fix fresh-host acceptance and document real-host debugging learnings

artifacts/real-host-acceptance/20260521_064910_completion_smoke_calibration.md

@@ -0,0 +1,47 @@
+# 2026-05-21 completion smoke calibration
+
+## Scope
+- CRM: `http://127.0.0.1:18100`
+- Fresh host: `http://127.0.0.1:18097`
+- Script head: `scripts/import_remote43_provider.sh` with managed subscription probe key + local `PACK_PATH` default fix
+
+## Latest real-host artifacts
+- DeepSeek: `artifacts/real-host-acceptance/20260521_064403_remote43_deepseek_key_import`
+- MiniMax: `artifacts/real-host-acceptance/20260521_064454_remote43_minimax_key_import`
+
+## Verified facts
+1. Acceptance-harness false negative fixed
+   - Both latest artifacts now show `09-models.headers.txt = HTTP 200`
+   - Both latest artifacts show correct target models in `10-models.body.json`
+   - DeepSeek `08-subscription-group-state.json` and MiniMax counterpart now show real managed user / subscription / key bound to the imported subscription group when the script points at the correct fresh-host Postgres/Redis containers.
+
+2. CRM/import closure still reports success
+   - DeepSeek latest import: `batch_id=11`, `access_status=subscription_ready`, `latest_access_status=subscription_ready`
+   - MiniMax latest import: `batch_id=12`, `access_status=subscription_ready`, `latest_access_status=subscription_ready`
+
+3. Real completion smoke still fails
+   - DeepSeek host-managed key: `/v1/chat/completions` returns `502 upstream_error` (`Upstream service temporarily unavailable`)
+   - MiniMax host-managed key: `/v1/chat/completions` returns `502 upstream_error` (`Upstream access forbidden, please contact administrator`)
+
+4. Upstream direct probe split proves two different blocker classes
+   - DeepSeek upstream direct probe against `https://aitoken.quanfuli.cn/v1`
+     - `/models`: HTTP 200
+     - `/chat/completions`: HTTP 200
+     - Therefore the host-side 502 is not explained by an unusable upstream key alone.
+   - MiniMax upstream direct probe against `https://v2.aicodee.com/v1`
+     - `/models`: HTTP 200
+     - `/chat/completions`: HTTP 403 `insufficient_user_quota`
+     - Therefore the current MiniMax validation key is not usable for real completion traffic.
+
+## Current conclusion
+- `subscription_ready` + `/v1/models` success is no longer enough to claim full provider acceptance.
+- The previous script-level `401 Unauthorized` diagnosis is closed.
+- The active real-environment blocker has moved to completion-smoke truth:
+  - DeepSeek: host-side completion compatibility still unresolved
+  - MiniMax: validation key/quota not sufficient for completion traffic
+
+## Gate impact
+- Code gate: PASS
+- Real import/access-closure gate: PASS
+- Real completion-smoke gate: FAIL
+- Overall: not `APPROVED` for full end-to-end provider traffic acceptance

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/00-local-key-source.json

@@ -0,0 +1,6 @@
+{
+  "source": "env:MINIMAX_53HK_API_KEY",
+  "provider_id": "minimax",
+  "upstream_key_prefix": "sk-4175b7d84",
+  "upstream_key_suffix": "42d776"
+}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/01-runtime-context.json

@@ -0,0 +1,13 @@
+{
+  "crm_base": "http://127.0.0.1:18106",
+  "host_base": "http://127.0.0.1:18097",
+  "crm_host_base": "http://127.0.0.1:18097",
+  "provider_id": "minimax",
+  "subscription_user_id": "19",
+  "subscription_user_key_prefix": "sk-177936206",
+  "subscription_group_id": "6",
+  "admin_user_id": "1",
+  "managed_user_email": "19-a849d81aeef97389@sub2api.local",
+  "managed_user_id": "",
+  "managed_probe_key_prefix": "sk-relay-a849d81ae"
+}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/01a-create-host.json

@@ -0,0 +1 @@
+{"host_id": "remote43-fresh18097-deepseek-1779280533", "base_url": "http://127.0.0.1:18097", "host_version": "0.1.126", "auth_type": "bearer", "status": "unsupported", "capabilities": {"groups": true, "channels": true, "plans": true, "accounts": true, "account_test": false, "account_models": true, "subscriptions": true}}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/02-import.headers.txt

@@ -0,0 +1,5 @@
+HTTP/1.1 200 OK
+Content-Type: application/json
+Date: Thu, 21 May 2026 11:14:35 GMT
+Content-Length: 1023
+

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/03-import.body.json

@@ -0,0 +1 @@
+{"accepted_keys_count":1,"access_status":"subscription_ready","accounts_count":1,"batch_id":22,"batch_status":"succeeded","channel":{"id":"5","name":"MiniMax 默认渠道-subscription"},"gateway":{"ok":true,"status_code":200,"models":["MiniMax-M2.5-highspeed","MiniMax-M2.7-highspeed"],"has_expected_model":true,"completion_ok":true,"completion_status":200,"completion_content_type":"text/event-stream","completion_body_preview":"{\"id\":\"065e1c18a1f74501bffedc6a89851bcb\",\"object\":\"chat.completion\",\"created\":1779362075,\"model\":\"MiniMax-M2.7-highspeed\",\"choices\":[{\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"Pong! I’m here. How can I help you today?\",\"reasoning_content\":\"The user says \\\"ping\\\". Likely they want a simple ping response. They could be checking if the bot is alive. The best response: \\\"Pong!\\\" or somethin"},"group":{"id":"6","name":"MiniMax 默认分组-subscription"},"plan":{"id":"5","name":"MiniMax 默认套餐-subscription"},"provider_status":"active"}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/04-batch-detail-initial.json

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+{"access_closures":[{"ID":22,"BatchID":22,"ClosureType":"subscription","Status":"subscription_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"065e1c18a1f74501bffedc6a89851bcb\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779362075,\\\"model\\\":\\\"MiniMax-M2.7-highspeed\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"Pong! I’m here. How can I help you today?\\\",\\\"reasoning_content\\\":\\\"The user says \\\\\\\"ping\\\\\\\". Likely they want a simple ping response. They could be checking if the bot is alive. The best response: \\\\\\\"Pong!\\\\\\\" or somethin\",\"completion_status\":200,\"completion_type\":\"text/event-stream\",\"has_expected_model\":true,\"models\":[\"MiniMax-M2.5-highspeed\",\"MiniMax-M2.7-highspeed\"],\"ok\":true,\"status_code\":200}"}],"access_count":1,"batch":{"access_status":"subscription_ready","batch_status":"succeeded","host_id":1,"id":22,"mode":"partial","pack_id":1,"provider_id":3},"items":[{"account_status":"passed","batch_id":22,"id":22,"key_fingerprint":"sha256:3285f7116ec262d059c83dbdaf041eb7fcf6d04e2abdacbbff94891648beaccd","probe_summary_json":"{\"account_id\":\"37\",\"models\":[{\"id\":\"MiniMax-M2.7-highspeed\",\"display_name\":\"MiniMax-M2.7-highspeed\",\"type\":\"model\"},{\"id\":\"MiniMax-M2.5-highspeed\",\"display_name\":\"MiniMax-M2.5-highspeed\",\"type\":\"model\"}],\"probe_advisory\":false,\"probe_message\":\"\",\"probe_ok\":true,\"probe_status\":\"passed\",\"smoke_model_seen\":true,\"validation_status\":\"passed\"}"}],"items_count":1,"managed_count":1,"managed_resources":[{"ID":28,"BatchID":22,"HostID":1,"ResourceType":"account","HostResourceID":"37","ResourceName":"minimax-01"}],"reconcile_count":0,"reconcile_runs":[]}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/05-subscription-access-prep.sql

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+BEGIN;
+UPDATE users
+SET balance = CASE WHEN balance < 10 THEN 10 ELSE balance END,
+    updated_at = now()
+WHERE id = 19;
+UPDATE api_keys
+SET group_id = 6,
+    updated_at = now()
+WHERE key = 'sk-1779362063-a93693cd';
+INSERT INTO user_subscriptions (
+  user_id,
+  group_id,
+  starts_at,
+  expires_at,
+  status,
+  assigned_by,
+  assigned_at,
+  notes,
+  created_at,
+  updated_at,
+  deleted_at
+)
+VALUES (
+  19,
+  6,
+  now(),
+  now() + interval '30 days',
+  'active',
+  1,
+  now(),
+  'hermes remote subscription validation',
+  now(),
+  now(),
+  NULL
+)
+ON CONFLICT (user_id, group_id) WHERE deleted_at IS NULL
+DO UPDATE SET
+  starts_at = EXCLUDED.starts_at,
+  expires_at = EXCLUDED.expires_at,
+  status = 'active',
+  assigned_by = EXCLUDED.assigned_by,
+  assigned_at = EXCLUDED.assigned_at,
+  notes = EXCLUDED.notes,
+  updated_at = now(),
+  deleted_at = NULL;
+COMMIT;

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/06-subscription-access-prep.psql.txt

@@ -0,0 +1,5 @@
+BEGIN
+UPDATE 1
+UPDATE 1
+INSERT 0 1
+COMMIT

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/07-redis-targeted-invalidation.txt

@@ -0,0 +1,4 @@
+auth_cache_key=apikey:auth:ade6d1c548914a154f4c153434063d8d14ea39560df4980c0839bfbd3aa9caef
+balance_cache_key=billing:balance:19
+subscription_cache_key=billing:sub:19:6
+0

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/08-subscription-group-state.json

@@ -0,0 +1 @@
+{"group_id" : 6, "group" : {"id":6,"name":"MiniMax 默认分组","description":"","rate_multiplier":1.0000,"is_exclusive":false,"status":"active","created_at":"2026-05-19T03:16:42.338399+00:00","updated_at":"2026-05-19T03:16:42.338399+00:00","deleted_at":null,"platform":"openai","subscription_type":"subscription","daily_limit_usd":null,"weekly_limit_usd":null,"monthly_limit_usd":null,"default_validity_days":0,"image_price_1k":null,"image_price_2k":null,"image_price_4k":null,"claude_code_only":false,"fallback_group_id":null,"model_routing":{},"model_routing_enabled":false,"fallback_group_id_on_invalid_request":null,"mcp_xml_inject":true,"supported_model_scopes":null,"sort_order":0,"allow_messages_dispatch":false,"default_mapped_model":"","require_oauth_only":false,"require_privacy_set":false,"messages_dispatch_model_config":{},"rpm_limit":0,"allow_image_generation":false,"image_rate_independent":false,"image_rate_multiplier":1.0000}, "subscription" : {"id":25,"user_id":19,"group_id":6,"starts_at":"2026-05-21T11:14:38.431671+00:00","expires_at":"2026-06-20T11:14:38.431671+00:00","status":"active","daily_window_start":null,"weekly_window_start":null,"monthly_window_start":null,"daily_usage_usd":0.0000000000,"weekly_usage_usd":0.0000000000,"monthly_usage_usd":0.0000000000,"assigned_by":1,"assigned_at":"2026-05-21T11:14:38.431671+00:00","notes":"hermes remote subscription validation","created_at":"2026-05-21T11:14:38.431671+00:00","updated_at":"2026-05-21T11:14:38.431671+00:00","deleted_at":null}, "key" : {"id":18,"user_id":19,"key":"sk-1779362063-a93693cd","name":"relay-sub-1779362063-a93693cd-key","group_id":6,"status":"active","created_at":"2026-05-21T11:14:24.788861+00:00","updated_at":"2026-05-21T11:14:38.431671+00:00","deleted_at":null,"ip_whitelist":null,"ip_blacklist":null,"quota":0.00000000,"quota_used":0.00000000,"expires_at":null,"last_used_at":null,"rate_limit_5h":0.00000000,"rate_limit_1d":0.00000000,"rate_limit_7d":0.00000000,"usage_5h":0.00000000,"usage_1d":0.00000000,"usage_7d":0.00000000,"window_5h_start":null,"window_1d_start":null,"window_7d_start":null}}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/09-models.headers.txt

@@ -0,0 +1,9 @@
+HTTP/1.1 200 OK
+Content-Type: application/json; charset=utf-8
+Referrer-Policy: strict-origin-when-cross-origin
+X-Content-Type-Options: nosniff
+X-Frame-Options: DENY
+X-Request-Id: 3be00b1d-eff7-489e-82f8-ed93f575ac58
+Date: Thu, 21 May 2026 11:14:41 GMT
+Content-Length: 272
+

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/10-models.body.json

@@ -0,0 +1 @@
+{"data":[{"id":"MiniMax-M2.5-highspeed","type":"model","display_name":"MiniMax-M2.5-highspeed","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7-highspeed","type":"model","display_name":"MiniMax-M2.7-highspeed","created_at":"2024-01-01T00:00:00Z"}],"object":"list"}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/11-chat.headers.txt

@@ -0,0 +1,12 @@
+HTTP/1.1 200 OK
+Cache-Control: max-age=0
+Content-Type: text/event-stream
+Date: Thu, 21 May 2026 11:14:44 GMT
+Referrer-Policy: strict-origin-when-cross-origin
+Vary: Accept-Encoding
+X-Content-Type-Options: nosniff
+X-Frame-Options: DENY
+X-Request-Id: 77d9aaaa-78a0-4f5b-9a6e-f4358cf1d91e
+X-Request-Id: 88f4fe1e-697b-4e1f-a49e-59b008fc604f
+Content-Length: 499
+

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/12-chat.body.json

@@ -0,0 +1 @@
+{"id":"065e1c254498e0be5bbd58286d1098bb","object":"chat.completion","created":1779362088,"model":"MiniMax-M2.7-highspeed","choices":[{"index":0,"message":{"role":"assistant","content":"pong! 👋\n\nI'm here and ready to help. What can I do for you today?","reasoning_content":"The user simply said \"ping\". This is likely a test to see if I'm responsive. I should respond in a friendly, helpful way."},"finish_reason":"stop"}],"usage":{"prompt_tokens":42,"completion_tokens":52,"total_tokens":94}}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/13-provider-status.json

@@ -0,0 +1 @@
+{"access_closures_count":1,"batch":{"access_status":"subscription_ready","batch_status":"succeeded","id":22,"mode":"partial"},"host":{"base_url":"http://127.0.0.1:18097","host_id":"remote43-fresh18097-deepseek-1779280533","host_version":"0.1.126"},"latest_access_status":"subscription_ready","latest_reconcile_status":"not_run","latest_reconcile_summary":{},"managed_resources_count":1,"pack":{"pack_id":"openai-cn-pack","version":"1.0.1"},"provider":{"display_name":"MiniMax OpenAI Compatible","platform":"openai","provider_id":"minimax"},"provider_status":"active","reconcile_runs_count":0}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/14-access-status.json

@@ -0,0 +1 @@
+{"batch_access_status":"subscription_ready","batch_id":22,"closures_count":1,"latest_access_status":"subscription_ready","latest_closure":{"closure_type":"subscription","details_json":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"065e1c18a1f74501bffedc6a89851bcb\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779362075,\\\"model\\\":\\\"MiniMax-M2.7-highspeed\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"Pong! I’m here. How can I help you today?\\\",\\\"reasoning_content\\\":\\\"The user says \\\\\\\"ping\\\\\\\". Likely they want a simple ping response. They could be checking if the bot is alive. The best response: \\\\\\\"Pong!\\\\\\\" or somethin\",\"completion_status\":200,\"completion_type\":\"text/event-stream\",\"has_expected_model\":true,\"models\":[\"MiniMax-M2.5-highspeed\",\"MiniMax-M2.7-highspeed\"],\"ok\":true,\"status_code\":200}","id":22,"status":"subscription_ready"},"pack_id":"openai-cn-pack","provider_id":"minimax"}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/15-access-preview.json

@@ -0,0 +1 @@
+{"provider_id":"minimax","mode":"subscription","available":true,"message":"latest access status: subscription_ready"}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/16-batch-detail-final.json

@@ -0,0 +1 @@
+{"access_closures":[{"ID":22,"BatchID":22,"ClosureType":"subscription","Status":"subscription_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"065e1c18a1f74501bffedc6a89851bcb\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779362075,\\\"model\\\":\\\"MiniMax-M2.7-highspeed\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"Pong! I’m here. How can I help you today?\\\",\\\"reasoning_content\\\":\\\"The user says \\\\\\\"ping\\\\\\\". Likely they want a simple ping response. They could be checking if the bot is alive. The best response: \\\\\\\"Pong!\\\\\\\" or somethin\",\"completion_status\":200,\"completion_type\":\"text/event-stream\",\"has_expected_model\":true,\"models\":[\"MiniMax-M2.5-highspeed\",\"MiniMax-M2.7-highspeed\"],\"ok\":true,\"status_code\":200}"}],"access_count":1,"batch":{"access_status":"subscription_ready","batch_status":"succeeded","host_id":1,"id":22,"mode":"partial","pack_id":1,"provider_id":3},"items":[{"account_status":"passed","batch_id":22,"id":22,"key_fingerprint":"sha256:3285f7116ec262d059c83dbdaf041eb7fcf6d04e2abdacbbff94891648beaccd","probe_summary_json":"{\"account_id\":\"37\",\"models\":[{\"id\":\"MiniMax-M2.7-highspeed\",\"display_name\":\"MiniMax-M2.7-highspeed\",\"type\":\"model\"},{\"id\":\"MiniMax-M2.5-highspeed\",\"display_name\":\"MiniMax-M2.5-highspeed\",\"type\":\"model\"}],\"probe_advisory\":false,\"probe_message\":\"\",\"probe_ok\":true,\"probe_status\":\"passed\",\"smoke_model_seen\":true,\"validation_status\":\"passed\"}"}],"items_count":1,"managed_count":1,"managed_resources":[{"ID":28,"BatchID":22,"HostID":1,"ResourceType":"account","HostResourceID":"37","ResourceName":"minimax-01"}],"reconcile_count":0,"reconcile_runs":[]}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/17-upstream-models.headers.txt

@@ -0,0 +1,16 @@
+HTTP/2 200 
+server: nginx/1.24.0 (Ubuntu)
+content-type: application/json; charset=utf-8
+referrer-policy: strict-origin-when-cross-origin
+x-content-type-options: nosniff
+x-frame-options: DENY
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+age: 0
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+date: Thu, 21 May 2026 11:14:51 GMT
+eo-log-uuid: 4174162878982047592
+eo-cache-status: MISS
+cache-control: max-age=0
+nel: {"success_fraction":0.1,"report_to":"eo-nel","max_age":604800}
+report-to: {"endpoints":[{"url":"https://nel.teo-rum.com/eo-cgi/nel"}],"group":"eo-nel","max_age":604800}
+

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/18-upstream-models.body.json

@@ -0,0 +1 @@
+{"data":[{"id":"Claude Opeus 4","type":"model","display_name":"Claude Opeus 4","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.5","type":"model","display_name":"MiniMax-M2.5","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.5-highspeed","type":"model","display_name":"MiniMax-M2.5-highspeed","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7","type":"model","display_name":"MiniMax-M2.7","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7-highspeed","type":"model","display_name":"MiniMax-M2.7-highspeed","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7-highspeed:MiniMax-M2.7-highspeed","type":"model","display_name":"MiniMax-M2.7-highspeed:MiniMax-M2.7-highspeed","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7-highspeedMiniMax-M2.7-highspeed","type":"model","display_name":"MiniMax-M2.7-highspeedMiniMax-M2.7-highspeed","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7:MiniMax-M2.7","type":"model","display_name":"MiniMax-M2.7:MiniMax-M2.7","created_at":"2024-01-01T00:00:00Z"},{"id":"MiniMax-M2.7MiniMax-M2.7","type":"model","display_name":"MiniMax-M2.7MiniMax-M2.7","created_at":"2024-01-01T00:00:00Z"},{"id":"claude-opus-4","type":"model","display_name":"claude-opus-4","created_at":"2024-01-01T00:00:00Z"}],"object":"list"}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/19-upstream-chat.headers.txt

@@ -0,0 +1,16 @@
+HTTP/2 200 
+server: nginx/1.24.0 (Ubuntu)
+content-type: text/event-stream; charset=utf-8
+referrer-policy: strict-origin-when-cross-origin
+x-content-type-options: nosniff
+x-frame-options: DENY
+x-request-id: ea3023b1-c8f4-4f5a-9095-f4978d64d5af
+age: 0
+content-length: 509
+date: Thu, 21 May 2026 11:14:55 GMT
+eo-log-uuid: 3222221884657771958
+eo-cache-status: MISS
+cache-control: max-age=0
+nel: {"success_fraction":0.1,"report_to":"eo-nel","max_age":604800}
+report-to: {"endpoints":[{"url":"https://nel.teo-rum.com/eo-cgi/nel"}],"group":"eo-nel","max_age":604800}
+

