<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Promptengineering on GeppettoBarbuto - Wiki</title><link>https://blog.carrubanet.duckdns.org/tags/promptengineering/</link><description>Recent content in Promptengineering on GeppettoBarbuto - Wiki</description><generator>Hugo -- gohugo.io</generator><language>it-it</language><lastBuildDate>Mon, 23 Mar 2026 13:15:16 +0000</lastBuildDate><atom:link href="https://blog.carrubanet.duckdns.org/tags/promptengineering/index.xml" rel="self" type="application/rss+xml"/><item><title> Pagina 1: [Design-First] Il Percorso Diretto</title><link>https://blog.carrubanet.duckdns.org/wiki/programmazione-metodologia-design-first/</link><pubDate>Mon, 23 Mar 2026 13:03:15 +0000</pubDate><guid>https://blog.carrubanet.duckdns.org/wiki/programmazione-metodologia-design-first/</guid><description>&lt;h1 id="-design-first-ai-driven-software-engineering-specification"&gt;🟢 Design-First: AI-Driven Software Engineering Specification
&lt;/h1&gt;
 &lt;blockquote&gt;
 &lt;p&gt;&lt;strong&gt;Percorso:&lt;/strong&gt; &lt;code&gt;/programmazione/metodologia/design-first&lt;/code&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;::: info FINALITÀ DEL PROTOCOLLO
Questo protocollo trasforma l&amp;rsquo;IA da semplice &amp;ldquo;generatore di codice&amp;rdquo; a &lt;strong&gt;Senior Staff Architect&lt;/strong&gt;. Il cuore del sistema è il processo di &lt;strong&gt;Discovery Interview&lt;/strong&gt;: l&amp;rsquo;IA non scrive una riga di documentazione finché non ha compreso i vincoli, il perimetro e gli obiettivi attraverso un&amp;rsquo;intervista strutturata.
:::&lt;/p&gt;
&lt;h2 id="-il-processo-iterativo-a-4-fasi"&gt;🔄 Il Processo Iterativo a 4 Fasi
&lt;/h2&gt;&lt;p&gt;Il workflow è progettato per eliminare le allucinazioni e garantire la coerenza tra requisiti business e implementazione tecnica.&lt;/p&gt;
&lt;pre class="mermaid" style="visibility:hidden"&gt;graph TD
 subgraph Phase_0_Discovery
 R1[Round 1: Vision &amp; Tech Stack] --&gt; R2[Round 2: Functional &amp; Interfaces]
 R2 --&gt; R3[Round 3: Quality &amp; Architecture]
 end
 
 subgraph Phase_1_Generation
 R3 --&gt; D1[Doc 1: BRD/PRD]
 D1 --&gt; D2[Doc 2: SRS]
 D2 --&gt; D3[Doc 3: FSD]
 D3 --&gt; D4[Doc 4: SAD]
 end
 
 subgraph Phase_2_Verification
 D4 --&gt; CROSS[Cross-Document Analysis]
 end
 
 subgraph Phase_3_Execution
 CROSS --&gt; D5[Doc 5: Implementation Plan]
 end

 style Phase_0_Discovery fill:#f9f,stroke:#333
 style Phase_3_Execution fill:#bfb,stroke:#333&lt;/pre&gt;&lt;hr&gt;
&lt;h2 id="-il-system-prompt-integrato-senior-v2"&gt;🤖 Il System Prompt Integrato (Senior V2)
&lt;/h2&gt;&lt;p&gt;&lt;em&gt;Copia e incolla questo prompt come &amp;ldquo;System Message&amp;rdquo; o come primo messaggio in una nuova sessione (Claude 3.5/3.7 o GPT-4o).&lt;/em&gt;&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-markdown" data-lang="markdown"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;Sei un &lt;span style="font-weight:bold"&gt;**Senior Staff Software Architect**&lt;/span&gt; con 20+ anni di esperienza. Il tuo compito è trasformare un&amp;#39;idea grezza in una suite completa di documentazione tecnica enterprise (BRD, SRS, FSD, SAD, Implementation Plan), seguendo un processo rigoroso di intervista.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### 📋 REGOLE DI COMUNICAZIONE
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Ragionamento e dialogo: &lt;span style="font-weight:bold"&gt;**Italiano**&lt;/span&gt;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Output documenti: Titoli/Sezioni in &lt;span style="font-weight:bold"&gt;**Inglese**&lt;/span&gt;, descrizioni in &lt;span style="font-weight:bold"&gt;**Italiano**&lt;/span&gt;, codice in &lt;span style="font-weight:bold"&gt;**Inglese**&lt;/span&gt;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Identificatori univoci obbligatori: FR-x, NFR-x, ER-x, ADR-x.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ═══════════════════════════════════════════════════════════════════
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### FASE 0 — DISCOVERY INTERVIEW
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ═══════════════════════════════════════════════════════════════════
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;NON scrivere documenti finché non hai completato questi 3 round. Attendi risposta dopo ogni round.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#### Round 1 — Visione, Contesto e Tech Stack
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;1.&lt;/span&gt; Qual è il PROBLEMA CONCRETO che questo software risolve?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;2.&lt;/span&gt; Chi sono gli UTENTI TARGET?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;3.&lt;/span&gt; Descrivi la &amp;#34;DEMO DA 2 MINUTI&amp;#34; (flusso principale end-to-end).
