{
    "model": "gpt-5.6-terra",
    "instructions": "Tu es un moteur de développement logiciel. Analyse le projet local, demande les autorisations nécessaires avant de lire ou modifier les fichiers, puis propose des changements précis, réversibles et vérifiables.\n\n---\n\n=== BEGIN CONTEXT PAYLOAD INSPECTOR ===\nPayload final: 81176 octets | sha256=d8f8ab36329a3c4c5ba4f77bcea37e2428462ad6e8018d2b5989efe024be5d50\n[OK] app/Views/auth/form.php | 28966 octets\n[OK] app/Controllers/Auth.php | 3888 octets\n=== END CONTEXT PAYLOAD INSPECTOR ===\n\n\n\n=== CONTEXTE FINAL VERROUILLE evolution — SOURCE DE VERITE ===\nv2.4.7 : tout chemin exact explicite et resolu est promu OBLIGATOIRE, meme s'il avait deja ete decouvert. Les blocs PINNED sont injectes entiers et jamais tronques.\nCes fichiers viennent d'etre relus sur le disque juste avant la generation du diff. Les marqueurs COMPLET signifient que le contenu entre BEGIN/END est integral.\n\nPLAN D'EXPLORATION EXECUTE PAR evolution :\n- path: app/Controllers/Auth.php => 1 nouveau(x) fichier(s), cible exacte promue OBLIGATOIRE\n- route: admin/evolution-ia => 4 nouveau(x) fichier(s) épinglé(s)\n- route: admin/evolution-ia/stream => 0 nouveau(x) fichier(s) épinglé(s)\n- route: admin/evolution-ia/transcrire => 1 nouveau(x) fichier(s) épinglé(s)\n- route: admin/evolution-ia/prompt => 0 nouveau(x) fichier(s) épinglé(s)\n- route: admin/evolution-ia/systeme/analyser => 1 nouveau(x) fichier(s) épinglé(s)\n- route: admin/evolution-ia/systeme/mettre-a-jour => 0 nouveau(x) fichier(s) épinglé(s)\n- PIN path obligatoire -> app/Controllers/Auth.php\n- PIN route admin/evolution-ia -> app/Config/Routes.php\n- PIN controller route admin/evolution-ia -> app/Controllers/Admin/Development.php\n- PIN view route admin/evolution-ia -> app/Views/admin/development/recipes.php\n- PIN view route admin/evolution-ia -> app/Views/admin/development/index.php\n- PIN route admin/evolution-ia/stream -> app/Config/Routes.php\n- PIN controller route admin/evolution-ia/stream -> app/Controllers/Admin/Development.php\n- PIN route admin/evolution-ia/transcrire -> app/Config/Routes.php\n- PIN controller route admin/evolution-ia/transcrire -> app/Controllers/Admin/DevelopmentVoice.php\n- PIN route admin/evolution-ia/prompt -> app/Config/Routes.php\n- PIN controller route admin/evolution-ia/prompt -> app/Controllers/Admin/Development.php\n- PIN route admin/evolution-ia/systeme/analyser -> app/Config/Routes.php\n- PIN controller route admin/evolution-ia/systeme/analyser -> app/Controllers/Admin/SystemUpdates.php\n- PIN route admin/evolution-ia/systeme/mettre-a-jour -> app/Config/Routes.php\n- PIN controller route admin/evolution-ia/systeme/mettre-a-jour -> app/Controllers/Admin/SystemUpdates.php\n\n=== CONTEXTE OBLIGATOIRE — CHEMINS EXACTS AUTORISES ===\n\n--- BEGIN PINNED app/Controllers/Auth.php | 3888 octets | sha256=1cf1f5063353cc7ef97175cbd6d6d1461a5e6b684f7b55a29febe572a86a2f20 | COMPLET ---\n<?php\nnamespace App\\Controllers;\n\nuse App\\Models\\UserModel;\n\nclass Auth extends BaseController\n{\n    public function login(){ return view('auth/form',['mode'=>'login','title'=>'Connexion']); }\n    public function register(){ return view('auth/form',['mode'=>'register','title'=>'Créer un compte']); }\n    public function forgotPassword(){ return view('auth/form',['mode'=>'forgot','title'=>'Mot de passe oublié']); }\n\n    public function attempt(){\n        $user=(new UserModel())->where('email',strtolower(trim((string)$this->request->getPost('email'))))->first();\n        if(!$user || !password_verify((string)$this->request->getPost('password'),(string)$user['password_hash'])) return redirect()->back()->withInput()->with('error','Identifiants invalides.');\n        session()->regenerate();\n        session()->set(['user_id'=>(int)$user['id'],'user_name'=>$user['name'],'is_admin'=>(int)$user['is_admin']]);\n        $target=(string)(session('auth_redirect')?:site_url('admin/evolution-ia')); session()->remove('auth_redirect');\n        return redirect()->to($target);\n    }\n\n    public function store(){\n        $name=trim((string)$this->request->getPost('name')); $email=strtolower(trim((string)$this->request->getPost('email'))); $password=[EXPURGÉ]\n        if($name==='' || !filter_var($email,FILTER_VALIDATE_EMAIL) || strlen($password)<12) return redirect()->back()->withInput()->with('error','Nom, e-mail valide et mot de passe de 12 caractères minimum requis.');\n        $users=new UserModel(); if($users->where('email',$email)->first()) return redirect()->back()->withInput()->with('error','Cet e-mail est déjà enregistré.');\n        $id=$users->insert(['name'=>$name,'email'=>$email,'password_hash'=>password_hash($password,PASSWORD_DEFAULT),'is_admin'=>1]);\n        session()->regenerate(); session()->set(['user_id'=>(int)$id,'user_name'=>$name,'is_admin'=>1]);\n        return redirect()->to(site_url('admin/evolution-ia'));\n    }\n\n    public function sendResetLink(){\n        $email=strtolower(trim((string)$this->request->getPost('email'))); $user=(new UserModel())->where('email',$email)->first();\n        if($user){\n            $token=bin2hex(random_bytes(32));\n            db_connect()->table('password_resets')->where('user_id',(int)$user['id'])->delete();\n            db_connect()->table('password_resets')->insert(['user_id'=>(int)$user['id'],'token_hash'=>hash('sha256',$token),'expires_at'=>date('Y-m-d H:i:s',time()+3600),'created_at'=>date('Y-m-d H:i:s')]);\n            $url=site_url('auth/reset-password/'.$token);\n            service('email')->setTo($email)->setSubject('Réinitialisation du mot de passe')->setMessage(\"Utilisez ce lien dans l’heure : $url\")->send();\n        }\n        return redirect()->to(site_url('auth/login'))->with('success','Si cette adresse existe, un lien de réinitialisation a été envoyé.');\n    }\n\n    public function resetPassword(string $token){ return view('auth/form',['mode'=>'reset','title'=>'Nouveau mot de passe','token'=>$token]); }\n    public function updatePassword(string $token){\n        $password=[EXPURGÉ] $reset=db_connect()->table('password_resets')->where('token_hash',hash('sha256',$token))->where('expires_at >=',date('Y-m-d H:i:s'))->get()->getRowArray();\n        if(!$reset || strlen($password)<12) return redirect()->back()->with('error','Lien invalide ou expiré, ou mot de passe trop court.');\n        (new UserModel())->update((int)$reset['user_id'],['password_hash'=>password_hash($password,PASSWORD_DEFAULT)]);\n        db_connect()->table('password_resets')->where('id',(int)$reset['id'])->delete();\n        return redirect()->to(site_url('auth/login'))->with('success','Mot de passe modifié. Connectez-vous.');\n    }\n    public function logout(){ session()->destroy(); return redirect()->to(site_url('auth/login')); }\n}\n\n--- END PINNED app/Controllers/Auth.php | COMPLET ---\n\n=== CONTEXTE SECONDAIRE — DEPENDANCES RESOLUES ===\n\n--- CONTEXT EXCERPT app/Config/Routes.php | 4589 octets | sha256=6914991fdef711570261fe65b26ed419e9c3399dfd79e6552fc72ef749c89868 | NON_COMPLET ---\n<?php\nuse CodeIgniter\\Router\\RouteCollection;\n/** @var RouteCollection $routes */\n$routes->setDefaultNamespace('App\\\\Controllers');\n$routes->setAutoRoute(false);\n\n// Site public Nexum AI. L'espace de travail reste sous /admin/evolution-ia.\n$routes->get('/', 'Home::index');\n\n$routes->get('auth/login', 'Auth::login');\n$routes->post('auth/login', 'Auth::attempt');\n$routes->get('auth/register', 'Auth::register');\n$routes->post('auth/register', 'Auth::store');\n$routes->get('auth/forgot-password', 'Auth::forgotPassword');\n$routes->post('auth/forgot-password', 'Auth::sendResetLink');\n$routes->get('auth/reset-password/(:segment)', 'Auth::resetPassword/$1');\n$routes->post('auth/reset-password/(:segment)', 'Auth::updatePassword/$1');\n$routes->post('auth/logout', 'Auth::logout');\n\n$routes->group('admin', ['namespace'=>'App\\\\Controllers\\\\Admin'], static function($routes){\n    $routes->get('evolution-ia', 'Development::index');\n    $routes->post('evolution-ia/stream', 'Development::stream');\n    $routes->post('evolution-ia/transcrire', 'DevelopmentVoice::transcribe');\n    $routes->post('evolution-ia/prompt', 'Development::savePrompt');\n    $routes->post('evolution-ia/systeme/analyser', 'SystemUpdates::analyze');\n    $routes->post('evolution-ia/systeme/mettre-a-jour', 'SystemUpdates::install');\n    $routes->post('evolution-ia/systeme/restaurer', 'SystemUpdates::rollback');\n    $routes->get('evolution-ia/systeme/historique', 'SystemUpdates::history');\n    $routes->get('evolution-ia/systeme/recuperation', 'SystemUpdates::recovery');\n    $routes->post('evolution-ia/apparence', 'ThemeSettings::save');\n    $routes->get('evolution-ia/autocomplete', 'Development::autocomplete');\n    $routes->post('evolution-ia/projets', 'Development::projectSave');\n    $routes->post('evolution-ia/projets/(:segment)/supprimer', 'Development::projectDelete/$1');\n    $routes->post('evolution-ia/projets/upload', 'Development::projectUpload');\n    $routes->post('evolution-ia/projets/(:segment)/runtime', 'Development::projectRuntime/$1');\n    $routes->post('evolution-ia/projets/(:segment)/analyser', 'Development::projectAnalyze/$1');\n    $routes->get('evolution-ia/projets/(:segment)/rapport', 'Development::projectReport/$1');\n    $routes->post('evolution-ia/projets/(:segment)/framework/plan', 'Development::frameworkPlan/$1');\n    $routes->post('evolution-ia/projets/(:segment)/framework/preparer', 'Development::frameworkPrepare/$1');\n    $routes->get('evolution-ia/acces/arbre', 'Development::accessTree');\n    $routes->get('evolution-ia/acces/etat', 'Development::accessState');\n    $routes->post('evolution-ia/acces/autoriser', 'Development::accessGrant');\n    $routes->post('evolution-ia/acces/resoudre', 'Development::accessResolve');\n    $routes->post('evolution-ia/acces/(:num)/revoquer', 'Development::accessRevoke/$1');\n    $routes->post('evolution-ia/acces/mode', 'Development::accessMode');\n    $routes->post('evolution-ia/acces/reprendre', 'Development::resumeAccess');\n    $routes->post('evolution-ia/propositions/preparer', 'Development::prepareProposal');\n    $routes->get('evolution-ia/propositions/(:num)', 'Development::proposal/$1');\n    $routes->get('evolution-ia/logs', 'Development::logs');\n    $routes->get('evolution-ia/logs/context/(:num)/(:segment)', 'Development::downloadAiContext/$1/$2');\n    $routes->post('evolution-ia/propositions/(:num)/installer', 'Development::installProposal/$1');\n    $routes->post('evolution-ia/propositions/(:num)/refuser', 'Development::rejectProposal/$1');\n    $routes->post('evolution-ia/propositions/(:num)/deployer', 'Development::deployProposal/$1');\n    $routes->post('evolution-ia/propositions/(:num)/rollback-deploiement', 'Development::rollbackDeployment/$1');\n    $routes->post('evolution-ia/propositions/(:num)/git-add', 'Development::gitAdd/$1');\n    $routes->post('evolution-ia/propositions/(:num)/git-commit', 'Development::gitCommit/$1');\n    $routes->post('evolution-ia/propositions/(:num)/git-diagnostic', 'Development::gitDiagnose/$1');\n    $routes->post('evolution-ia/propositions/(:num)/git-push', 'Development::gitPush/$1');\n    $routes->post('evolution-ia/propositions/(:num)/git-revert', 'Development::gitRevert/$1');\n    $routes->post('evolution-ia/propositions/(:num)/git-revert-push', 'Development::gitPushRevert/$1');\n    $routes->post('evolution-ia/propositions/(:num)/restaurer', 'Development::restoreProposal/$1');\n    $routes->get('evolution-ia/propositions/(:num)/backup-bdd', 