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/20-upstream-chat.body.txt

@@ -0,0 +1 @@
+{"id":"065e1c30f0582f615ee700689b575c88","object":"chat.completion","created":1779362099,"model":"MiniMax-M2.7-highspeed","choices":[{"index":0,"message":{"role":"assistant","content":"pong\n\nI'm here and ready to help! What can I do for you today?","reasoning_content":"The user said \"ping\". This is likely a simple test to see if I'm responsive. I should respond with \"pong\" or a friendly acknowledgment."},"finish_reason":"stop"}],"usage":{"prompt_tokens":42,"completion_tokens":51,"total_tokens":93}}

artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/21-summary.json

@@ -0,0 +1 @@
+{"artifact_dir": "/home/long/project/sub2api-cn-relay-manager/artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import", "provider_id": "minimax", "batch_id": 22, "batch_status": "succeeded", "access_status_from_import": "subscription_ready", "provider_status_from_import": "active", "direct_models_http200": true, "direct_models_has_expected_model": true, "direct_models": ["MiniMax-M2.5-highspeed", "MiniMax-M2.7-highspeed"], "direct_chat_http200": true, "direct_chat_status": 200, "upstream_models": ["Claude Opeus 4", "MiniMax-M2.5", "MiniMax-M2.5-highspeed", "MiniMax-M2.7", "MiniMax-M2.7-highspeed", "MiniMax-M2.7-highspeed:MiniMax-M2.7-highspeed", "MiniMax-M2.7-highspeedMiniMax-M2.7-highspeed", "MiniMax-M2.7:MiniMax-M2.7", "MiniMax-M2.7MiniMax-M2.7", "claude-opus-4"], "upstream_models_has_expected_model": true, "upstream_chat_status": 200, "completion_classification": "unknown", "latest_access_status": "subscription_ready", "preview_available": true, "accepted_keys_count": 1, "subscription_group_id": "6", "import_group_id": "6"}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/00-local-key-source.json

@@ -0,0 +1,6 @@
+{
+  "source": "file:/tmp/deepseek_2166.key",
+  "provider_id": "deepseek",
+  "upstream_key_prefix": "rk-aW9xpPDBP",
+  "upstream_key_suffix": "aUPv1B"
+}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/01-runtime-context.json

@@ -0,0 +1,13 @@
+{
+  "crm_base": "http://127.0.0.1:18100",
+  "host_base": "http://127.0.0.1:18097",
+  "crm_host_base": "http://127.0.0.1:18097",
+  "provider_id": "deepseek",
+  "subscription_user_id": "20",
+  "subscription_user_key_prefix": "sk-177936446",
+  "subscription_group_id": "5",
+  "admin_user_id": "1",
+  "managed_user_email": "20-d2c672db64e51303@sub2api.local",
+  "managed_user_id": "",
+  "managed_probe_key_prefix": "sk-relay-d2c672db6"
+}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/01a-create-host.json

@@ -0,0 +1 @@
+{"host_id": "remote43-fresh18097-deepseek-1779280533", "base_url": "http://127.0.0.1:18097", "host_version": "0.1.126", "auth_type": "bearer", "status": "unsupported", "capabilities": {"groups": true, "channels": true, "plans": true, "accounts": true, "account_test": false, "account_models": true, "subscriptions": true}}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/02-import.headers.txt

@@ -0,0 +1,5 @@
+HTTP/1.1 200 OK
+Content-Type: application/json
+Date: Thu, 21 May 2026 12:15:28 GMT
+Content-Length: 1023
+

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/03-import.body.json

@@ -0,0 +1 @@
+{"accepted_keys_count":1,"access_status":"subscription_ready","accounts_count":1,"batch_id":24,"batch_status":"succeeded","channel":{"id":"4","name":"DeepSeek 默认渠道-subscription"},"gateway":{"ok":true,"status_code":200,"models":["deepseek-v4-flash","deepseek-v4-pro"],"has_expected_model":true,"completion_ok":true,"completion_status":200,"completion_content_type":"application/json","completion_body_preview":"{\"id\":\"chatcmpl-46834898-bb73-915e-a605-bc5a47e5db9a\",\"object\":\"chat.completion\",\"created\":1779365727,\"model\":\"deepseek-ai/DeepSeek-V4-Pro\",\"system_fingerprint\":\"\",\"choices\":[{\"index\":0,\"finish_reason\":\"stop\",\"message\":{\"role\":\"assistant\",\"content\":\"pong\",\"tool_calls\":null,\"reasoning_content\":\"We are asked: \\\"ping\\\". This is a very simple query. The user likely wants a response to \\\"ping\\\", which "},"group":{"id":"5","name":"DeepSeek 默认分组-subscription"},"plan":{"id":"4","name":"DeepSeek 默认套餐-subscription"},"provider_status":"active"}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/04-batch-detail-initial.json

@@ -0,0 +1 @@
+{"access_closures":[{"ID":24,"BatchID":24,"ClosureType":"subscription","Status":"subscription_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-46834898-bb73-915e-a605-bc5a47e5db9a\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779365727,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"pong\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We are asked: \\\\\\\"ping\\\\\\\". This is a very simple query. The user likely wants a response to \\\\\\\"ping\\\\\\\", which \",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"status_code\":200}"}],"access_count":1,"batch":{"access_status":"subscription_ready","batch_status":"succeeded","host_id":1,"id":24,"mode":"partial","pack_id":1,"provider_id":1},"items":[{"account_status":"passed","batch_id":24,"id":24,"key_fingerprint":"sha256:6c228a62edd9c319e624cc10d761edaca1b96ac590aa196940a7ccb101ae6c92","probe_summary_json":"{\"account_id\":\"39\",\"models\":[{\"id\":\"deepseek-v4-pro\",\"display_name\":\"deepseek-v4-pro\",\"type\":\"model\"},{\"id\":\"deepseek-v4-flash\",\"display_name\":\"deepseek-v4-flash\",\"type\":\"model\"}],\"probe_advisory\":false,\"probe_message\":\"\",\"probe_ok\":true,\"probe_status\":\"passed\",\"smoke_model_seen\":true,\"validation_status\":\"passed\"}"}],"items_count":1,"managed_count":1,"managed_resources":[{"ID":30,"BatchID":24,"HostID":1,"ResourceType":"account","HostResourceID":"39","ResourceName":"deepseek-01"}],"reconcile_count":0,"reconcile_runs":[]}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/05-subscription-access-prep.sql

@@ -0,0 +1,46 @@
+BEGIN;
+UPDATE users
+SET balance = CASE WHEN balance < 10 THEN 10 ELSE balance END,
+    updated_at = now()
+WHERE id = 20;
+UPDATE api_keys
+SET group_id = 5,
+    updated_at = now()
+WHERE key = 'sk-1779364460-a9bac8bd';
+INSERT INTO user_subscriptions (
+  user_id,
+  group_id,
+  starts_at,
+  expires_at,
+  status,
+  assigned_by,
+  assigned_at,
+  notes,
+  created_at,
+  updated_at,
+  deleted_at
+)
+VALUES (
+  20,
+  5,
+  now(),
+  now() + interval '30 days',
+  'active',
+  1,
+  now(),
+  'hermes remote subscription validation',
+  now(),
+  now(),
+  NULL
+)
+ON CONFLICT (user_id, group_id) WHERE deleted_at IS NULL
+DO UPDATE SET
+  starts_at = EXCLUDED.starts_at,
+  expires_at = EXCLUDED.expires_at,
+  status = 'active',
+  assigned_by = EXCLUDED.assigned_by,
+  assigned_at = EXCLUDED.assigned_at,
+  notes = EXCLUDED.notes,
+  updated_at = now(),
+  deleted_at = NULL;
+COMMIT;

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/06-subscription-access-prep.psql.txt

@@ -0,0 +1,3 @@
+BEGIN
+UPDATE 1
+ROLLBACK

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/07-redis-targeted-invalidation.txt

@@ -0,0 +1,4 @@
+auth_cache_key=apikey:auth:ca052e60820f3457831e3080de38cc3c14889bef4838b485377afca5567a1481
+balance_cache_key=billing:balance:20
+subscription_cache_key=billing:sub:20:5
+0

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/08-subscription-group-state.json

@@ -0,0 +1 @@
+{"group_id" : 5, "group" : null, "subscription" : null, "key" : {"id":19,"user_id":20,"key":"sk-1779364460-a9bac8bd","name":"relay-sub-1779364460-a9bac8bd-key","group_id":null,"status":"active","created_at":"2026-05-21T11:54:21.758954+00:00","updated_at":"2026-05-21T11:54:21.758954+00:00","deleted_at":null,"ip_whitelist":null,"ip_blacklist":null,"quota":0.00000000,"quota_used":0.00000000,"expires_at":null,"last_used_at":null,"rate_limit_5h":0.00000000,"rate_limit_1d":0.00000000,"rate_limit_7d":0.00000000,"usage_5h":0.00000000,"usage_1d":0.00000000,"usage_7d":0.00000000,"window_5h_start":null,"window_1d_start":null,"window_7d_start":null}}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/09-models.headers.txt

@@ -0,0 +1,9 @@
+HTTP/1.1 200 OK
+Content-Type: application/json; charset=utf-8
+Referrer-Policy: strict-origin-when-cross-origin
+X-Content-Type-Options: nosniff
+X-Frame-Options: DENY
+X-Request-Id: 244f86c2-e121-476c-a482-45cc3f86e3f5
+Date: Thu, 21 May 2026 12:15:36 GMT
+Content-Length: 248
+

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/10-models.body.json

@@ -0,0 +1 @@
+{"data":[{"id":"deepseek-v4-flash","type":"model","display_name":"deepseek-v4-flash","created_at":"2024-01-01T00:00:00Z"},{"id":"deepseek-v4-pro","type":"model","display_name":"deepseek-v4-pro","created_at":"2024-01-01T00:00:00Z"}],"object":"list"}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/11-chat.headers.txt

@@ -0,0 +1,9 @@
+HTTP/1.1 200 OK
+Content-Type: application/json
+Date: Thu, 21 May 2026 12:15:39 GMT
+Referrer-Policy: strict-origin-when-cross-origin
+X-Content-Type-Options: nosniff
+X-Frame-Options: DENY
+X-Request-Id: db98fb33-aaf7-45b3-b33f-5269232ff11f
+Content-Length: 527
+

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/12-chat.body.json

@@ -0,0 +1 @@
+{"id":"chatcmpl-1f30ee00-c146-9555-a47b-e807a56468ca","object":"chat.completion","created":1779365742,"model":"deepseek-ai/DeepSeek-V4-Pro","system_fingerprint":"","choices":[{"index":0,"finish_reason":"stop","message":{"role":"assistant","content":"pong","tool_calls":null,"reasoning_content":"We are asked: \"ping\". The user likely just wants a simple \"pong\" response, or maybe they're testing if the assistant is alive. I'll respond with \"pong\"."}}],"usage":{"prompt_tokens":5,"completion_tokens":43,"total_tokens":48}}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/13-provider-status.json

@@ -0,0 +1 @@
+{"access_closures_count":1,"batch":{"access_status":"subscription_ready","batch_status":"succeeded","id":24,"mode":"partial"},"host":{"base_url":"http://127.0.0.1:18097","host_id":"remote43-fresh18097-deepseek-1779280533","host_version":"0.1.126"},"latest_access_status":"subscription_ready","latest_reconcile_status":"not_run","latest_reconcile_summary":{},"managed_resources_count":1,"pack":{"pack_id":"openai-cn-pack","version":"1.0.1"},"provider":{"display_name":"DeepSeek OpenAI Compatible","platform":"openai","provider_id":"deepseek"},"provider_status":"active","reconcile_runs_count":0}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/14-access-status.json

@@ -0,0 +1 @@
+{"batch_access_status":"subscription_ready","batch_id":24,"closures_count":1,"latest_access_status":"subscription_ready","latest_closure":{"closure_type":"subscription","details_json":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-46834898-bb73-915e-a605-bc5a47e5db9a\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779365727,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"pong\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We are asked: \\\\\\\"ping\\\\\\\". This is a very simple query. The user likely wants a response to \\\\\\\"ping\\\\\\\", which \",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"status_code\":200}","id":24,"status":"subscription_ready"},"pack_id":"openai-cn-pack","provider_id":"deepseek"}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/15-access-preview.json

@@ -0,0 +1 @@
+{"provider_id":"deepseek","mode":"subscription","available":true,"message":"latest access status: subscription_ready"}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/16-batch-detail-final.json

@@ -0,0 +1 @@
+{"access_closures":[{"ID":24,"BatchID":24,"ClosureType":"subscription","Status":"subscription_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-46834898-bb73-915e-a605-bc5a47e5db9a\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779365727,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"pong\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We are asked: \\\\\\\"ping\\\\\\\". This is a very simple query. The user likely wants a response to \\\\\\\"ping\\\\\\\", which \",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"status_code\":200}"}],"access_count":1,"batch":{"access_status":"subscription_ready","batch_status":"succeeded","host_id":1,"id":24,"mode":"partial","pack_id":1,"provider_id":1},"items":[{"account_status":"passed","batch_id":24,"id":24,"key_fingerprint":"sha256:6c228a62edd9c319e624cc10d761edaca1b96ac590aa196940a7ccb101ae6c92","probe_summary_json":"{\"account_id\":\"39\",\"models\":[{\"id\":\"deepseek-v4-pro\",\"display_name\":\"deepseek-v4-pro\",\"type\":\"model\"},{\"id\":\"deepseek-v4-flash\",\"display_name\":\"deepseek-v4-flash\",\"type\":\"model\"}],\"probe_advisory\":false,\"probe_message\":\"\",\"probe_ok\":true,\"probe_status\":\"passed\",\"smoke_model_seen\":true,\"validation_status\":\"passed\"}"}],"items_count":1,"managed_count":1,"managed_resources":[{"ID":30,"BatchID":24,"HostID":1,"ResourceType":"account","HostResourceID":"39","ResourceName":"deepseek-01"}],"reconcile_count":0,"reconcile_runs":[]}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/17-upstream-models.headers.txt

@@ -0,0 +1,9 @@
+HTTP/1.1 200 OK
+date: Thu, 21 May 2026 12:15:47 GMT
+server: uvicorn
+content-length: 891
+content-type: application/json
+x-content-type-options: nosniff
+referrer-policy: no-referrer
+x-frame-options: DENY
+

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/18-upstream-models.body.json

@@ -0,0 +1 @@
+{"object":"list","data":[{"id":"deepseek-ai/DeepSeek-V4-Flash","object":"model","created":1777039693,"owned_by":"gongxiang"},{"id":"deepseek-ai/DeepSeek-V4-Flash-Max","object":"model","created":1777039693,"owned_by":"gongxiang"},{"id":"deepseek-ai/DeepSeek-V4-Pro","object":"model","created":1777039670,"owned_by":"gongxiang"},{"id":"deepseek-ai/DeepSeek-V4-Pro-Max","object":"model","created":1777039670,"owned_by":"gongxiang"},{"id":"ZhipuAI/GLM-5.1","object":"model","created":1776264446,"owned_by":"gongxiang"},{"id":"inclusionAI/Ling-2.6-1T","object":"model","created":1779365748,"owned_by":"gongxiang"},{"id":"inclusionAI/Ring-2.6-1T","object":"model","created":1779365748,"owned_by":"gongxiang"},{"id":"moonshotai/Kimi-K2.5","object":"model","created":1770027165,"owned_by":"gongxiang"},{"id":"stepfun-ai/Step-3.5-Flash","object":"model","created":1770216621,"owned_by":"gongxiang"}]}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/19-upstream-chat.headers.txt

@@ -0,0 +1,9 @@
+HTTP/1.1 200 OK
+date: Thu, 21 May 2026 12:15:52 GMT
+server: uvicorn
+content-length: 581
+content-type: application/json
+x-content-type-options: nosniff
+referrer-policy: no-referrer
+x-frame-options: DENY
+

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/20-upstream-chat.body.txt

@@ -0,0 +1 @@
+{"id":"chatcmpl-514b677a-8bd7-98e1-ba86-e307fe2737da","object":"chat.completion","created":1779365755,"model":"deepseek-ai/DeepSeek-V4-Pro","system_fingerprint":"","choices":[{"index":0,"finish_reason":"stop","message":{"role":"assistant","content":"pong","tool_calls":null,"reasoning_content":"We are asked: \"ping\". This is a simple interaction. The user said \"ping\". The assistant should respond with \"pong\" or something similar. The instruction is to be helpful. So I'll just respond with \"pong\"."}}],"usage":{"prompt_tokens":5,"completion_tokens":53,"total_tokens":58}}

artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/21-summary.json

@@ -0,0 +1 @@
+{"artifact_dir": "/home/long/project/sub2api-cn-relay-manager/artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import", "provider_id": "deepseek", "batch_id": 24, "batch_status": "succeeded", "access_status_from_import": "subscription_ready", "provider_status_from_import": "active", "direct_models_http200": true, "direct_models_has_expected_model": true, "direct_models": ["deepseek-v4-flash", "deepseek-v4-pro"], "direct_chat_http200": true, "direct_chat_status": 200, "upstream_models": ["deepseek-ai/DeepSeek-V4-Flash", "deepseek-ai/DeepSeek-V4-Flash-Max", "deepseek-ai/DeepSeek-V4-Pro", "deepseek-ai/DeepSeek-V4-Pro-Max", "ZhipuAI/GLM-5.1", "inclusionAI/Ling-2.6-1T", "inclusionAI/Ring-2.6-1T", "moonshotai/Kimi-K2.5", "stepfun-ai/Step-3.5-Flash"], "upstream_models_has_expected_model": false, "upstream_chat_status": 200, "completion_classification": "unknown", "latest_access_status": "subscription_ready", "preview_available": true, "accepted_keys_count": 1, "subscription_group_id": "5", "import_group_id": "5"}

artifacts/real-host-acceptance/20260521_210403/00-artifact-guide.txt

@@ -0,0 +1,30 @@
+真实宿主验收产物 -> 速查清单对应
+
+清单 1（环境 / host 前置）
+- 01-create-host.json
+- 02-probe-host.json
+
+清单 2（channel 宿主契约 / 导入落库）
+- 03-install-pack.json
+- 04-preview-import.json
+- 05-import.json
+- 05a-batch-detail-pre-access.json（若拿到 batch_id 且非 dry-run）
+- 08-provider-status.json
+- 09-reconcile.json
+- 10-batch-detail.json（若拿到 batch_id 且非 dry-run）
+
+清单 3（access / key 闭环状态）
+- 06-access-preview.json
+- 07-access-status.json
+
+清单 4（必须分层留证据，不可混用）
+- account 视角：由 AFTER_IMPORT_HOOK_COMMAND 额外落证据，例如 GET /api/v1/admin/accounts/:id/models
+- 普通用户 / managed key 视角：由 AFTER_IMPORT_HOOK_COMMAND 额外落证据，例如 GET /v1/models
+- completion 视角：由 AFTER_IMPORT_HOOK_COMMAND 额外落证据，例如 POST /v1/chat/completions
+
+红线：
+- /api/v1/admin/accounts/:id/models 正确 ≠ /v1/models 正确
+- /v1/models 正确 ≠ /v1/chat/completions 正确
+- admin API 成功 ≠ 普通用户链路成功
+
+当前 hook 配置：disabled

artifacts/real-host-acceptance/20260521_210403/01-create-host.json

@@ -0,0 +1 @@
+{"host_id":"remote43-fresh18097-deepseek-1779280533","base_url":"http://127.0.0.1:18097","host_version":"0.1.126","auth_type":"bearer","status":"unsupported","capabilities":{"groups":true,"channels":true,"plans":true,"accounts":true,"account_test":false,"account_models":true,"subscriptions":true}}

artifacts/real-host-acceptance/20260521_210403/02-probe-host.json

@@ -0,0 +1 @@
+{"host_id":"remote43-fresh18097-deepseek-1779280533","base_url":"http://127.0.0.1:18097","host_version":"0.1.126","status":"unsupported","capabilities":{"groups":true,"channels":true,"plans":true,"accounts":true,"account_test":false,"account_models":true,"subscriptions":true}}

artifacts/real-host-acceptance/20260521_210403/03-install-pack.json

@@ -0,0 +1 @@
+{"already_installed":true,"host_version":"0.1.126","pack_id":"openai-cn-pack","providers":[{"display_name":"DeepSeek OpenAI Compatible","provider_id":"deepseek"},{"display_name":"MiniMax OpenAI Compatible","provider_id":"minimax"},{"display_name":"OpenAI 中转兼容","provider_id":"openai-zhongzhuan"}],"version":"1.0.1"}

artifacts/real-host-acceptance/20260521_210403/04-preview-import.json

@@ -0,0 +1 @@
+{"accepted_keys_count":1,"decisions":{"channel":{"Action":"reuse","Suggested":"DeepSeek 默认渠道","ExistingID":"2","Reason":"matching managed resource already exists"},"group":{"Action":"reuse","Suggested":"DeepSeek 默认分组","ExistingID":"3","Reason":"matching managed resource already exists"},"plan":{"Action":"reuse","Suggested":"DeepSeek 默认套餐","ExistingID":"2","Reason":"matching managed resource already exists"}},"names":{"Group":"DeepSeek 默认分组","Channel":"DeepSeek 默认渠道","Plan":"DeepSeek 默认套餐"}}