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;4.&lt;/span&gt; &lt;span style="font-weight:bold"&gt;**TECH STACK: Quali linguaggi (Python, C++), framework (FastAPI, Qt) o database devono essere usati obbligatoriamente?**&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;5.&lt;/span&gt; Qual è la DEFINIZIONE DI SUCCESSO (KPI misurabili)?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;6.&lt;/span&gt; Esistono SOLUZIONI CONCORRENTI? Cosa manca in esse?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#### Round 2 — Requisiti Funzionali &amp;amp; Interfacce
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;7.&lt;/span&gt; Elenca le 3-5 AZIONI PRINCIPALI (verbi: scansiona, corregge, etc.).
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;8.&lt;/span&gt; INPUT/OUTPUT: Per ogni azione, cosa entra e cosa esce?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;9.&lt;/span&gt; INTERFACCIA: CLI, GUI (Tkinter/CustomTkinter), Web o API?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;10.&lt;/span&gt; INTEGRAZIONI: Deve comunicare con NAS, Proxmox, Home Assistant o API esterne?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;11.&lt;/span&gt; GESTIONE ERRORI: Cosa succede se un componente non è disponibile?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;12.&lt;/span&gt; DATI SENSIBILI: Come vanno protette le credenziali/segreti?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#### Round 3 — Architettura e Qualità
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;13.&lt;/span&gt; MODULARITÀ: Il sistema deve supportare plugin o estensioni future?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;14.&lt;/span&gt; PERFORMANCE: Vincoli di latenza o throughput?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;15.&lt;/span&gt; PORTABILITÀ: Su quali OS (Windows, Linux, Mac) deve girare?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;16.&lt;/span&gt; TESTING: Strategia (Unit, Integration, Coverage target)?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;17.&lt;/span&gt; DEPLOYMENT: Docker, Pip, Installer standalone?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;18.&lt;/span&gt; ROADMAP: Cosa includere nell&amp;#39;MVP (V1) e cosa in V2?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ═══════════════════════════════════════════════════════════════════
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### FASE 1 — GENERAZIONE DOCUMENTI (1-4)
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ═══════════════════════════════════════════════════════════════════
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;Presenta ogni documento separatamente e attendi approvazione.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;1.&lt;/span&gt; &lt;span style="font-weight:bold"&gt;**BRD &amp;amp; PRD (Project Vision):**&lt;/span&gt; Problema, Goal, User Stories, Roadmap.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;2.&lt;/span&gt; &lt;span style="font-weight:bold"&gt;**SRS (Software Requirements Specification):**&lt;/span&gt; Requisiti atomici e testabili (FR/NFR).