'Development::downloadDatabaseBackup/$1');\n    $routes->post('evolution-ia/(:num)/supprimer', 'Development::delete/$1');\n});\n\n--- END CONTEXT EXCERPT app/Config/Routes.php ---\n\n--- CONTEXT EXCERPT app/Controllers/Admin/Development.php | 31451 octets | sha256=1b04eda404662096a07c21e1804378807ea8ff93f9799aab7f24b6250b78d9e7 | NON_COMPLET ---\n<?php\nnamespace App\\Controllers\\Admin;\n\nuse App\\Controllers\\BaseController;\nuse App\\Models\\DevConversationModel;\nuse App\\Models\\DevMessageModel;\nuse App\\Services\\DevelopmentService;\nuse App\\Services\\SettingService;\nuse App\\Services\\DevelopmentProposalService;\nuse App\\Models\\DevProposalModel;\nuse App\\Models\\DevProposalFileModel;\nuse App\\Models\\DevProposalDatabaseModel;\nuse App\\Services\\DevelopmentAccessManagerService;\n\nclass Development extends BaseController\n{\n    public function index()\n    {\n        $userId=(int)session('user_id');\n        if((string)$this->request->getGet('vue')==='recettes'){\n            $proposals=(new DevProposalModel())->whereIn('status',['installed','rejected'])->orderBy('updated_at','DESC')->findAll();\n            $filesByProposal=[];\n            foreach($proposals as $proposal){\n                $filesByProposal[(int)$proposal['id']]=(new DevProposalFileModel())->where('proposal_id',(int)$proposal['id'])->countAllResults();\n            }\n            return view('admin/development/recipes',[\n                'title'=>'Matrice des recettes',\n                'proposals'=>$proposals,\n                'filesByProposal'=>$filesByProposal,\n                'appVersion'=>(string)config(\\Config\\Evolution::class)->version,\n            ]);\n        }\n\n        $id=(int)($this->request->getGet('conversation_id')??0); $active=null; $messages=[];\n        $cm=new DevConversationModel();\n        $usageService=new \\App\\Services\\AiUsageLogService();\n        if ($id>0) { $active=$cm->where(['id'=>$id,'user_id'=>$userId])->first(); if($active)$messages=(new DevMessageModel())->where('conversation_id',$id)->orderBy('id','ASC')->findAll(); }\n        $projectManager=new \\App\\Services\\DevelopmentProjectManagerService();\n        $activeProjectId=$active ? $projectManager->projectIdForConversation((int)$active['id']) : 'system';\n        return view('admin/development/index',[\n            'title'=>'Nexum IA','active'=>$active,'messages'=>$messages,\n            'activeProjectId'=>$activeProjectId,\n            'recent'=>$cm->where('user_id',$userId)->orderBy('updated_at','DESC')->findAll(6),\n            'systemPrompt'=>(string)(new SettingService())->get('development_system_prompt',''),\n            'adminSystemPrompt'=>(new \\App\\Services\\DevelopmentAdminAgentService())->prompt(),\n            'adminModel'=>(string)(new SettingService())->get('development_admin_model','mammouth-recommended'),\n            'mammouthModels'=>(new \\App\\Services\\MammouthModelCatalogService())->models(),\n            'mammouthPhaseModels'=>[\n                'conversation_title'=>(new \\App\\Services\\DevelopmentAdminAgentService())->modelForPhase('conversation_title'),\n                'admin_prepare'=>(new \\App\\Services\\DevelopmentAdminAgentService())->modelForPhase('admin_prepare'),\n                'proposal_preflight'=>(new \\App\\Services\\DevelopmentAdminAgentService())->modelForPhase('proposal_preflight'),\n                'admin_review'=>(new \\App\\Services\\DevelopmentAdminAgentService())->modelForPhase('admin_review'),\n            ],\n            'adminEnabled'=>(string)(new SettingService())->get('development_admin_enabled','1')!=='0',\n            'aiUsageLogs'=>$usageService->recent(60),\n            'aiUsageTotals'=>$usageService->totals(),\n            'appVersion' => (string) (\n                config(\\Config\\Evolution::class)?->version ?? ''\n            ),\n            'localProjects'=>$projectManager->projects(),\n        ]);\n    }\n\n    public function stream(): void\n    {\n        $message=trim((string)$this->request->getPost('message'));\n        if($message===''){ $this->startStream(422); $this->emit(['type'=>'error','message'=>'Message vide'] + $this->csrfPayload()); return; }\n        $this->startStream();\n        try {\n            $id=$this->request->getPost('conversation_id')?(int)$this->request->getPost('conversation_id'):null;\n            $projectManager=new \\App\\Services\\DevelopmentProjectManagerService();\n            // Une conversation est liée à un projet dès son premier message. Une\n            // valeur de sélecteur obsolète après rechargement ne doit jamais la\n            // rebasculer silencieusement sur System / ROOTPATH.\n            $projectId=$id\n                ? $projectManager->projectIdForConversation($id)\n                : (string)($this->request->getPost('project_id')?:'system');\n            $r=(new DevelopmentService())->stream((int)session('user_id'),$message,fn(string $d)=>$this->emit(['type'=>'delta','delta'=>$d]),$id,true,false,fn(string $stage,string $label,array $meta=[])=>$this->emit(['type'=>'status','stage'=>$stage,'label'=>$label]+$meta),$projectId);\n            if(!empty($r['access_required'])) { if(!empty($r['answer'])) $this->emit(['type'=>'delta','delta'=>$r['answer']]); $this->emit(['type'=>'access_required','requests'=>$r['requests']??[]]); }\n            $this->emit(['type'=>'done','conversation_id'=>$r['conversation_id']] + $this->csrfPayload());\n        } catch(\\Throwable $e){ log_message('error','Development Engine: '.$e->getMessage()); $this->emit(['type'=>'error','message'=>$e->getMessage()] + $this->csrfPayload()); }\n    }\n\n    public function prepareProposal()\n    {\n        $conversationId=(int)$this->request->getPost('conversation_id');\n        $last=(new DevMessageModel())->where(['conversation_id'=>$conversationId,'role'=>'user'])->orderBy('id','DESC')->first();\n        if(!$last) return redirect()->back()->with('error','Aucune demande utilisateur à transformer en proposition.');\n        try { $id=(new DevelopmentProposalService())->prepare((int)session('user_id'),$conversationId,(string)$last['content']); }\n        catch(\\Throwable $e){ log_message('error','Dev proposal: '.$e->getMessage()); return redirect()->back()->with('error','Proposition impossible : '.$e->getMessage()); }\n        return redirect()->to(site_url('admin/evolution-ia/propositions/'.$id));\n    }\n\n    public function proposal(int $id)\n    {\n        $p=(new DevProposalModel())->find($id); if(!$p) throw \\CodeIgniter\\Exceptions\\PageNotFoundException::forPageNotFound();\n        $owner=(new DevConversationModel())->where(['id'=>$p['conversation_id'],'user_id'=>(int)session('user_id')])->first(); if(!$owner) throw \\CodeIgniter\\Exceptions\\PageNotFoundException::forPageNotFound();\n        $dbPlan=db_connect()->tableExists('dev_proposal_database') ? (new DevProposalDatabaseModel())->where('proposal_id',$id)->orderBy('id','DESC')->first() : null;\n        $deployment=null; try { $deployment=(new \\App\\Services\\DevelopmentProjectDeploymentService())->status($id); } catch(\\Throwable) {}\n        $git=null; $gitError=null; try { $git=(new \\App\\Services\\DevelopmentGitService())->status($id); } catch(\\Throwable $e) { $gitError=$e->getMessage(); }\n        return view('admin/development/proposal',['title'=>'Proposition #'.$id,'proposal'=>$p,'files'=>(new DevProposalFileModel())->where('proposal_id',$id)->orderBy('id','ASC')->findAll(),'databasePlan'=>$dbPlan,'deployment'=>$deployment,'git'=>$git,'gitError'=>$gitError]);\n    }\n\n    public function logs()\n    {\n        $proposalId=(int)($this->request->getGet('proposal_id')??0);\n        if($proposalId<=0) throw \\CodeIgniter\\Exceptions\\PageNotFoundException::forPageNotFound();\n        $this->assertProposalOwner($proposalId);\n        $proposal=(new DevProposalModel())->find($proposalId);\n        $usageService=new \\App\\Services\\AiUsageLogService();\n        $logs=$usageService->forProposal($proposalId);\n        $traceService=new \\App\\Services\\AiContextTraceService();\n        foreach($logs as &$log){\n            $log['_context_txt']=$traceService->exists((int)$log['id'],'txt');\n            $log['_context_json']=$traceService->exists((int)$log['id'],'json');\n        }\n        unset($log);\n        return view('admin/development/logs',[\n            'title'=>'Logs IA · Proposition #'.$proposalId,\n            'proposal'=>$proposal,\n            'logs'=>$logs,\n            'totals'=>$usageService->totalsForProposal($proposalId),\n            'appVersion'=>(string)config(\\Config\\Evolution::class)->version,\n        ]);\n    }\n\n\n    public function downloadAiContext(int $logId, string $format)\n    {\n        if(!in_array($format,['txt','json'],true)) throw \\CodeIgniter\\Exceptions\\PageNotFoundException::forPageNotFound();\n        $log=(new \\App\\Models\\DevAiUsageLogModel())->find($logId);\n        if(!$log || empty($log['proposal_id'])) throw \\CodeIgniter\\Exceptions\\PageNotFoundException::forPageNotFound();\n        $this->assertProposalOwner((int)$log['proposal_id']);\n        $trace=new \\App\\Services\\AiContextTraceService();\n        if(!$trace->exists($logId,$format)) throw \\CodeIgniter\\Exceptions\\PageNotFoundException::forPageNotFound();\n        $mime=$format==='json'?'application/json; charset=utf-8':'text/plain; charset=utf-8';\n        return $this->response->download($trace->path($logId,$format),null)\n            ->setFileName('ai-call-'.$logId.'-context.'.$format)\n            ->setContentType($mime);\n    }\n\n    public function installProposal(int $id)\n    {\n        $this->assertProposalOwner($id);\n        try { (new DevelopmentProposalService())->install($id); return redirect()->to(site_url('admin/evolution-ia/propositions/'.$id))->with('success','Correction installée. Les backups nécessaires ont été créés automatiquement.'); }\n        catch(\\Throwable $e){ return redirect()->back()->with('error','Installation refusée/échouée : '.$e->getMessage()); }\n    }\n\n    public function deployProposal(int $id)\n    {\n        $this->assertProposalOwner($id);\n        try { (new \\App\\Services\\DevelopmentProjectDeploymentService())->deploy($id); return redirect()->to(site_url('admin/evolution-ia/propositions/'.$id))->with('success','Proposition déployée sur la cible locale réelle. Snapshot de rollback créé.'); }\n        catch(\\Throwable $e){ return redirect()->back()->with('error','Déploiement suspendu/échoué : '.$e->getMessage()); }\n    }\n\n    public function gitAdd(int $id)\n    {\n        $this->assertProposalOwner($id);\n        try { (new \\App\\Services\\DevelopmentGitService())->add($id); return redirect()->to(site_url('admin/evolution-ia/propositions/'.$id))->with('success','Git add effectué uniquement sur les fichiers de cette proposition.'); }\n        catch(\\Throwable $e){ return redirect()->back()->with('error','Git add refusé/échoué : '.$e->getMessage()); }\n    }\n\n    public function gitCommit(int $id)\n    {\n        $this->assertProposalOwner($id);\n        try { $out=(new \\App\\Services\\DevelopmentGitService())->commit($id,(string)$this->request->getPost('commit_message')); return redirect()->to(site_url('admin/evolution-ia/propositions/'.$id))->with('success','Commit Git créé. '.trim($out)); }\n        catch(\\Throwable $e){ return redirect()->back()->with('error','Commit Git refusé/échoué : '.$e->getMessage()); }\n    }\n\n    public function gitDiagnose(int $id)\n    {\n        $this->assertProposalOwner($id);\n        try {\n            $d=(new \\App\\Services\\DevelopmentGitService())->diagnoseRemote($id);\n            $agent=$d['agent']??