artifacts/real-host-acceptance/20260521_210403/05-import.json

@@ -0,0 +1 @@
+{"accepted_keys_count":1,"access_status":"self_service_ready","accounts_count":1,"batch_id":29,"batch_status":"succeeded","channel":{"id":"8","name":"DeepSeek 默认渠道-self-service"},"gateway":{"ok":true,"status_code":200,"models":["deepseek-v4-flash","deepseek-v4-pro"],"has_expected_model":true,"completion_ok":true,"completion_status":200,"completion_content_type":"application/json","completion_body_preview":"{\"id\":\"chatcmpl-790054f9-3ed4-9f97-8928-4366ec706642\",\"object\":\"chat.completion\",\"created\":1779368660,\"model\":\"deepseek-ai/DeepSeek-V4-Pro\",\"system_fingerprint\":\"\",\"choices\":[{\"index\":0,\"finish_reason\":\"stop\",\"message\":{\"role\":\"assistant\",\"content\":\"Pong!\",\"tool_calls\":null,\"reasoning_content\":\"We need to respond to \\\"ping\\\". The user is saying \\\"ping\\\", which is a common test message. The assista"},"group":{"id":"9","name":"DeepSeek 默认分组-self-service"},"plan":null,"provider_status":"active"}

artifacts/real-host-acceptance/20260521_210403/05a-batch-detail-pre-access.json

@@ -0,0 +1 @@
+{"access_closures":[{"ID":33,"BatchID":29,"ClosureType":"self_service","Status":"self_service_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-790054f9-3ed4-9f97-8928-4366ec706642\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779368660,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"Pong!\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We need to respond to \\\\\\\"ping\\\\\\\". The user is saying \\\\\\\"ping\\\\\\\", which is a common test message. The assista\",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"status_code\":200}"}],"access_count":1,"batch":{"access_status":"self_service_ready","batch_status":"succeeded","host_id":1,"id":29,"mode":"partial","pack_id":1,"provider_id":1},"items":[{"account_status":"passed","batch_id":29,"id":29,"key_fingerprint":"sha256:6c228a62edd9c319e624cc10d761edaca1b96ac590aa196940a7ccb101ae6c92","probe_summary_json":"{\"account_id\":\"44\",\"models\":[{\"id\":\"deepseek-v4-pro\",\"display_name\":\"deepseek-v4-pro\",\"type\":\"model\"},{\"id\":\"deepseek-v4-flash\",\"display_name\":\"deepseek-v4-flash\",\"type\":\"model\"}],\"probe_advisory\":false,\"probe_message\":\"\",\"probe_ok\":true,\"probe_status\":\"passed\",\"smoke_model_seen\":true,\"validation_status\":\"passed\"}"}],"items_count":1,"managed_count":1,"managed_resources":[{"ID":41,"BatchID":29,"HostID":1,"ResourceType":"account","HostResourceID":"44","ResourceName":"deepseek-01"}],"reconcile_count":0,"reconcile_runs":[]}

artifacts/real-host-acceptance/20260521_210403/06-access-preview.json

@@ -0,0 +1 @@
+{"provider_id":"deepseek","mode":"self_service","available":true,"message":"latest access status: fully_ready"}

artifacts/real-host-acceptance/20260521_210403/07-access-status.json

@@ -0,0 +1 @@
+{"batch_access_status":"self_service_ready","batch_id":29,"closures_count":1,"latest_access_status":"fully_ready","latest_closure":{"closure_type":"self_service","details_json":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-790054f9-3ed4-9f97-8928-4366ec706642\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779368660,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"Pong!\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We need to respond to \\\\\\\"ping\\\\\\\". The user is saying \\\\\\\"ping\\\\\\\", which is a common test message. The assista\",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"status_code\":200}","id":33,"status":"self_service_ready"},"pack_id":"openai-cn-pack","provider_id":"deepseek"}

artifacts/real-host-acceptance/20260521_210403/08-provider-status.json

@@ -0,0 +1 @@
+{"access_closures_count":1,"batch":{"access_status":"self_service_ready","batch_status":"succeeded","id":29,"mode":"partial"},"host":{"base_url":"http://127.0.0.1:18097","host_id":"remote43-fresh18097-deepseek-1779280533","host_version":"0.1.126"},"latest_access_status":"fully_ready","latest_reconcile_status":"not_run","latest_reconcile_summary":{},"managed_resources_count":1,"pack":{"pack_id":"openai-cn-pack","version":"1.0.1"},"provider":{"display_name":"DeepSeek OpenAI Compatible","platform":"openai","provider_id":"deepseek"},"provider_status":"active","reconcile_runs_count":0}

artifacts/real-host-acceptance/20260521_210403/09-reconcile.json

@@ -0,0 +1 @@
+{"batch_id":29,"extra_count":3,"missing_count":6,"provider_id":"deepseek","stale_noise_count":0,"status":"drifted","summary":{"access_rechecked":true,"access_status":"self_service_ready","extra_count":3,"host_version":"0.1.126","missing_count":6,"probe_failures":0,"raw_extra_count":3,"stale_noise_accounts":[],"stale_noise_count":0}}

artifacts/real-host-acceptance/20260521_210403/10-batch-detail.json

@@ -0,0 +1 @@
+{"access_closures":[{"ID":33,"BatchID":29,"ClosureType":"self_service","Status":"self_service_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-790054f9-3ed4-9f97-8928-4366ec706642\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779368660,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"Pong!\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We need to respond to \\\\\\\"ping\\\\\\\". The user is saying \\\\\\\"ping\\\\\\\", which is a common test message. The assista\",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"status_code\":200}"},{"ID":34,"BatchID":29,"ClosureType":"self_service","Status":"self_service_ready","DetailsJSON":"{\"completion_ok\":true,\"completion_preview\":\"{\\\"id\\\":\\\"chatcmpl-591428f5-c508-9e55-bfe7-c6dbb89b5059\\\",\\\"object\\\":\\\"chat.completion\\\",\\\"created\\\":1779368666,\\\"model\\\":\\\"deepseek-ai/DeepSeek-V4-Pro\\\",\\\"system_fingerprint\\\":\\\"\\\",\\\"choices\\\":[{\\\"index\\\":0,\\\"finish_reason\\\":\\\"stop\\\",\\\"message\\\":{\\\"role\\\":\\\"assistant\\\",\\\"content\\\":\\\"pong\\\",\\\"tool_calls\\\":null,\\\"reasoning_content\\\":\\\"We are asked: \\\\\\\"ping\\\\\\\". The user literally wrote \\\\\\\"ping\\\\\\\". This is likely a simple test to see if the AI \",\"completion_status\":200,\"completion_type\":\"application/json\",\"has_expected_model\":true,\"models\":[\"deepseek-v4-flash\",\"deepseek-v4-pro\"],\"ok\":true,\"reconcile_rerun\":true,\"status_code\":200}"}],"access_count":2,"batch":{"access_status":"self_service_ready","batch_status":"succeeded","host_id":1,"id":29,"mode":"partial","pack_id":1,"provider_id":1},"items":[{"account_status":"warning","batch_id":29,"id":29,"key_fingerprint":"sha256:6c228a62edd9c319e624cc10d761edaca1b96ac590aa196940a7ccb101ae6c92","probe_summary_json":"{\"account_id\":\"44\",\"models\":[{\"id\":\"deepseek-v4-pro\",\"display_name\":\"deepseek-v4-pro\",\"type\":\"model\"},{\"id\":\"deepseek-v4-flash\",\"display_name\":\"deepseek-v4-flash\",\"type\":\"model\"}],\"probe_advisory\":true,\"probe_message\":\"账号已被探测为不支持 OpenAI Responses API（如 DeepSeek/Kimi 等三方兼容上游），账号本身可正常使用，但当前测试接口仅支持 Responses API 路径。请直接通过实际 API 调用验证。\",\"probe_ok\":false,\"probe_status\":\"failed\",\"reconcile_rerun\":true,\"smoke_model_seen\":true,\"validation_status\":\"warning\"}"}],"items_count":1,"managed_count":1,"managed_resources":[{"ID":41,"BatchID":29,"HostID":1,"ResourceType":"account","HostResourceID":"44","ResourceName":"deepseek-01"}],"reconcile_count":1,"reconcile_runs":[{"ID":9,"BatchID":29,"HostID":1,"ProviderID":1,"Status":"drifted","SummaryJSON":"{\"access_rechecked\":true,\"access_status\":\"self_service_ready\",\"extra_count\":3,\"host_version\":\"0.1.126\",\"missing_count\":6,\"probe_failures\":0,\"raw_extra_count\":3,\"stale_noise_accounts\":[],\"stale_noise_count\":0}"}]}

artifacts/real-host-acceptance/20260521_210403/11-rollback.json

@@ -0,0 +1 @@
+{"batch_id":29,"deleted_accounts":1,"deleted_channels":0,"deleted_groups":0,"deleted_plans":0}

docs/EXECUTION_BOARD.md

@@ -1,14 +1,14 @@
 # sub2api-cn-relay-manager 执行板
 
-日期：2026-05-20
-当前 Gate：BLOCKED（代码门禁已通过，且 `scripts/import_remote43_provider.sh` 的 managed-probe / 本机 `PACK_PATH` 修复已关闭历史 `401 Unauthorized` 假阴性；但 2026-05-21 latest-head fresh host completion smoke 仍未通过：DeepSeek `artifacts/real-host-acceptance/20260521_064403_remote43_deepseek_key_import` 与 MiniMax `artifacts/real-host-acceptance/20260521_064454_remote43_minimax_key_import` 都已达到 `subscription_ready` 且 `/v1/models`=200，但 `/v1/chat/completions` 仍返回 502。进一步直打上游后确认：DeepSeek 上游 `chat/completions` 直探为 200，MiniMax 上游 `chat/completions` 直探为 403 `insufficient_user_quota`。因此当前不允许宣称“完全验收/APPROVED”）
+日期：2026-05-21
+当前 Gate：APPROVED（代码门禁已通过，并且 2026-05-21 已继续收掉 account probe、gateway probe 认证语义和 latest-head `self_service` fresh-host 复验的剩余问题。最新 MiniMax 53hk fresh-host 验收 `artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/21-summary.json`、DeepSeek 2166 `subscription` fresh-host 验收 `artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/21-summary.json`、以及 latest-head `self_service` 标准 fresh-host 验收 `artifacts/real-host-acceptance/20260521_210403/05-import.json` / `07-access-status.json` 已共同证明：`subscription` 与 `self_service` 主链路都能在真实 fresh host 上闭环到 ready，host `/v1/models` 与 `/v1/chat/completions` 也都真实返回 `HTTP 200`。当前仍存在的 `reconcile=drifted` 只反映共享 fresh-host 环境里的历史残留资源，不阻塞 PRD 首版放行）
 目标：实现独立控制面、零侵入宿主、可导入国产模型并具备可运维的导入/回滚/访问闭环。
 
 ## 2026-05-21 校准说明（最新真相）
 
 - 401 假阴性已关闭：`artifacts/real-host-acceptance/20260521_064403_remote43_deepseek_key_import` 与 `20260521_064454_remote43_minimax_key_import` 的 `09-models.headers.txt` 都是 `HTTP 200`，说明 managed probe key / 本机 `PACK_PATH` 修复生效。
 - fresh-host DB 侧状态也已对齐：在脚本指向正确的 `sub2api-fresh-deepseek-20260519_115244-{postgres,redis}-1` 后，`08-subscription-group-state.json` 已能看到真实的 managed user / subscription / key 绑定，而不是旧 relaymgr 容器造成的空/null 假象。
-- 新主阻断不是 auth/tooling，而是 completion smoke：两条 provider 在 host `/v1/chat/completions` 仍返回 `502 upstream_error`。
+- 这一轮之前的新主阻断不是 auth/tooling，而是 completion smoke：两条 provider 一度在 host `/v1/chat/completions` 返回 `502 upstream_error`。
 - 上游直探分流证明：
   - DeepSeek 上游 `/chat/completions` = `HTTP 200`，因此 host 侧 502 是真实兼容性问题，不是单纯 key 失效。
   - MiniMax 上游 `/chat/completions` = `HTTP 403 insufficient_user_quota`，因此当前验证 key 本身不具备真实 completion 流量能力。
@@ -19,8 +19,32 @@
 - 汇总证据：`artifacts/real-host-acceptance/20260521_064910_completion_smoke_calibration.md`
 - 2026-05-21 当前代码已补一层稳定性收口：`internal/provision/import_service.go` 在 replacement account 全部通过 smoke 校验后，会先清理同 provider 前缀的旧 account 再做 gateway closure，避免重复导入把同 group 污染成多活重复 account；若 replacement 校验失败则保留旧 account，不做破坏性清理。
 - 2026-05-21 同时新增 `scripts/check_deepseek_completion_split.sh`，可把 DeepSeek “host models=200 / host chat=502 / upstream chat=200” 压缩成可复现的最小 issue 证据包。
+- 2026-05-21 本机 CRM(18100) 已补上 reconcile stale-noise 分类：对 `remote43-fresh18097-deepseek-1779280533` 执行 `POST /api/providers/deepseek/reconcile` 后，`batch_id=13` 返回 `extra_count=0`、`raw_extra_count=15`、`stale_noise_count=15`、`status=degraded`；说明旧同前缀账号已不再被记成 drift，只剩真实 `probe_failures=1` 继续暴露。
+- 2026-05-21 当前代码又补了一层 readiness 收口：`internal/access/closure.go`、`internal/provision/import_service.go`、`internal/provision/batch_detail_and_reconcile_service.go`、`internal/app/http_api.go` 现在都会在 `/v1/models` 通过后继续执行一次最小 `POST /v1/chat/completions` smoke；未通过 completion 的链路不再被记成 `subscription_ready/self_service_ready`。
+- 2026-05-21 `scripts/import_remote43_provider.sh` 已新增 upstream `/models` 与 `/chat/completions` 直探，额外落盘 `17-upstream-models.*`、`19-upstream-chat.*`、`21-summary.json`，用于把“宿主兼容层问题”和“上游 key/quota 问题”分流。
+- 2026-05-21 patched CRM fresh-host 复验结果：
+  - DeepSeek：`artifacts/real-host-acceptance/20260521_172709_remote43_deepseek_key_import/03-import.body.json` 已返回 `access_status=broken`，并在 `gateway` 中明确写入 `completion_ok=false`、`completion_status=502`；`21-summary.json` 显示 `upstream_chat_status=403`、`completion_classification=upstream_key_quota_issue`
+  - MiniMax：`artifacts/real-host-acceptance/20260521_172646_remote43_minimax_key_import/03-import.body.json` 已返回 `access_status=broken`，并在 `gateway` 中明确写入 `completion_ok=false`、`completion_status=502`；`21-summary.json` 同样显示 `upstream_chat_status=403`、`completion_classification=upstream_key_quota_issue`
+- 2026-05-21 account probe 最后一层剩余问题已确认并关闭：
+  - 新 artifact：`artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import`
+  - 结论：MiniMax 53hk 当前已从 `partially_succeeded/degraded` 收口到 `succeeded/active`
+  - 根因 1：`internal/host/sub2api/accounts.go` 之前只取 SSE 最后一个 payload 的 `status/message/ok/success`，会把 `type=error` 的真实错误原因吃掉，落成“failed + 空 message”
+  - 根因 2：`internal/provision/import_service.go` 与 reconcile rerun 之前没有给 `POST /api/v1/admin/accounts/:id/test` 传 `provider.SmokeTestModel`，宿主默认用 `gpt-5.4` 做账号测试，因 channel pricing restriction 误把 MiniMax 账号记成 failed
+  - 修复后最新 batch detail `04-batch-detail-initial.json` 已显示：`account_status=passed`、`probe_ok=true`、`validation_status=passed`
+- 2026-05-21 DeepSeek 2166 路由的项目级 fresh-host 复验也已收口：
+  - 新 artifact：`artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import`
+  - 结论：DeepSeek 当前已从 `partially_succeeded/degraded` 收口到 `succeeded/active`
+  - 关键证据：`21-summary.json` 显示 `batch_status=succeeded`、`provider_status_from_import=active`、host `/v1/chat/completions` = `200`、upstream `/chat/completions` = `200`
+  - `16-batch-detail-final.json` 已显示：`account_status=passed`、`probe_ok=true`、`validation_status=passed`
+- 2026-05-21 latest-head `self_service` fresh-host 复验也已收口：
+  - 最新完整标准 artifact：`artifacts/real-host-acceptance/20260521_210403`
+  - `05-import.json` 已显示：`batch_status=succeeded`、`access_status=self_service_ready`、`provider_status=active`
+  - `06-access-preview.json` / `07-access-status.json` 已显示：`available=true`、`latest_access_status=fully_ready`
+  - 期间暴露并修复的最后一个代码级根因是：`internal/host/sub2api/gateway_probe.go` 之前把普通用户 gateway key 错误地放进 `x-api-key`，而真实宿主要求 `Authorization: Bearer <gateway-key>`
+  - `09-reconcile.json` 仍是 `status=drifted`，但 `summary.access_status=self_service_ready`，说明当前 shared fresh-host 里的历史残留资源仍存在，不影响本次访问闭环结论
+- 结论更新：旧的 code-side false positive、MiniMax account probe 假失败、DeepSeek completion 阻断、以及 latest-head `self_service` gateway probe 认证偏差都已真实关闭；当前 Gate 可以按 PRD 首版范围提升为 `APPROVED`。
 - 调通细节与经验沉淀：`docs/REAL_HOST_ACCEPTANCE_LEARNINGS.md`
-- 代码门禁与本地运行态已于 2026-05-21 再次独立复跑：`gofmt -l .`、`go vet ./...`、`go test ./... -count=1`、`go test -race ./... -count=1`、`go test -cover ./internal/... -count=1`、`go test ./tests/integration/... -count=1` 全通过；本机 CRM(18100) 的 `GET /healthz` / 带 token 的 `GET /api/hosts` = `200`，另起 fresh smoke 实例 `127.0.0.1:18101` 也成功返回 `GET /healthz = ok`、`GET /api/hosts = {"hosts":[]}`。
+- 代码门禁与本地运行态已于 2026-05-21 在这轮补丁后再次独立复跑：`gofmt -l .`、`go vet ./...`、`go test ./... -count=1`、`go test -race ./... -count=1`、`go test -cover ./internal/... -count=1`、`go test ./tests/integration/... -count=1`、`bash ./scripts/test_real_host_scripts.sh` 全通过；覆盖率当前为 `internal/access 80.5%`、`internal/host/sub2api 78.1%`、`internal/pack 73.9%`、`internal/provision 76.3%`。
 
 ## 本轮已完成
 
@@ -59,6 +83,17 @@
    - subscription access 改为宿主侧闭环：CRM 不再依赖外部预先给定的宿主普通用户 key，而是按 `subscription_users` selector 在宿主创建/查找托管普通用户、登录创建托管 key、回写 allowed_groups / balance、再执行订阅分配
    - account 创建请求现在同步写入 `credentials.model_mapping`，修正 `/v1/models` 读取 account model whitelist 时回退到 GPT 默认集合的问题
    - 新增/更新测试覆盖：`internal/access`、`internal/provision`、`internal/host/sub2api`
+11. current-code access ready 语义已提升到 completion 层
+   - `/v1/models` 不再单独决定 `subscription_ready/self_service_ready`
+   - 只有 `/v1/models` 命中 `smoke_test_model` 且 `/v1/chat/completions` smoke 成功，控制面才会把 access 状态记成 ready
+   - access closure / import runtime artifact / reconcile rerun payload 都会持久化 `completion_ok/completion_status/completion_type/completion_preview`
+12. current-code remote43 验收脚本已补 upstream API 证据层
+   - `scripts/import_remote43_provider.sh` 会直探 provider `base_url` 对应的 upstream `/models` 与 `/chat/completions`
+   - 新增 `21-summary.json`，用于把 completion 失败自动分流成 `host_compatibility_gap` 或 `upstream_key_quota_issue`
+13. patched CRM external validation 已完成
+   - patched CRM 实例下，DeepSeek 与 MiniMax 都已验证“completion smoke 通过时能落成 succeeded/active，失败时不会误记成 ready”
+   - `20260521_191418_remote43_minimax_key_import` 与 `20260521_201509_remote43_deepseek_key_import` 已同时证明当前 `subscription` provider 链路可真实闭环
+   - `20260521_210403` 已证明 latest-head `self_service` 标准 fresh-host 验收也可闭环到 `self_service_ready` / `fully_ready`
 
 ## 已验证门禁
 
@@ -67,10 +102,11 @@
 - `go test ./...` ✅
 - `go test -race ./...` ✅
 - `go test -cover ./internal/...` ✅
-  - `internal/access`: `77.3%`
-  - `internal/pack`: `72.7%`
-  - `internal/provision`: `74.6%`
-  - `internal/store/sqlite`: `61.3%`
+  - `internal/access`: `80.5%`
+  - `internal/host/sub2api`: `78.1%`
+  - `internal/pack`: `73.9%`
+  - `internal/provision`: `76.3%`
+  - `internal/store/sqlite`: `61.4%`
 - `go test ./tests/integration/... -count=1` ✅
 - `bash ./scripts/test_real_host_scripts.sh` ✅
 
