescription: reduces data transfer size
+tags: server, rsc, serialization, props
+---
+
+## Minimize Serialization at RSC Boundaries
+
+The React Server/Client boundary serializes all object properties into strings and embeds them in the HTML response and subsequent RSC requests. This serialized data directly impacts page weight and load time, so **size matters a lot**. Only pass fields that the client actually uses.
+
+**Incorrect (serializes all 50 fields):**
+
+```tsx
+async function Page() {
+ const user = await fetchUser() // 50 fields
+ return
+}
+
+'use client'
+function Profile({ user }: { user: User }) {
+ return
{user.name}
// uses 1 field
+}
+```
+
+**Correct (serializes only 1 field):**
+
+```tsx
+async function Page() {
+ const user = await fetchUser()
+ return
+}
+
+'use client'
+function Profile({ name }: { name: string }) {
+ return
{name}
+}
+```
diff --git a/.agents/skills/web-design-guidelines/SKILL.md b/.agents/skills/web-design-guidelines/SKILL.md
new file mode 100644
index 0000000..ceae92a
--- /dev/null
+++ b/.agents/skills/web-design-guidelines/SKILL.md
@@ -0,0 +1,39 @@
+---
+name: web-design-guidelines
+description: Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
+metadata:
+ author: vercel
+ version: "1.0.0"
+ argument-hint:
+---
+
+# Web Interface Guidelines
+
+Review files for compliance with Web Interface Guidelines.
+
+## How It Works
+
+1. Fetch the latest guidelines from the source URL below
+2. Read the specified files (or prompt user for files/pattern)
+3. Check against all rules in the fetched guidelines
+4. Output findings in the terse `file:line` format
+
+## Guidelines Source
+
+Fetch fresh guidelines before each review:
+
+```
+https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/main/command.md
+```
+
+Use WebFetch to retrieve the latest rules. The fetched content contains all the rules and output format instructions.
+
+## Usage
+
+When a user provides a file or pattern argument:
+1. Fetch guidelines from the source URL above
+2. Read the specified files
+3. Apply all rules from the fetched guidelines
+4. Output findings using the format specified in the guidelines
+
+If no files specified, ask the user which files to review.
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..64d7945
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,55 @@
+FROM node:20-alpine AS base
+
+# Install dependencies only when needed
+FROM base AS deps
+# Check https://github.com/nodejs/docker-node/tree/b4117f9333da4138b03a546ec926ef50a31506c3#nodealpine to understand why libc6-compat might be needed.
+RUN apk add --no-cache libc6-compat
+WORKDIR /app
+
+# Install dependencies based on the preferred package manager
+COPY package.json package-lock.json* ./
+RUN npm ci
+
+# Rebuild the source code only when needed
+FROM base AS builder
+WORKDIR /app
+COPY --from=deps /app/node_modules ./node_modules
+COPY . .
+
+# Next.js collects completely anonymous telemetry data about general usage.
+# Learn more here: https://nextjs.org/telemetry
+# Uncomment the following line in case you want to disable telemetry during the build.
+ENV NEXT_TELEMETRY_DISABLED 1
+
+RUN npm run build
+
+# Production image, copy all the files and run next
+FROM base AS runner
+WORKDIR /app
+
+ENV NODE_ENV production
+ENV NEXT_TELEMETRY_DISABLED 1
+
+RUN addgroup --system --gid 1001 nodejs
+RUN adduser --system --uid 1001 nextjs
+
+COPY --from=builder /app/public ./public
+
+# Set the correct permission for prerender cache
+RUN mkdir .next
+RUN chown nextjs:nodejs .next
+
+# Automatically leverage output traces to reduce image size
+# https://nextjs.org/docs/advanced-features/output-file-tracing
+COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./
+COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static
+
+USER nextjs
+
+EXPOSE 3000
+
+ENV PORT 3000
+# set hostname to localhost
+ENV HOSTNAME "0.0.0.0"
+
+CMD ["node", "server.js"]
diff --git a/Resume_latest.pdf b/Resume_latest.pdf
new file mode 100644
index 0000000..69e036b
Binary files /dev/null and b/Resume_latest.pdf differ
diff --git a/app/api/health/route.ts b/app/api/health/route.ts
new file mode 100644
index 0000000..b7f7540
--- /dev/null
+++ b/app/api/health/route.ts
@@ -0,0 +1,5 @@
+import { NextResponse } from 'next/server';
+
+export async function GET() {