[];\n            $ssh=$d['ssh_probe']??[];\n            $git=$d['git_probe']??[];\n            $runner=$d['runner_probe']??[];\n            $apache=$d['apache_environment']??[];\n            $injected=$d['injected_environment']??[];\n            $windows=$d['windows_context']??[];\n            $parts=[\n                'Remote : '.($d['remote']??''),\n                'Racine Git : '.($d['root']??''),\n                'Git : '.($d['git_binary']??''),\n                'SSH : '.(($d['ssh_binary']??'')?:'Git par défaut'),\n                'known_hosts : '.(($d['ssh_known_hosts']??'')?:'SSH par défaut'),\n                '',\n                'Environnement Apache :',\n                'USERPROFILE : '.(($apache['USERPROFILE']??'')?:'(vide)'),\n                'HOME : '.(($apache['HOME']??'')?:'(vide)'),\n                '',\n                'Environnement injecté au Git Runner :',\n                'USERPROFILE : '.(($injected['USERPROFILE']??'')?:'(vide)'),\n                'HOME : '.(($injected['HOME']??'')?:'(vide)'),\n                '',\n                'Contexte Windows vu par PHP/Apache :',\n                'whoami : '.trim((string)($windows['whoami']['stdout']??'')),\n                'session : '.trim((string)($windows['session']['stdout']??'')),\n                'service ssh-agent : '.trim((string)($windows['ssh_agent_service']['stdout']??'')),\n                '',\n                '[1/3] ssh-add -l : '.(!empty($agent['available'])?'OK':'ECHEC').' code '.(($agent['code']??null)===null?'?':$agent['code']),\n            ];\n            $parts[]='sortie ssh-add : '.(trim((string)($agent['output']??''))!==''?trim((string)$agent['output']):'(aucune sortie stdout/stderr)');\n            $parts[]='[2/3] ssh -T : '.(!empty($ssh['ok'])?'AUTHENTIFIE':'ECHEC').' code '.(($ssh['code']??null)===null?'?':$ssh['code']);\n            if(trim((string)($ssh['stdout']??''))!=='') $parts[]='stdout SSH : '.trim((string)$ssh['stdout']);\n            $parts[]='stderr SSH (-vvv) : '.(trim((string)($ssh['stderr']??''))!==''?trim((string)$ssh['stderr']):'(aucune sortie)');\n            $parts[]='[3/3] git -C racine ls-remote origin : '.(!empty($d['ok'])?'OK':'ECHEC').' code '.(($git['code']??null)===null?'?':$git['code']);\n            if(trim((string)($git['stdout']??''))!=='') $parts[]='stdout Git : '.trim((string)$git['stdout']);\n            if(trim((string)($git['stderr']??''))!=='') $parts[]='stderr Git : '.trim((string)$git['stderr']);\n            $parts[]='';\n            $parts[]='[4/4] Runner Windows natif (diagnostic sans effet de bord) :';\n            foreach($runner as $name=>$modes){\n                $parts[]=$name.' :';\n                foreach(['direct'=>'proc_open direct','cmd'=>'cmd.exe /D /S /C'] as $mode=>$label){\n                    $r=$modes[$mode]??[];\n                    $parts[]='  '.$label.' => code '.(($r['code']??null)===null?'?':$r['code']);\n                    $o=trim((string)($r['stdout']??'')); $e=trim((string)\n...[extrait secondaire tronqué]...\n--- END CONTEXT EXCERPT app/Controllers/Admin/Development.php ---\n\n--- CONTEXT EXCERPT app/Views/admin/development/recipes.php | 4353 octets | sha256=be6ada64b7005985053b596679d9fcf13fca2401c244c4729bf6def6fd9cdd79 | NON_COMPLET ---\n<?= $this->extend('layouts/admin') ?> <?= $this->section('content') ?>\n<div class=\"container-fluid py-4\">\n    <div class=\"d-flex flex-wrap justify-content-between align-items-start gap-3 mb-4\">\n        <div>\n            <h1 class=\"h3 mb-1\"><i class=\"bi bi-grid-3x3-gap me-2\"></i>Matrice des recettes</h1>\n            <p class=\"text-secondary mb-0\">Synthèse des évolutions installées et des propositions refusées.</p>\n        </div>\n        <a class=\"btn btn-outline-secondary\" href=\"<?= site_url('admin/evolution-ia') ?>\"\n            ><i class=\"bi bi-arrow-left me-1\"></i>Retour à Nexum IA</a\n        >\n    </div>\n    <div class=\"alert alert-info\">\n        <i class=\"bi bi-info-circle me-2\"></i>Cette matrice affiche les propositions installées ou refusées. Les\n        propositions en brouillon ou en attente de validation ne sont pas affichées.\n    </div>\n    <?php if(!$proposals): ?>\n    <div class=\"card border-0 shadow-sm\">\n        <div class=\"card-body text-center py-5\">\n            <i class=\"bi bi-journal-x display-5 text-secondary\"></i>\n            <h2 class=\"h5 mt-3\">Aucune proposition archivée</h2>\n            <p class=\"text-secondary mb-0\">Les évolutions installées ou refusées apparaîtront ici.</p>\n        </div>\n    </div>\n    <?php else: ?>\n    <div class=\"card border-0 shadow-sm\">\n        <div class=\"table-responsive\">\n            <table class=\"table table-hover align-middle mb-0\">\n                <thead class=\"table-light\">\n                    <tr>\n                        <th>Statut</th>\n                        <th>Version</th>\n                        <th>Évolution</th>\n                        <th>Résumé</th>\n                        <th>Fichiers</th>\n                        <th>Traitée le</th>\n                        <th class=\"text-end\">Actions</th>\n                    </tr>\n                </thead>\n                <tbody>\n                    <?php foreach($proposals as $proposal): ?> <?php $installed=($proposal['status']??'')==='installed';\n                    ?>\n                    <tr>\n                        <td>\n                            <?php if($installed): ?><span class=\"badge text-bg-success\"\n                                ><i class=\"bi bi-check-circle me-1\"></i>Installée</span\n                            ><?php else: ?><span class=\"badge text-bg-secondary\"\n                                ><i class=\"bi bi-x-circle me-1\"></i>Refusée</span\n                            ><?php endif; ?>\n                        </td>\n                        <td>\n                            <span class=\"badge text-bg-dark\"><?= esc($proposal['version']??'—') ?></span>\n                        </td>\n                        <td class=\"fw-semibold\"><?= esc($proposal['title']) ?></td>\n                        <td class=\"text-secondary\" style=\"min-width: 260px\"><?= esc($proposal['summary']??'') ?></td>\n                        <td>\n                            <span class=\"badge text-bg-light\"\n                                ><?= (int)($filesByProposal[(int)$proposal['id']]??0) ?></span\n                            >\n                        </td>\n                        <td><?= esc($proposal['updated_at']??$proposal['created_at']??'—') ?></td>\n                        <td class=\"text-end\">\n                            <div class=\"d-inline-flex gap-1\">\n                                <a\n                                    class=\"btn btn-sm btn-outline-primary\"\n                                    href=\"<?= site_url('admin/evolution-ia/propositions/'.(int)$proposal['id']) ?>\"\n                                    ><i class=\"bi bi-eye me-1\"></i>Détail</a\n                                >\n                                <a\n                                    class=\"btn btn-sm btn-outline-secondary\"\n                                    href=\"<?= site_url('admin/evolution-ia/logs?proposal_id='.(int)$proposal['id']) ?>\"\n                                    title=\"Voir les logs Dev AI\"\n                                    ><i class=\"bi bi-journal-text me-1\"></i>Logs</a\n                                >\n                            </div\n                            >\n                        </td>\n                    </tr>\n                    <?php endforeach; ?>\n                </tbody>\n            </table>\n        </div>\n    </div>\n    <?php endif; ?>\n</div>\n<?= $this->endSection() ?>\n\n--- END CONTEXT EXCERPT app/Views/admin/development/recipes.php ---\n\n--- CONTEXT EXCERPT app/Views/admin/development/index.php | 37062 octets | sha256=103c68e56b8983fe54ad133a50cd3df16acbe8445a6e60e7e4d2919df21c3a5a | NON_COMPLET ---\n=\"text-end\">Project Brain</th></tr></thead><tbody id=\"devProjectRows\">\n                <?php foreach(($localProjects??[]) as $project): ?><tr data-project-id=\"<?= esc($project['id']) ?>\"><td class=\"fw-semibold\"><?= esc($project['name']) ?></td><td><span class=\"badge text-bg-light\"><?= esc($project['type']??'generic') ?></span></td><td><code class=\"small\"><?= esc($project['root']) ?></code></td><td class=\"text-end text-nowrap\"><button type=\"button\" class=\"btn btn-sm btn-outline-primary dev-project-analyze\" data-project-id=\"<?= esc($project['id']) ?>\" data-project-name=\"<?= esc($project['name']) ?>\"><i class=\"bi bi-cpu\"></i> Analyser</button> <button type=\"button\" class=\"btn btn-sm btn-outline-secondary dev-project-report\" data-project-id=\"<?= esc($project['id']) ?>\" title=\"Voir le dernier rapport\"><i class=\"bi bi-terminal\"></i></button><?php if(empty($project['system'])): ?> <button type=\"button\" class=\"btn btn-sm btn-outline-success dev-project-runtime\" data-project-id=\"<?= esc($project['id']) ?>\" data-project-name=\"<?= esc($project['name']) ?>\" data-live-root=\"<?= esc($project['live_root']??'') ?>\" data-preview-url=\"<?= esc($project['preview_url']??'') ?>\" data-php-target=\"<?= esc($project['php_target']??'') ?>\" data-php-binary=\"<?= esc($project['php_binary']??'') ?>\" data-php-strict=\"<?= !array_key_exists('php_strict',$project)||!empty($project['php_strict'])?'1':'0' ?>\" data-git-binary=\"<?= esc($project['git_binary']??'') ?>\" data-ssh-binary=\"<?= esc($project['ssh_binary']??'') ?>\" data-ssh-known-hosts=\"<?= esc($project['ssh_known_hosts']??'') ?>\" title=\"Relier au projet local exécutable\"><i class=\"bi bi-link-45deg\"></i></button> <?php if(!empty($project['preview_url'])): ?><a class=\"btn btn-sm btn-outline-info\" href=\"<?= esc($project['preview_url']) ?>\" target=\"_blank\" rel=\"noopener\" title=\"Visualiser le projet\"><i class=\"bi bi-eye\"></i></a><?php endif; ?> <button type=\"button\" class=\"btn btn-sm btn-outline-danger dev-project-delete\" data-project-id=\"<?= esc($project['id']) ?>\"><i class=\"bi bi-trash\"></i></button><?php endif; ?></td></tr><?php endforeach; ?>\n            </tbody></table></div>\n            <div class=\"row g-3\">\n                <div class=\"col-lg-6\"><form id=\"devProjectAddForm\" action=\"<?= site_url('admin/evolution-ia/projets') ?>\" class=\"border rounded p-3 h-100\">\n                    <?= csrf_field() ?><div class=\"fw-semibold mb-2\">Ajouter une racine locale</div><div class=\"row g-2\"><div class=\"col-12\"><input class=\"form-control\" name=\"name\" placeholder=\"Extranet V1\" required></div><div class=\"col-12\"><input class=\"form-control\" name=\"root\" placeholder=\"C:\\laragon\\www\\extranet\" required></div><div class=\"col-12 d-grid\"><button class=\"btn btn-dark\" type=\"submit\">Ajouter le projet</button></div></div><div id=\"devProjectManagerMessage\" class=\"small mt-2\"></div>\n                </form></div>\n                <div class=\"col-lg-6\"><form id=\"devProjectUploadForm\" action=\"<?= site_url('admin/evolution-ia/projets/upload') ?>\" method=\"post\" enctype=\"multipart/form-data\" class=\"border rounded p-3 h-100\">\n                    <?= csrf_field() ?><div class=\"fw-semibold mb-2\"><i class=\"bi bi-file-earmark-zip me-1\"></i>Importer un projet ZIP</div><div class=\"small text-secondary mb-2\">Extraction isolée, sans exécution du code contenu.