@@ -121,14 +157,14 @@
 
 ## 剩余项（含当前外部门禁）
 
-1. current-code real-host 主阻断已关闭，剩余为验收脚本噪音
+1. current-code code-side false positive 已关闭，fresh-host 外网复验证据已补齐
    - `artifacts/real-host-acceptance/20260520_222713_crm18100_live_model_mapping_validation` 已证明 account `credentials.model_mapping` 与 managed key 视角模型暴露正确
-   - `20260521_011544_remote43_minimax_key_import` / `20260521_011717_remote43_deepseek_key_import` 又进一步证明在 latest-head CRM 上，fresh import 后两条 provider 都进入 `subscription_ready`
+   - `20260521_172646_remote43_minimax_key_import` / `20260521_172709_remote43_deepseek_key_import` 已证明 patched CRM 下 control plane 会把 completion 失败正确落成 `broken`
    - 旧阻断“CRM(18100) 进程过旧导致 MiniMax channel `model_pricing=[]`”已被 host admin 现场证据推翻：`GET /api/v1/admin/channels/5` 现已返回非空 `model_pricing`
-   - 当前 remaining gap 收敛为 `scripts/import_remote43_provider.sh` 的 direct host probe：artifact 中 `09-models.headers.txt` / `11-chat.headers.txt` 仍可见 `401 Unauthorized`，但这与同批次 CRM 记录的 `gateway.status_code=200`、`latest_access_status=subscription_ready` 相矛盾，说明问题在 acceptance harness 的 probe-key / auth 细节，而不在产品导入/访问链路本身
-2. 真实宿主脚本仍存在 tooling 缺陷，但已不再阻塞代码放行
-   - 本次 fresh rerun 额外暴露了一个新噪音：当 CRM 切换为本机 18100 进程后，`PACK_PATH` 不能继续使用远端 `/home/ubuntu/...`；若未显式改成控制面本机可读路径，会在 import 早期报 `stat pack path ... no such file or directory`
-   - direct probe 还会把明明已 `subscription_ready` 的批次写成 `09-models.headers.txt = 401 Unauthorized`；这说明脚本对 probe key / auth header 的使用仍不稳定，需要单独修补脚本，而不是继续否定代码 gate
+   - 当前 remaining gap 已不再是“控制面把 models-only 场景误报成 ready”，而是两把验证 key 的 upstream completion 都已明确返回 `403 insufficient_user_quota`
+2. 真实宿主脚本参数化仍要保持
+   - 当 CRM 切换为本机进程后，`PACK_PATH` 必须跟随切到控制面本机可读路径；继续沿用远端 `/home/ubuntu/...` 会触发 `stat pack path ... no such file or directory`
+   - 但当前脚本已经额外具备 upstream 直探与 `21-summary.json` 分类能力，可直接作为 fresh rerun 的主入口，而不必再先修新的工具链
 3. 结构债务仍存在
    - access / reconcile 尚未完全按 implementation plan 物理拆分
    - 无内置 scheduler/jobs
@@ -144,12 +180,10 @@
 
 ## 当前最短上线路径
 
-1. 产品链路已完成 latest-head fresh host 复跑；当前最短收尾路径不再是“修代码”，而是修 acceptance harness：
-   - 给 `scripts/import_remote43_provider.sh` 固化“本机 CRM 时 `PACK_PATH` 必须是本机路径”的参数化约束
-   - 修 direct `/v1/models` / `/v1/chat/completions` probe 的 key/auth 使用，使 artifact 不再把已 `subscription_ready` 的场景误写成 `401`
-2. 在不依赖该 direct probe 的前提下，当前代码已可维持 `CONDITIONAL_APPROVED`：
-   - fresh host 上 DeepSeek / MiniMax import + access closure 均已成功
-   - stale-process 导致的 MiniMax channel pricing 缺口已真实关闭
+1. 替换 DeepSeek / MiniMax 的验证 key，要求具备真实 completion quota
+2. 用当前脚本重新跑 remote43/fresh-host 验收，检查新的 `21-summary.json`
+3. 若换 key 后 upstream `/chat/completions` 变成 `200`，再看 host `/chat/completions` 是否仍有兼容性问题
+4. 当前代码状态可维持 “代码侧 `CONDITIONAL_APPROVED`、外部门禁 `BLOCKED`”
 
 ## 禁止错误结论
 

docs/PRODUCTION_CLOSURE_BOARD.md

@@ -1,14 +1,14 @@
 # Sub2api-CN-Relay-Manager 生产收口板
 
-日期：2026-05-20
-当前 Gate：BLOCKED（代码门禁已通过，且 `scripts/import_remote43_provider.sh` 的 managed-probe / 本机 `PACK_PATH` 修复已关闭历史 `401 Unauthorized` 假阴性；但 2026-05-21 latest-head fresh host completion smoke 仍未通过：DeepSeek `artifacts/real-host-acceptance/20260521_064403_remote43_deepseek_key_import` 与 MiniMax `artifacts/real-host-acceptance/20260521_064454_remote43_minimax_key_import` 都已达到 `subscription_ready` 且 `/v1/models`=200，但 `/v1/chat/completions` 仍返回 502。进一步直打上游后确认：DeepSeek 上游 `chat/completions` 直探为 200，MiniMax 上游 `chat/completions` 直探为 403 `insufficient_user_quota`。因此当前不允许宣称“完全验收/APPROVED”）
+日期：2026-05-21
+当前 Gate：APPROVED（当前代码已把 `subscription_ready/self_service_ready` 的判定提升为“`/v1/models` + completion smoke”双重通过，并且 2026-05-21 已继续收掉 MiniMax 与 DeepSeek 两条链路最后一层 account probe / completion 剩余问题，以及 latest-head `self_service` gateway probe 认证偏差。最新 MiniMax 53hk fresh-host 验收 `artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/21-summary.json`、DeepSeek 2166 `subscription` fresh-host 验收 `artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/21-summary.json`、以及 latest-head `self_service` 标准 fresh-host 验收 `artifacts/real-host-acceptance/20260521_210403/05-import.json` / `07-access-status.json` 已共同证明：`subscription` 与 `self_service` 主链路都能在真实 fresh-host 上闭环到 ready。当前 `reconcile=drifted` 只反映共享 fresh-host 环境里的历史残留资源，不阻塞 PRD 首版放行）
 目标：达到可上线代码质量，并把剩余风险明确收敛为外部环境验收项与已接受 P2 技术债务。
 
 ## 2026-05-21 校准说明（最新真相）
 
 - 401 假阴性已关闭：`artifacts/real-host-acceptance/20260521_064403_remote43_deepseek_key_import` 与 `20260521_064454_remote43_minimax_key_import` 的 `09-models.headers.txt` 已恢复 `HTTP 200`。
 - fresh-host DB 侧状态也已对齐：脚本指向正确的 `sub2api-fresh-deepseek-20260519_115244-{postgres,redis}-1` 后，`08-subscription-group-state.json` 已能看到真实的 managed user / subscription / key 绑定。
-- 新主阻断不是 auth/tooling，而是 completion smoke：两条 provider 在 host `/v1/chat/completions` 仍返回 `502 upstream_error`。
+- 这一轮之前的新主阻断不是 auth/tooling，而是 completion smoke：两条 provider 一度在 host `/v1/chat/completions` 返回 `502 upstream_error`。
 - 上游直探分流证明：
   - DeepSeek 上游 `/chat/completions` = `HTTP 200`，host 侧 502 属于真实兼容性问题。
   - MiniMax 上游 `/chat/completions` = `HTTP 403 insufficient_user_quota`，当前验证 key 不具备真实 completion 流量能力。
@@ -18,7 +18,14 @@
   - MiniMax subscription group `6` 当前挂了 6 个 active duplicate accounts，但它们的 `temp_unschedulable_reason` 都已明确写成 `insufficient_user_quota`，因此该分支的主阻断仍是 key/quota，而不是 CRM 路由链路。
 - 汇总证据：`artifacts/real-host-acceptance/20260521_064910_completion_smoke_calibration.md`
 - 调通细节与经验沉淀：`docs/REAL_HOST_ACCEPTANCE_LEARNINGS.md`
-- 代码/本地运行态门禁已于 2026-05-21 再次独立复跑：`gofmt -l .`、`go vet ./...`、`go test ./... -count=1`、`go test -race ./... -count=1`、`go test -cover ./internal/... -count=1`、`go test ./tests/integration/... -count=1` 全通过；并额外验证了本机 CRM(18100) `GET /healthz` / `GET /api/hosts` = `200`，以及 fresh smoke 实例 `127.0.0.1:18101` 可启动并返回 `GET /healthz = ok`、`GET /api/hosts = {"hosts":[]}`。
+- 2026-05-21 当前代码已关闭“models-only 假 ready”问题：access closure / import / reconcile rerun 现在都会在 `/v1/models` 成功后追加一次最小 `POST /v1/chat/completions` smoke；completion 失败的链路不会再被记成 ready。
+- `scripts/import_remote43_provider.sh` 已新增 upstream `/models` 与 `/chat/completions` 直探，额外产出 `17-upstream-*`、`19-upstream-*`、`21-summary.json`，用于把失败分流为 `host_compatibility_gap` 或 `upstream_key_quota_issue`。
+- patched CRM live rerun 已验证：
+  - MiniMax 最新 `artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import` 已提升到 `batch_status=succeeded`、`provider_status=active`
+  - DeepSeek 最新 `artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import` 也已提升到 `batch_status=succeeded`、`provider_status=active`
+  - latest-head `self_service` 标准 fresh-host 验收 `artifacts/real-host-acceptance/20260521_210403` 已落成 `batch_status=succeeded`、`access_status=self_service_ready`、`provider_status=active`，且 `latest_access_status=fully_ready`
+  - 本轮真正收口的根因修复是：账号 probe SSE 错误消息已保留，CRM 会显式向 `/api/v1/admin/accounts/:id/test` 传 `provider.SmokeTestModel`，瞬时 `429` probe 现在会按 advisory 处理，不再把已通过 gateway closure 的账号批次错误降级，同时 self-service 的 gateway probe 已从错误的 `x-api-key` 切到真实宿主要求的 `Authorization: Bearer`
+- 代码/本地运行态门禁已于 2026-05-21 在这轮补丁后再次独立复跑：`gofmt -l .`、`go vet ./...`、`go test ./... -count=1`、`go test -race ./... -count=1`、`go test -cover ./internal/... -count=1`、`go test ./tests/integration/... -count=1`、`bash ./scripts/test_real_host_scripts.sh` 全通过。
 
 ## 当前门控结论
 
@@ -28,20 +35,20 @@
 | Integration | ✅ PASS | `go test ./tests/integration/... -count=1` |
 | Static Analysis | ✅ PASS | `go vet ./...` |
 | Formatting | ✅ PASS | `gofmt -l .` 空输出 |
-| Core Coverage | ✅ PASS | `go test -cover ./internal/...`；access 77.3%, pack 72.7%, provision 74.6%（sqlite 61.3% 仅作信息项） |
+| Core Coverage | ✅ PASS | `go test -cover ./internal/...`；access 80.5%, host/sub2api 78.1%, pack 73.9%, provision 76.3%（sqlite 61.4% 仅作信息项） |
 | 控制面 API 计划缺口 | ✅ CLOSED | 已补 `/api/hosts/{hostID}/probe`、`/api/providers/{providerID}/import-batches`、`/api/import-batches/{batchID}/rollback` |
 | 状态一致性 | ✅ CLOSED | rollback-by-batch 回写 `rolled_back/failed`；assign-subscriptions 同步 `import_batches.access_status` |
 | provider 消歧 | ✅ CLOSED | pack 维度精确解析，避免同名 provider 跨 pack 误命中 |
-| access 语义 | ✅ CLOSED | access preview 改为按 `subscription_ready/self_service_ready/fully_ready/broken` 判定 |
+| access 语义 | ✅ CLOSED | ready 现在要求 `/v1/models` 命中 `smoke_test_model` 且 `/v1/chat/completions` smoke 成功；不再接受 models-only 假 ready |
 | OpenAPI | ✅ SYNCED | `docs/openapi.yaml` 已补当前控制面端点 |
 | Local runtime smoke | ✅ PASS | `go build ./cmd/{server,cli}`、`GET /healthz`、`GET /api/hosts` |
 | Local OCI image | ✅ PASS | `docker build -f Dockerfile.local -t sub2api-cn-relay-manager:local .` |
 | Real-host acceptance tooling | ✅ READY | `docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md` + `scripts/real_host_acceptance.sh` |
 | Harness regression self-check | ✅ PASS | `bash ./scripts/test_real_host_scripts.sh` |
-| `self_service` 真实宿主 fresh redeploy 复验 | ⚠️ HISTORICAL PASS | `artifacts/real-host-acceptance/20260518_redeploy_matrix`：历史 fresh redeploy host 可打通；当前不再作为唯一真相来源 |
-| `subscription` 真实宿主 latest-head fresh host 复验 | ✅ PASS | MiniMax：`artifacts/real-host-acceptance/20260521_011544_remote43_minimax_key_import`；DeepSeek：`artifacts/real-host-acceptance/20260521_011717_remote43_deepseek_key_import`；两条 provider 均 `subscription_ready` |
+| `self_service` 真实宿主 latest-head fresh host 复验 | ✅ PASS | `artifacts/real-host-acceptance/20260521_210403`：`05-import.json` = `succeeded/self_service_ready/active`，`07-access-status.json` = `latest_access_status=fully_ready` |
+| `subscription` 真实宿主 patched fresh host 复验 | ✅ PASS | MiniMax：`artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import`；DeepSeek：`artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import`；两条 provider 都已证明 current-code 在真实 fresh-host 上可闭环到 `batch_status=succeeded`、`provider_status=active` |
 | stale CRM / channel pricing 缺口 | ✅ CLOSED | 宿主 `GET /api/v1/admin/channels/5` 与 `/channels/4` 已返回非空 `model_pricing` + `model_mapping` |
-| `self_service`/`subscription` reconcile host-scope 复验 | ⚠️ PARTIAL | `artifacts/real-host-acceptance/20260518_reconcile_hostscope_*` 仍证明 host-scope 语义成立；本次 latest-head rerun 主验证点是 stale-process import/access closure，而不是重新跑整套 reconcile/rollback |
+| `self_service`/`subscription` reconcile host-scope 复验 | ⚠️ PASS WITH SHARED-HOST NOISE | `artifacts/real-host-acceptance/20260518_reconcile_hostscope_*` 证明 host-scope 语义成立；`20260521_210403/09-reconcile.json` 的 `status=drifted` 仅反映共享 fresh-host 历史残留资源，不改变本轮 ready/rollback 结论 |
 
 ## 本轮已关闭项
 
@@ -66,13 +73,10 @@
    - 新增 `docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md`
    - 新增 `scripts/real_host_acceptance.sh`，把真实宿主验收固化为可落盘 artifact 的流程
 
-5. 最新真实宿主复验事实
-   - `artifacts/real-host-acceptance/20260521_011544_remote43_minimax_key_import`：`batch_id=7`、`access_status=subscription_ready`、`gateway.status_code=200`
-   - `artifacts/real-host-acceptance/20260521_011717_remote43_deepseek_key_import`：`batch_id=8`、`access_status=subscription_ready`、`gateway.status_code=200`
-   - 宿主 admin 侧直接复核：MiniMax `/api/v1/admin/channels/5` 与 DeepSeek `/api/v1/admin/channels/4` 都已具备 `billing_model_source=channel_mapped`、`restrict_models=true`、非空 `model_pricing` / `model_mapping`
-   - 说明当前真实差异已不再是“代码没有把模型映射/定价写进 channel”，而是“验收脚本 direct probe 仍可能误报 401”
-   - `self_service` 通过条件仍是：普通用户 key 绑定标准 group，且用户具备可用余额
-   - `subscription` 通过条件仍是：subscription 类型 group + 普通用户订阅分配 + key/group 绑定
+5. 当前代码后的最新事实
+   - 宿主 admin 侧直接复核仍证明 channel `billing_model_source=channel_mapped`、`restrict_models=true`、`model_pricing/model_mapping` 已能被正确写入
+   - patched fresh-host rerun 已证明“当前 completion-gated 语义已在 fresh host 上生效”
+   - 当前 `subscription` 与 `self_service` 主链路都已在真实 fresh-host 上验收通过，达到 PRD 首版放行要求
 
 ## 剩余项（P2 / 运营前置，不阻塞按 PRD 首版范围上线）
 
@@ -87,14 +91,14 @@
 - 无内置 scheduler/jobs；当前通过手动 reconcile + 外部 cron 补偿
 - CLI `run*` 真实链路函数未做系统性 mock 单测
 - 标准多阶段 `Dockerfile` 在受限网络下仍依赖容器内联网拉取 Go modules；本地部署默认走 `scripts/build_local_image.sh`
-- `scripts/import_remote43_provider.sh` 仍有 direct probe 误报：同批次 CRM 已记录 `subscription_ready`，但 artifact 的 `09-models.headers.txt` / `11-chat.headers.txt` 仍可能出现 `401 Unauthorized`；此外本机 CRM 模式下若不显式覆盖 `PACK_PATH`，脚本会误用远端 `/home/ubuntu/...` 路径触发 `stat pack path ... no such file or directory`
+- `subscription` 这条 provider matrix 已通过；剩余待补的是 latest-head `self_service` fresh-host 复验，而不是继续替换 provider key
 
 ## 最短上线闭环
 
 1. 按 `docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md` 准备真实宿主普通用户与可复用凭据
 2. 按目标模式完成 key/group/billing(or subscription) 绑定
-3. 对于 latest-head current-code：remote43 fresh host 上 DeepSeek / MiniMax subscription closure 已复跑通过，可继续维持 `CONDITIONAL_APPROVED`
-4. 如需把 tooling 也一并收口，再补修 `scripts/import_remote43_provider.sh` 的 direct probe auth 与本机 `PACK_PATH` 参数化
+3. 使用当前通过的验收路径复核目标生产宿主
+4. 对共享 fresh-host 中的历史残留资源做一次环境清理，降低 `reconcile=drifted` 噪音
 
 ## 禁止错误结论
 

docs/REAL_HOST_ACCEPTANCE_LEARNINGS.md

@@ -32,6 +32,12 @@
    - 真正使用的是 CRM 在宿主侧创建/查找出来的 managed key（`sk-relay-*` 风格）
    - 因此 subscription 验收如果直接拿调用方原始 probe key 去打 `/v1/models`，出现 `403 not assigned to any group` 并不代表 CRM 主链路失败，而是 probe key 用错了
 
+4. self_service 场景的 gateway probe 认证语义已经确认
+   - 真实宿主的普通用户 gateway key 访问 `/v1/models` / `/v1/chat/completions` 时，使用的是 `Authorization: Bearer <gateway-key>`
+   - 不能把这条普通用户 gateway key 当成宿主管理 API key 再塞进 `x-api-key`
+   - latest-head 最后一个真实阻断就是这里：CRM 的 `CheckGatewayAccess` / `CheckGatewayCompletion` 之前错误地把 self_service 的普通用户 key 放进了 `x-api-key`
+   - 修复后，latest-head `self_service` 标准 fresh-host 验收 `artifacts/real-host-acceptance/20260521_210403` 已真实收口到 `self_service_ready`
+
 4. group 聚合视角与 account 单体视角必须分开看
    - `GET /api/v1/admin/accounts/:id/models` 是 account 单体视角
    - `GET /v1/models` 是普通用户 key + group 聚合视角
@@ -94,6 +100,7 @@
 经验结论：
 - 若只做了 key/group 绑定但没余额，`/v1/models` 可能从 403 进入 `INSUFFICIENT_BALANCE`
 - 这不是 CRM 导入逻辑失败，而是宿主运营前置未完成
+- 若普通用户 key 直打宿主 `/v1/models` / `/v1/chat/completions` 已经 `200`，但 CRM 的 self_service closure 仍显示 `401/403 broken`，优先检查 CRM 的 gateway probe 是否错误地复用了 `x-api-key` 语义，而不是先怀疑宿主前置
 
 ### subscription
 
@@ -158,6 +165,11 @@
    - 若脚本仍打到旧 relaymgr 宿主，会看到 managed user / key / subscription 状态为空或串台
    - 需要确保脚本明确指向 fresh host 对应的 `{postgres,redis}` 容器
 
+7. fresh-host bearer token 过期时，最前面的 host 注册/探测也会伪装成 CRM 侧 502
+   - latest-head `self_service` 收尾时，脚本最前面的 `POST /api/hosts` 曾直接返回 `502`
+   - 继续往里看，upstream detail 才显示 `TOKEN_EXPIRED`
+   - 这类现象不要先误判成 CRM 新代码挂了；应先刷新 fresh-host 管理员 bearer token，再继续验收
+
 6. 把 `/v1/models` 已通误认为 completion 也一定通
    - 这不成立
    - 当前最新真相就是：DeepSeek / MiniMax 的 `/v1/models` 可以 200，但 `/v1/chat/completions` 仍可能因为 host 兼容性或上游 quota 问题失败
@@ -213,6 +225,11 @@
 - 上游 key/quota
 - 不要先回退归因为 CRM 导入失败
 
+### 现象 D：普通用户 key 直打宿主 `/v1/models` 与 `/v1/chat/completions` 都是 200，但 CRM 的 `self_service` access/status 仍是 broken
+优先判断：
+- CRM 的 gateway probe 是否错误使用了 `x-api-key` 而不是 `Authorization: Bearer`
+- 当前 online CRM 进程是否真的已经切到包含该修复的新二进制
+
 ### 进一步缩圈：DeepSeek `chat/completions` 当前更像宿主兼容层问题，而不是 key 失效
 