+ return NextResponse.json({ status: 'ok', timestamp: new Date().toISOString() }, { status: 200 });
+}
diff --git a/app/blog/[slug]/page.tsx b/app/blog/[slug]/page.tsx
new file mode 100644
index 0000000..6591cfc
--- /dev/null
+++ b/app/blog/[slug]/page.tsx
@@ -0,0 +1,142 @@
+import { getPostBySlug } from '@/lib/mdx';
+import { MDXRemote } from 'next-mdx-remote/rsc';
+import Link from 'next/link';
+import { notFound } from 'next/navigation';
+import { format } from 'date-fns';
+import rehypeSlug from 'rehype-slug';
+import rehypeAutolinkHeadings from 'rehype-autolink-headings';
+import { TableOfContents } from '@/components/mdx/TableOfContents';
+import { SideNote } from '@/components/mdx/SideNote';
+import { Citation, Bibliography } from '@/components/mdx/Citation';
+import { MobileTableOfContents } from '@/components/mdx/MobileTableOfContents';
+
+// Utility to ensure consistent IDs
+const slugify = (text: any): string => {
+ if (!text) return '';
+ const str = typeof text === 'string' ? text : String(text);
+ return str
+ .toLowerCase()
+ .replace(/[^a-z0-9]+/g, '-')
+ .replace(/^-+|-+$/g, '');
+};
+
+const components = {
+ h1: (props: any) => ,
+ h2: (props: any) => ,
+ h3: (props: any) => ,
+ p: (props: any) => ,
+ ul: (props: any) =>
+ I am a PhD candidate at the University of Massachusetts, Lowell, focusing on World Models, Reinforcement Learning, and Multi-Agent Systems.
+
+
+ My work lies in building World Models for autonomous agents that can reason, adapt and learn in complex environments.
+ On the weekends I enjoy exercising, playing chess, listening to Jimi Hendrix, and playing video games.
+
+ );
+}
diff --git a/components/mdx/SideNote.tsx b/components/mdx/SideNote.tsx
new file mode 100644
index 0000000..0f9c5f3
--- /dev/null
+++ b/components/mdx/SideNote.tsx
@@ -0,0 +1,12 @@
+export function SideNote({ children, title }: { children: React.ReactNode; title?: string }) {
+ return (
+
+ );
+}
diff --git a/components/mdx/TableOfContents.tsx b/components/mdx/TableOfContents.tsx
new file mode 100644
index 0000000..9b92577
--- /dev/null
+++ b/components/mdx/TableOfContents.tsx
@@ -0,0 +1,79 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+
+type Heading = {
+ id: string;
+ text: string;
+ level: number;
+};
+
+export function TableOfContents({ headings }: { headings: Heading[] }) {
+ const [activeId, setActiveId] = useState('');
+
+ useEffect(() => {
+ const handleScroll = () => {
+ const headingElements = headings.map((heading) => ({
+ id: heading.id,
+ element: document.getElementById(heading.id),
+ }));
+
+ // Find the first heading that is currently visible or just above the fold
+ // We look for headings that are above the 150px mark
+ let currentActiveId = '';
+
+ for (const { id, element } of headingElements) {
+ if (!element) continue;
+ const rect = element.getBoundingClientRect();
+
+ // If the heading is within the top portion of the screen
+ // OR if we haven't found a better one yet, this one 'might' be it
+ // We basically want the *last* heading that has a 'top' value <= some threshold
+ if (rect.top <= 150) {
+ currentActiveId = id;
+ }
+ }
+
+ // If we are at the very bottom, it's likely the last item
+ if ((window.innerHeight + window.scrollY) >= document.body.offsetHeight - 50) {
+ if (headings.length > 0) currentActiveId = headings[headings.length - 1].id;
+ }
+
+ if (currentActiveId) {
+ setActiveId(currentActiveId);
+ }
+ };
+
+ window.addEventListener('scroll', handleScroll, { passive: true });
+ // Trigger once on mount
+ handleScroll();
+
+ return () => window.removeEventListener('scroll', handleScroll);
+ }, [headings]);
+
+ if (headings.length === 0) return null;
+
+ return (
+
+ );
+}
diff --git a/content/posts/hello-world.mdx b/content/posts/hello-world.mdx
new file mode 100644
index 0000000..a3107a8
--- /dev/null
+++ b/content/posts/hello-world.mdx
@@ -0,0 +1,48 @@
+---
+title: 'Hello World: The Art of Minimalism'
+date: '2024-01-01'
+description: 'An introduction to this minimal digital garden and the philosophy behind it.'
+tags: ['minimalism', 'design', 'intro']
+---
+
+Welcome to my new digital garden. This space is designed to be a reflection of my philosophy: **simplicity is the ultimate sophistication**.
+
+## Why Minimalism?
+
+In a world full of noise, I find peace in clarity. This website is built with:
+
+- **Next.js 15**: For bleeding-edge performance.