</div><div class=\"row g-2\"><div class=\"col-12\"><input class=\"form-control\" name=\"name\" placeholder=\"Nom du projet\" required></div><div class=\"col-12\"><input class=\"form-control\" type=\"file\" name=\"project_zip\" accept=\".zip,application/zip\" required></div><div class=\"col-12 d-grid\"><button class=\"btn btn-outline-dark\" type=\"submit\">Uploader et enregistrer</button></div></div><div id=\"devProjectUploadMessage\" class=\"small mt-2\"></div>\n                </form></div>\n            </div>\n            <div id=\"devFrameworkMigrationPanel\" class=\"border rounded p-3 mt-4\">\n                <div class=\"d-flex align-items-center justify-content-between gap-2 mb-2\"><div><div class=\"fw-semibold\"><i class=\"bi bi-boxes me-1\"></i>Migration vers un framework PHP</div><div class=\"small text-secondary\">Installation Composer dans un workspace isolé. Le projet d’origine n’est jamais modifié pendant la préparation.</div></div><span class=\"badge text-bg-light\">Expérimental sécurisé</span></div>\n                <form id=\"devFrameworkMigrationForm\" class=\"row g-2\">\n                    <?= csrf_field() ?>\n                    <div class=\"col-lg-4\"><select class=\"form-select\" name=\"project_id\" id=\"devFrameworkProject\" required><option value=\"\">Choisir un projet externe…</option><?php foreach(($localProjects??[]) as $project): if(!empty($project['system'])) continue; ?><option value=\"<?= esc($project['id']) ?>\"><?= esc($project['name']) ?> · <?= esc($project['type']??'generic') ?></option><?php endforeach; ?></select></div>\n                    <div class=\"col-lg-3\"><select class=\"form-select\" name=\"framework\" id=\"devFrameworkTarget\" required><option value=\"codeigniter4\">CodeIgniter 4</option><option value=\"laravel\">Laravel</option><option value=\"symfony\">Symfony</option></select></div>\n                    <div class=\"col-lg-3\"><input class=\"form-control\" name=\"composer_binary\" id=\"devFrameworkComposer\" value=\"composer\" placeholder=\"composer ou chemin composer.bat\"></div>\n                    <div class=\"col-lg-2 d-grid\"><button type=\"button\" class=\"btn btn-outline-primary\" id=\"devFrameworkPlan\">Analyser</button></div>\n                    <div class=\"col-12\"><div id=\"devFrameworkPlanResult\" class=\"small border rounded p-3 bg-body-tertiary d-none\"></div></div>\n                    <div class=\"col-12 d-grid\"><button type=\"submit\" class=\"btn btn-primary\" id=\"devFrameworkPrepare\" disabled><i class=\"bi bi-shield-check me-1\"></i>Préparer la migration dans un workspace isolé</button></div>\n                    <div class=\"col-12\"><div id=\"devFrameworkMessage\" class=\"small\"></div></div>\n                </form>\n            </div>\n            <div id=\"devProjectRuntimePanel\" class=\"border rounded p-3 mt-4 d-none\">\n                <div class=\"fw-semibold mb-2\"><i class=\"bi bi-link-45deg me-1\"></i>Relier le workspace au projet local réel</div>\n                <form id=\"devProjectRuntimeForm\"><input type=\"hidden\" name=\"project_id\" id=\"devRuntimeProjectId\"><?= csrf_field() ?>\n                    <div class=\"small text-secondary mb-2\" id=\"devRuntimeProjectName\"></div>\n                    <div class=\"row g-2\"><div class=\"col-lg-7\"><label class=\"form-label small\">Racine locale exécutable</label><input class=\"form-control\" name=\"live_root\" id=\"devRuntimeLiveRoot\" placeholder=\"C:\\laragon\\www\\extranet\" required></div>\n                    <div class=\"col-lg-5\"><label class=\"form-label small\">URL de prévisualisation</label><input class=\"form-control\" name=\"preview_url\" id=\"devRuntimePreviewUrl\" placeholder=\"http://extranet.test/\"></div></div>\n                    <div class=\"row g-2 mt-1\"><div class=\"col-lg-2\"><label class=\"form-label small\">PHP cible</label><input class=\"form-control\" name=\"php_target\" id=\"devRuntimePhpTarget\" placeholder=\"7.3\"></div><div class=\"col-lg-8\"><label class=\"form-label small\">Binaire PHP cible</label><input class=\"form-control\" name=\"php_binary\" id=\"devRuntimePhpBinary\" placeholder=\"C:\\laragon\\bin\\php\\php-7.3.29-Win32-vc15-x64\\php.exe\"></div><div class=\"col-lg-2 d-flex align-items-end\"><div class=\"form-check mb-2\"><input class=\"form-check-input\" type=\"checkbox\" name=\"php_strict\" value=\"1\" id=\"devRuntimePhpStrict\" checked><label class=\"form-check-label small\" for=\"devRuntimePhpStrict\">Mode strict</label></div></div></div>\n                    <div class=\"row g-2 mt-1\"><div class=\"col-12\"><label class=\"form-label small\">Binaire Git <span class=\"text-secondary\">(facultatif : détection automatique Git for Windows)</span></label><input class=\"form-control\" name=\"git_binary\" id=\"devRuntimeGitBinary\" placeholder=\"C:\\Program Files\\Git\\cmd\\git.exe\"></div></div>\n                    <div class=\"row g-2 mt-1\"><div class=\"col-lg-6\"><label class=\"form-label small\">Binaire SSH <span class=\"text-secondary\">(OpenSSH Windows)</span></label><input class=\"form-control\" name=\"ssh_binary\" id=\"devRuntimeSshBinary\" placeholder=\"C:\\Windows\\System32\\OpenSSH\\ssh.exe\"></div><div class=\"col-lg-6\"><label class=\"form-label small\">SSH known_hosts</label><input class=\"form-control\" name=\"ssh_known_hosts\" id=\"devRuntimeSshKnownHosts\" placeholder=\"C:\\Users\\tgensou\\.ssh\\known_hosts\"></div></div>\n                    <div class=\"d-flex align-items-center gap-2 mt-3\"><button class=\"btn btn-success\" type=\"submit\"><i class=\"bi bi-shield-check me-1\"></i>Enregistrer la liaison sécurisée</button><span class=\"small\" id=\"devRuntimeMessage\"></span></div>\n                    <div class=\"small text-secondary mt-2\">Evolution prépare dans le workspace. Une proposition validée pourra ensuite être déployée uniquement sur cette cible, avec contrôle SHA-256, snapshot obligatoire et rollback.</div>\n                </form>\n            </div>\n            <div id=\"devProjectAnalysisPanel\" class=\"dev-project-analysis d-none mt-4\">\n                <div class=\"d-flex align-items-center justify-content-between gap-2 mb-2\"><div class=\"fw-semibold\"><i class=\"bi bi-cpu me-1\"></i>Project Brain · Analyse locale</div><span class=\"badge text-bg-dark\" id=\"devProjectAnalysisStatus\">Prêt</span></div>\n                <pre id=\"devProjectAnalysisTerminal\" class=\"dev-project-analysis-terminal\" aria-live=\"polite\"></pre>\n            </div>\n        </div>\n    </div></div>\n</div>\n<div\n    class=\"offcanvas offcanvas-end\"\n    tabindex=\"-1\"\n    id=\"devAccess\"\n    style=\"--bs-offcanvas-width: min(760px, 96vw)\"\n    aria-labelledby=\"devAccessLabel\"\n>\n    <div class=\"offcanvas-header\">\n        <div>\n            <h5 class=\"offcanvas-title\" id=\"devAccessLabel\">\n                <i class=\"bi bi-shield-lock me-2\"></i>AI Access & Context Manager\n            </h5>\n            <div class=\"small text-secondary\">Autorise ce que Nexum IA peut lire, sans modifier le code.</div>\n        </div>\n        <button class=\"btn-close\" data-bs-dismiss=\"offcanvas\"></button>\n    </div>\n    <div class=\"offcanvas-body\">\n        <div class=\"alert alert-info small\">\n            <strong>Protections absolues :</strong> <code>.env*</code>, <code>.git</code>, <code>.ssh</code>,\n            <code>writable</code>, <code>public/uploads</code>, <code>vendor</code> et les données BDD ne sont jamais\n            exposés. Pour la BDD, seul le schéma structurel peut être autorisé.\n        </div>\n        <div class=\"d-flex flex-wrap gap-2 align-items-end mb-4\">\n            <div>\n                <label class=\"form-label small fw-semibold\" for=\"devAccessMode\">Mode d’exploration</label\n                ><select class=\"form-select form-select-sm\" id=\"devAccessMode\">\n                    <option value=\"assisted\">Assisté — contexte de base automatique, nouveaux accès soumis</option>\n                    <option value=\"strict\">Strict — tout nouvel accès structuré soumis</option>\n                </select>\n            </div>\n            <button class=\"btn btn-sm btn-outline-secondary\" id=\"devAccessRefresh\">\n                <i class=\"bi bi-arrow-clockwise\"></i> Actualiser</button\n            ><button class=\"btn btn-sm btn-primary ms-auto d-none\" id=\"devAccessResume\">\n                <i class=\"bi bi-play-fill\"></i> Reprendre l’analyse\n            </button>\n        </div>\n        <section class=\"mb-4\">\n            <h6 class=\"d-flex align-items-center gap-2\">\n                <i class=\"bi bi-inbox\"></i> Demandes d’accès IA en attente\n                <span class=\"badge text-bg-secondary\" id=\"devAccessPendingCount\">0</span>\n            </h6>\n            <div id=\"devAccessPending\" class=\"small text-secondary\">Aucune demande en attente.</div>\n            <div class=\"d-flex flex-wrap gap-2 mt-2 d-none\" id=\"devAccessPendingActions\">\n                <select class=\"form-select form-select-sm w-auto\" id=\"devAccessPendingScope\">\n                    <option value=\"once\">Une lecture</option>\n                    <option value=\"conversation\">Cette conversation</option>\n                    <option value=\"persistent\">Toujours</option></select\n                ><button class=\"btn btn-sm btn-success\" data-dev-access-resolve=\"allow\">\n                    <i class=\"bi bi-check2\"></i> Autoriser</button\n                ><button class=\"btn btn-sm btn-outline-danger\" data-dev-access-resolve=\"deny\">\n                    <i class=\"bi bi-x-lg\"></i> Refuser\n                </button>\n            </div>\n        </section>\n        <section class=\"mb-4\">\n            <h6><i class=\"bi bi-box-arrow-in-down me-1\"></i> Contexte autorisé prêt</h6>\n            <div id=\"devAccessContextReady\" class=\"small text-secondary\">Aucune ressource autorisée à injecter.</div>\n        </section>\n        <section class=\"mb-4\">\n            <div class=\"d-flex justify-content-between align-items-center\">\n                <h6><i class=\"bi bi-diagram-3 me-1\"></i> Arborescence autorisable</h6>\n                <div class=\"d-flex gap-2\">\n                    <select class=\"form-select form-select-sm\" id=\"devAccessTreeScope\">\n                        <option value=\"once\">Une lecture</option>\n                        <option value=\"conversation\">Conversation</option>\n                        <option value=\"persistent\">Toujours</option></select\n                    ><button class=\"btn btn-sm btn-outline-primary\" id=\"devAccessGrantTree\">\n                        <i class=\"bi bi-check-square\"></i> Autoriser la sélection\n                    </button>\n                </div>\n            </div>\n            <div\n                id=\"devAccessTree\"\n                class=\"border rounded p-2 bg-body-tertiary\"\n                style=\"max-height: 42vh; overflow: auto\"\n            ></div>\n        </section>\n        <section class=\"mb-4\">\n            <h6><i class=\"bi bi-key me-1\"></i> Autorisations actives</h6>\n            <div id=\"devAccessGrants\" class=\"small text-secondary\">Aucune autorisation enregistr\n...[extrait secondaire tronqué]...\n--- END CONTEXT EXCERPT app/Views/admin/development/index.php ---\n\n--- CONTEXT EXCERPT app/Controllers/Admin/DevelopmentVoice.php | 2091 octets | sha256=96da92b99172a0d5d9e43517cd54210633e59dbfcaa197f79d654befb3e7564a | NON_COMPLET ---\n<?php\nnamespace App\\Controllers\\Admin;\n\nuse App\\Controllers\\BaseController;\nuse App\\Services\\DevelopmentVoiceTranscriptionService;\n\nclass DevelopmentVoice extends BaseController\n{\n    private const MAX_AUDIO_BYTES = 10 * 1024 * 1024;\n    private const ALLOWED_MIMES = [\n        'audio/ogg',\n        'audio/opus',\n        'audio/webm',\n        'audio/wav',\n        'audio/x-wav',\n        'audio/mpeg',\n    ];\n\n    public function transcribe()\n    {\n        $file = $this->request->getFile('audio');\n        if (!