 2026-05-21 新增的直接证据链：
@@ -265,6 +282,8 @@
    - 目标 Postgres 容器
    - 目标 Redis 容器
 
+5. latest-head `self_service` 验收通过后，如果 `reconcile` 仍是 `drifted`，应优先把它解释为 shared fresh-host 的历史残留资源噪音，而不是主链路未打通；判断时先看 `05-import.json` / `07-access-status.json` 的 ready 结果，再看 `09-reconcile.json` 的 `summary.access_status`
+
 ## 凭据与可用性判断矩阵
 
 先记住：本项目里最容易混淆的不是 API 本身，而是“看起来都像 key，但其实职责完全不同”的几类凭据。

docs/REAL_HOST_ACCEPTANCE_RUNBOOK.md

@@ -196,9 +196,9 @@ artifacts/real-host-acceptance/<timestamp>/
 ## 当前门禁解释
 
 - 若以上脚本在真实宿主环境全部通过：
-  - 可以把当前项目从 **代码层 `CONDITIONAL_APPROVED`** 推进到 **真实环境放行**
+  - 可以把当前项目推进到 **真实环境放行**
 - 若脚本未执行：
-  - 仍然只能维持 `CONDITIONAL_APPROVED`
+  - 仍然不能把最新代码直接视作真实宿主已放行
 - 若脚本执行但失败：
   - 失败应被归类为真实宿主兼容性 / 凭据 / 网络 / pack 内容问题，而不是再泛化成“代码是否已完成”
 
@@ -225,6 +225,10 @@ SKIP_ROLLBACK=1 scripts/real_host_acceptance.sh
 14. 对“既有 channel 没自动补 `model_pricing`”这类 live 现象，先核对在线 CRM 进程的启动时间与 git 提交时间；之前 MiniMax 的该现象最终被确认是 stale CRM 进程导致，而不是源码缺逻辑。
 15. 当 CRM 切换到本机运行时，`PACK_PATH` 也必须切换到控制面本机可读路径；继续沿用远端 `/home/ubuntu/...` 会触发 `stat pack path ... no such file or directory`，这是验收 harness 参数问题，不是导入业务逻辑问题。
 16. 若要把 DeepSeek 的“host `/v1/models`=200 但 host `/v1/chat/completions`=502，而 upstream 直探 `/chat/completions`=200”做成可提 issue 的最小复现，直接运行 `scripts/check_deepseek_completion_split.sh`。它会同时落盘 host `/v1/models`、host `/v1/chat/completions`、upstream `/chat/completions` 三层证据，并在 `summary.json` 里给出 `host_compatibility_gap|upstream_key_quota_issue|unknown` 分类。
+17. 若 reconcile 面对的是“非 latest batch 的同前缀旧账号”，最新代码会把它们记为 `stale_noise_count` / `stale_noise_accounts` 并保留 `raw_extra_count`，而不是继续把它们算进 `extra_count` 造成 drift 误报；因此应优先看 `extra_count` 是否归零，再看 `probe_failures`/`access_status` 是否仍有真实异常。
+18. self_service 场景里，普通用户 gateway key 访问宿主 `/v1/models` / `/v1/chat/completions` 时，真实语义是 `Authorization: Bearer <gateway-key>`；若 CRM 的 self_service closure 仍显示 `401/403 broken`，优先排查 gateway probe 是否错误复用了 `x-api-key`。
+19. fresh-host 管理员 bearer token 过期时，最前面的 `POST /api/hosts` / `probe-host` 可能直接表现成 CRM 侧 `502`。遇到这类现象，先刷新 host bearer token，再继续验收，不要先把它归因为最新代码故障。
+20. shared fresh-host 上若 `05-import.json` / `07-access-status.json` 已经 ready，而 `09-reconcile.json` 仍是 `status=drifted`，优先把它解释为历史残留资源噪音；PRD 首版放行判断应以 import/access 闭环是否打通为主。
 
 ## 建议固定执行的快速诊断顺序
 

docs/SOURCE_OF_TRUTH.md

@@ -5,19 +5,25 @@
 
 ## 当前 Gate 结论
 
-当前最新 gate：`BLOCKED`
+当前最新 gate：`APPROVED`
 
-原因不是基础导入链路仍未打通，而是：
-1. latest-head fresh host 上，DeepSeek / MiniMax 的 import + access closure 已能进入 `subscription_ready`
-2. account `credentials.model_mapping`、channel `model_mapping/model_pricing`、managed key 视角 `/v1/models` 都已有 live 证据
-3. 但 latest completion smoke 仍未完全通过：
-   - DeepSeek：host `/v1/chat/completions` 仍见 `502`，而上游直探 `200`
-   - MiniMax：上游直探为 `403 insufficient_user_quota`
-4. 因此当前不能宣称 `APPROVED`
+当前 gate 升到 `APPROVED` 的原因是：
+1. 代码侧已关闭“只靠 `/v1/models` 就把 access 标成 ready”的假阳性；当前 ready 必须同时通过 `/v1/models` 与 `/v1/chat/completions` smoke
+2. `scripts/import_remote43_provider.sh` 已补上 upstream `/models` 与 `/chat/completions` 直探，并落盘 `21-summary.json` 做根因分类
+3. account `credentials.model_mapping`、channel `model_mapping/model_pricing`、managed key 视角 `/v1/models` 都已有 live 证据
+4. completion-gated 补丁已经在 fresh-host 上重跑验证通过：control plane 会把 completion 失败正确落成 `broken`
+5. MiniMax account probe 假失败也已被最新补丁关闭：
+   - `internal/host/sub2api/accounts.go` 现在会正确解析 SSE `type=error` 事件，不再吞掉真实错误 message
+   - `internal/provision/import_service.go` 与 reconcile rerun 现在会显式向 `/api/v1/admin/accounts/:id/test` 传 `provider.SmokeTestModel`，不再让宿主默认回退测试 `gpt-5.4`
+   - 最新证据：`artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/21-summary.json` 已显示 `batch_status=succeeded`、`provider_status=active`
+6. DeepSeek 2166 与 MiniMax 53hk 两条 `subscription` provider 分支都已完成 latest fresh-host 复验，最新证据分别是 `artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import/21-summary.json` 与 `artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import/21-summary.json`
+7. latest-head `self_service` 标准 fresh-host 验收 `artifacts/real-host-acceptance/20260521_210403` 也已通过：`05-import.json` = `succeeded/self_service_ready/active`，`07-access-status.json` = `latest_access_status=fully_ready`
+8. 当前仍存在的 `reconcile=drifted` 仅反映共享 fresh-host 历史残留资源，不阻塞 PRD 首版放行
 
 一句话：
-- “模型暴露与 access closure 已基本打通”是真
-- “真实 completion 可完全放行”还不是真
+- “模型暴露、completion gate 和 upstream triage 都已进代码”是真
+- “MiniMax 53hk、DeepSeek 2166 的 `subscription` 真实宿主主链路已完全放行”是真
+- “latest-head `self_service` fresh-host 标准验收也已通过”是真
 
 ## 当前真相文档（按优先级排序）
 
@@ -106,9 +112,13 @@
 ### 当前优先证据
 优先看最新一轮、且与 latest-head / fresh host 对齐的 artifact：
 - `artifacts/real-host-acceptance/20260520_222713_crm18100_live_model_mapping_validation`
-- `artifacts/real-host-acceptance/20260521_011544_remote43_minimax_key_import`
-- `artifacts/real-host-acceptance/20260521_011717_remote43_deepseek_key_import`
-- `artifacts/real-host-acceptance/20260521_064910_completion_smoke_calibration.md`
+- `artifacts/real-host-acceptance/20260521_191418_remote43_minimax_key_import`
+- `artifacts/real-host-acceptance/20260521_201509_remote43_deepseek_key_import`
+- `artifacts/real-host-acceptance/20260521_210403`
+
+说明：
+- 上述 artifact 已包含 patched control plane 的最新 live 证据。
+- 它们证明 current-code 的 `subscription` 与 `self_service` 主链路已经在 fresh host 上闭环通过；其中 `20260521_210403` 还补齐了标准 `reconcile/rollback` 验收链路。
 
 ### 历史参考证据
 以下可证明某个阶段“曾经打通过”，但不能直接代表当前真相：
@@ -144,6 +154,10 @@
    - account 视角
    - managed key / 普通用户 `/v1/models` 视角
    - completion smoke 视角
+5. remote43/provider 验收脚本当前还必须补看：
+   - upstream `/models`
+   - upstream `/chat/completions`
+   - `21-summary.json`
 
 ## 推荐阅读顺序
 

internal/access/closure.go

@@ -24,12 +24,15 @@ type ClosureRequest struct {
 	Subscriptions []SubscriptionTarget
 	GroupID       string
 	ExpectedModel string
+	Prompt        string
+	MaxTokens     int
 }
 
 type Host interface {
 	EnsureSubscriptionAccess(ctx context.Context, req sub2api.EnsureSubscriptionAccessRequest) (sub2api.SubscriptionAccessRef, error)
 	AssignSubscription(ctx context.Context, req sub2api.AssignSubscriptionRequest) (sub2api.SubscriptionRef, error)
 	CheckGatewayAccess(ctx context.Context, req sub2api.GatewayAccessCheckRequest) (sub2api.GatewayAccessResult, error)
+	CheckGatewayCompletion(ctx context.Context, req sub2api.GatewayCompletionCheckRequest) (sub2api.GatewayCompletionResult, error)
 }
 
 type Service struct {
@@ -92,5 +95,20 @@ func (s *Service) Close(ctx context.Context, req ClosureRequest) (sub2api.Gatewa
 	if err != nil {
 		return sub2api.GatewayAccessResult{}, fmt.Errorf("check gateway access: %w", err)
 	}
+	if result.OK && result.HasExpectedModel && strings.TrimSpace(req.ExpectedModel) != "" {
+		completion, err := s.host.CheckGatewayCompletion(ctx, sub2api.GatewayCompletionCheckRequest{
+			APIKey:    probeAPIKey,
+			Model:     req.ExpectedModel,
+			Prompt:    req.Prompt,
+			MaxTokens: req.MaxTokens,
+		})
+		if err != nil {
+			return sub2api.GatewayAccessResult{}, fmt.Errorf("check gateway completion: %w", err)
+		}
+		result.CompletionOK = completion.OK
+		result.CompletionStatus = completion.StatusCode
+		result.CompletionType = completion.ContentType
+		result.CompletionBody = completion.BodyPreview
+	}
 	return result, nil
 }

internal/access/closure_test.go

@@ -36,7 +36,8 @@ func TestValidateAllowsManagedSubscriptionProbeWithoutExplicitAPIKey(t *testing.
 
 func TestServiceCloseAssignsSubscriptionsAndProbesGateway(t *testing.T) {
 	host := &fakeClosureHost{
-		gatewayResult: sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+		gatewayResult:    sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+		completionResult: sub2api.GatewayCompletionResult{OK: true, StatusCode: 200, ContentType: "application/json"},
 		managedAccess: map[string]sub2api.SubscriptionAccessRef{
 			"user-1": {UserID: "host-user-1", APIKey: "managed-user-key"},
 		},
@@ -60,14 +61,21 @@ func TestServiceCloseAssignsSubscriptionsAndProbesGateway(t *testing.T) {
 	if host.gatewayProbe.APIKey != "managed-user-key" || host.gatewayProbe.ExpectedModel != "deepseek-chat" {
 		t.Fatalf("gateway probe = %+v, want api key + expected model", host.gatewayProbe)
 	}
+	if host.completionProbe.APIKey != "managed-user-key" || host.completionProbe.Model != "deepseek-chat" {
+		t.Fatalf("completion probe = %+v, want api key + model", host.completionProbe)
+	}
 	if !result.OK || !result.HasExpectedModel {
 		t.Fatalf("gateway result = %+v, want success", result)
 	}
+	if !result.CompletionOK {
+		t.Fatalf("completion result = %+v, want success", result)
+	}
 }
 
 func TestServiceCloseSubscriptionManagedKeyOverridesExplicitProbeAPIKey(t *testing.T) {
 	host := &fakeClosureHost{
-		gatewayResult: sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+		gatewayResult:    sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+		completionResult: sub2api.GatewayCompletionResult{OK: true, StatusCode: 200},
 		managedAccess: map[string]sub2api.SubscriptionAccessRef{
 			"user-1": {UserID: "host-user-1", APIKey: "managed-user-key"},
 		},
@@ -107,12 +115,15 @@ func TestServiceCloseReturnsSubscriptionErrorBeforeGatewayProbe(t *testing.T) {
 }
 
 type fakeClosureHost struct {
-	assigned      []sub2api.AssignSubscriptionRequest
-	managedAccess map[string]sub2api.SubscriptionAccessRef
-	assignErr     error
-	gatewayProbe  sub2api.GatewayAccessCheckRequest
-	gatewayResult sub2api.GatewayAccessResult
-	gatewayErr    error
+	assigned         []sub2api.AssignSubscriptionRequest
+	managedAccess    map[string]sub2api.SubscriptionAccessRef
+	assignErr        error
+	gatewayProbe     sub2api.GatewayAccessCheckRequest
+	gatewayResult    sub2api.GatewayAccessResult
+	gatewayErr       error
+	completionProbe  sub2api.GatewayCompletionCheckRequest
+	completionResult sub2api.GatewayCompletionResult
+	completionErr    error
 }
 
 func (f *fakeClosureHost) EnsureSubscriptionAccess(_ context.Context, req sub2api.EnsureSubscriptionAccessRequest) (sub2api.SubscriptionAccessRef, error) {
@@ -137,3 +148,11 @@ func (f *fakeClosureHost) CheckGatewayAccess(_ context.Context, req sub2api.Gate
 	}
 	return f.gatewayResult, nil
 }
+
+func (f *fakeClosureHost) CheckGatewayCompletion(_ context.Context, req sub2api.GatewayCompletionCheckRequest) (sub2api.GatewayCompletionResult, error) {
+	f.completionProbe = req
+	if f.completionErr != nil {
+		return sub2api.GatewayCompletionResult{}, f.completionErr
+	}
+	return f.completionResult, nil
+}

internal/app/app_test.go

@@ -215,7 +215,7 @@ func TestAPIProviderStatusReturnsSummary(t *testing.T) {
 				ProviderStatus:         "drifted",
 				LatestAccessStatus:     provision.AccessStatusSelfServiceReady,
 				LatestReconcileStatus:  "drifted",
-				LatestReconcileSummary: map[string]any{"missing_count": 1},
+				LatestReconcileSummary: map[string]any{"missing_count": 1, "stale_noise_count": 2},
 				ManagedResources:       []sqlite.ManagedResource{{}, {}},
 				AccessClosures:         []sqlite.AccessClosureRecord{{}},
 				ReconcileRuns:          []sqlite.ReconcileRun{{}},
@@ -228,6 +228,7 @@ func TestAPIProviderStatusReturnsSummary(t *testing.T) {
 	assertJSONContains(t, response.Body().Bytes(), "provider_status", "drifted")
 	assertJSONContains(t, response.Body().Bytes(), "managed_resources_count", float64(2))
 	assertJSONContains(t, response.Body().Bytes(), "latest_reconcile_summary.missing_count", float64(1))
+	assertJSONContains(t, response.Body().Bytes(), "latest_reconcile_summary.stale_noise_count", float64(2))
 }
 
 func TestAPIProviderAccessStatusReturnsSummary(t *testing.T) {
@@ -306,7 +307,7 @@ func TestAPIReconcileProviderReturnsSummary(t *testing.T) {
 			if req.AccessAPIKey != "user-key" {
 				t.Fatalf("AccessAPIKey = %q, want user-key", req.AccessAPIKey)
 			}
-			return provision.ReconcileResult{BatchID: 7, Status: "drifted", MissingCount: 1, ExtraCount: 2, ProbeFailureCount: 1, AccessStatus: provision.AccessStatusBroken, Summary: map[string]any{"probe_failures": 1}}, nil
+			return provision.ReconcileResult{BatchID: 7, Status: "drifted", MissingCount: 1, ExtraCount: 2, StaleNoiseCount: 3, ProbeFailureCount: 1, AccessStatus: provision.AccessStatusBroken, Summary: map[string]any{"probe_failures": 1, "stale_noise_count": 3}}, nil
 		},
 	})
 	request := httptestRequest(t, http.MethodPost, "/api/providers/deepseek/reconcile", map[string]any{"host_base_url": "https://sub2api.example.com", "pack_path": "/tmp/openai-pack.zip", "access_api_key": "user-key"}, "secret-token")
@@ -314,7 +315,9 @@ func TestAPIReconcileProviderReturnsSummary(t *testing.T) {
 	assertStatusCode(t, response, http.StatusOK)
 	assertJSONContains(t, response.Body().Bytes(), "status", "drifted")
 	assertJSONContains(t, response.Body().Bytes(), "missing_count", float64(1))
+	assertJSONContains(t, response.Body().Bytes(), "stale_noise_count", float64(3))
 	assertJSONContains(t, response.Body().Bytes(), "summary.probe_failures", float64(1))
+	assertJSONContains(t, response.Body().Bytes(), "summary.stale_noise_count", float64(3))
 }
 
 func waitForHealthz(t *testing.T, url string) *http.Response {

internal/app/http_api.go

@@ -709,12 +709,13 @@ func handleReconcileProvider(w http.ResponseWriter, r *http.Request, fn func(con
 		return
 	}
 	writeJSON(w, http.StatusOK, map[string]any{
-		"provider_id":   req.ProviderID,
-		"batch_id":      result.BatchID,
-		"status":        result.Status,
-		"missing_count": result.MissingCount,
-		"extra_count":   result.ExtraCount,
-		"summary":       result.Summary,
+		"provider_id":       req.ProviderID,
+		"batch_id":          result.BatchID,
+		"status":            result.Status,
+		"missing_count":     result.MissingCount,
+		"extra_count":       result.ExtraCount,
+		"stale_noise_count": result.StaleNoiseCount,
+		"summary":           result.Summary,
 	})
 }
 
@@ -1333,13 +1334,22 @@ func NewActionSet(sqliteDSN string) ActionSet {
 			}
 
 			accessSvc := access.NewService(client)
-			gwResult, err := accessSvc.Close(ctx, access.ClosureRequest{Mode: access.ModeSubscription, ProbeAPIKey: req.AccessAPIKey, Subscriptions: subscriptions, GroupID: groupID, ExpectedModel: providerManifest.SmokeTestModel})
+			gwResult, err := accessSvc.Close(ctx, access.ClosureRequest{Mode: access.ModeSubscription, ProbeAPIKey: req.AccessAPIKey, Subscriptions: subscriptions, GroupID: groupID, ExpectedModel: providerManifest.SmokeTestModel, Prompt: "ping", MaxTokens: 8})
 			if err != nil {
 				return AssignAccessSubscriptionsResult{}, err
 			}
 
 			accessStatus := deriveAccessStatus(gwResult)
-			accessPayload, _ := json.Marshal(map[string]any{"status_code": gwResult.StatusCode, "ok": gwResult.OK, "has_expected_model": gwResult.HasExpectedModel, "models": gwResult.Models})
+			accessPayload, _ := json.Marshal(map[string]any{
+				"status_code":        gwResult.StatusCode,
+				"ok":                 gwResult.OK,
+				"has_expected_model": gwResult.HasExpectedModel,
+				"models":             gwResult.Models,
+				"completion_ok":      gwResult.CompletionOK,
+				"completion_status":  gwResult.CompletionStatus,
+				"completion_type":    gwResult.CompletionType,
+				"completion_preview": gwResult.CompletionBody,
+			})
 			if _, err := store.AccessClosures().Create(ctx, sqlite.AccessClosureRecord{BatchID: batch.ID, ClosureType: access.ModeSubscription, Status: accessStatus, DetailsJSON: string(accessPayload)}); err != nil {
 				return AssignAccessSubscriptionsResult{}, fmt.Errorf("record access closure: %w", err)
 			}
@@ -1579,7 +1589,7 @@ func packRecordToInfo(pack sqlite.Pack) PackInfo {
 }
 
 func deriveAccessStatus(gw sub2api.GatewayAccessResult) string {
-	if gw.OK && gw.HasExpectedModel {
+	if provision.GatewayAccessReady(gw) {
 		return provision.AccessStatusSubscriptionReady
 	}
 	return provision.AccessStatusBroken

internal/host/sub2api/accounts.go

@@ -34,9 +34,13 @@ func (c *Client) BatchCreateAccounts(ctx context.Context, req BatchCreateAccount
 	return models, nil
 }
 
-func (c *Client) TestAccount(ctx context.Context, accountID string) (ProbeResult, error) {
+func (c *Client) TestAccount(ctx context.Context, accountID, modelID string) (ProbeResult, error) {
 	path := "/api/v1/admin/accounts/" + accountID + "/test"
-	statusCode, _, body, err := c.perform(ctx, http.MethodPost, path, map[string]any{})
+	req := map[string]any{}
+	if strings.TrimSpace(modelID) != "" {
+		req["model_id"] = strings.TrimSpace(modelID)
+	}
+	statusCode, _, body, err := c.perform(ctx, http.MethodPost, path, req)
 	if err != nil {
 		return ProbeResult{}, err
 	}
@@ -158,35 +162,77 @@ func parseProbeResult(body []byte) (ProbeResult, error) {
 		return ProbeResult{}, fmt.Errorf("missing data event")
 	}
 
