hermes: align classifier examples with capability routes

services/hermes/switchyard-configmap.yaml

@@ -793,7 +793,7 @@ data:
     3. Route image creation and editing before general provider preference.
     When image-generation/edit tools are available and the user asks to create,
     transform, restore, colorize, or continue editing an image: select
-    codex_auto_medium. The image tool—not the conversational model—honors the
+    codex_auto_balanced_medium. The image tool—not the conversational model—honors the
     user's local, OpenAI/hosted, or AUTO image-backend choice. Do not select a
     local Qwen or Claude target for an image-tool boundary: local Qwen cannot
     reliably carry the full Hermes tool context, and Anthropic supplies the
@@ -809,7 +809,7 @@ data:
     the other hosted provider at the same floor.
 
     5. Choose the provider AUTO target at the exact effort floor. AUTO resolves
-    an account-visible economy, balanced, or advanced general-purpose model
+    an account-visible economy, balanced, advanced, or frontier general-purpose model
     from provider metadata. It uses comparable provider cost data only to break
     ties between adequate models. Re-evaluate every boundary and resolve
     "continue" or "do it" from recent context. The manual local route remains
@@ -880,7 +880,7 @@ data:
     3. Route image creation and editing before general provider preference.
     When image-generation/edit tools are available and the user asks to create,
     transform, restore, colorize, or continue editing an image: select
-    codex_auto_medium. The image tool—not the conversational model—honors the
+    codex_auto_balanced_medium. The image tool—not the conversational model—honors the
     user's local, OpenAI/hosted, or AUTO image-backend choice. Do not select a
     local Qwen or Claude target for an image-tool boundary: local Qwen cannot
     reliably carry the full Hermes tool context, and Anthropic supplies the
@@ -896,7 +896,7 @@ data:
     the other hosted provider at the same floor.
 
     5. Choose the provider AUTO target at the exact effort floor. AUTO resolves
-    an account-visible economy, balanced, or advanced general-purpose model
+    an account-visible economy, balanced, advanced, or frontier general-purpose model
     from provider metadata. It uses comparable provider cost data only to break
     ties between adequate models. Re-evaluate every boundary and resolve
     "continue" or "do it" from recent context. The manual local route remains
@@ -973,7 +973,7 @@ data:
     other provider at the same floor.
 
     4. Choose a provider AUTO target at the exact effort floor. AUTO resolves
-    an account-visible balanced or advanced general-purpose model from provider
+    an account-visible balanced, advanced, or frontier general-purpose model from provider
     metadata; economy targets are intentionally unavailable on this route.
     Re-evaluate every boundary and resolve "continue" or "do it" from recent
     context.
@@ -1043,7 +1043,7 @@ data:
     other provider at the same floor.
 
     4. Choose a provider AUTO target at high or xhigh only. AUTO resolves an
-    account-visible advanced general-purpose model from provider metadata.
+    account-visible advanced or frontier general-purpose model from provider metadata.
     Medium and low targets are intentionally unavailable on this route.
     Re-evaluate every boundary and resolve "continue" or "do it" from recent
     context.
@@ -1121,21 +1121,21 @@ data:
     A final independent review is Claude; implementing review findings is Codex.
 
     4. Choose an available provider AUTO target at the exact effort floor.
-    AUTO resolves the current account-visible economy, balanced, or advanced
+    AUTO resolves the current account-visible economy, balanced, advanced, or frontier
     general-purpose model. It uses comparable provider cost data only to break
     ties among models that already satisfy the capability requirement. Do not
     infer a tier from an unfamiliar model name or unadvertised effort support.
 
     Examples:
-    Critical security migration final review -> worker_claude_auto_xhigh.
-    Implement critical security review fixes -> worker_codex_auto_xhigh.
-    Difficult intermittent production failure -> worker_codex_auto_high.
-    Ordinary component design -> worker_claude_auto_medium.
-    One spelling correction -> worker_codex_auto_low.
+    Critical security migration final review -> worker_claude_auto_frontier_xhigh.
+    Implement critical security review fixes -> worker_codex_auto_advanced_xhigh.
+    Difficult intermittent production failure -> worker_codex_auto_advanced_high.
+    Ordinary component design -> worker_claude_auto_balanced_medium.
+    One spelling correction -> worker_codex_auto_economy_low.
     Anthropic exhausted + critical independent final review ->
-    worker_codex_auto_xhigh.
+    worker_codex_auto_frontier_xhigh.
     OpenAI exhausted + difficult repository implementation ->
-    worker_claude_auto_high.
+    worker_claude_auto_advanced_high.
 
     Before responding, verify the provider is available and effort is not below
     the floor. Return only the required decision object.

services/hermes/switchyard-deployment.yaml

@@ -22,7 +22,7 @@ spec:
       labels:
         app: hermes-switchyard
       annotations:
-        ai.bstein.dev/config-rev: "20260913-capability-effort-v3"
+        ai.bstein.dev/config-rev: "20260913-capability-effort-v4"
         prometheus.io/scrape: "true"
         prometheus.io/port: "9005"
         prometheus.io/path: /metrics

testing/tests/test_hermes_chat_routing_runtime.py

@@ -4,6 +4,7 @@ from __future__ import annotations
 
 import importlib.util
 import json
+import re
 import sqlite3
 import sys
 import tomllib
@@ -411,7 +412,7 @@ def test_local_flux_runtime_and_gpu_handoff_are_flux_managed():
     assert "route/local/qwen2.5-14b/medium" in switchyard
     assert "Anthropic and Claude name the same provider" in switchyard
     assert "OpenAI and Codex name the same provider" in switchyard
-    assert "account-visible economy, balanced, or advanced" in switchyard
+    assert "account-visible economy, balanced, advanced, or frontier" in switchyard
     assert "Choose across every configured Codex and Claude family" not in switchyard
     assert switchyard.count('Treat "think hard"') == 4
     assert switchyard.count("Never choose below the") >= 5
@@ -526,3 +527,32 @@ def test_local_flux_runtime_and_gpu_handoff_are_flux_managed():
         "model_gate.py"
     ]
     assert "qwen2.5:14b-instruct-q4_0" in model_gate
+
+
+def test_classifier_prompt_examples_are_allowed_and_schema_valid():
+    """Classifier prompt examples must name configured capability targets."""
+    switchyard = _documents(HERMES / "switchyard-configmap.yaml")[0]["data"][
+        "routes.toml"
+    ]
+    routes = tomllib.loads(switchyard)["routes"]
+    target_pattern = re.compile(
+        r"\b(?:worker_)?(?:codex|claude)_auto_[a-z0-9_]+\b"
+    )
+    classifier_count = 0
+    example_count = 0
+    for route in routes.values():
+        if route.get("type") != "llm_classifier":
+            continue
+        classifier_count += 1
+        examples = target_pattern.findall(route["prompt"])
+        example_count += len(examples)
+        schema = json.loads(route["response_schema"])
+        pattern = schema["properties"]["decision"]["properties"]["target"][
+            "pattern"
+        ]
+        allowed_targets = set(route["targets"])
+        assert all(target in allowed_targets for target in examples), route["id"]
+        assert all(re.fullmatch(pattern, target) for target in examples), route["id"]
+
+    assert classifier_count >= 5
+    assert example_count >= 8