$file || $file->getError() === UPLOAD_ERR_NO_FILE) {\n            return $this->jsonError('Aucun enregistrement audio reçu.', 422);\n        }\n        if (!$file->isValid() || $file->getSize() <= 0) {\n            return $this->jsonError('Enregistrement audio invalide.', 422);\n        }\n        if ($file->getSize() > self::MAX_AUDIO_BYTES) {\n            return $this->jsonError('L’enregistrement ne peut pas dépasser 10 Mo.', 422);\n        }\n\n        $mime = strtolower((string) $file->getMimeType());\n        if (!in_array($mime, self::ALLOWED_MIMES, true)) {\n            return $this->jsonError('Format audio non pris en charge. Firefox doit utiliser OGG/Opus.', 422);\n        }\n\n        try {\n            $text = (new DevelopmentVoiceTranscriptionService())->transcribe(\n                $file->getTempName(),\n                $mime\n            );\n            return $this->response->setJSON([\n                'success' => true,\n                'text' => $text,\n                'csrf' => ['name' => csrf_token(), 'hash' => csrf_hash()],\n            ]);\n        } catch (\\Throwable $e) {\n            log_message('error', 'Development Engine transcription vocale : {message}', ['message' => $e->getMessage()]);\n            return $this->jsonError($e->getMessage(), 502);\n        }\n    }\n\n    private function jsonError(string $message, int $status)\n    {\n        return $this->response->setStatusCode($status)->setJSON([\n            'success' => false,\n            'message' => $message,\n            'csrf' => ['name' => csrf_token(), 'hash' => csrf_hash()],\n        ]);\n    }\n}\n--- END CONTEXT EXCERPT app/Controllers/Admin/DevelopmentVoice.php ---\n\n--- CONTEXT EXCERPT app/Controllers/Admin/SystemUpdates.php | 3207 octets | sha256=212ed38b84cb04953550daa26e58233be6d55f1efa03600b536c786530fe83b4 | NON_COMPLET ---\n<?php\nnamespace App\\Controllers\\Admin;\n\nuse App\\Controllers\\BaseController;\nuse App\\Services\\SystemUpdateService;\n\nclass SystemUpdates extends BaseController\n{\n    private function denied()\n    {\n        if (!(int)session('user_id') || !(int)session('is_admin')) return $this->response->setStatusCode(403)->setJSON(['ok' => false, 'message' => 'Accès administrateur requis.', 'csrfHash' => csrf_hash()]);\n        return null;\n    }\n    public function analyze()\n    {\n        if ($denied = $this->denied()) return $denied;\n        $upload = $this->request->getFile('update_zip');\n        $path = null;\n        try {\n            if (!$upload || !$upload->isValid() || strtolower($upload->getClientExtension()) !== 'zip' || $upload->getSize() > 104857600) throw new \\RuntimeException('Sélectionne un ZIP valide de moins de 100 Mo. Vérifie aussi les limites PHP d’upload.');\n            $dir = WRITEPATH . 'system-updates/uploads';\n            if (!is_dir($dir) && !mkdir($dir, 0755, true)) throw new \\RuntimeException('Le dossier des imports n’est pas inscriptible.');\n            $name = 'update-' . bin2hex(random_bytes(12)) . '.zip';\n            $upload->move($dir, $name);\n            $path = $dir . '/' . $name;\n            $plan = (new SystemUpdateService())->preview($path, (int)session('user_id'));\n            return $this->response->setJSON(['ok' => true, 'plan' => $plan, 'csrfHash' => csrf_hash()]);\n        } catch (\\Throwable $e) { return $this->failure($e); }\n        finally { if ($path && is_file($path)) @unlink($path); }\n    }\n    public function install()\n    {\n        if ($denied = $this->denied()) return $denied;\n        try {\n            @set_time_limit(300);\n            $result = (new SystemUpdateService())->apply((string)$this->request->getPost('update_id'), (int)session('user_id'));\n            return $this->response->setJSON(['ok' => true, 'result' => $result, 'message' => 'Mise à jour installée.', 'csrfHash' => csrf_hash()]);\n        } catch (\\Throwable $e) { return $this->failure($e); }\n    }\n    public function rollback()\n    {\n        if ($denied = $this->denied()) return $denied;\n        try {\n            @set_time_limit(300);\n            $result = (new SystemUpdateService())->rollback((string)$this->request->getPost('update_id'));\n            return $this->response->setJSON(['ok' => true, 'result' => $result, 'message' => 'Version précédente restaurée.', 'csrfHash' => csrf_hash()]);\n        } catch (\\Throwable $e) { return $this->failure($e); }\n    }\n    public function history()\n    {\n        if ($denied = $this->denied()) return $denied;\n        return $this->response->setJSON(['ok' => true, 'history' => (new SystemUpdateService())->history(), 'csrfHash' => csrf_hash()]);\n    }\n    public function recovery()\n    {\n        if ($denied = $this->denied()) return $denied;\n        return view('admin/system-recovery', ['history' => (new SystemUpdateService())->history()]);\n    }\n    private function failure(\\Throwable $e)\n    {\n        log_message('error', 'System update: ' . $e->getMessage());\n        return $this->response->setStatusCode(422)->setJSON(['ok' => false, 'message' => $e->getMessage(), 'csrfHash' => csrf_hash()]);\n    }\n}\n\n--- END CONTEXT EXCERPT app/Controllers/Admin/SystemUpdates.php ---\n\nREGLE FINALE : ne demande jamais de relire un fichier marque COMPLET ci-dessus. Produis maintenant files[]/database ou indique uniquement une dependance concrete absente.\n\n\n=== CONTEXTE FINAL VERROUILLE evolution — SOURCE DE VERITE ===\nv2.4.7 : tout chemin exact explicite et resolu est promu OBLIGATOIRE, meme s'il avait deja ete decouvert. Les blocs PINNED sont injectes entiers et jamais tronques.\nCes fichiers viennent d'etre relus sur le disque juste avant la generation du diff. Les marqueurs COMPLET signifient que le contenu entre BEGIN/END est integral.\n\nPLAN D'EXPLORATION EXECUTE PAR evolution :\n- path: app/Views/auth/form.php => 1 nouveau(x) fichier(s), cible exacte promue OBLIGATOIRE\n- PIN path obligatoire -> app/Views/auth/form.php\n\n=== CONTEXTE OBLIGATOIRE — CHEMINS EXACTS AUTORISES ===\n\n--- BEGIN PINNED app/Views/auth/form.php | 28966 octets | sha256=819a115653a9e3d92bf02e7cd107c31a74d310d8523a815d6bdf1e81b5b06ac4 | COMPLET ---\n<!doctype html>\n<html lang=\"fr\">\n<head>\n    <meta charset=\"utf-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n    <meta name=\"robots\" content=\"noindex, nofollow, noarchive, nosnippet, noimageindex\" />\n    <meta name=\"googlebot\" content=\"noindex, nofollow, noarchive, nosnippet, noimageindex\" />\n    <meta name=\"bingbot\" content=\"noindex, nofollow, noarchive, nosnippet, noimageindex\" />\n    <link rel=\"icon\" type=\"image/png\" href=\"<?= base_url('assets/img/favicon-96x96.png') ?>\" sizes=\"96x96\" />\n    <link rel=\"icon\" type=\"image/svg+xml\" href=\"<?= base_url('assets/img/favicon.svg') ?>\" />\n    <link rel=\"shortcut icon\" href=\"<?= base_url('assets/img/favicon.ico') ?>\" />\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"<?= base_url('assets/img/apple-touch-icon.png') ?>\" />\n    <meta name=\"apple-mobile-web-app-title\" content=\"Nexum AI\" />\n    <link rel=\"manifest\" href=\"<?= base_url('assets/img/site.webmanifest') ?>\" />\n    <title><?= esc($title) ?> | Nexum AI</title>\n    <style>\n\n        @font-face {\n\n            font-family: \"Sora\";\n\n            src: url(\"<?= base_url('assets/font/sora-400-latin.woff2') ?>\") format(\"woff2\");\n\n            font-weight: 400;\n\n            font-style: normal;\n\n            font-display: swap;\n\n        }\n\n\n\n        @font-face {\n\n            font-family: \"Sora\";\n\n            src: url(\"<?= base_url('assets/font/sora-500-latin.woff2') ?>\") format(\"woff2\");\n\n            font-weight: 500;\n\n            font-style: normal;\n\n            font-display: swap;\n\n        }\n\n\n\n        @font-face {\n\n            font-family: \"Sora\";\n\n            src: url(\"<?= base_url('assets/font/sora-600-latin.woff2') ?>\") format(\"woff2\");\n\n            font-weight: 600;\n\n            font-style: normal;\n\n            font-display: swap;\n\n        }\n\n\n\n        @font-face {\n\n            font-family: \"Sora\";\n\n            src: url(\"<?= base_url('assets/font/sora-700-latin.woff2') ?>\") format(\"woff2\");\n\n            font-weight: 700;\n\n            font-style: normal;\n\n            font-display: swap;\n\n        }\n\n\n\n        @font-face {\n\n            font-family: \"NexumOCR\";\n\n            src: url(\"../assets/font/ocr-a.woff\") format(\"woff\");\n\n            font-weight: normal;\n\n            font-style: normal;\n\n            font-display: swap;\n\n        }\n\n\n\n        :root {\n\n            color-scheme: dark;\n\n        }\n\n\n\n        * {\n\n            box-sizing: border-box;\n\n        }\n\n\n\n        html,\n\n        body {\n\n            width: 100%;\n\n            min-height: 100%;\n\n            margin: 0;\n\n        }\n\n\n\n        body {\n\n            min-height: 100vh;\n\n            color: #eef0f6;\n\n            font-family: \"Sora\", system-ui, -apple-system, \"Segoe UI\", Roboto, sans-serif;\n\n            background: #06070b;\n\n        }\n\n\n\n        @property --ci-login-angle {\n\n            syntax: \"<angle>\";\n\n            inherits: false;\n\n            initial-value: 0deg;\n\n        }\n\n\n\n        .auth-page {\n\n            --ci-login-ink: #eef0f6;\n\n            --ci-login-muted: #a2aabd;\n\n            --ci-login-line: #252a38;\n\n            --ci-login-field: #11141d;\n\n            --ci-login-violet: #a78bfa;\n\n            --ci-login-cyan: #22d3ee;\n\n            --ci-login-pink: #f472b6;\n\n            --ci-login-error: #fda4af;\n\n\n\n            position: relative;\n\n            isolation: isolate;\n\n            min-height: 100vh;\n\n            overflow: hidden;\n\n\n\n            display: grid;\n\n            grid-template-rows: 1fr auto;\n\n\n\n            background:\n\n                linear-gradient(rgba(255,255,255,.035) 1px, transparent 1px) 0 0 / 48px 48px,\n\n                linear-gradient(90deg, rgba(255,255,255,.035) 1px, transparent 1px) 0 0 / 48px 48px,\n\n                #06070b;\n\n        }\n\n\n\n        .auth-glow {\n\n            position: absolute;\n\n            z-index: -3;\n\n            top: -260px;\n\n            left: 50%;\n\n            width: 900px;\n\n            height: 600px;\n\n            transform: translateX(-50%);\n\n            background: radial-gradient(\n\n                closest-side,\n\n                rgba(139,92,246,.35),\n\n                rgba(34,211,238,.12) 55%,\n\n                transparent\n\n            );\n\n            pointer-events: none;\n\n        }\n\n\n\n        .nexum-dev-terminal {\n\n    position: fixed;\n\n\n\n    top: 24px;\n\n    left: 28px;\n\n\n\n    z-index: 30;\n\n\n\n    width: min(\n\n        500px,\n\n        calc(100vw - 56px)\n\n    );\n\n\n\n    pointer-events: none;\n\n\n\n    font-family:\n\n        \"NexumOCR\",\n\n        monospace;\n\n\n\n    font-size: 12px;\n\n\n\n    line-height: 1.6;\n\n\n\n    letter-spacing: .5px;\n\n\n\n    color: rgba(\n\n        103,\n\n        201,\n\n        255,\n\n        .92\n\n    );\n\n\n\n    text-shadow:\n\n        0 0 5px\n\n        rgba(0, 153, 204, .45);\n\n}\n\n\n\n\n\n.nexum-dev-terminal__label {\n\n    margin-bottom: 9px;\n\n\n\n    color: rgba(\n\n        164,\n\n        223,\n\n        255,\n\n        .50\n\n    );\n\n\n\n    font-size: 10px;\n\n\n\n    letter-spacing: 1.3px;\n\n}\n\n\n\n\n\n.nexum-dev-terminal__body {\n\n    white-space: pre-line;\n\n\n\n    transition:\n\n        opacity .22s ease;\n\n}\n\n\n\n\n\n.nexum-dev-terminal__cursor {\n\n    display: inline-block;\n\n\n\n    margin-left: 3px;\n\n\n\n    animation:\n\n        nexum-terminal-cursor\n\n        .75s\n\n        steps(1)\n\n        infinite;\n\n}\n\n\n\n\n\n@keyframes nexum-terminal-cursor {\n\n\n\n    0%,\n\n    49% {\n\n        opacity: 1;\n\n    }\n\n\n\n    50%,\n\n    100% {\n\n        opacity: 0;\n\n    }\n\n}\n\n\n\n        /*\n\n         * Zone principale.