+- **Tailwind CSS**: For utility-first styling.
+- **MDX**: For rich, interactive content.
+
+## The Detail
+
+Design is not just what it looks like and feels like. Design is how it works.
+
+
+ "Simplicity is the ultimate sophistication." — Leonardo da Vinci
+
+
+### Code Snippet Test
+
+Here is how I configured the font:
+
+```typescript
+const inter = Inter({
+ variable: "--font-inter",
+ subsets: ["latin"],
+ display: "swap",
+});
+```
+
+## Future Plans
+
+I plan to write about:
+1. Software Architecture
+2. Design Systems
+3. The Zen of Coding
+
+
+
diff --git a/content/posts/testing-layout.mdx b/content/posts/testing-layout.mdx
new file mode 100644
index 0000000..8215426
--- /dev/null
+++ b/content/posts/testing-layout.mdx
@@ -0,0 +1,107 @@
+---
+title: "The Architecture of a Modern Personal Site"
+date: "2025-02-06"
+description: "A deep dive into the technical stacks, design philosophies, and implementation details of building a minimalist digital garden in the age of AI."
+tags: ["Architecture", "Next.js", "Design", "System"]
+---
+
+# Introduction
+
+In an era dominated by algorithmic feeds and ephemeral content, the personal website remains the last bastion of digital sovereignty. It is a space where the signal-to-noise ratio is controlled entirely by the author.
+
+This post serves as **stress test** for the typography and layout of this blog engine. We need to verify that long-form content is readable, that the table of contents tracks correctly, and that the marginalia (side notes) function as intended.
+
+## The Tech Stack
+
+We opted for a "bleeding-edge but stable" approach. The core constraints were:
+
+1. **Performance**: Sub-100ms navigation.
+2. **Simplicity**: No heavy client-side hydration unless necessary.
+3. **Ownership**: Markdown-backed content.
+
+
+ Markdown ensures that the content is portable. If this site moves to a completely different stack in 5 years, the content remains valid.
+
+
+### Next.js & React Server Components
+
+We utilize React Server Components (RSC) to render the MDX content entirely on the server. This means zero JavaScript is shipped for the blog post content itself.
+
+```typescript
+// app/blog/[slug]/page.tsx
+export default async function BlogPost({ params }: Props) {
+ const { slug } = await params;
+ const post = getPostBySlug(slug);
+
+ return (
+
+
+
+ );
+}
+```
+
+
+
+
+## Typography & Rhythm
+
+Good typography is invisible. It guides the eye without drawing attention to itself. We use **Inter** for its tall x-height and readability on screens.
+
+The vertical rhythm is maintained using `prose` (Tailwind Typography), ensuring that margins between paragraphs, headings, and lists are consistent.
+
+### List Styles
+
+* **Unordered lists** are used for collections of related items.
+* **Ordered lists** imply a sequence or ranking.
+* **Nested lists** should handle indentation gracefully.
+
+1. First item
+2. Second item
+ * Sub-item A
+ * Sub-item B
+3. Third item
+
+## Handling Complexity
+
+What happens when we introduce complex diagrams or citations?
+
+The system uses a custom citation component that links to a bibliography at the end. This is inspired by Tufte's design principles.
+
+> "Clutter and confusion are failures of design, not attributes of information." — Edward Tufte
+
+## Deep Dive: The Graph Network
+
+Let's discuss the graph neural network work mentioned in my resume. When dealing with multi-agent systems, the topology of interaction is often unknown.
+
+### Inference Challenge
+
+Inferring the graph $G = (V, E)$ from a set of trajectories $T$ is an NP-hard problem in its general form. However, by restricting the hypothesis space to local interactions, we can approximate the adjacency matrix.
+
+
+ The attention mechanism acts as a "soft" adjacency matrix, allowing the model to learn weights between agents dynamically.
+
+
+We developed a novel **Fast Graph Attention** layer that allows for:
+
+1. **Batching**: Processing heavily disjoint graphs in parallel.
+2. **Sparsity**: Pruning edges with low attention scores during training.
+
+```python
+class FastGAT(nn.Module):
+ def forward(self, x, adj):
+ # Efficient sparse matrix multiplication
+ return spmm(adj, self.W(x))
+```
+
+## Conclusion
+
+This layout seems to handle various content types well. The sticky TOC on the left should have tracked your progress through *The Tech Stack*, *Typography*, and *Deep Dive* sections.
+
+The marginalia should have appeared to the right of the relevant paragraphs without overlapping the main text.
+
+
+
+ [1] Edward Tufte, *Envisioning Information*, Graphics Press, 1990.
+