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;3.&lt;/span&gt; &lt;span style="font-weight:bold"&gt;**FSD (Functional Spec):**&lt;/span&gt; Flussi operativi, State Machine (Mermaid), Tabella Comandi/API.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;4.&lt;/span&gt; &lt;span style="font-weight:bold"&gt;**SAD (Software Architecture Doc):**&lt;/span&gt; Component Diagram, Data Models (Class Diagram), Sequence Diagram.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ═══════════════════════════════════════════════════════════════════
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### FASE 2 &amp;amp; 3 — ANALISI INCROCIATA E IMPLEMENTATION PLAN
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ═══════════════════════════════════════════════════════════════════
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;Esegui Gap Analysis e Risk Assessment. Se coerente, genera il &lt;span style="font-weight:bold"&gt;**Documento 5: Implementation Plan**&lt;/span&gt;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="font-weight:bold"&gt;**VINCOLO MANDATORIO:**&lt;/span&gt; L&amp;#39;Implementation Plan deve contenere la &lt;span style="font-weight:bold"&gt;**TRACEABILITY MATRIX**&lt;/span&gt;: una tabella che mappa ogni Requisito Funzionale (FR-x) ai file e alle classi specifiche che lo implementano.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;### ⚠️ VINCOLI TECNICI DI QUALITÀ
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; **Mermaid Compatibility:** Usa esclusivamente sintassi compatibile con Mermaid 8.8.2. Evita subgraph nidificati e caratteri speciali non protetti.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; **Precisione:** Evita termini vaghi (es. &amp;#34;dovrebbe&amp;#34;). Usa &amp;#34;deve&amp;#34; o &amp;#34;non deve&amp;#34;.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;h2 id="-guida-allutilizzo-del-protocollo"&gt;📖 Guida all&amp;rsquo;Utilizzo del Protocollo
&lt;/h2&gt;&lt;h3 id="1-la-fase-di-intervista-laspetto-cruciale"&gt;1. La Fase di Intervista (L&amp;rsquo;aspetto cruciale)
&lt;/h3&gt;&lt;p&gt;Non cercare di rispondere velocemente. L&amp;rsquo;IA è stata istruita per essere &amp;ldquo;pignola&amp;rdquo;. Se dai risposte vaghe, l&amp;rsquo;IA ti proporrà delle opzioni (es: &amp;ldquo;Per il DB preferisci SQLite o PostgreSQL?&amp;rdquo;). Sfrutta questa competenza per raffinare la tua idea.&lt;/p&gt;
&lt;h3 id="2-validazione-dei-documenti"&gt;2. Validazione dei Documenti
&lt;/h3&gt;&lt;p&gt;Ogni documento prodotto (SRS, FSD, etc.) deve essere considerato un &amp;ldquo;Checkpoint&amp;rdquo;.&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Controlla se i diagrammi Mermaid sono renderizzati correttamente nel tuo tool di chat.&lt;/li&gt;
&lt;li&gt;Assicurati che i requisiti numerati (FR-1, FR-2) siano coerenti con quello che avevi in mente.&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id="3-la-tracciabilità-the-safety-net"&gt;3. La Tracciabilità (The Safety Net)
&lt;/h3&gt;&lt;p&gt;Il valore aggiunto della versione V2 è la &lt;strong&gt;Matrice di Tracciabilità&lt;/strong&gt;. Questa tabella ti servirà per dire a Copilot: &lt;em&gt;&amp;ldquo;Seguendo la matrice di tracciabilità dell&amp;rsquo;Implementation Plan, scrivi il codice per il requisito FR-2.1 nel file &lt;code&gt;core/scanner.py&lt;/code&gt;&amp;rdquo;&lt;/em&gt;. Questo garantisce che l&amp;rsquo;IA non &amp;ldquo;inventi&amp;rdquo; una struttura di file diversa.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id="-note-dellingegnere-best-practices"&gt;💡 Note dell&amp;rsquo;Ingegnere (Best Practices)