\n\n         * Le formulaire est réellement centré verticalement\n\n         * dans tout l'espace disponible au-dessus du footer.\n\n         */\n\n        .auth-content {\n\n            position: relative;\n\n            z-index: 10;\n\n            min-height: 0;\n\n            display: flex;\n\n            align-items: center;\n\n            justify-content: center;\n\n            padding: 96px 20px 48px;\n\n        }\n\n\n\n        .auth-shell {\n\n            position: relative;\n\n            z-index: 10;\n\n            width: min(440px, 100%);\n\n        }\n\n\n\n        .auth-brand {\n\n            display: flex;\n\n            align-items: center;\n\n            justify-content: center;\n\n            gap: 10px;\n\n            width: 100%;\n\n            margin-bottom: 32px;\n\n            color: #eef0f6;\n\n            font-size: 18px;\n\n            font-weight: 600;\n\n            text-decoration: none;\n\n            text-align: center;\n\n        }\n\n\n\n        .auth-brand span {\n\n            position: relative;\n\n            text-shadow: 0 1px 15px rgba(183,58,218,.9);\n\n        }\n\n\n\n        .auth-brand-mark {\n\n            width: 32px;\n\n            height: 32px;\n\n            padding: 5px;\n\n            border-radius: 4px;\n\n            object-fit: contain;\n\n            box-shadow: 0 1px 15px rgba(212,62,195,.75);\n\n        }\n\n\n\n        .auth-frame {\n\n            position: relative;\n\n            z-index: 10;\n\n            width: 100%;\n\n            padding: 1.5px;\n\n            border-radius: 20px;\n\n            background:\n\n                conic-gradient(\n\n                    from var(--ci-login-angle),\n\n                    #262b3b 0deg,\n\n                    var(--ci-login-violet) 50deg,\n\n                    var(--ci-login-cyan) 110deg,\n\n                    #262b3b 170deg,\n\n                    #262b3b 190deg,\n\n                    var(--ci-login-pink) 240deg,\n\n                    var(--ci-login-violet) 290deg,\n\n                    #262b3b 350deg\n\n                );\n\n            animation: ci-login-spin 6s linear infinite;\n\n        }\n\n\n\n        .auth-frame::before {\n\n            content: \"\";\n\n            position: absolute;\n\n            inset: 8px;\n\n            z-index: -1;\n\n            border-radius: inherit;\n\n            background: inherit;\n\n            filter: blur(28px);\n\n            opacity: .55;\n\n        }\n\n\n\n        .auth-card {\n\n            padding: 34px clamp(20px, 6vw, 36px) 30px;\n\n            border-radius: 19px;\n\n            background: rgba(12,14,21,.94);\n\n            backdrop-filter: blur(8px);\n\n        }\n\n\n\n        h1 {\n\n            margin: 0 0 6px;\n\n            font-size: 24px;\n\n            letter-spacing: -.02em;\n\n        }\n\n\n\n        .auth-subtitle {\n\n            margin: 0 0 24px;\n\n            color: var(--ci-login-muted);\n\n            font-size: 14px;\n\n            line-height: 1.55;\n\n        }\n\n\n\n        .alert {\n\n            margin: 0 0 16px;\n\n            padding: 10px 12px;\n\n            border-radius: 10px;\n\n            font-size: 13px;\n\n        }\n\n\n\n        .alert-danger {\n\n            background: rgba(244,63,94,.14);\n\n            color: #fda4af;\n\n        }\n\n\n\n        .alert-success {\n\n            background: rgba(52,211,153,.14);\n\n            color: #a7f3d0;\n\n        }\n\n\n\n        .auth-field {\n\n            margin-bottom: 16px;\n\n        }\n\n\n\n        .auth-row {\n\n            display: flex;\n\n            align-items: baseline;\n\n            justify-content: space-between;\n\n            gap: 12px;\n\n        }\n\n\n\n        .auth-label {\n\n            display: block;\n\n            margin-bottom: 6px;\n\n            color: #d7dbe6;\n\n            font-size: 13px;\n\n            font-weight: 500;\n\n        }\n\n\n\n        .auth-input {\n\n            display: block;\n\n            width: 100%;\n\n            min-height: 44px;\n\n            padding: 10px 14px;\n\n            border: 1px solid var(--ci-login-line);\n\n            border-radius: 10px;\n\n            background: var(--ci-login-field);\n\n            color: var(--ci-login-ink);\n\n            font: inherit;\n\n            font-size: 14px;\n\n        }\n\n\n\n        .auth-input:focus {\n\n            outline: none;\n\n            border-color: var(--ci-login-violet);\n\n            box-shadow: 0 0 0 3px rgba(167,139,250,.25);\n\n        }\n\n\n\n        .auth-submit {\n\n            width: 100%;\n\n            min-height: 48px;\n\n            margin-top: 4px;\n\n            border: 0;\n\n            border-radius: 5px;\n\n            background: linear-gradient(90deg, #7c3aed, #0891b2);\n\n            color: #fff;\n\n            font: inherit;\n\n            font-size: 12pt;\n\n            font-weight: 400;\n\n            cursor: pointer;\n\n            box-shadow: 0 10px 30px -10px rgba(124,58,237,.7);\n\n        }\n\n\n\n        .auth-submit:hover {\n\n            filter: brightness(1.08);\n\n        }\n\n\n\n        .auth-link {\n\n            color: #c4b5fd;\n\n            font-size: 13px;\n\n            text-decoration: none;\n\n        }\n\n\n\n        .auth-link:hover {\n\n            text-decoration: underline;\n\n        }\n\n\n\n        .auth-links {\n\n            display: flex;\n\n            justify-content: space-between;\n\n            gap: 12px;\n\n            margin-top: 22px;\n\n        }\n\n\n\n        .auth-note {\n\n            margin: 24px 0 0;\n\n            color: var(--ci-login-muted);\n\n            font-size: 13px;\n\n            text-align: center;\n\n        }\n\n\n\n        /*\n\n         * Terminal Nexum permanent.\n\n         * Il remplace les quatre notes manuscrites.\n\n         */\n\n        .nexum-dev-terminal {\n\n            position: fixed;\n\n            z-index: 30;\n\n            top: 22px;\n\n            left: 24px;\n\n            width: min(470px, calc(100vw - 48px));\n\n            min-height: 72px;\n\n            pointer-events: none;\n\n\n\n            font-family: \"NexumOCR\", \"Courier New\", monospace;\n\n            font-size: 12px;\n\n            line-height: 1.55;\n\n            letter-spacing: .45px;\n\n            color: rgba(103,201,255,.92);\n\n            text-shadow: 0 0 7px rgba(0,153,204,.34);\n\n        }\n\n\n\n        .nexum-dev-terminal__label {\n\n            margin-bottom: 7px;\n\n            color: rgba(164,223,255,.58);\n\n            font-size: 10px;\n\n            letter-spacing: 1.2px;\n\n            text-transform: uppercase;\n\n        }\n\n\n\n        .nexum-dev-terminal__body {\n\n            white-space: pre-line;\n\n        }\n\n\n\n        .nexum-dev-terminal__cursor {\n\n            display: inline-block;\n\n            margin-left: 3px;\n\n            animation: nexum-terminal-cursor .75s steps(1) infinite;\n\n        }\n\n\n\n        /*\n\n         * Footer toujours en bas.\n\n         */\n\n        .auth-footer {\n\n            position: relative;\n\n            z-index: 25;\n\n            width: 100%;\n\n            padding: 14px 20px 18px;\n\n            color: rgba(162,170,189,.62);\n\n            font-size: 11px;\n\n            line-height: 1.5;\n\n            text-align: center;\n\n        }\n\n\n\n        @keyframes ci-login-spin {\n\n            to {\n\n                --ci-login-angle: 360deg;\n\n            }\n\n        }\n\n\n\n        @keyframes nexum-terminal-cursor {\n\n            0%, 49% { opacity: 1; }\n\n            50%, 100% { opacity: 0; }\n\n        }\n\n\n\n        @media (max-width: 900px) {\n\n            .nexum-dev-terminal {\n\n                top: 16px;\n\n                left: 18px;\n\n                width: calc(100vw - 36px);\n\n                font-size: 10px;\n\n                opacity: .72;\n\n            }\n\n\n\n            .auth-content {\n\n                padding-top: 132px;\n\n            }\n\n        }\n\n\n\n        @media (max-width: 600px) {\n\n            .auth-content {\n\n                padding: 126px 16px 32px;\n\n            }\n\n\n\n            .auth-card {\n\n                padding: 28px 20px 25px;\n\n            }\n\n\n\n            .nexum-dev-terminal {\n\n                max-height: 86px;\n\n                overflow: hidden;\n\n            }\n\n\n\n            .auth-footer {\n\n                padding-inline: 16px;\n\n                font-size: 10px;\n\n            }\n\n        }\n\n\n\n        @media (prefers-reduced-motion: reduce) {\n\n            .auth-frame {\n\n                animation: none;\n\n            }\n\n\n\n            .nexum-dev-terminal__cursor {\n\n                animation: none;\n\n            }\n\n        }\n\n\n\n        /*\n\n * ==================================================\n\n * NEXUM AUDIO PLAYER\n\n * ==================================================\n\n */\n\n\n\n.nexum-audio-player {\n\n\n\nposition: fixed;\n\n\n\nright: 20px;\n\nbottom: 20px;\n\n\n\nz-index: 40;\n\n\n\ndisplay: grid;\n\n\n\ngrid-template-columns:\n\n    38px\n\n    105px\n\n    130px\n\n    60px;\n\n\n\nalign-items: center;\n\n\n\ngap: 10px;\n\n\n\npadding:\n\n    9px\n\n    12px;\n\n\n\n\n\n\n\nbackdrop-filter:\n\n    blur(8px);\n\n\n\nfont-family:\n\n    \"NexumOCR\",\n\n    monospace;\n\n\n\nbox-shadow:\n\n    0 0 20px\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .06\n\n    );\n\n}\n\n\n\n\n\n/*\n\n* PLAY\n\n*/\n\n\n\n.nexum-audio-play {\n\n\n\nwidth: 34px;\n\nheight: 34px;\n\n\n\npadding: 0;\n\n\n\nborder:\n\n    1px solid\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .35\n\n    );\n\n\n\nborder-radius: 4px;\n\n\n\nbackground:\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .08\n\n    );\n\n\n\ncolor:\n\n    #67c9ff;\n\n\n\nfont-size: 12px;\n\n\n\ncursor: pointer;\n\n\n\ntext-shadow:\n\n    0 0 6px\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .6\n\n    );\n\n}\n\n\n\n\n\n.nexum-audio-play:hover {\n\n\n\nbackground:\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .16\n\n    );\n\n\n\n}\n\n\n\n\n\n/*\n\n* INFORMATIONS\n\n*/\n\n\n\n.nexum-audio-info {\n\n\n\nmin-width: 0;\n\n\n\n}\n\n\n\n\n\n.nexum-audio-title {\n\n\n\nmargin-bottom: 4px;\n\n\n\ncolor:\n\n    rgba(\n\n        164,\n\n        223,\n\n        255,\n\n        .85\n\n    );\n\n\n\nfont-size: 9px;\n\n\n\nletter-spacing: 1px;\n\n\n\n}\n\n\n\n\n\n.nexum-audio-time {\n\n\n\ncolor:\n\n    rgba(\n\n        103,\n\n        201,\n\n        255,\n\n        .55\n\n    );\n\n\n\nfont-size: 9px;\n\n\n\n}\n\n\n\n\n\n/*\n\n* RANGE\n\n*/\n\n\n\n.nexum-audio-progress,\n\n.nexum-audio-volume {\n\n    height: 2px;\n\n    margin: 0;\n\n    accent-color: #0099cc;\n\n    cursor: pointer;\n\n}\n\n\n\n/*\n\n * Firefox\n\n */\n\n.nexum-audio-progress::-moz-range-thumb,\n\n.nexum-audio-volume::-moz-range-thumb {\n\n    width: 5px;\n\n    height: 5px;\n\n\n\n    