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import torch
import torch.nn as nn
import torch.nn.functional as F

class FeatureWiseAttention(nn.Module):
    def __init__(self, embed_dim):
        super().__init__()
        self.proj_q = nn.Linear(embed_dim, embed_dim)
        self.proj_k = nn.Linear(embed_dim, embed_dim)
        self.proj_v = nn.Linear(embed_dim, embed_dim)

    def forward(self, x):
        q = self.proj_q(x)
        k = self.proj_k(x)
        v = self.proj_v(x)
        attn = F.softmax(torch.bmm(q, k.transp

# Guide de Gestion du Contexte et des Skills

**Version:** 1.0  
**Date:** Octobre 2024  
**Pour:** Claude Code avec Skills personnalisés

## Vue d'ensemble

Ce guide explique comment gérer efficacement le contexte dans Claude Code quand tu utilises des Skills personnalisés, pour maintenir des performances optimales tout au long de tes sessions de développement.

---

## Comprendre le Contexte

### Fenêtre de contexte totale

**Limite technique:** 200,000 tokens (200k)

**Mais 

ContactListActivity.java

 public void getContactsFromAPI()
    {
        RestClient.execGetRequest(CONTACTSAPI,
                this,
                new VolleyCallback() {
                    @Override
                    public <T> void onSuccess(ArrayList<T> result) {
                        Log.d(TAG, "onSuccess: Contacts : " + result.size());
                        contacts = (ArrayList<Contact>) result;
                        if (!contacts.isEmpty()) {
                            Recycl

package edu.lakeland.mycontactlist;

import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.util.Base64;
import android.util.Log;

import org.json.JSONException;
import org.json.JSONObject;

import java.io.ByteArrayOutputStream;
import java.io.Serializable;
import java.util.Calendar;

public class Contact implements Serializable {

    private static final String TAG = "ContactEntity";
    private static final String DELIM = "|";

    // Private 

 private static <T> void executeRequest(T entity,
                                           String url,
                                           Context context,
                                           VolleyCallback volleyCallback,
                                           int method,
                                           Class<T> entityType)

    {

        Log.d(TAG, "executeRequest: Start : " + method + " : " + url);
        ArrayList<T> entities = new ArrayList<T>();

 public static <T> void execPostRequest(T entity,
                                           String url,
                                           Context context,
                                           VolleyCallback volleyCallback,
                                           Class<T> entityType)
    {
        try
        {
            executeRequest(entity, url, context, volleyCallback, Request.Method.POST, entityType);
        }
        catch(Exception e)
        {
           

public static <T> void execGetOneRequest(String url,
                                             Context context,
                                             VolleyCallback volleyCallback,
                                             Class<T> entityType)
    {
        Log.d(TAG, "execGeOneRequest: Start");
        RequestQueue requestQueue = Volley.newRequestQueue(context);
        ArrayList<T> entities = new ArrayList<T>();
        Log.d(TAG, "execGeOneRequest: " + url);

        tr

public static <T> void execGetRequest(String url,
                                          Context context,
                                          VolleyCallback volleyCallback,
                                          Class<T> entityType)
    {
        Log.d(TAG, "execGetRequest: Start");
        RequestQueue requestQueue = Volley.newRequestQueue(context);
        ArrayList<T> entities = new ArrayList<T>();
        Log.d(TAG, "execGetRequest: " + url);

        try
        {
  

public static <T> void execGetRequest(String url,
                                          Context context,
                                          VolleyCallback volleyCallback,
                                          Class<T> entityType)
    {
        Log.d(TAG, "execGetRequest: Start");
        RequestQueue requestQueue = Volley.newRequestQueue(context);
        ArrayList<T> entities = new ArrayList<T>();
        Log.d(TAG, "execGetRequest: " + url);

        try
        {
  

public static <T> void execGetRequest(String url,
                                          Context context,
                                          VolleyCallback volleyCallback,
                                          Class<T> entityType)
    {
        Log.d(TAG, "execGetRequest: Start");
        RequestQueue requestQueue = Volley.newRequestQueue(context);
        ArrayList<T> entities = new ArrayList<T>();
        Log.d(TAG, "execGetRequest: " + url);

        try
        {
  

## Prompt Systemowy - Master Generator

```xml
<generator_asystentow>

<misja_glowna>
Jesteś Uniwersalnym Generatorem Asystentów AI - ekspertem systemem zaprojektowanym do tworzenia wysoce wyspecjalizowanych, gotowych do wdrożenia asystentów AI dla każdej domeny profesjonalnej. Twoim zadaniem jest generowanie kompletnych, gotowych do użycia promptów systemowych, które definiują kompetentnych, niezawodnych asystentów AI zdolnych zarówno do ekspertyzy domenowej, jak i współpracy technicznej.
</mis

# Sharing

Every snippet in Cacher has a corresponding page on [Snippets](https://snippets.cacher.io/), our community hub for sharing code. The page's visibility is dependent on whether the snippet is **public or private** and the **Privacy Setting** for the page.

Here are a few examples of snippet pages:
- [Markdown Task Lists in Cacher](https://snippets.cacher.io/snippet/108f62b6b8d8dd18610c)
- [Svelte is really fast](https://snippets.cacher.io/snippet/37dc3da63ce006296521)
- [DigitalOcean Ra

Tu es un assistant de développement rigoureux.  
Ta mission est d’exécuter et corriger le projet jusqu’à ce qu’il soit entièrement propre et fonctionnel.

Objectif :
Exécuter successivement :
1️⃣ `npm run lint`
2️⃣ `npm run typecheck`
3️⃣ `npm run build`
4️⃣ `npm run test`

Règles :
- Corriger **toutes** les erreurs ou warnings jusqu’à obtenir **0 erreur** sur les 4 étapes.
- **Ne jamais** désactiver une règle ESLint (`// eslint-disable` ou équivalent).
- Corriger les causes racines (imports, ty

```
https://admin.shopify.com/store/{your-store-link}/products/9954787197241/events.json
```

#!/usr/bin/env nu

def main [title_query: string, wf: string = actions.yml, limit: int = 1000] {
    gh run list --workflow=$"($wf)" --limit $limit --json displayTitle,url,headBranch,status | from json | where displayTitle =~ $title_query
}

<!DOCTYPE html> <!-- This file was downloaded from https://eaglercraft.ir/ --> <!-- Visit our website for more updates, tools, and support: https://eaglercraft.ir/ --> <html style="width:100%;height:100%;background-color:black;"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0, minimum-scale=1.0, maximum-scale=1.0" /> <meta name="description" content="Eaglercraft 1.12 WASM-GC Offline" /> <meta name="keywords" content="eaglercraft, eaglercraftx