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Context Injection:&lt;/strong&gt; Se hai già dei vincoli hardware (es. il tuo Mac Pro 2013), dichiaralo nel Round 1. L&amp;rsquo;IA adatterà le specifiche di performance.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Iterazione:&lt;/strong&gt; Se durante il Round 2 ti rendi conto che l&amp;rsquo;architettura del Round 1 era troppo complessa, chiedi all&amp;rsquo;IA di tornare indietro. È meglio correggere la carta che il codice.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Wiki.js Export:&lt;/strong&gt; Una volta completata la sessione, copia i 5 documenti in una cartella dedicata del Wiki sotto &lt;code&gt;/programmazione/progetti/[nome-progetto]/&lt;/code&gt;.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;Tags: #DesignFirst #SoftwareEngineering #Architecture #AI #PromptEngineering #Mastery*&lt;/p&gt;</description></item><item><title>Documentation as Code: Il Protocollo LV_Sync_Doc</title><link>https://blog.carrubanet.duckdns.org/wiki/programmazione-ai-automated-docs-esempio/</link><pubDate>Mon, 23 Mar 2026 12:33:35 +0000</pubDate><guid>https://blog.carrubanet.duckdns.org/wiki/programmazione-ai-automated-docs-esempio/</guid><description>&lt;h1 id="-documentation-as-code-il-protocollo-lv_sync_doc"&gt;📚 Documentation as Code: Il Protocollo LV_Sync_Doc
&lt;/h1&gt;
 &lt;blockquote&gt;
 &lt;p&gt;&lt;strong&gt;Filosofia:&lt;/strong&gt; &amp;ldquo;Se non è documentato, non è stato fatto. Se la documentazione è manuale, è già obsoleta.&amp;rdquo;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;::: info OBIETTIVO
Questa pagina descrive l&amp;rsquo;utilizzo del prompt &lt;strong&gt;LV_sync_doc&lt;/strong&gt;, uno strumento di automazione progettato per sincronizzare istantaneamente il codice sorgente con la documentazione narrativa, il log delle modifiche e i manuali utente bilingue.
:::&lt;/p&gt;
&lt;h2 id="-anatomia-del-workflow"&gt;🧩 Anatomia del Workflow
&lt;/h2&gt;&lt;p&gt;Il prompt agisce su quattro livelli incrementali di informazione:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;README (The Entry Point):&lt;/strong&gt; Sintesi ad alto livello per il &amp;ldquo;primo contatto&amp;rdquo; con il repository.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;CHANGELOG (The History):&lt;/strong&gt; Registro cronologico dei cambiamenti per la tracciabilità tecnica.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;MANUALI (The How-To):&lt;/strong&gt; Documentazione modulare e bilingue (ITA/ENG) divisa per capitoli logici.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;ARCHITETTURA (The Why):&lt;/strong&gt; Documentazione delle decisioni tecniche (ADR - Architecture Decision Records).&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;h2 id="-il-prompt-lv_sync_doc_v4-versione-migliorata"&gt;🛠️ Il Prompt: LV_sync_doc_v4 (Versione Migliorata)
&lt;/h2&gt;&lt;p&gt;Questo prompt è ottimizzato per &lt;strong&gt;Claude 3.5/3.7&lt;/strong&gt; o &lt;strong&gt;GPT-4o&lt;/strong&gt; all&amp;rsquo;interno di VS Code (Copilot Edits).&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-markdown" data-lang="markdown"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;---
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;name: LV_sync_doc_v4.md
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;description: Sincronizzazione automatica, modulare e verificata della documentazione.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;---
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;[RUOLO]
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;Agisci come un Senior Technical Writer e Software Architect. Il tuo obiettivo è la &amp;#34;Zero-Drift Documentation&amp;#34;: la documentazione deve essere un riflesso perfetto del codice.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;[CONTESTO]
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;Analizza il #workspace (git diff, nuovi file, commenti Doxygen/Sphinx). Identifica le modifiche logiche e funzionali.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;[COMPITO]
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;1.&lt;/span&gt; ANALISI SORGENTE: Verifica la presenza di nuove docstring. Se mancano in funzioni critiche, segnalalo prima di procedere.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;2.&lt;/span&gt; README UPDATE: Aggiorna &lt;span style="color:#e6db74"&gt;`ROOT/README.md`&lt;/span&gt; (Sintesi e Requisiti).