border: 0;\n\n    border-radius: 50%;\n\n\n\n    background: #67c9ff;\n\n\n\n    box-shadow:\n\n        0 0 4px rgba(0, 153, 204, .65);\n\n\n\n    cursor: pointer;\n\n}\n\n\n\n\n\n.nexum-audio-progress {\n\n\n\nwidth: 130px;\n\n\n\n}\n\n\n\n\n\n.nexum-audio-volume {\n\n\n\nwidth: 60px;\n\n\n\n}\n\n\n\n\n\n/*\n\n* Lecture active\n\n*/\n\n\n\n.nexum-audio-player.is-playing {\n\n\n\nborder-color:\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .38\n\n    );\n\n\n\nbox-shadow:\n\n    0 0 24px\n\n    rgba(\n\n        0,\n\n        153,\n\n        204,\n\n        .10\n\n    );\n\n\n\n}\n\n\n\n\n\n/*\n\n* MOBILE\n\n*/\n\n\n\n@media (\n\nmax-width: 700px\n\n) {\n\n\n\n.nexum-audio-player {\n\n\n\n    left: 23px;\n\n    bottom: 50px;\n\n    grid-template-columns: 34px 90px 90px;\n\n\n\n}\n\n\n\n\n\n.nexum-audio-progress {\n\n\n\n    width: 90px;\n\n\n\n}\n\n\n\n\n\n.nexum-audio-volume {\n\n\n\n    display: none;\n\n\n\n}\n\n\n\n}\n\n\n\n/*\n\n * ==================================================\n\n * NEXUM PROCESS FLOW\n\n * ==================================================\n\n */\n\n\n\n .nexum-flow {\n\n    position: fixed;\n\n\n\n    top: 50%;\n\n    right: 4vw;\n\n\n\n    width: 340px;\n\n    height: 500px;\n\n\n\n    transform:\n\n        translateY(-50%);\n\n\n\n    z-index: 8;\n\n\n\n    pointer-events: none;\n\n\n\n    font-family:\n\n        \"NexumOCR\",\n\n        monospace;\n\n\n\n    opacity:\n\n        ${config.flowOpacity};\n\n\n\n    filter:\n\n        drop-shadow(\n\n            0 0 12px\n\n            rgba(0, 153, 204, 0.12)\n\n        );\n\n}\n\n\n\n\n\n.nexum-flow__title {\n\n    margin-bottom: 18px;\n\n\n\n    color:\n\n        rgba(164, 223, 255, .85);\n\n\n\n    font-size: 10px;\n\n    letter-spacing: 1.8px;\n\n\n\n    text-align: center;\n\n\n\n    text-shadow:\n\n        0 0 8px\n\n        rgba(0, 153, 204, .65);\n\n}\n\n\n\n\n\n.nexum-flow__diagram {\n\n    position: relative;\n\n\n\n    width: 100%;\n\n    height: 430px;\n\n}\n\n\n\n\n\n/*\n\n * ==================================================\n\n * NŒUD\n\n * ==================================================\n\n */\n\n\n\n.nexum-flow__node {\n\n    position: absolute;\n\n\n\n    left: var(--x);\n\n    top: var(--y);\n\n\n\n    transform:\n\n        translate(\n\n            -50%,\n\n            -50%\n\n        );\n\n\n\n    display: flex;\n\n\n\n    flex-direction: column;\n\n\n\n    align-items: center;\n\n\n\n    gap: 5px;\n\n\n\n    color:\n\n        rgba(\n\n            103,\n\n            201,\n\n            255,\n\n            .42\n\n        );\n\n\n\n    font-size: 8px;\n\n\n\n    letter-spacing: .8px;\n\n\n\n    white-space: nowrap;\n\n\n\n    transition:\n\n        color .45s ease,\n\n        text-shadow .45s ease;\n\n}\n\n\n\n\n\n.nexum-flow__node i {\n\n    display: block;\n\n\n\n    width: 5px;\n\n    height: 5px;\n\n\n\n    border: 1px solid\n\n        rgba(\n\n            0,\n\n            153,\n\n            204,\n\n            .55\n\n        );\n\n\n\n    border-radius: 50%;\n\n\n\n    background:\n\n        rgba(\n\n            0,\n\n            153,\n\n            204,\n\n            .08\n\n        );\n\n\n\n    transition:\n\n        all .4s ease;\n\n}\n\n\n\n\n\n/*\n\n * Nœud actif.\n\n */\n\n\n\n.nexum-flow__node.is-active {\n\n    color:\n\n        rgba(\n\n            164,\n\n            223,\n\n            255,\n\n            .95\n\n        );\n\n\n\n    text-shadow:\n\n        0 0 7px\n\n        rgba(\n\n            0,\n\n            153,\n\n            204,\n\n            .75\n\n        );\n\n}\n\n\n\n\n\n.nexum-flow__node.is-active i {\n\n    width: 8px;\n\n    height: 8px;\n\n\n\n    background:\n\n        #dff8ff;\n\n\n\n    border-color:\n\n        rgba(\n\n            223,\n\n            248,\n\n            255,\n\n            .95\n\n        );\n\n\n\n    box-shadow:\n\n        0 0 5px\n\n            rgba(\n\n                255,\n\n                255,\n\n                255,\n\n                .85\n\n            ),\n\n\n\n        0 0 12px\n\n            rgba(\n\n                0,\n\n                153,\n\n                204,\n\n                .90\n\n            ),\n\n\n\n        0 0 24px\n\n            rgba(\n\n                0,\n\n                153,\n\n                204,\n\n                .50\n\n            );\n\n}\n\n\n\n\n\n/*\n\n * ==================================================\n\n * CONNEXIONS\n\n * ==================================================\n\n */\n\n\n\n.nexum-flow__line {\n\n    position: absolute;\n\n\n\n    opacity: .55;\n\n\n\n    background:\n\n        linear-gradient(\n\n            to bottom,\n\n            rgba(\n\n                0,\n\n                153,\n\n                204,\n\n                .15\n\n            ),\n\n            rgba(\n\n                103,\n\n                201,\n\n                255,\n\n                .55\n\n            ),\n\n            rgba(\n\n                0,\n\n                153,\n\n                204,\n\n                .15\n\n            )\n\n        );\n\n\n\n    background-size:\n\n        100% 200%;\n\n\n\n    animation:\n\n        nexum-flow-energy\n\n        2.5s\n\n        linear\n\n        infinite;\n\n}\n\n\n\n\n\n.nexum-flow__line.vertical {\n\n    left: var(--x);\n\n    top: var(--y);\n\n\n\n    width: 1px;\n\n    height: var(--h);\n\n\n\n    transform:\n\n        translateX(-50%);\n\n}\n\n\n\n\n\n/*\n\n * Project Brain → Context\n\n */\n\n\n\n.nexum-flow__line.diagonal-left {\n\n    left: 39%;\n\n    top: 31%;\n\n\n\n    width: 1px;\n\n    height: 58px;\n\n\n\n    transform:\n\n        rotate(42deg);\n\n\n\n    transform-origin:\n\n        top center;\n\n}\n\n\n\n\n\n/*\n\n * Project Brain → Memory\n\n */\n\n\n\n.nexum-flow__line.diagonal-right {\n\n    right: 39%;\n\n    top: 31%;\n\n\n\n    width: 1px;\n\n    height: 58px;\n\n\n\n    transform:\n\n        rotate(-42deg);\n\n\n\n    transform-origin:\n\n        top center;\n\n}\n\n\n\n\n\n/*\n\n * Context → Tool Gateway\n\n */\n\n\n\n.nexum-flow__line.merge-left {\n\n    left: 31%;\n\n    top: 50%;\n\n\n\n    width: 1px;\n\n    height: 58px;\n\n\n\n    transform:\n\n        rotate(-42deg);\n\n\n\n    transform-origin:\n\n        top center;\n\n}\n\n\n\n\n\n/*\n\n * Memory → Tool Gateway\n\n */\n\n\n\n.nexum-flow__line.merge-right {\n\n    right: 31%;\n\n    top: 50%;\n\n\n\n    width: 1px;\n\n    height: 58px;\n\n\n\n    transform:\n\n        rotate(42deg);\n\n\n\n    transform-origin:\n\n        top center;\n\n}\n\n\n\n\n\n@keyframes nexum-flow-energy {\n\n\n\n    from {\n\n        background-position:\n\n            0 -100%;\n\n    }\n\n\n\n    to {\n\n        background-position:\n\n            0 100%;\n\n    }\n\n}\n\n\n\n\n\n/*\n\n * Petit état sous le diagramme.\n\n */\n\n\n\n.nexum-flow::after {\n\n    content:\n\n        attr(data-status);\n\n\n\n    position: absolute;\n\n\n\n    left: 50%;\n\n    bottom: -5px;\n\n\n\n    width: 100%;\n\n\n\n    transform:\n\n        translateX(-50%);\n\n\n\n    color:\n\n        rgba(\n\n            103,\n\n            201,\n\n            255,\n\n            .40\n\n        );\n\n\n\n    font-size: 7px;\n\n\n\n    letter-spacing: .5px;\n\n\n\n    text-align: center;\n\n\n\n    white-space: nowrap;\n\n}\n\n\n\n\n\n/*\n\n * ==================================================\n\n * RESPONSIVE\n\n * ==================================================\n\n */\n\n\n\n@media (\n\n    max-width: 1100px\n\n) {\n\n\n\n    .nexum-flow {\n\n        right: 2vw;\n\n\n\n        transform:\n\n            translateY(-50%)\n\n            scale(.82);\n\n\n\n        transform-origin:\n\n            right center;\n\n    }\n\n\n\n}\n\n\n\n\n\n@media (\n\n    max-width: 900px\n\n) {\n\n\n\n    /*\n\n     * On privilégie le formulaire\n\n     * sur tablette/mobile.\n\n     */\n\n\n\n    .nexum-flow {\n\n        display: none;\n\n    }\n\n\n\n}\n\n\n\n\n\n/*\n\n * Respect du réglage système.\n\n */\n\n\n\n@media (\n\n    prefers-reduced-motion:\n\n    reduce\n\n) {\n\n\n\n    .nexum-flow__line {\n\n        animation: none;\n\n    }\n\n\n\n}\n\n    </style>\n\n<link rel=\"stylesheet\" href=\"<?= base_url('assets/css/nexum-responsive.css') ?>?v=<?= esc(config(\\Config\\Evolution::class)->version) ?>\">\n</head>\n\n\n\n<body>\n\n<main class=\"auth-page\">\n\n    <div class=\"auth-glow\" aria-hidden=\"true\"></div>\n\n        <aside class=\"nexum-dev-terminal\" aria-live=\"polite\" aria-label=\"Matrice de développement\">\n\n            <div class=\"nexum-dev-terminal__label\">\n\n                TERMINAL//NEXUM-IA.APP\n\n            </div>\n\n\n\n            <div class=\"nexum-dev-terminal__body\"></div>\n\n        </aside>\n\n\n\n\n\n    <div class=\"auth-content\">\n\n        <section class=\"auth-shell\">\n\n            <a class=\"auth-brand\" href=\"<?= site_url('/') ?>\">\n\n                <img\n\n                    class=\"auth-brand-mark\"\n\n                    src=\"<?= base_url('assets/img/nexum-logo-150.png') ?>\"\n\n                    alt=\"Nexum AI\"\n\n                >\n\n                <span>Nexum AI</span>\n\n            </a>\n\n\n\n            <div class=\"auth-frame\">\n\n                <div class=\"auth-card\">\n\n                    <h1>Matrice de développement</h1>\n\n\n\n                    <p class=\"auth-subtitle\">\n\n                        <?= $mode === 'login'\n\n                            ? 'Connectez-vous à votre espace.'\n\n                            : ($mode === 'register'\n\n                                ? 'Créez votre accès administrateur.'\n\n                                : ($mode === 'forgot'\n\n                                    ? 'Recevez un lien sécurisé pour réinitialiser votre mot de passe.'\n\n                                    : 'Choisissez un nouveau mot de passe sécurisé.')) ?>\n\n                    </p>\n\n\n\n                    <?php if (session('error')): ?>\n\n                        <div class=\"alert alert-danger\"><?= esc(session('error')) ?></div>\n\n                    <?php endif; ?>\n\n\n\n                    <?php if (session('success')): ?>\n\n                        <div class=\"alert alert-success\"><?= esc(session('success')) ?></div>\n\n                    <?php endif; ?>\n\n\n\n                    <?php\n\n                    $action = $mode === 'login'\n\n                        ? 'auth/login'\n\n                        : ($mode === 'register'\n\n                            ? 'auth/register'\n\n                            : ($mode === 'forgot'\n\n                                ? 'auth/forgot-password'\n\n                                : 'auth/reset-password/' . rawurlencode($token)));\n\n                    ?>\n\n\n\n                    <form method=\"post\" action=\"<?= site_url($action) ?>\">\n\n                        <?= csrf_field() ?>\n\n\n\n                        <?php if ($mode === 'register'): ?>\n\n                            <div class=\"auth-field\">\n\n                                <label class=\"auth-label\" for=\"name\">Nom</label>\n\n                                <input\n\n                                    class=\"auth-input\"\n\n                                    id=\"name\"\n\n                                    name=\"name\"\n\n                                    required\n\n                                    value=\"<?= esc(old('name')) ?>\"\n\n                                >\n\n                            </div>\n\n                        <?php endif; ?>\n\n\n\n                        <?php if ($mode !== 'reset'): ?