From e270982c3fce4329f545d024b52d45e0f32f722b Mon Sep 17 00:00:00 2001
From: Ali Madad <ali@scty.org>
Date: Sun, 22 Mar 2026 20:13:58 +0000
Subject: [PATCH 1/5] docs(readme): sync upstream discord invite

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 2662574..794b2ce 100644
--- a/README.md
+++ b/README.md
@@ -3,6 +3,7 @@
 A swarm intelligence prediction engine. Upload documents describing any scenario, and MiroFish simulates thousands of AI agents reacting on social media to predict how events will unfold.
 
 **Live:** [synth.scty.org](https://synth.scty.org)
+**Discord:** [discord.gg/ePf5aPaHnA](https://discord.gg/ePf5aPaHnA)
 
 > Fork of [666ghj/MiroFish](https://github.com/666ghj/MiroFish) — fully translated to English, local graph storage with embedded KuzuDB by default, Claude/Codex CLI support added.
 

From 1445e657da0b44b4284828e29aa169ec85265fd6 Mon Sep 17 00:00:00 2001
From: Ali Madad <ali@scty.org>
Date: Sun, 22 Mar 2026 20:16:36 +0000
Subject: [PATCH 2/5] fix: lint

---
 package.json     |  3 ++-
 scripts/lint.mjs | 37 +++++++++++++++++++++++++++++++++++++
 2 files changed, 39 insertions(+), 1 deletion(-)
 create mode 100644 scripts/lint.mjs

diff --git a/package.json b/package.json
index 63ace21..d27bf82 100644
--- a/package.json
+++ b/package.json
@@ -9,7 +9,8 @@
     "dev": "concurrently --kill-others -n \"backend,frontend\" -c \"green,cyan\" \"npm run backend\" \"npm run frontend\"",
     "backend": "cd backend && uv run python run.py",
     "frontend": "cd frontend && npm run dev",
-    "build": "cd frontend && npm run build"
+    "build": "cd frontend && npm run build",
+    "lint": "node scripts/lint.mjs"
   },
   "devDependencies": {
     "concurrently": "^9.1.2"
diff --git a/scripts/lint.mjs b/scripts/lint.mjs
new file mode 100644
index 0000000..6760ef1
--- /dev/null
+++ b/scripts/lint.mjs
@@ -0,0 +1,37 @@
+import { spawnSync } from 'node:child_process';
+
+const shouldFix = process.argv.includes('--fix');
+
+if (shouldFix) {
+  console.log('No auto-fixers are configured; running verification checks only.');
+}
+
+const commands = [
+  {
+    cmd: 'npm',
+    args: ['run', 'build', '--prefix', 'frontend'],
+  },
+  {
+    cmd: 'uv',
+    args: ['run', 'pytest', 'tests'],
+    cwd: 'backend',
+    env: {
+      UV_CACHE_DIR: '/tmp/uv-cache',
+    },
+  },
+];
+
+for (const command of commands) {
+  const result = spawnSync(command.cmd, command.args, {
+    cwd: command.cwd,
+    env: {
+      ...process.env,
+      ...command.env,
+    },
+    stdio: 'inherit',
+  });
+
+  if (result.status !== 0) {
+    process.exit(result.status ?? 1);
+  }
+}

From db83a3bb03048b490f623ae9acf0e20bbac7eee1 Mon Sep 17 00:00:00 2001
From: 666ghj <670939375@qq.com>
Date: Fri, 20 Mar 2026 10:50:39 +0800
Subject: [PATCH 3/5] fix(readme): update Discord link to valid invite URL

(cherry picked from commit 1536a7933450abc4dbecec90bf4bb7990ef27a4f)

# Conflicts:
#	README-EN.md
#	README.md

From 3d28aa6fec6c8c8754029bdc3d079eb7e602ba53 Mon Sep 17 00:00:00 2001
From: Ali Madad <ali@scty.org>
Date: Sun, 22 Mar 2026 20:22:58 +0000
Subject: [PATCH 4/5] fix(lint): support npm on windows

---
 scripts/lint.mjs | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/scripts/lint.mjs b/scripts/lint.mjs
index 6760ef1..be982ec 100644
--- a/scripts/lint.mjs
+++ b/scripts/lint.mjs
@@ -1,6 +1,7 @@
 import { spawnSync } from 'node:child_process';
 
 const shouldFix = process.argv.includes('--fix');
+const npmCommand = process.platform === 'win32' ? 'npm.cmd' : 'npm';
 
 if (shouldFix) {
   console.log('No auto-fixers are configured; running verification checks only.');
@@ -8,7 +9,7 @@ if (shouldFix) {
 
 const commands = [
   {
-    cmd: 'npm',
+    cmd: npmCommand,
     args: ['run', 'build', '--prefix', 'frontend'],
   },
   {

From 98375a2cbc07b0c5728b5aa0d371f927fb899c4a Mon Sep 17 00:00:00 2001
From: Ali Madad <ali@scty.org>
Date: Sun, 22 Mar 2026 20:25:35 +0000
Subject: [PATCH 5/5] test(llm): cover upstream response sanitization

---
 backend/tests/test_llm_client.py | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)
 create mode 100644 backend/tests/test_llm_client.py

diff --git a/backend/tests/test_llm_client.py b/backend/tests/test_llm_client.py
new file mode 100644
index 0000000..0ec1f86
--- /dev/null
+++ b/backend/tests/test_llm_client.py
@@ -0,0 +1,26 @@
+import sys
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
+
+from app.utils.llm_client import LLMClient
+
+
+def test_clean_content_strips_think_tags():
+    client = object.__new__(LLMClient)
+
+    cleaned = LLMClient._clean_content(
+        client,
+        '<think>hidden reasoning</think>\n{"status": "ok"}',
+    )
+
+    assert cleaned == '{"status": "ok"}'
+
+
+def test_chat_json_accepts_markdown_fenced_json():
+    client = object.__new__(LLMClient)
+    client.chat = lambda **kwargs: '```json\n{"status": "ok"}\n```'
+
+    payload = LLMClient.chat_json(client, messages=[])
+
+    assert payload == {"status": "ok"}