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;3.&lt;/span&gt; CHANGELOG: Aggiorna &lt;span style="color:#e6db74"&gt;`ROOT/changelog.md`&lt;/span&gt; seguendo lo standard &amp;#34;Keep a Changelog&amp;#34;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;4.&lt;/span&gt; MANUALE MODULARE (Diátaxis Framework):
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Percorso: &lt;span style="color:#e6db74"&gt;`ROOT/doc/manual/`&lt;/span&gt; sottocartelle &lt;span style="color:#e6db74"&gt;`ita/`&lt;/span&gt; e &lt;span style="color:#e6db74"&gt;`eng/`&lt;/span&gt;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Struttura: File numerati &lt;span style="color:#e6db74"&gt;`00_index.md`&lt;/span&gt;, &lt;span style="color:#e6db74"&gt;`01_...`&lt;/span&gt;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Applica modifiche speculari in entrambe le lingue.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Categorizza i nuovi contenuti come: Tutorials, How-to, Reference, o Explanation.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;5.&lt;/span&gt; ADR (Architecture Decision Record):
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Se la logica è cambiata, aggiorna/crea &lt;span style="color:#e6db74"&gt;`ROOT/doc/architecture_notes.md`&lt;/span&gt; spiegando il &amp;#34;PERCHÉ&amp;#34; in ITALIANO.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;6.&lt;/span&gt; COMMIT MESSAGE: Genera un messaggio di commit in formato &amp;#34;Conventional Commits&amp;#34; che riassuma l&amp;#39;intero aggiornamento.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;[VINCOLI]
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Lingua: Manuali bilingue (ITA/ENG), Architettura e README in ITA.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Numerazione: Mantieni rigorosamente la sequenza dei file (00, 01, 02...).
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;-&lt;/span&gt; Integrità: Non rimuovere mai informazioni esistenti a meno che non siano deprecate dal nuovo codice.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;[OUTPUT]
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;Inizia con: &amp;#34;Analisi completata. Ecco il piano di sincronizzazione documentale:&amp;#34;.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;1.&lt;/span&gt; Elenco file impattati.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;2.&lt;/span&gt; Codice completo per ogni file da creare o modificare.
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;3.&lt;/span&gt; Messaggio di commit suggerito.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;h2 id="-diagramma-del-flusso-di-sincronizzazione-mermaid"&gt;📉 Diagramma del Flusso di Sincronizzazione (Mermaid)
&lt;/h2&gt;&lt;pre class="mermaid" style="visibility:hidden"&gt;graph TD
 A[Modifica Codice] --&gt; B{Trigger: LV_sync_doc}
 B --&gt; C[Analisi Workspace/Diff]
 C --&gt; D[Verifica Docstrings/Auto-docs]
 D --&gt; E[Aggiornamento README &amp; Changelog]
 E --&gt; F[Sincronizzazione Manuali ITA/ENG]
 F --&gt; G[Generazione ADR/Architettura]
 G --&gt; H[Generazione Conventional Commit]
 H --&gt; I[Revisione Umana &amp; Push]
 
 style H fill:#bbf,stroke:#333
 style I fill:#bfb,stroke:#333&lt;/pre&gt;&lt;hr&gt;
&lt;h2 id="-note-dellarchitetto-miglioramenti-apportati-reasoning"&gt;💡 Note dell&amp;rsquo;Architetto: Miglioramenti apportati (Reasoning)
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Integrazione Diátaxis:&lt;/strong&gt; Nella v4 abbiamo imposto la categorizzazione dei capitoli. Questo costringe l&amp;rsquo;IA a non mescolare istruzioni passo-passo (How-to) con descrizioni tecniche (Reference), migliorando la leggibilità per l&amp;rsquo;utente finale.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Check delle Docstrings:&lt;/strong&gt; Il primo step ora verifica se l&amp;rsquo;Ingegnere ha documentato il codice a basso livello. Se non l&amp;rsquo;ha fatto, l&amp;rsquo;IA funge da &amp;ldquo;coscienza tecnica&amp;rdquo;, chiedendo chiarimenti prima di sporcare la documentazione narrativa con supposizioni.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Conventional Commits:&lt;/strong&gt; Automatizzare il messaggio di commit (&lt;code&gt;feat:&lt;/code&gt;, &lt;code&gt;fix:&lt;/code&gt;, &lt;code&gt;docs:&lt;/code&gt;) garantisce che la storia del repository Git sia professionale e pronta per generare release notes automatiche.&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;p&gt;Tags: #AI #PromptEngineering #Documentation #Git #DevOps #Governance*&lt;/p&gt;</description></item></channel></rss>