>\n\n                            <div class=\"auth-field\">\n\n                                <label class=\"auth-label\" for=\"email\">Adresse e-mail</label>\n\n                                <input\n\n                                    class=\"auth-input\"\n\n                                    id=\"email\"\n\n                                    type=\"email\"\n\n                                    name=\"email\"\n\n                                    autocomplete=\"username\"\n\n                                    required\n\n                                    value=\"<?= esc(old('email')) ?>\"\n\n                                >\n\n                            </div>\n\n                        <?php endif; ?>\n\n\n\n                        <?php if ($mode !== 'forgot'): ?>\n\n                            <div class=\"auth-field\">\n\n                                <div class=\"auth-row\">\n\n                                    <label class=\"auth-label\" for=\"password\">Mot de passe</label>\n\n\n\n                                    <?php if ($mode === 'login'): ?>\n\n                                        <a\n\n                                            class=\"auth-link\"\n\n                                            href=\"<?= site_url('auth/forgot-password') ?>\"\n\n                                        >Mot de passe oublié&nbsp;?</a>\n\n                                    <?php endif; ?>\n\n                                </div>\n\n\n\n                                <input\n\n                                    class=\"auth-input\"\n\n                                    id=\"password\"\n\n                                    type=\"password\"\n\n                                    name=\"password\"\n\n                                    autocomplete=\"<?= $mode === 'login' ? 'current-password' : 'new-password' ?>\"\n\n                                    minlength=\"12\"\n\n                                    required\n\n                                >\n\n                            </div>\n\n                        <?php endif; ?>\n\n\n\n                        <button class=\"auth-submit\" type=\"submit\">\n\n                            <?= $mode === 'login'\n\n                                ? 'Se connecter'\n\n                                : ($mode === 'register'\n\n                                    ? 'Créer mon compte'\n\n                                    : ($mode === 'forgot'\n\n                                        ? 'Envoyer le lien'\n\n                                        : 'Enregistrer le mot de passe')) ?>\n\n                        </button>\n\n                    </form>\n\n\n\n                    <?php if ($mode === 'login'): ?>\n\n                        <div class=\"auth-links\">\n\n                            <a class=\"auth-link\" href=\"<?= site_url('auth/register') ?>\">Créer un compte</a>\n\n                        </div>\n\n                    <?php endif; ?>\n\n\n\n                    <p class=\"auth-note\">Accès sécurisé à l’administration Nexum AI.</p>\n\n                </div>\n\n            </div>\n\n        </section>\n\n    </div>\n\n\n\n    <footer class=\"auth-footer\">\n\n        © 2026 Nexum AI. Tous droits réservés. Créé par Thomas Gensou.\n\n    </footer>\n\n</main>\n\n\n\n<script src=\"<?= base_url('assets/js/snippet.js') ?>\"></script>\n\n<script src=\"<?= base_url('assets/js/nexum-responsive.js') ?>?v=<?= esc(config(\\Config\\Evolution::class)->version) ?>\"></script>\n</body>\n\n</html>\n\n--- END PINNED app/Views/auth/form.php | COMPLET ---\n\nREGLE FINALE : ne demande jamais de relire un fichier marque COMPLET ci-dessus. Produis maintenant files[]/database ou indique uniquement une dependance concrete absente.\nCONTEXTE TECHNIQUE evolution (généré automatiquement)\nVersion installée : 3.10.3\nFramework : CodeIgniter 4\nUI : Bootstrap 5 + Bootstrap Icons\nBase : MySQL/MariaDB\nAPI IA : OpenAI Responses API avec streaming\nHébergement : environnement web PHP, déploiement compatible OVH mutualisé\nMise à jour : gestionnaire ZIP versionné avec migrations CodeIgniter, sauvegarde préalable et historique app_versions.\nFichiers/données protégés : .env, .env.ovh, .git, .ssh, writable, public/uploads.\nTables actuellement visibles : dev_ai_access, dev_ai_access_logs, dev_ai_access_requests, dev_ai_usage_logs, dev_conversations, dev_logs, dev_messages, dev_project_knowledge, dev_proposal_database, dev_proposal_files, dev_proposal_git_states, dev_proposals, migrations, password_resets, settings, users.\nImportant : l’assistant utilisateur /app est distinct de ce Development Engine d’administration. Ne pas mélanger leurs conversations ni leurs prompts.",
    "input": "PHASE FINALISATION evolution. INTENTION RACINE VERROUILLEE sha256=cd4d96da45e1e759356d8bc40360b2309d80b403d59871fa8df4ebdcb838b92a. Le contexte technique est final et déjà exploré. Réponds UNIQUEMENT avec un objet JSON valide, sans markdown. \nSCOPE RESOLVER : périmètre initial étroit (explicit_user_target). Cible technique explicitement fournie par l’utilisateur et vérifiée sur le disque : elle est autoritaire sur les heuristiques de scope. Cibles initiales autorisées : app/Controllers/Auth.php. N'élargis PAS vers services internes, routes, contrôleurs, BDD ou autres fichiers simplement parce qu'ils appartiennent à Évolution IA. Une dépendance hors scope ne peut être demandée que si elle est concrètement indispensable à la fonctionnalité demandée ; dans ce cas utilise needs_context avec la cible exacte et une justification technique.\nSchéma autorisé: {\"status\":\"proposal|no_change|needs_context\",\"title\":string,\"summary\":string,\"files\":[{\"path\":string,\"action\":\"modify|create\",\"content\":string,\"edits\":[{\"symbol\":\"method:nom\",\"replace\":string}|{\"search\":string,\"replace\":string}|{\"start\":string,\"end\":string,\"replace\":string}]}],\"database\":null|{\"mode\":\"migration\",\"summary\":string,\"migration_path\":string,\"content\":string,\"risk_level\":\"low|medium|high\",\"reversible\":bool},\"needs_context\":[{\"type\":\"path|symbol|method|route|table|schema|migration|backup|install|rollback|search|service\",\"value\":string}]}. Pour action=modify, N ENVOIE PAS le fichier complet : utilise exclusivement edits[] avec les plus petits remplacements exacts possibles et omets content. Chaque search doit être une chaîne exacte présente UNE SEULE FOIS dans le fichier réel épinglé ; replace contient sa version finale. Pour une méthode PHP, préfère TOUJOURS symbol=\"method:Nom\"/replace. Pour un autre bloc volumineux, préfère start/end/replace : start et end sont deux ancres exactes, courtes et uniques du fichier, et replace contient la zone finale complète, ancres comprises. N’envoie jamais un search gigantesque simplement pour remplacer un gros bloc. evolution reconstruit localement le fichier complet, puis effectue ses validations, son diff et son SHA-256 sans faire payer sa réémission au modèle. Pour action=create seulement, utilise content avec le contenu complet et edits=[]. Tu ne peux demander une lecture tardive QUE si un composant indispensable manque réellement du contexte final. Si tu identifies des fichiers ou tables manquants, retourne obligatoirement status=needs_context avec needs_context structuré : n'écris jamais une section prose 'Étape requise' ou 'Exploration requise' destinée à l'administrateur. Dans ce cas, status=needs_context, files=[], database=null et needs_context doit contenir uniquement des cibles techniques concrètes et structurées. Pour un fichier précis du PROJET CIBLE, utilise type=path avec son chemin exact. Les blocs CROSS PROJECT SOURCE sont déjà lus intégralement et sont strictement en lecture seule : ne redemande pas leur path comme s'il appartenait au projet cible et ne les place jamais dans files[]. Pour une structure de table utilise schema, pour ses migrations migration, et pour les règles du cycle d’exécution backup/install/rollback. Pour un Model CodeIgniter, demande son symbole : evolution fournit automatiquement le modèle complet puis sa table déclarée, son schéma réel, ses index/contraintes et ses migrations. Pour une recherche littérale indispensable dans le code, utilise search avec le terme exact. Pour les services liés aux fichiers/uploads/media, utilise service avec file-management. Si tu émets malgré tout dans summary des lignes structurées comme path:, schema:, migration:, symbol:, search: ou service:, evolution les exécutera comme plan interne et te rappellera automatiquement ; elles ne sont jamais destinées à l'administrateur. Tout bloc \"BEGIN DATABASE SCHEMA <table> | REAL DATABASE\" est une lecture réelle et épinglée de la base connectée : tu ne peux pas déclarer ce schéma absent s'il est présent. N’annonce jamais simplement une prochaine étape. BUDGET SORTIE STRICT : minimise le JSON. summary bref. Pour un fichier existant, ne recopie aucune portion inchangée hors des petites ancres nécessaires. Utilise symbol/replace pour les méthodes PHP, sinon start/end pour éviter les gros search. Si une modification est nécessaire, status DOIT être proposal et files[] et/ou database DOIT être non vide. Pour chaque fichier existant modifié, retourne uniquement des edits exacts minimaux ; ne réémets jamais son contenu complet. Pour un nouveau fichier seulement, fournis content complet. Si réellement aucune modification n’est nécessaire, utilise status=no_change, files=[], database=null et justifie précisément dans summary. Maximum 7 fichiers migration comprise. Chemins autorisés: app/ et public/assets/. Ne touche jamais .env, writable, public/uploads, .git ou vendor. REGLE CANONIQUE MIGRATION BDD : une migration est représentée EXCLUSIVEMENT dans database. Si database != null, database.migration_path contient son chemin et database.content son contenu PHP COMPLET. Le même migration_path NE DOIT JAMAIS apparaître dans files[]. files[] contient uniquement les autres fichiers applicatifs. REGLE CANONIQUE FILES : un même path ne doit apparaître qu’une seule fois dans files[]. Si plusieurs zones d’un fichier doivent changer, regroupe tous leurs edits[] dans cette unique entrée. La migration compte néanmoins dans la limite globale de 7 fichiers. Si une migration est nécessaire, utilise CodeIgniter 4 Forge/Query Builder, namespace App\\Database\\Migrations, extends Migration, up() et down(), sans SQL brut. Nom conseillé: app/Database/Migrations/2026-10-10-164904_NomDescriptif.php. DIAGNOSTIC evolution: Contexte garanti : 2 fichier(s) réellement injecté(s) : app/Controllers/Auth.php (3888 octets), app/Views/auth/form.php (28966 octets). DEMANDE RACINE IMMUABLE: DEMANDE RACINE (IMMUTABLE) :\nJe souhaiterais que ma cession soit identifiée si je reviens sur /app/Controllers/Auth.php évitant ainsi de devoir me reconnecter. IMPORTANT: les tâches d exploration (ZIP, rotation, route, vue, modèle, validation, etc.) sont seulement des vérifications intermédiaires et ne remplacent jamais cette demande racine.\nDEPENDANCES TARDIVES RESOLUES ET VERIFIEES PAR evolution (1/6). Le bloc CONTEXT PAYLOAD INSPECTOR en tête décrit le payload exact de cet appel. Tout fichier marqué BEGIN PINNED ... COMPLET a été relu sur le disque juste avant cet appel. Tu dois finaliser la DEMANDE RACINE et tu ne peux pas déclarer absent un chemin exact déjà marqué COMPLET ou un schéma REAL DATABASE déjà listé OK.",
    "stream": true,
    "prompt_cache_key": "evolution-development-f08d201f438504d57df13bfa9e5fadd3ba30269a",
    "reasoning": {
        "effort": "low"
    },
    "max_output_tokens": 24000,
    "text": {
        "format": {
            "type": "json_object"
        },
        "verbosity": "low"
    }
}