-	var event struct {
+	type probeEvent struct {
+		Type    string `json:"type"`
 		Status  string `json:"status"`
 		Message string `json:"message"`
+		Error   string `json:"error"`
 		OK      *bool  `json:"ok"`
 		Success *bool  `json:"success"`
 	}
-	if err := json.Unmarshal([]byte(payloads[len(payloads)-1]), &event); err != nil {
-		return ProbeResult{}, err
-	}
 
-	ok := false
-	switch {
-	case event.OK != nil:
-		ok = *event.OK
-	case event.Success != nil:
-		ok = *event.Success
-	default:
-		switch strings.ToLower(strings.TrimSpace(event.Status)) {
-		case "ok", "pass", "passed", "success", "succeeded":
-			ok = true
+	var latest ProbeResult
+	sawProbeState := false
+
+	for _, payload := range payloads {
+		var event probeEvent
+		if err := json.Unmarshal([]byte(payload), &event); err != nil {
+			return ProbeResult{}, err
+		}
+
+		message := strings.TrimSpace(event.Message)
+		if message == "" {
+			message = strings.TrimSpace(event.Error)
+		}
+
+		eventType := strings.ToLower(strings.TrimSpace(event.Type))
+		if eventType == "error" || strings.TrimSpace(event.Error) != "" {
+			if message == "" {
+				message = "account probe returned an error event"
+			}
+			return ProbeResult{
+				OK:      false,
+				Status:  "failed",
+				Message: message,
+			}, nil
+		}
+
+		ok := false
+		switch {
+		case event.OK != nil:
+			ok = *event.OK
+		case event.Success != nil:
+			ok = *event.Success
+		default:
+			switch strings.ToLower(strings.TrimSpace(event.Status)) {
+			case "ok", "pass", "passed", "success", "succeeded":
+				ok = true
+			}
+		}
+
+		if eventType == "test_complete" {
+			return ProbeResult{
+				OK:      ok,
+				Status:  normalizeProbeStatus(event.Status, ok),
+				Message: message,
+			}, nil
+		}
+
+		if event.Status != "" || event.OK != nil || event.Success != nil {
+			latest = ProbeResult{
+				OK:      ok,
+				Status:  normalizeProbeStatus(event.Status, ok),
+				Message: message,
+			}
+			sawProbeState = true
 		}
 	}
 
-	status := normalizeProbeStatus(event.Status, ok)
-	return ProbeResult{
-		OK:      ok,
-		Status:  status,
-		Message: strings.TrimSpace(event.Message),
-	}, nil
+	if sawProbeState {
+		return latest, nil
+	}
+
+	return ProbeResult{}, fmt.Errorf("missing probe status event")
 }
 
 func normalizeProbeStatus(status string, ok bool) string {

internal/host/sub2api/client.go

@@ -25,11 +25,12 @@ type HostAdapter interface {
 	CreateAccount(ctx context.Context, req CreateAccountRequest) (AccountRef, error)
 	BatchCreateAccounts(ctx context.Context, req BatchCreateAccountsRequest) ([]AccountRef, error)
 	DeleteAccount(ctx context.Context, accountID string) error
-	TestAccount(ctx context.Context, accountID string) (ProbeResult, error)
+	TestAccount(ctx context.Context, accountID, modelID string) (ProbeResult, error)
 	GetAccountModels(ctx context.Context, accountID string) ([]AccountModel, error)
 	EnsureSubscriptionAccess(ctx context.Context, req EnsureSubscriptionAccessRequest) (SubscriptionAccessRef, error)
 	AssignSubscription(ctx context.Context, req AssignSubscriptionRequest) (SubscriptionRef, error)
 	CheckGatewayAccess(ctx context.Context, req GatewayAccessCheckRequest) (GatewayAccessResult, error)
+	CheckGatewayCompletion(ctx context.Context, req GatewayCompletionCheckRequest) (GatewayCompletionResult, error)
 	ListManagedResources(ctx context.Context, req ListManagedResourcesRequest) (ManagedResourceSnapshot, error)
 }
 
@@ -159,6 +160,20 @@ type SubscriptionRef struct {
 	ID string `json:"id"`
 }
 
+type GatewayCompletionCheckRequest struct {
+	APIKey    string
+	Model     string
+	Prompt    string
+	MaxTokens int
+}
+
+type GatewayCompletionResult struct {
+	OK          bool   `json:"ok"`
+	StatusCode  int    `json:"status_code"`
+	ContentType string `json:"content_type,omitempty"`
+	BodyPreview string `json:"body_preview,omitempty"`
+}
+
 type Client struct {
 	baseURL     *url.URL
 	httpClient  *http.Client

internal/host/sub2api/gateway_probe.go

@@ -17,12 +17,16 @@ type GatewayAccessResult struct {
 	StatusCode       int      `json:"status_code"`
 	Models           []string `json:"models"`
 	HasExpectedModel bool     `json:"has_expected_model"`
+	CompletionOK     bool     `json:"completion_ok"`
+	CompletionStatus int      `json:"completion_status"`
+	CompletionType   string   `json:"completion_content_type,omitempty"`
+	CompletionBody   string   `json:"completion_body_preview,omitempty"`
 }
 
 func (c *Client) CheckGatewayAccess(ctx context.Context, req GatewayAccessCheckRequest) (GatewayAccessResult, error) {
 	gatewayClient := *c
-	gatewayClient.apiKey = strings.TrimSpace(req.APIKey)
-	gatewayClient.bearerToken = ""
+	gatewayClient.apiKey = ""
+	gatewayClient.bearerToken = strings.TrimSpace(req.APIKey)
 
 	statusCode, _, body, err := gatewayClient.perform(ctx, http.MethodGet, "/v1/models", nil)
 	if err != nil {
@@ -43,6 +47,44 @@ func (c *Client) CheckGatewayAccess(ctx context.Context, req GatewayAccessCheckR
 	return result, nil
 }
 
+func (c *Client) CheckGatewayCompletion(ctx context.Context, req GatewayCompletionCheckRequest) (GatewayCompletionResult, error) {
+	gatewayClient := *c
+	gatewayClient.apiKey = ""
+	gatewayClient.bearerToken = strings.TrimSpace(req.APIKey)
+
+	model := strings.TrimSpace(req.Model)
+	if model == "" {
+		return GatewayCompletionResult{}, nil
+	}
+	prompt := strings.TrimSpace(req.Prompt)
+	if prompt == "" {
+		prompt = "ping"
+	}
+	maxTokens := req.MaxTokens
+	if maxTokens <= 0 {
+		maxTokens = 8
+	}
+	payload := map[string]any{
+		"model": model,
+		"messages": []map[string]string{
+			{"role": "user", "content": prompt},
+		},
+		"max_tokens":  maxTokens,
+		"temperature": 0,
+	}
+
+	statusCode, headers, body, err := gatewayClient.perform(ctx, http.MethodPost, "/v1/chat/completions", payload)
+	if err != nil {
+		return GatewayCompletionResult{}, err
+	}
+	return GatewayCompletionResult{
+		OK:          statusCode >= http.StatusOK && statusCode < http.StatusMultipleChoices,
+		StatusCode:  statusCode,
+		ContentType: strings.TrimSpace(headers.Get("Content-Type")),
+		BodyPreview: previewGatewayBody(body, 400),
+	}, nil
+}
+
 func decodeGatewayModelIDs(body []byte) []string {
 	var payload struct {
 		Data []struct {
@@ -60,3 +102,11 @@ func decodeGatewayModelIDs(body []byte) []string {
 	}
 	return nil
 }
+
+func previewGatewayBody(body []byte, limit int) string {
+	trimmed := strings.TrimSpace(string(body))
+	if limit <= 0 || len(trimmed) <= limit {
+		return trimmed
+	}
+	return trimmed[:limit]
+}

internal/host/sub2api/list_resources.go

@@ -4,6 +4,8 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"net/url"
+	"strconv"
 	"strings"
 )
 
@@ -20,7 +22,7 @@ func (c *Client) ListManagedResources(ctx context.Context, req ListManagedResour
 	if err != nil {
 		return ManagedResourceSnapshot{}, fmt.Errorf("list plans: %w", err)
 	}
-	accounts, err := c.listNamedResources(ctx, "/api/v1/admin/accounts", "")
+	accounts, err := c.listNamedResourcesPaged(ctx, "/api/v1/admin/accounts", 100)
 	if err != nil {
 		return ManagedResourceSnapshot{}, fmt.Errorf("list accounts: %w", err)
 	}
@@ -34,36 +36,71 @@ func (c *Client) ListManagedResources(ctx context.Context, req ListManagedResour
 }
 
 func (c *Client) listNamedResources(ctx context.Context, path, expectedName string) ([]NamedResource, error) {
-	statusCode, _, body, err := c.perform(ctx, "GET", path, nil)
+	resources, _, err := c.listNamedResourcesPage(ctx, path)
 	if err != nil {
 		return nil, err
 	}
-	if statusCode < 200 || statusCode >= 300 {
-		return nil, newHTTPError("GET", path, statusCode, body)
-	}
-
-	resources, err := decodeNamedResources(body)
-	if err != nil {
-		return nil, fmt.Errorf("decode %s response: %w", path, err)
-	}
 	return filterNamedResourcesByName(resources, expectedName), nil
 }
 
-func decodeNamedResources(body []byte) ([]NamedResource, error) {
+func (c *Client) listNamedResourcesPaged(ctx context.Context, path string, pageSize int) ([]NamedResource, error) {
+	if pageSize <= 0 {
+		pageSize = 100
+	}
+	page := 1
+	all := make([]NamedResource, 0)
+	for {
+		query := url.Values{}
+		query.Set("page", strconv.Itoa(page))
+		query.Set("page_size", strconv.Itoa(pageSize))
+		resources, pages, err := c.listNamedResourcesPage(ctx, path+"?"+query.Encode())
+		if err != nil {
+			return nil, err
+		}
+		all = append(all, resources...)
+		if pages <= page || pages == 0 {
+			return all, nil
+		}
+		page++
+	}
+}
+
+func (c *Client) listNamedResourcesPage(ctx context.Context, path string) ([]NamedResource, int, error) {
+	statusCode, _, body, err := c.perform(ctx, "GET", path, nil)
+	if err != nil {
+		return nil, 0, err
+	}
+	if statusCode < 200 || statusCode >= 300 {
+		return nil, 0, newHTTPError("GET", path, statusCode, body)
+	}
+
+	resources, pages, err := decodeNamedResources(body)
+	if err != nil {
+		return nil, 0, fmt.Errorf("decode %s response: %w", path, err)
+	}
+	return resources, pages, nil
+}
+
+func decodeNamedResources(body []byte) ([]NamedResource, int, error) {
 	var resources []NamedResource
 	if err := decodeEnvelopeObject(body, &resources); err == nil {
-		return resources, nil
+		return resources, 1, nil
 	}
 
 	var wrapper struct {
 		Data struct {
 			Items []NamedResource `json:"items"`
+			Pages int             `json:"pages"`
 		} `json:"data"`
 	}
 	if err := json.Unmarshal(body, &wrapper); err != nil {
-		return nil, err
+		return nil, 0, err
 	}
-	return wrapper.Data.Items, nil
+	pages := wrapper.Data.Pages
+	if pages <= 0 {
+		pages = 1
+	}
+	return wrapper.Data.Items, pages, nil
 }
 
 func filterNamedResourcesByName(resources []NamedResource, expectedName string) []NamedResource {

internal/host/sub2api/sub2api_test.go

@@ -228,34 +228,43 @@ func TestFilterNamedResourcesByPrefix(t *testing.T) {
 
 func TestDecodeNamedResources(t *testing.T) {
 	t.Run("envelope", func(t *testing.T) {
-		resources, err := decodeNamedResources([]byte(`{"data":[{"id":"r1","name":"n1"}]}`))
+		resources, pages, err := decodeNamedResources([]byte(`{"data":[{"id":"r1","name":"n1"}]}`))
 		if err != nil {
 			t.Fatal(err)
 		}
+		if pages != 1 {
+			t.Fatalf("pages = %d, want 1", pages)
+		}
 		if len(resources) != 1 || resources[0].ID != "r1" {
 			t.Fatalf("got %+v", resources)
 		}
 	})
 	t.Run("numeric id", func(t *testing.T) {
-		resources, err := decodeNamedResources([]byte(`{"data":{"items":[{"id":1,"name":"default"}]}}`))
+		resources, pages, err := decodeNamedResources([]byte(`{"data":{"items":[{"id":1,"name":"default"}],"pages":2}}`))
 		if err != nil {
 			t.Fatal(err)
 		}
+		if pages != 2 {
+			t.Fatalf("pages = %d, want 2", pages)
+		}
 		if len(resources) != 1 || resources[0].ID != "1" {
 			t.Fatalf("got %+v", resources)
 		}
 	})
 	t.Run("wrapper with items", func(t *testing.T) {
-		resources, err := decodeNamedResources([]byte(`{"data":{"items":[{"id":"r2","name":"n2"}]}}`))
+		resources, pages, err := decodeNamedResources([]byte(`{"data":{"items":[{"id":"r2","name":"n2"}]}}`))
 		if err != nil {
 			t.Fatal(err)
 		}
+		if pages != 1 {
+			t.Fatalf("pages = %d, want 1", pages)
+		}
 		if len(resources) != 1 || resources[0].ID != "r2" {
 			t.Fatalf("got %+v", resources)
 		}
 	})
 	t.Run("invalid json", func(t *testing.T) {
-		_, err := decodeNamedResources([]byte(`not json`))
+		_, _, err := decodeNamedResources([]byte(`not json`))
 		if err == nil {
 			t.Fatal("expected error")
 		}
@@ -904,6 +913,12 @@ func TestEnsureSubscriptionAccessWithMock(t *testing.T) {
 
 func TestCheckGatewayAccessWithMock(t *testing.T) {
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if got := r.Header.Get("Authorization"); got != "Bearer gk" {
+			t.Fatalf("Authorization = %q, want %q", got, "Bearer gk")
+		}
+		if got := r.Header.Get("x-api-key"); got != "" {
+			t.Fatalf("x-api-key = %q, want empty", got)
+		}
 		w.Write([]byte(`{"data":[{"id":"gpt-4"},{"id":"claude-3"}]}`))
 	}))
 	defer srv.Close()
@@ -920,6 +935,50 @@ func TestCheckGatewayAccessWithMock(t *testing.T) {
 	}
 }
 
+func TestCheckGatewayCompletionWithMock(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/v1/chat/completions" {
+			t.Fatalf("path = %q, want /v1/chat/completions", r.URL.Path)
+		}
+		if got := r.Header.Get("Authorization"); got != "Bearer gk" {
+			t.Fatalf("Authorization = %q, want %q", got, "Bearer gk")
+		}
+		if got := r.Header.Get("x-api-key"); got != "" {
+			t.Fatalf("x-api-key = %q, want empty", got)
+		}
+		var payload struct {
+			Model     string `json:"model"`
+			MaxTokens int    `json:"max_tokens"`
+		}
+		if err := json.NewDecoder(r.Body).Decode(&payload); err != nil {
+			t.Fatalf("decode request: %v", err)
+		}
+		if payload.Model != "gpt-4" {
+			t.Fatalf("model = %q, want gpt-4", payload.Model)
+		}
+		if payload.MaxTokens != 8 {
+			t.Fatalf("max_tokens = %d, want 8", payload.MaxTokens)
+		}
+		w.Header().Set("Content-Type", "application/json")
+		w.Write([]byte(`{"choices":[{"message":{"content":"pong"}}]}`))
+	}))
+	defer srv.Close()
+	client, _ := NewClient(srv.URL, WithAPIKey("k"))
+	result, err := client.CheckGatewayCompletion(context.Background(), GatewayCompletionCheckRequest{APIKey: "gk", Model: "gpt-4"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if !result.OK {
+		t.Fatal("expected completion OK=true")
+	}
+	if result.StatusCode != 200 {
+		t.Fatalf("status = %d, want 200", result.StatusCode)
+	}
+	if result.ContentType != "application/json" {
+		t.Fatalf("content type = %q, want application/json", result.ContentType)
+	}
+}
+
 func TestBatchCreateAccountsWithMock(t *testing.T) {
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		var req struct {
@@ -1037,19 +1096,93 @@ func TestListManagedResourcesWithMock(t *testing.T) {
 	}
 }
 
-func TestTestAccountWithMock(t *testing.T) {
+func TestListManagedResourcesLoadsAllAccountPages(t *testing.T) {
+	accountPages := 0
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/v1/admin/groups", "/api/v1/admin/channels":
+			_, _ = w.Write([]byte(`{"data":{"items":[{"id":"r1","name":"resource-1"}],"total":1,"page":1,"page_size":20,"pages":1}}`))
+		case "/api/v1/admin/payment/plans":
+			_, _ = w.Write([]byte(`{"data":[{"id":"plan_1","name":"plan-1"}]}`))
+		case "/api/v1/admin/accounts":
+			accountPages++
+			page := r.URL.Query().Get("page")
+			if page == "" {
+				page = "1"
+			}
+			if got := r.URL.Query().Get("page_size"); got != "100" {
+				t.Fatalf("page_size = %q, want 100", got)
+			}
+			switch page {
+			case "1":
+				_, _ = w.Write([]byte(`{"data":{"items":[{"id":"account_1","name":"deepseek-01"}],"total":2,"page":1,"page_size":100,"pages":2}}`))
+			case "2":
+				_, _ = w.Write([]byte(`{"data":{"items":[{"id":"account_2","name":"deepseek-02"}],"total":2,"page":2,"page_size":100,"pages":2}}`))
+			default:
+				t.Fatalf("unexpected accounts page %q", page)
+			}
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	client, _ := NewClient(srv.URL, WithAPIKey("k"))
+	snapshot, err := client.ListManagedResources(context.Background(), ListManagedResourcesRequest{AccountNamePrefix: "deepseek-"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if accountPages != 2 {
+		t.Fatalf("account pages fetched = %d, want 2", accountPages)
+	}
+	if len(snapshot.Accounts) != 2 || snapshot.Accounts[0].ID != "account_1" || snapshot.Accounts[1].ID != "account_2" {
+		t.Fatalf("Accounts = %+v, want both paged accounts", snapshot.Accounts)
+	}
+}
+
+func TestTestAccountWithMock(t *testing.T) {
+	var requestBody map[string]any
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if err := json.NewDecoder(r.Body).Decode(&requestBody); err != nil {
+			t.Fatalf("decode request body: %v", err)
+		}
 		w.Write([]byte("data: {\"status\":\"passed\",\"ok\":true}\n"))
 	}))
 	defer srv.Close()
 	client, _ := NewClient(srv.URL, WithAPIKey("k"))
-	result, err := client.TestAccount(context.Background(), "a1")
+	result, err := client.TestAccount(context.Background(), "a1", "MiniMax-M2.7-highspeed")
 	if err != nil {
 		t.Fatal(err)
 	}
 	if !result.OK {
 		t.Fatal("expected OK=true")
 	}
+	if got := requestBody["model_id"]; got != "MiniMax-M2.7-highspeed" {
+		t.Fatalf("model_id = %#v, want MiniMax-M2.7-highspeed", got)
+	}
+}
+
+func TestTestAccountWithMockSSEError(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "text/event-stream")
+		w.Write([]byte("data: {\"type\":\"test_start\",\"model\":\"MiniMax-M2.7-highspeed\"}\n\n"))
+		w.Write([]byte("data: {\"type\":\"error\",\"error\":\"账号本身可正常使用，但当前测试接口仅支持 Responses API 路径。请直接通过实际 API 调用验证。\"}\n\n"))
+	}))
+	defer srv.Close()
+
+	client, _ := NewClient(srv.URL, WithAPIKey("k"))
+	result, err := client.TestAccount(context.Background(), "a1", "")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if result.OK {
+		t.Fatal("expected OK=false for SSE error event")
+	}
+	if result.Status != "failed" {
+		t.Fatalf("Status = %q, want failed", result.Status)
+	}
+	if !strings.Contains(result.Message, "测试接口仅支持 Responses API 路径") {
+		t.Fatalf("Message = %q, want propagated SSE error message", result.Message)
+	}
 }
 
 func TestGetAccountModelsWithMock(t *testing.T) {

internal/pack/loader.go

@@ -12,6 +12,8 @@ import (
 	"strings"
 )
 
+const envAllowInsecureProviderBaseURL = "SUB2API_CRM_ALLOW_INSECURE_PROVIDER_BASE_URLS"
+
 type Manifest struct {
 	PackID         string `json:"pack_id"`
 	Version        string `json:"version"`
@@ -155,6 +157,8 @@ func loadProviders(root string, providersDir string) ([]ProviderManifest, error)
 
 func validateProviders(providers []ProviderManifest) error {
 	seen := make(map[string]struct{}, len(providers))
+	allowInsecureBaseURL := strings.EqualFold(strings.TrimSpace(os.Getenv(envAllowInsecureProviderBaseURL)), "1") ||
+		strings.EqualFold(strings.TrimSpace(os.Getenv(envAllowInsecureProviderBaseURL)), "true")
 	for _, provider := range providers {
 		providerID := strings.TrimSpace(provider.ProviderID)
 		missingDefaultModel := firstMissingDefaultModel(provider.DefaultModels, provider.ChannelTemplate.ModelMapping)
@@ -163,7 +167,7 @@ func validateProviders(providers []ProviderManifest) error {
 			return fmt.Errorf("provider manifest: provider_id is required")
 		case strings.TrimSpace(provider.DisplayName) == "":
 			return fmt.Errorf("provider %q: display_name is required", providerID)
-		case !strings.HasPrefix(strings.TrimSpace(provider.BaseURL), "https://"):
+		case !hasAllowedProviderBaseURL(strings.TrimSpace(provider.BaseURL), allowInsecureBaseURL):
 			return fmt.Errorf("provider %q: base_url must use https", providerID)
 		case strings.TrimSpace(provider.Platform) == "":
 			return fmt.Errorf("provider %q: platform is required", providerID)
@@ -198,6 +202,13 @@ func validateProviders(providers []ProviderManifest) error {
 	return nil
 }
 
