replace qwen3-coder-next with qwen3.6-27b across configs, docs, and tooling

2 files changed, 286 insertions, 69 deletions

diff --git a/pi/agent/extensions/nemotron-tool-repair/index.ts b/pi/agent/extensions/nemotron-tool-repair/index.ts
index 9bb8f94..ae59a66 100644
--- a/pi/agent/extensions/nemotron-tool-repair/index.ts
+++ b/pi/agent/extensions/nemotron-tool-repair/index.ts
@@ -20,7 +20,7 @@ import type { ExtensionAPI, ExtensionContext } from "@mariozechner/pi-coding-age
 const CUSTOM_API = "hyperstack-openai-completions-repaired";
 const TARGET_PROVIDERS = new Set(["hyperstack1", "hyperstack2"]);
 const NEMOTRON_MODEL_PATTERN = /NVIDIA-Nemotron-3-Super/i;
-// Matches all Qwen Coder variants (Qwen3-Coder-Next, Qwen3-Coder-30B, etc.)
+// Matches Qwen3 Coder variants (Qwen3-Coder-30B, etc.)
 const QWEN_CODER_MODEL_PATTERN = /Qwen.*Coder/i;
 const MODELS_JSON_PATH = path.resolve(
 	path.dirname(fileURLToPath(import.meta.url)),
diff --git a/pi/agent/models.json b/pi/agent/models.json
index 48cd0e9..a5e8200 100644
--- a/pi/agent/models.json
+++ b/pi/agent/models.json
@@ -14,8 +14,15 @@
           "id": "openai/gpt-oss-120b",
           "name": "GPT-OSS 120B [vm]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 131072,
           "maxTokens": 8192
         },
@@ -23,17 +30,31 @@
           "id": "openai/gpt-oss-20b",
           "name": "GPT-OSS 20B [vm]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 65536,
           "maxTokens": 8192
         },
         {
-          "id": "bullpoint/Qwen3-Coder-Next-AWQ-4bit",
-          "name": "Qwen3 Coder Next [vm]",
+          "id": "Qwen/Qwen3.6-27B-FP8",
+          "name": "Qwen3.6 27B FP8 [vm]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 262144,
           "maxTokens": 8192,
           "compat": {
@@ -47,8 +68,15 @@
           "id": "cyankiwi/gemma-4-31B-it-AWQ-4bit",
           "name": "Gemma 4 31B IT [vm]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 131072,
           "maxTokens": 8192
         },
@@ -56,8 +84,15 @@
           "id": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit",
           "name": "Nemotron 3 Super 120B [vm]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 262144,
           "maxTokens": 8192
         },
@@ -65,8 +100,15 @@
           "id": "Qwen/Qwen2.5-Coder-32B-Instruct-AWQ",
           "name": "Qwen2.5 Coder 32B [vm]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         },
@@ -74,8 +116,15 @@
           "id": "QuantTrio/Qwen3-Coder-30B-A3B-Instruct-AWQ",
           "name": "Qwen3 Coder 30B [vm]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 65536,
           "maxTokens": 8192,
           "compat": {
@@ -89,8 +138,15 @@
           "id": "casperhansen/deepseek-r1-distill-qwen-32b-awq",
           "name": "DeepSeek-R1-Distill 32B [vm]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         },
@@ -98,8 +154,15 @@
           "id": "Qwen/Qwen3-32B-AWQ",
           "name": "Qwen3 32B [vm]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192,
           "compat": {
@@ -113,8 +176,15 @@
           "id": "cyankiwi/Devstral-Small-2507-AWQ-4bit",
           "name": "Devstral Small 2507 [vm]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         }
@@ -134,8 +204,15 @@
           "id": "cyankiwi/gemma-4-31B-it-AWQ-4bit",
           "name": "Gemma 4 31B IT [vm1]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 131072,
           "maxTokens": 8192
         },
@@ -143,17 +220,31 @@
           "id": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit",
           "name": "Nemotron 3 Super 120B 1M [vm1]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 1048576,
           "maxTokens": 8192
         },
         {
-          "id": "bullpoint/Qwen3-Coder-Next-AWQ-4bit",
-          "name": "Qwen3 Coder Next [vm1]",
+          "id": "Qwen/Qwen3.6-27B-FP8",
+          "name": "Qwen3.6 27B FP8 [vm1]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 262144,
           "maxTokens": 8192,
           "compat": {
@@ -167,8 +258,15 @@
           "id": "openai/gpt-oss-20b",
