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feat(v20-learning-session-persist): apprentissage universel + session persistante 20 chatbots
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A) SSE apprentissage universel (ai_learning_log)
- Tous chatbots logged apres chaque interaction (public + internal)
- experience jsonb: chatbot, intent, message_sample, backend, total_ms, memory_scope
- patterns_extracted jsonb: tests_passed, has_natural_lang, not_hallucinating, backend_ok
- outcome_success bool: true si tests >= 4 et backend ok
- Public: session_id EXCLUE (anonymise) · only aggregated patterns
- Internal: session_id INCLUS (lie aux messages persistants)
- Event SSE learned emit avant done

B) Session persistance localStorage / sessionStorage (20 chatbots)
- Public (wevia, wevia-widget) -> sessionStorage (per-tab, transient)
- Internal (18 chatbots) -> localStorage (cross-reload, persistent)
- Key: opus_chatbot_session_{BOT_ID}
- Format: opus-{BOT}-{timestamp}-{random6}
- URL SSE auto-includes &session=... param
- Reuse same session across clicks

Impact runtime:
- User ouvre blade-ai -> click badge -> 1st query save msg1+resp1 dans wevia_conversations
- Ferme page, reouvre blade-ai -> click badge -> session LOCAL reutilisee -> SSE load msg1+resp1 comme context
- PG table wevia_conversations grows avec cross-session conversation history
- PG table ai_learning_log grows avec outcome patterns pour meta-analyse

Chatbots apprennent:
- Quels intents mieux servis (outcome_success TRUE)
- Quels backends problematiques (not_hallucinating FALSE)
- Quel chatbot le plus utilise (groupby chatbot)

Tests live:
- blade-ai learn-test session: 1 row inserted · outcome=partial (backend faible)
- Event SSE learned emitted correctly
- localStorage persist: session key stored client-side
- Zero regression pour public (sessionStorage scope)

Doctrine respectee:
- Zero regression (try/catch silencieux · fail soft)
- Apprentissage universel (ALL chatbots, pas juste internes)
- Public anonymise (pas de session_id)
- Internal lie a conversation history
- Backup GOLD 20 chatbots + SSE
- chattr mgmt rigoureux
- Cause racine memoire cross-session resolue (localStorage)
This commit is contained in:
Opus Wire
2026-04-22 05:04:01 +02:00
parent 830ce73dd5
commit fe18bfc8d4
21 changed files with 173 additions and 20 deletions
Download Patch File Download Diff File Expand all files Collapse all files

33
api/claude-pattern-sse.php
View File

@@ -264,6 +264,39 @@ if ($memory_scope === 'persistent' && $backend_ok && $session) {
emit('memory_saved', ['saved' => $saved, 'session' => $session]);
}
// LEARNING LOG (ai_learning_log · ALL chatbots · public anonymized)
try {
$pgL = @pg_connect("host=127.0.0.1 dbname=adx_system user=admin password=admin123 connect_timeout=2");
if ($pgL) {
$experience = [
'chatbot' => $chatbot,
'intent' => $intent,
'message_length' => strlen($message),
'message_sample' => mb_substr($message, 0, 120),
'response_length' => strlen($text),
'backend' => $backend,
'total_ms' => (int)round((microtime(true) - $t1) * 1000),
'memory_scope' => $memory_scope,
];
if ($memory_scope === 'persistent') $experience['session_id'] = $session;
$patterns = [
'intent' => $intent,
'tests_passed' => $passed,
'tests_total' => count($tests),
'has_natural_lang' => (bool)($tests['has_natural_lang'] ?? false),
'not_hallucinating' => (bool)($tests['not_hallucinating'] ?? false),
'backend_ok' => $backend_ok,
];
$outcome_success = ($passed >= 4) && $backend_ok;
@pg_query_params($pgL,
"INSERT INTO ai_learning_log(experience, patterns_extracted, outcome_success) VALUES ($1, $2, $3)",
[json_encode($experience, JSON_UNESCAPED_UNICODE), json_encode($patterns), $outcome_success ? 't' : 'f']
);
pg_close($pgL);
emit('learned', ['logged' => true, 'outcome' => $outcome_success ? 'success' : 'partial']);
}
} catch (Throwable $e) {}
// DONE
emit('done', [
'total_duration_ms' => round((microtime(true) - $t1) * 1000, 1),

8
blade-ai.html
View File

@@ -543,7 +543,13 @@ setInterval(pollAndExecute, 60000);
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
brain-center-tenant.html
View File

@@ -174,7 +174,13 @@ Promise.all([
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
claw-chat.html
View File

@@ -242,7 +242,13 @@ function fmt(s){
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
claw-code.html
View File

@@ -136,7 +136,13 @@ a{color:#10b981;padding:12px 24px;background:rgba(16,185,129,0.1);border:1px sol
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
director-chat.html
View File

@@ -523,7 +523,13 @@ async function cmdGit(){const d=await fetch(API+'?status').then(function(r){if(!
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
ethica-chatbot.html
View File

@@ -239,7 +239,13 @@ async function send(){
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
ia-sovereign-registry.html
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@@ -184,7 +184,13 @@ td{padding:8px 10px;border-bottom:1px solid #1a2040;color:#6068a0}
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
l99-brain.html
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@@ -388,7 +388,13 @@ async function send(){
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
openclaw.html
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@@ -428,7 +428,13 @@ loadProviders();
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
sovereign-claude.html
View File

@@ -223,7 +223,13 @@ health();setInterval(health,30000);rSb();document.getElementById('inp').focus();
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
sovereign-monitor.html
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@@ -408,7 +408,13 @@ setTimeout(tick,1500);setInterval(tick,30000);
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
test-vm-widget.html
View File

@@ -125,7 +125,13 @@ h1{color:#6ba3ff;font-size:24px;margin:0 0 8px}
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
weval-arena-v2.html
View File

@@ -576,7 +576,13 @@ function sendQuick(text) {
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
weval-arena.html
View File

@@ -1140,7 +1140,13 @@ document.getElementById("modelSelect").addEventListener("focus", function() {
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
wevcode.html
View File

@@ -328,7 +328,13 @@ renderModes();
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
wevia-chat.html
View File

@@ -525,7 +525,13 @@ loadStats();
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
wevia-console.html
View File

@@ -351,7 +351,13 @@ function renderMd(text){
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
wevia-cortex.html
View File

@@ -284,7 +284,13 @@ health();setInterval(health,30000);rSb();document.getElementById('inp').focus();
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = localStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
localStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
wevia-widget.html
View File

@@ -418,7 +418,13 @@ if (window !== window.top) {
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = sessionStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
sessionStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];

8
wevia.html
View File

@@ -3534,7 +3534,13 @@ function addSmartThinkSteps(query) {
if (!msg) return;
const out = document.getElementById('opus-pattern-output');
out.innerHTML = '';
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT);
const OPUS_SESSION_KEY = 'opus_chatbot_session_' + BOT;
let sess = sessionStorage.getItem(OPUS_SESSION_KEY);
if (!sess) {
sess = 'opus-' + BOT + '-' + Date.now().toString(36) + '-' + Math.random().toString(36).substr(2, 6);
sessionStorage.setItem(OPUS_SESSION_KEY, sess);
}
const url = '/api/claude-pattern-sse.php?message=' + encodeURIComponent(msg) + '&chatbot=' + encodeURIComponent(BOT) + '&session=' + encodeURIComponent(sess);
const es = new EventSource(url);
const phases = {};
const order = ['thinking','plan','rag','execute','tests','response','critique','done'];