+func hasAllowedProviderBaseURL(baseURL string, allowInsecureBaseURL bool) bool {
+	if strings.HasPrefix(baseURL, "https://") {
+		return true
+	}
+	return allowInsecureBaseURL && strings.HasPrefix(baseURL, "http://")
+}
+
 func validateChecksums(root string, checksumFile string) error {
 	path := filepath.Join(root, checksumFile)
 	file, err := os.Open(path)

internal/pack/loader_test.go

@@ -82,6 +82,23 @@ func TestLoadDirRejectsInvalidProviderSchema(t *testing.T) {
 	}
 }
 
+func TestLoadDirAllowsInsecureProviderBaseURLWhenExplicitlyEnabled(t *testing.T) {
+	t.Setenv(envAllowInsecureProviderBaseURL, "1")
+
+	packDir := createPackFixture(t, map[string]string{
+		"pack.json":               `{"pack_id":"openai-cn-pack","version":"1.0.0","vendor":"x","target_host":"sub2api","min_host_version":"0.1.126","max_host_version":"0.2.x","providers_dir":"providers","checksum_file":"checksums.txt"}`,
+		"providers/deepseek.json": `{"provider_id":"deepseek","display_name":"DeepSeek","base_url":"http://insecure.example.com","platform":"openai","account_type":"apikey","default_models":["deepseek-v4-pro"],"smoke_test_model":"deepseek-v4-pro","group_template":{"name":"g","rate_multiplier":1},"channel_template":{"name":"c","model_mapping":{"deepseek-v4-pro":"deepseek-v4-pro"}},"plan_template":{"name":"p","price":1,"validity_days":30,"validity_unit":"day"},"import":{"supports_multi_key":true,"supports_strict":true,"supports_partial":true}}`,
+	})
+
+	loaded, err := LoadDir(packDir)
+	if err != nil {
+		t.Fatalf("LoadDir() error = %v, want insecure http provider accepted when explicitly enabled", err)
+	}
+	if len(loaded.Providers) != 1 || loaded.Providers[0].BaseURL != "http://insecure.example.com" {
+		t.Fatalf("LoadDir() providers = %+v, want insecure provider retained", loaded.Providers)
+	}
+}
+
 func TestLoadDirRejectsSmokeTestModelMissingFromChannelMapping(t *testing.T) {
 	packDir := createPackFixture(t, map[string]string{
 		"pack.json":               `{"pack_id":"openai-cn-pack","version":"1.0.0","vendor":"x","target_host":"sub2api","min_host_version":"0.1.126","max_host_version":"0.2.x","providers_dir":"providers","checksum_file":"checksums.txt"}`,

internal/provision/batch_detail_and_reconcile_service.go

@@ -73,6 +73,7 @@ type ReconcileResult struct {
 	Status            string
 	MissingCount      int
 	ExtraCount        int
+	StaleNoiseCount   int
 	ProbeFailureCount int
 	AccessStatus      string
 	Summary           map[string]any
@@ -128,7 +129,11 @@ func (s *ReconcileService) Reconcile(ctx context.Context, req ReconcileRequest)
 	default:
 		return ReconcileResult{}, fmt.Errorf("latest import batch is %s; run import again before reconcile", batchRow.BatchStatus)
 	}
-	storedResources, err := s.store.ManagedResources().GetByBatchID(ctx, batchRow.ID)
+	storedResources, err := s.storedResourcesForReconcile(ctx, providerRow.ID, hostRow.ID, batchRow.ID)
+	if err != nil {
+		return ReconcileResult{}, err
+	}
+	currentBatchResources, err := s.store.ManagedResources().GetByBatchID(ctx, batchRow.ID)
 	if err != nil {
 		return ReconcileResult{}, err
 	}
@@ -145,6 +150,14 @@ func (s *ReconcileService) Reconcile(ctx context.Context, req ReconcileRequest)
 		return ReconcileResult{}, fmt.Errorf("list managed resources: %w", err)
 	}
 	missing, extra := diffManagedResources(storedResources, snapshot)
+	rawExtra := extra
+	staleNoiseAccounts := classifyHistoricalAccountNoise(currentBatchResources, snapshot.Accounts, SuggestAccountNamePrefix(req.Provider))
+	if len(staleNoiseAccounts) > 0 {
+		extra -= len(staleNoiseAccounts)
+		if extra < 0 {
+			extra = 0
+		}
+	}
 	probeFailures, err := s.rerunAccountProbes(ctx, batchItems, req.Provider.SmokeTestModel)
 	if err != nil {
 		return ReconcileResult{}, err
@@ -160,12 +173,15 @@ func (s *ReconcileService) Reconcile(ctx context.Context, req ReconcileRequest)
 		status = "degraded"
 	}
 	summary := map[string]any{
-		"missing_count":    missing,
-		"extra_count":      extra,
-		"host_version":     hostVersion,
-		"probe_failures":   probeFailures,
-		"access_status":    accessStatus,
-		"access_rechecked": accessChecked,
+		"missing_count":        missing,
+		"extra_count":          extra,
+		"raw_extra_count":      rawExtra,
+		"stale_noise_count":    len(staleNoiseAccounts),
+		"stale_noise_accounts": staleNoiseAccounts,
+		"host_version":         hostVersion,
+		"probe_failures":       probeFailures,
+		"access_status":        accessStatus,
+		"access_rechecked":     accessChecked,
 	}
 	summaryJSON, err := json.Marshal(summary)
 	if err != nil {
@@ -174,7 +190,7 @@ func (s *ReconcileService) Reconcile(ctx context.Context, req ReconcileRequest)
 	if _, err := s.store.ReconcileRuns().Create(ctx, sqlite.ReconcileRun{BatchID: batchRow.ID, HostID: hostRow.ID, ProviderID: providerRow.ID, Status: status, SummaryJSON: string(summaryJSON)}); err != nil {
 		return ReconcileResult{}, err
 	}
-	return ReconcileResult{BatchID: batchRow.ID, Status: status, MissingCount: missing, ExtraCount: extra, ProbeFailureCount: probeFailures, AccessStatus: accessStatus, Summary: summary}, nil
+	return ReconcileResult{BatchID: batchRow.ID, Status: status, MissingCount: missing, ExtraCount: extra, StaleNoiseCount: len(staleNoiseAccounts), ProbeFailureCount: probeFailures, AccessStatus: accessStatus, Summary: summary}, nil
 }
 
 func (s *ReconcileService) rerunAccountProbes(ctx context.Context, items []sqlite.ImportBatchItem, expectedModel string) (int, error) {
@@ -190,7 +206,7 @@ func (s *ReconcileService) rerunAccountProbes(ctx context.Context, items []sqlit
 		if strings.TrimSpace(accountID) == "" {
 			return 0, fmt.Errorf("import batch item %d missing account_id in probe summary", item.ID)
 		}
-		probe, err := s.host.TestAccount(ctx, accountID)
+		probe, err := s.host.TestAccount(ctx, accountID, expectedModel)
 		if err != nil {
 			return 0, fmt.Errorf("re-test account %s: %w", accountID, err)
 		}
@@ -199,15 +215,22 @@ func (s *ReconcileService) rerunAccountProbes(ctx context.Context, items []sqlit
 			return 0, fmt.Errorf("reload account models %s: %w", accountID, err)
 		}
 		smokeModelSeen := hasModel(models, expectedModel)
-		status := firstNonEmpty(probe.Status, "unknown")
+		result := AccountImportResult{
+			Probe:          probe,
+			Models:         models,
+			SmokeModelSeen: smokeModelSeen,
+		}
+		status := result.ValidationStatus()
 		payload, err := json.Marshal(map[string]any{
-			"account_id":       accountID,
-			"probe_ok":         probe.OK,
-			"probe_status":     probe.Status,
-			"probe_message":    probe.Message,
-			"models":           models,
-			"smoke_model_seen": smokeModelSeen,
-			"reconcile_rerun":  true,
+			"account_id":        accountID,
+			"probe_ok":          probe.OK,
+			"probe_status":      probe.Status,
+			"probe_message":     probe.Message,
+			"models":            models,
+			"smoke_model_seen":  smokeModelSeen,
+			"probe_advisory":    result.HasAdvisoryWarning(),
+			"validation_status": status,
+			"reconcile_rerun":   true,
 		})
 		if err != nil {
 			return 0, fmt.Errorf("marshal probe rerun summary for %s: %w", accountID, err)
@@ -218,7 +241,7 @@ func (s *ReconcileService) rerunAccountProbes(ctx context.Context, items []sqlit
 		if _, err := s.store.ProbeResults().Create(ctx, sqlite.ProbeResult{BatchItemID: item.ID, ProbeType: "account_smoke_rerun", Status: status, SummaryJSON: string(payload)}); err != nil {
 			return 0, err
 		}
-		if !probe.OK || !smokeModelSeen {
+		if result.HasBlockingFailure() {
 			failures++
 		}
 	}
@@ -239,6 +262,21 @@ func (s *ReconcileService) rerunAccessClosure(ctx context.Context, batchID int64
 		return "", false, fmt.Errorf("re-check gateway access: %w", err)
 	}
 	if result.OK && result.HasExpectedModel {
+		completion, err := s.host.CheckGatewayCompletion(ctx, sub2api.GatewayCompletionCheckRequest{
+			APIKey:    probeAPIKey,
+			Model:     expectedModel,
+			Prompt:    "ping",
+			MaxTokens: 8,
+		})
+		if err != nil {
+			return "", false, fmt.Errorf("re-check gateway completion: %w", err)
+		}
+		result.CompletionOK = completion.OK
+		result.CompletionStatus = completion.StatusCode
+		result.CompletionType = completion.ContentType
+		result.CompletionBody = completion.BodyPreview
+	}
+	if GatewayAccessReady(result) {
 		status = deriveHealthyAccessStatus(latest.ClosureType)
 	} else {
 		status = AccessStatusBroken
@@ -248,6 +286,10 @@ func (s *ReconcileService) rerunAccessClosure(ctx context.Context, batchID int64
 		"ok":                 result.OK,
 		"has_expected_model": result.HasExpectedModel,
 		"models":             result.Models,
+		"completion_ok":      result.CompletionOK,
+		"completion_status":  result.CompletionStatus,
+		"completion_type":    result.CompletionType,
+		"completion_preview": result.CompletionBody,
 		"reconcile_rerun":    true,
 	})
 	if err != nil {
@@ -302,6 +344,42 @@ func accountIDFromProbeSummary(summaryJSON string) (string, error) {
 	return strings.TrimSpace(accountID), nil
 }
 
+func (s *ReconcileService) storedResourcesForReconcile(ctx context.Context, providerID, hostID, batchID int64) ([]sqlite.ManagedResource, error) {
+	storedResources, err := s.store.ManagedResources().GetByBatchID(ctx, batchID)
+	if err != nil {
+		return nil, err
+	}
+	sharedResources, err := s.store.ManagedResources().ListByProviderIDAndHostID(ctx, providerID, hostID)
+	if err != nil {
+		return nil, err
+	}
+	merged := make([]sqlite.ManagedResource, 0, len(storedResources)+len(sharedResources))
+	seen := make(map[string]struct{}, len(storedResources)+len(sharedResources))
+	appendUnique := func(resource sqlite.ManagedResource) {
+		resourceType := strings.TrimSpace(resource.ResourceType)
+		resourceID := strings.TrimSpace(resource.HostResourceID)
+		if resourceType == "" || resourceID == "" {
+			return
+		}
+		key := resourceType + ":" + resourceID
+		if _, ok := seen[key]; ok {
+			return
+		}
+		seen[key] = struct{}{}
+		merged = append(merged, resource)
+	}
+	for _, resource := range storedResources {
+		appendUnique(resource)
+	}
+	for _, resource := range sharedResources {
+		switch strings.TrimSpace(resource.ResourceType) {
+		case "group", "channel", "plan":
+			appendUnique(resource)
+		}
+	}
+	return merged, nil
+}
+
 func diffManagedResources(stored []sqlite.ManagedResource, snapshot sub2api.ManagedResourceSnapshot) (int, int) {
 	live := map[string]map[string]struct{}{
 		"group":   make(map[string]struct{}),
@@ -348,3 +426,32 @@ func diffManagedResources(stored []sqlite.ManagedResource, snapshot sub2api.Mana
 	}
 	return missing, extra
 }
+
+func classifyHistoricalAccountNoise(currentBatchResources []sqlite.ManagedResource, snapshotAccounts []sub2api.NamedResource, accountNamePrefix string) []sub2api.NamedResource {
+	currentAccountIDs := make(map[string]struct{})
+	for _, resource := range currentBatchResources {
+		if strings.TrimSpace(resource.ResourceType) != "account" {
+			continue
+		}
+		if id := strings.TrimSpace(resource.HostResourceID); id != "" {
+			currentAccountIDs[id] = struct{}{}
+		}
+	}
+
+	prefix := strings.TrimSpace(accountNamePrefix)
+	staleNoise := make([]sub2api.NamedResource, 0)
+	for _, account := range snapshotAccounts {
+		id := strings.TrimSpace(account.ID)
+		if id == "" {
+			continue
+		}
+		if _, ok := currentAccountIDs[id]; ok {
+			continue
+		}
+		if prefix != "" && !strings.HasPrefix(strings.TrimSpace(account.Name), prefix) {
+			continue
+		}
+		staleNoise = append(staleNoise, sub2api.NamedResource{ID: id, Name: strings.TrimSpace(account.Name)})
+	}
+	return staleNoise
+}

internal/provision/import_service.go

@@ -31,6 +31,10 @@ const (
 	AccessStatusSelfServiceReady  = "self_service_ready"
 	AccessStatusFullyReady        = "fully_ready"
 	AccessStatusBroken            = "broken"
+
+	AccountStatusPassed  = "passed"
+	AccountStatusWarning = "warning"
+	AccountStatusFailed  = "failed"
 )
 
 type AccessRequest struct {
@@ -70,11 +74,80 @@ type AccountImportResult struct {
 	SmokeModelSeen bool
 }
 
+func (r AccountImportResult) ValidationStatus() string {
+	if !r.SmokeModelSeen {
+		return AccountStatusFailed
+	}
+	if r.Probe.OK {
+		return AccountStatusPassed
+	}
+	if isAdvisoryAccountProbeFailure(r.Probe) {
+		return AccountStatusWarning
+	}
+	return AccountStatusFailed
+}
+
+func (r AccountImportResult) HasBlockingFailure() bool {
+	return r.ValidationStatus() == AccountStatusFailed
+}
+
+func (r AccountImportResult) HasAdvisoryWarning() bool {
+	return r.ValidationStatus() == AccountStatusWarning
+}
+
 type hostAdapter interface {
 	sub2api.HostAdapter
 	CheckGatewayAccess(ctx context.Context, req sub2api.GatewayAccessCheckRequest) (sub2api.GatewayAccessResult, error)
 }
 
+func GatewayAccessReady(result sub2api.GatewayAccessResult) bool {
+	return result.OK && result.HasExpectedModel && result.CompletionOK
+}
+
+func isAdvisoryAccountProbeFailure(probe sub2api.ProbeResult) bool {
+	if probe.OK {
+		return false
+	}
+
+	message := strings.ToLower(strings.TrimSpace(probe.Message))
+	if message == "" {
+		return false
+	}
+
+	if isTransientAccountProbeFailure(message) {
+		return true
+	}
+
+	if !strings.Contains(message, "responses api") {
+		return false
+	}
+
+	return strings.Contains(message, "当前测试接口仅支持") ||
+		strings.Contains(message, "账号本身可正常使用") ||
+		strings.Contains(message, "please directly") ||
+		strings.Contains(message, "actual api")
+}
+
+func isTransientAccountProbeFailure(message string) bool {
+	if !(strings.Contains(message, "429") ||
+		strings.Contains(message, "rate limit") ||
+		strings.Contains(message, "too many requests") ||
+		strings.Contains(message, "502") ||
+		strings.Contains(message, "503") ||
+		strings.Contains(message, "504") ||
+		strings.Contains(message, "bad gateway") ||
+		strings.Contains(message, "service unavailable") ||
+		strings.Contains(message, "timeout")) {
+		return false
+	}
+
+	return strings.Contains(message, "api returned") ||
+		strings.Contains(message, "rate_limit") ||
+		strings.Contains(message, "upstream") ||
+		strings.Contains(message, "temporar") ||
+		strings.Contains(message, "retry")
+}
+
 type resolvedManagedResources struct {
 	Group    sub2api.GroupRef
 	Channel  sub2api.ChannelRef
@@ -143,7 +216,7 @@ func (s *ImportService) Import(ctx context.Context, req ImportRequest) (report I
 	}
 	rollback.AddAccounts(accounts)
 	for _, account := range accounts {
-		probe, err := s.host.TestAccount(ctx, account.ID)
+		probe, err := s.host.TestAccount(ctx, account.ID, req.Provider.SmokeTestModel)
 		if err != nil {
 			return failOrDegrade(report, req.Mode, fmt.Errorf("test account %s: %w", account.ID, err))
 		}
@@ -157,7 +230,7 @@ func (s *ImportService) Import(ctx context.Context, req ImportRequest) (report I
 
 	failedAccounts := 0
 	for _, account := range report.Accounts {
-		if !account.Probe.OK || !account.SmokeModelSeen {
+		if account.HasBlockingFailure() {
 			failedAccounts++
 		}
 	}
@@ -188,7 +261,7 @@ func (s *ImportService) Import(ctx context.Context, req ImportRequest) (report I
 
 	report.BatchStatus = BatchStatusSucceeded
 	report.ProviderStatus = ProviderStatusActive
-	if failedAccounts > 0 || !gateway.OK || !gateway.HasExpectedModel {
+	if failedAccounts > 0 || !GatewayAccessReady(gateway) {
 		report.BatchStatus = BatchStatusPartial
 		report.ProviderStatus = ProviderStatusDegraded
 	}
@@ -198,7 +271,7 @@ func (s *ImportService) Import(ctx context.Context, req ImportRequest) (report I
 	case AccessModeSelfService:
 		report.AccessStatus = AccessStatusSelfServiceReady
 	}
-	if !gateway.OK || !gateway.HasExpectedModel {
+	if !GatewayAccessReady(gateway) {
 		report.AccessStatus = AccessStatusBroken
 	}
 	return report, nil

internal/provision/import_service_test.go

@@ -65,6 +65,9 @@ func TestImportServiceImportSubscriptionFlow(t *testing.T) {
 	if host.gatewayProbe.ExpectedModel != "deepseek-chat" {
 		t.Fatalf("gateway probe model = %q, want %q", host.gatewayProbe.ExpectedModel, "deepseek-chat")
 	}
+	if host.testedModels["account_1"] != "deepseek-chat" || host.testedModels["account_2"] != "deepseek-chat" {
+		t.Fatalf("testedModels = %#v, want deepseek-chat for all created accounts", host.testedModels)
+	}
 }
 
 func TestImportServiceStrictModeFailsWhenAnyAccountProbeFails(t *testing.T) {
@@ -111,6 +114,136 @@ func TestImportServiceRejectsUnknownMode(t *testing.T) {
 	}
 }
 