           "name": "GPT-OSS 20B [vm1]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 65536,
           "maxTokens": 8192
         },
@@ -176,8 +274,15 @@
           "id": "openai/gpt-oss-120b",
           "name": "GPT-OSS 120B [vm1]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 131072,
           "maxTokens": 8192
         },
@@ -185,8 +290,15 @@
           "id": "Qwen/Qwen2.5-Coder-32B-Instruct-AWQ",
           "name": "Qwen2.5 Coder 32B [vm1]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         },
@@ -194,8 +306,15 @@
           "id": "QuantTrio/Qwen3-Coder-30B-A3B-Instruct-AWQ",
           "name": "Qwen3 Coder 30B [vm1]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 65536,
           "maxTokens": 8192,
           "compat": {
@@ -209,8 +328,15 @@
           "id": "casperhansen/deepseek-r1-distill-qwen-32b-awq",
           "name": "DeepSeek-R1-Distill 32B [vm1]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         },
@@ -218,8 +344,15 @@
           "id": "Qwen/Qwen3-32B-AWQ",
           "name": "Qwen3 32B [vm1]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192,
           "compat": {
@@ -233,8 +366,15 @@
           "id": "cyankiwi/Devstral-Small-2507-AWQ-4bit",
           "name": "Devstral Small 2507 [vm1]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         }
@@ -254,8 +394,15 @@
           "id": "Qwen/Qwen3.6-27B-FP8",
           "name": "Qwen3.6 27B FP8 [vm2]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 262144,
           "maxTokens": 8192,
           "compat": {
@@ -269,17 +416,31 @@
           "id": "cyankiwi/gemma-4-31B-it-AWQ-4bit",
           "name": "Gemma 4 31B IT [vm2]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 131072,
           "maxTokens": 8192
         },
         {
-          "id": "bullpoint/Qwen3-Coder-Next-AWQ-4bit",
-          "name": "Qwen3 Coder Next [vm2]",
+          "id": "Qwen/Qwen3.6-27B-FP8",
+          "name": "Qwen3.6 27B FP8 [vm2]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 262144,
           "maxTokens": 8192,
           "compat": {
@@ -293,8 +454,15 @@
           "id": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit",
           "name": "Nemotron 3 Super 120B [vm2]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 262144,
           "maxTokens": 8192
         },
@@ -302,8 +470,15 @@
           "id": "openai/gpt-oss-20b",
           "name": "GPT-OSS 20B [vm2]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 65536,
           "maxTokens": 8192
         },
@@ -311,8 +486,15 @@
           "id": "openai/gpt-oss-120b",
           "name": "GPT-OSS 120B [vm2]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 131072,
           "maxTokens": 8192
         },
@@ -320,8 +502,15 @@
           "id": "Qwen/Qwen2.5-Coder-32B-Instruct-AWQ",
           "name": "Qwen2.5 Coder 32B [vm2]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         },
@@ -329,8 +518,15 @@
           "id": "QuantTrio/Qwen3-Coder-30B-A3B-Instruct-AWQ",
           "name": "Qwen3 Coder 30B [vm2]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 65536,
           "maxTokens": 8192,
           "compat": {
@@ -344,8 +540,15 @@
           "id": "casperhansen/deepseek-r1-distill-qwen-32b-awq",
           "name": "DeepSeek-R1-Distill 32B [vm2]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         },
@@ -353,8 +556,15 @@
           "id": "Qwen/Qwen3-32B-AWQ",
           "name": "Qwen3 32B [vm2]",
           "reasoning": true,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192,
           "compat": {
@@ -368,8 +578,15 @@
           "id": "cyankiwi/Devstral-Small-2507-AWQ-4bit",
           "name": "Devstral Small 2507 [vm2]",
           "reasoning": false,
-          "input": ["text"],
-          "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 },
+          "input": [
+            "text"
+          ],
+          "cost": {
+            "input": 0,
+            "output": 0,
+            "cacheRead": 0,
+            "cacheWrite": 0
+          },
           "contextWindow": 32768,
           "maxTokens": 8192
         }