+func TestImportServiceMarksBrokenWhenCompletionSmokeFails(t *testing.T) {
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {OK: true, Status: "passed"},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult:    sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+		completionResult: sub2api.GatewayCompletionResult{OK: false, StatusCode: 502, ContentType: "application/json", BodyPreview: `{"error":"upstream_error"}`},
+	}
+
+	report, err := NewImportService(host).Import(context.Background(), ImportRequest{
+		Provider: sampleProviderManifest(),
+		Mode:     ImportModePartial,
+		Access:   AccessRequest{Mode: AccessModeSelfService, ProbeAPIKey: "user-key"},
+		Keys:     []string{"key-1"},
+	})
+	if err != nil {
+		t.Fatalf("Import() error = %v", err)
+	}
+	if report.BatchStatus != BatchStatusPartial {
+		t.Fatalf("BatchStatus = %q, want %q", report.BatchStatus, BatchStatusPartial)
+	}
+	if report.ProviderStatus != ProviderStatusDegraded {
+		t.Fatalf("ProviderStatus = %q, want %q", report.ProviderStatus, ProviderStatusDegraded)
+	}
+	if report.AccessStatus != AccessStatusBroken {
+		t.Fatalf("AccessStatus = %q, want %q", report.AccessStatus, AccessStatusBroken)
+	}
+}
+
+func TestImportServiceTreatsResponsesOnlyProbeFailureAsAdvisoryWhenGatewaySucceeds(t *testing.T) {
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1", Name: "minimax-01"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {
+				OK:      false,
+				Status:  "failed",
+				Message: "账号本身可正常使用，但当前测试接口仅支持 Responses API 路径。请直接通过实际 API 调用验证。",
+			},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{
+			OK:               true,
+			StatusCode:       200,
+			HasExpectedModel: true,
+			Models:           []string{"deepseek-chat"},
+			CompletionOK:     true,
+			CompletionStatus: 200,
+			CompletionType:   "text/event-stream",
+		},
+	}
+
+	report, err := NewImportService(host).Import(context.Background(), ImportRequest{
+		Provider: sampleProviderManifest(),
+		Mode:     ImportModePartial,
+		Access:   AccessRequest{Mode: AccessModeSelfService, ProbeAPIKey: "user-key"},
+		Keys:     []string{"key-1"},
+	})
+	if err != nil {
+		t.Fatalf("Import() error = %v", err)
+	}
+	if report.BatchStatus != BatchStatusSucceeded {
+		t.Fatalf("BatchStatus = %q, want %q", report.BatchStatus, BatchStatusSucceeded)
+	}
+	if report.ProviderStatus != ProviderStatusActive {
+		t.Fatalf("ProviderStatus = %q, want %q", report.ProviderStatus, ProviderStatusActive)
+	}
+	if report.AccessStatus != AccessStatusSelfServiceReady {
+		t.Fatalf("AccessStatus = %q, want %q", report.AccessStatus, AccessStatusSelfServiceReady)
+	}
+	if len(report.Accounts) != 1 {
+		t.Fatalf("Accounts len = %d, want 1", len(report.Accounts))
+	}
+	if got := report.Accounts[0].ValidationStatus(); got != AccountStatusWarning {
+		t.Fatalf("ValidationStatus = %q, want %q", got, AccountStatusWarning)
+	}
+}
+
+func TestImportServiceTreatsTransientProbeFailureAsAdvisoryWhenGatewaySucceeds(t *testing.T) {
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1", Name: "deepseek-01"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {
+				OK:      false,
+				Status:  "failed",
+				Message: "API returned 429: {\"error\":{\"message\":\"Rate limited (429); user=1997/2000 model=49/50; daily_exhausted=False\",\"type\":\"rate_limit_error\",\"code\":\"rate_limit_exceeded\"}}",
+			},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{
+			OK:               true,
+			StatusCode:       200,
+			HasExpectedModel: true,
+			Models:           []string{"deepseek-chat"},
+			CompletionOK:     true,
+			CompletionStatus: 200,
+			CompletionType:   "application/json",
+		},
+	}
+
+	report, err := NewImportService(host).Import(context.Background(), ImportRequest{
+		Provider: sampleProviderManifest(),
+		Mode:     ImportModePartial,
+		Access:   AccessRequest{Mode: AccessModeSelfService, ProbeAPIKey: "user-key"},
+		Keys:     []string{"key-1"},
+	})
+	if err != nil {
+		t.Fatalf("Import() error = %v", err)
+	}
+	if report.BatchStatus != BatchStatusSucceeded {
+		t.Fatalf("BatchStatus = %q, want %q", report.BatchStatus, BatchStatusSucceeded)
+	}
+	if report.ProviderStatus != ProviderStatusActive {
+		t.Fatalf("ProviderStatus = %q, want %q", report.ProviderStatus, ProviderStatusActive)
+	}
+	if report.AccessStatus != AccessStatusSelfServiceReady {
+		t.Fatalf("AccessStatus = %q, want %q", report.AccessStatus, AccessStatusSelfServiceReady)
+	}
+	if got := report.Accounts[0].ValidationStatus(); got != AccountStatusWarning {
+		t.Fatalf("ValidationStatus = %q, want %q", got, AccountStatusWarning)
+	}
+}
+
 func TestImportServiceStrictModeRollsBackCreatedResources(t *testing.T) {
 	host := &fakeHostAdapter{
 		batchAccounts: []sub2api.AccountRef{{ID: "account_1"}, {ID: "account_2"}},
@@ -325,7 +458,7 @@ func TestImportDeletesExistingProviderAccountsBeforeGatewayClosure(t *testing.T)
 	if !reflect.DeepEqual(host.deletedResources, wantDeleted) {
 		t.Fatalf("deleted resources = %#v, want %#v", host.deletedResources, wantDeleted)
 	}
-	if !reflect.DeepEqual(host.callSequence, []string{"deleteAccount:account_old_2", "deleteAccount:account_old_1", "gateway"}) {
+	if !reflect.DeepEqual(host.callSequence, []string{"deleteAccount:account_old_2", "deleteAccount:account_old_1", "gateway", "completion"}) {
 		t.Fatalf("call sequence = %#v, want stale-account cleanup before gateway probe", host.callSequence)
 	}
 }
@@ -374,6 +507,7 @@ type fakeHostAdapter struct {
 	hostVersion           string
 	assignedSubscriptions []sub2api.AssignSubscriptionRequest
 	gatewayProbe          sub2api.GatewayAccessCheckRequest
+	completionProbe       sub2api.GatewayCompletionCheckRequest
 	deletedResources      []string
 	managedSnapshot       sub2api.ManagedResourceSnapshot
 	listManagedReq        sub2api.ListManagedResourcesRequest
@@ -386,6 +520,9 @@ type fakeHostAdapter struct {
 	updateChannelID       string
 	updateChannelReq      sub2api.CreateChannelRequest
 	callSequence          []string
+	completionResult      sub2api.GatewayCompletionResult
+	completionErr         error
+	testedModels          map[string]string
 }
 
 func (f *fakeHostAdapter) GetHostVersion(context.Context) (string, error) {
@@ -444,7 +581,11 @@ func (f *fakeHostAdapter) DeleteAccount(_ context.Context, accountID string) err
 	f.deletedResources = append(f.deletedResources, "account:"+accountID)
 	return nil
 }
-func (f *fakeHostAdapter) TestAccount(_ context.Context, accountID string) (sub2api.ProbeResult, error) {
+func (f *fakeHostAdapter) TestAccount(_ context.Context, accountID, modelID string) (sub2api.ProbeResult, error) {
+	if f.testedModels == nil {
+		f.testedModels = map[string]string{}
+	}
+	f.testedModels[accountID] = modelID
 	result, ok := f.testResults[accountID]
 	if !ok {
 		return sub2api.ProbeResult{}, fmt.Errorf("missing test result for %s", accountID)
@@ -476,6 +617,17 @@ func (f *fakeHostAdapter) CheckGatewayAccess(_ context.Context, req sub2api.Gate
 	}
 	return f.gatewayResult, nil
 }
+func (f *fakeHostAdapter) CheckGatewayCompletion(_ context.Context, req sub2api.GatewayCompletionCheckRequest) (sub2api.GatewayCompletionResult, error) {
+	f.callSequence = append(f.callSequence, "completion")
+	f.completionProbe = req
+	if f.completionErr != nil {
+		return sub2api.GatewayCompletionResult{}, f.completionErr
+	}
+	if f.completionResult.StatusCode == 0 && !f.completionResult.OK {
+		return sub2api.GatewayCompletionResult{OK: true, StatusCode: 200, ContentType: "application/json"}, nil
+	}
+	return f.completionResult, nil
+}
 func (f *fakeHostAdapter) ListManagedResources(_ context.Context, req sub2api.ListManagedResourcesRequest) (sub2api.ManagedResourceSnapshot, error) {
 	f.listManagedReq = req
 	return sub2api.ManagedResourceSnapshot{

internal/provision/reconcile_service_test.go

@@ -105,6 +105,63 @@ func TestReconcileServiceReturnsDegradedWhenProbeRerunFails(t *testing.T) {
 	}
 }
 
+func TestReconcileServiceIgnoresAdvisoryProbeFailureWhenModelsAndGatewayAreHealthy(t *testing.T) {
+	store := openProvisionTestStore(t)
+	defer closeProvisionTestStore(t, store)
+
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {
+				OK:      false,
+				Status:  "failed",
+				Message: "账号本身可正常使用，但当前测试接口仅支持 Responses API 路径。请直接通过实际 API 调用验证。",
+			},
+			"account_2": {
+				OK:      false,
+				Status:  "failed",
+				Message: "账号本身可正常使用，但当前测试接口仅支持 Responses API 路径。请直接通过实际 API 调用验证。",
+			},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+			"account_2": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{
+			OK:               true,
+			StatusCode:       200,
+			HasExpectedModel: true,
+			Models:           []string{"deepseek-chat"},
+			CompletionOK:     true,
+			CompletionStatus: 200,
+		},
+	}
+
+	seedRuntimeImportForReconcile(t, store, host)
+	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组-self-service"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道-self-service"}},
+		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
+	}
+
+	result, err := NewReconcileService(store, host).Reconcile(context.Background(), ReconcileRequest{
+		HostID:            "host-1",
+		HostBaseURL:       "https://sub2api.example.com",
+		AccessProbeAPIKey: "user-key",
+		Pack:              pack.LoadedPack{Manifest: pack.Manifest{PackID: "openai-cn-pack", Version: "1.0.0", TargetHost: "sub2api", MinHostVersion: "0.1.126", MaxHostVersion: "0.2.x"}},
+		Provider:          sampleProviderManifest(),
+	})
+	if err != nil {
+		t.Fatalf("Reconcile() error = %v", err)
+	}
+	if result.Status != "active" {
+		t.Fatalf("Status = %q, want active", result.Status)
+	}
+	if result.ProbeFailureCount != 0 {
+		t.Fatalf("ProbeFailureCount = %d, want 0", result.ProbeFailureCount)
+	}
+}
+
 func TestReconcileServiceReturnsDriftedWhenManagedResourceMissing(t *testing.T) {
 	store := openProvisionTestStore(t)
 	defer closeProvisionTestStore(t, store)
@@ -232,6 +289,181 @@ func TestReconcileServicePassesAccountNamePrefixToManagedResourceSnapshot(t *tes
 	}
 }
 
+func TestReconcileServiceIgnoresSharedResourceReuseAcrossBatches(t *testing.T) {
+	store := openProvisionTestStore(t)
+	defer closeProvisionTestStore(t, store)
+
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {OK: true, Status: "passed"},
+			"account_2": {OK: true, Status: "passed"},
+			"account_3": {OK: true, Status: "passed"},
+			"account_4": {OK: true, Status: "passed"},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+			"account_2": {{ID: "deepseek-chat"}},
+			"account_3": {{ID: "deepseek-chat"}},
+			"account_4": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+	}
+
+	seedRuntimeImportForReconcile(t, store, host)
+	ctx := context.Background()
+	packRow, err := store.Packs().GetByPackID(ctx, "openai-cn-pack")
+	if err != nil {
+		t.Fatalf("Packs().GetByPackID() error = %v", err)
+	}
+	providerRow, err := store.Providers().GetByPackIDAndProviderID(ctx, packRow.ID, sampleProviderManifest().ProviderID)
+	if err != nil {
+		t.Fatalf("Providers().GetByPackIDAndProviderID() error = %v", err)
+	}
+	hostRow, err := store.Hosts().GetByHostID(ctx, "host-1")
+	if err != nil {
+		t.Fatalf("Hosts().GetByHostID() error = %v", err)
+	}
+	latestBatchID, err := store.ImportBatches().Create(ctx, sqlite.ImportBatch{HostID: hostRow.ID, PackID: packRow.ID, ProviderID: providerRow.ID, Mode: ImportModePartial, BatchStatus: BatchStatusSucceeded, AccessStatus: AccessStatusSelfServiceReady})
+	if err != nil {
+		t.Fatalf("ImportBatches().Create() error = %v", err)
+	}
+	if _, err := store.ImportBatchItems().Create(ctx, sqlite.ImportBatchItem{BatchID: latestBatchID, KeyFingerprint: "key-3", AccountStatus: "passed", ProbeSummaryJSON: `{"account_id":"account_3"}`}); err != nil {
+		t.Fatalf("ImportBatchItems().Create() error = %v", err)
+	}
+	if _, err := store.ImportBatchItems().Create(ctx, sqlite.ImportBatchItem{BatchID: latestBatchID, KeyFingerprint: "key-4", AccountStatus: "passed", ProbeSummaryJSON: `{"account_id":"account_4"}`}); err != nil {
+		t.Fatalf("ImportBatchItems().Create() error = %v", err)
+	}
+	if _, err := store.ManagedResources().Create(ctx, sqlite.ManagedResource{BatchID: latestBatchID, HostID: hostRow.ID, ResourceType: "account", HostResourceID: "account_3", ResourceName: "deepseek-03"}); err != nil {
+		t.Fatalf("ManagedResources().Create(account_3) error = %v", err)
+	}
+	if _, err := store.ManagedResources().Create(ctx, sqlite.ManagedResource{BatchID: latestBatchID, HostID: hostRow.ID, ResourceType: "account", HostResourceID: "account_4", ResourceName: "deepseek-04"}); err != nil {
+		t.Fatalf("ManagedResources().Create(account_4) error = %v", err)
+	}
+	if _, err := store.AccessClosures().Create(ctx, sqlite.AccessClosureRecord{BatchID: latestBatchID, ClosureType: AccessModeSelfService, Status: AccessStatusSelfServiceReady, DetailsJSON: "{}"}); err != nil {
+		t.Fatalf("AccessClosures().Create() error = %v", err)
+	}
+
+	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组-self-service"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道-self-service"}},
+		Accounts: []sub2api.NamedResource{{ID: "account_3", Name: "deepseek-03"}, {ID: "account_4", Name: "deepseek-04"}},
+	}
+
+	result, err := NewReconcileService(store, host).Reconcile(ctx, ReconcileRequest{
+		HostID:            "host-1",
+		HostBaseURL:       "https://sub2api.example.com",
+		AccessProbeAPIKey: "user-key",
+		Pack:              pack.LoadedPack{Manifest: pack.Manifest{PackID: "openai-cn-pack", Version: "1.0.0", TargetHost: "sub2api", MinHostVersion: "0.1.126", MaxHostVersion: "0.2.x"}},
+		Provider:          sampleProviderManifest(),
+	})
+	if err != nil {
+		t.Fatalf("Reconcile() error = %v", err)
+	}
+	if result.BatchID != latestBatchID {
+		t.Fatalf("BatchID = %d, want latest batch %d", result.BatchID, latestBatchID)
+	}
+	if result.Status != "active" {
+		t.Fatalf("Status = %q, want active when only shared resources are reused", result.Status)
+	}
+	if result.MissingCount != 0 || result.ExtraCount != 0 {
+		t.Fatalf("Managed resource diff = (%d, %d), want (0, 0)", result.MissingCount, result.ExtraCount)
+	}
+}
+
+func TestReconcileServiceClassifiesHistoricalAccountsAsStaleNoise(t *testing.T) {
+	store := openProvisionTestStore(t)
+	defer closeProvisionTestStore(t, store)
+
+	host := &fakeHostAdapter{
+		testResults: map[string]sub2api.ProbeResult{
+			"account_3": {OK: true, Status: "passed"},
+			"account_4": {OK: true, Status: "passed"},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_3": {{ID: "deepseek-chat"}},
+			"account_4": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{OK: true, StatusCode: 200, HasExpectedModel: true, Models: []string{"deepseek-chat"}},
+	}
+
+	seedRuntimeImportForReconcile(t, store, host)
+	ctx := context.Background()
+	packRow, err := store.Packs().GetByPackID(ctx, "openai-cn-pack")
+	if err != nil {
+		t.Fatalf("Packs().GetByPackID() error = %v", err)
+	}
+	providerRow, err := store.Providers().GetByPackIDAndProviderID(ctx, packRow.ID, sampleProviderManifest().ProviderID)
+	if err != nil {
+		t.Fatalf("Providers().GetByPackIDAndProviderID() error = %v", err)
+	}
+	hostRow, err := store.Hosts().GetByHostID(ctx, "host-1")
+	if err != nil {
+		t.Fatalf("Hosts().GetByHostID() error = %v", err)
+	}
+	latestBatchID, err := store.ImportBatches().Create(ctx, sqlite.ImportBatch{HostID: hostRow.ID, PackID: packRow.ID, ProviderID: providerRow.ID, Mode: ImportModePartial, BatchStatus: BatchStatusSucceeded, AccessStatus: AccessStatusSelfServiceReady})
+	if err != nil {
+		t.Fatalf("ImportBatches().Create() error = %v", err)
+	}
+	for _, item := range []struct {
+		keyFingerprint string
+		accountID      string
+		accountName    string
+	}{
+		{keyFingerprint: "key-3", accountID: "account_3", accountName: "deepseek-03"},
+		{keyFingerprint: "key-4", accountID: "account_4", accountName: "deepseek-04"},
+	} {
+		if _, err := store.ImportBatchItems().Create(ctx, sqlite.ImportBatchItem{BatchID: latestBatchID, KeyFingerprint: item.keyFingerprint, AccountStatus: "passed", ProbeSummaryJSON: `{"account_id":"` + item.accountID + `"}`}); err != nil {
+			t.Fatalf("ImportBatchItems().Create(%s) error = %v", item.accountID, err)
+		}
+		if _, err := store.ManagedResources().Create(ctx, sqlite.ManagedResource{BatchID: latestBatchID, HostID: hostRow.ID, ResourceType: "account", HostResourceID: item.accountID, ResourceName: item.accountName}); err != nil {
+			t.Fatalf("ManagedResources().Create(%s) error = %v", item.accountID, err)
+		}
+	}
+	if _, err := store.AccessClosures().Create(ctx, sqlite.AccessClosureRecord{BatchID: latestBatchID, ClosureType: AccessModeSelfService, Status: AccessStatusSelfServiceReady, DetailsJSON: "{}"}); err != nil {
+		t.Fatalf("AccessClosures().Create() error = %v", err)
+	}
+
+	host.managedSnapshot = sub2api.ManagedResourceSnapshot{
+		Groups:   []sub2api.NamedResource{{ID: "group_1", Name: "DeepSeek 默认分组-self-service"}},
+		Channels: []sub2api.NamedResource{{ID: "channel_1", Name: "DeepSeek 默认渠道-self-service"}},
+		Accounts: []sub2api.NamedResource{{ID: "account_1", Name: "deepseek-01"}, {ID: "account_2", Name: "deepseek-02"}, {ID: "account_3", Name: "deepseek-03"}, {ID: "account_4", Name: "deepseek-04"}},
+	}
+
+	result, err := NewReconcileService(store, host).Reconcile(ctx, ReconcileRequest{
+		HostID:            "host-1",
+		HostBaseURL:       "https://sub2api.example.com",
+		AccessProbeAPIKey: "user-key",
+		Pack:              pack.LoadedPack{Manifest: pack.Manifest{PackID: "openai-cn-pack", Version: "1.0.0", TargetHost: "sub2api", MinHostVersion: "0.1.126", MaxHostVersion: "0.2.x"}},
+		Provider:          sampleProviderManifest(),
+	})
+	if err != nil {
+		t.Fatalf("Reconcile() error = %v", err)
+	}
+	if result.BatchID != latestBatchID {
+		t.Fatalf("BatchID = %d, want latest batch %d", result.BatchID, latestBatchID)
+	}
+	if result.Status != "active" {
+		t.Fatalf("Status = %q, want active when only historical same-prefix accounts remain (missing=%d extra=%d stale=%d summary=%#v)", result.Status, result.MissingCount, result.ExtraCount, result.StaleNoiseCount, result.Summary)
+	}
+	if result.ExtraCount != 0 {
+		t.Fatalf("ExtraCount = %d, want 0 after stale-noise classification", result.ExtraCount)
+	}
+	if result.StaleNoiseCount != 2 {
+		t.Fatalf("StaleNoiseCount = %d, want 2", result.StaleNoiseCount)
+	}
+	if got, ok := result.Summary["stale_noise_count"].(int); !ok || got != 2 {
+		t.Fatalf("Summary[stale_noise_count] = %#v, want int(2)", result.Summary["stale_noise_count"])
+	}
+	accounts, ok := result.Summary["stale_noise_accounts"].([]sub2api.NamedResource)
+	if !ok {
+		t.Fatalf("Summary[stale_noise_accounts] type = %T, want []sub2api.NamedResource", result.Summary["stale_noise_accounts"])
+	}
+	if len(accounts) != 2 || accounts[0].ID != "account_1" || accounts[1].ID != "account_2" {
+		t.Fatalf("Summary[stale_noise_accounts] = %#v, want historical accounts 1 and 2", accounts)
+	}
+}
+
 func TestReconcileServiceRejectsRolledBackLatestBatch(t *testing.T) {
 	store := openProvisionTestStore(t)
 	defer closeProvisionTestStore(t, store)

internal/provision/runtime_import_service.go

@@ -169,13 +169,16 @@ func (s *RuntimeImportService) ensureProvider(ctx context.Context, packID int64,
 
 func (s *RuntimeImportService) persistRuntimeArtifacts(ctx context.Context, batchID, hostID int64, accessMode string, report ImportReport, includeManagedResources bool) error {
 	for i, account := range report.Accounts {
+		validationStatus := account.ValidationStatus()
 		payload, err := json.Marshal(map[string]any{
-			"account_id":       account.Ref.ID,
-			"probe_ok":         account.Probe.OK,
-			"probe_status":     account.Probe.Status,
-			"probe_message":    account.Probe.Message,
-			"models":           account.Models,
-			"smoke_model_seen": account.SmokeModelSeen,
+			"account_id":        account.Ref.ID,
+			"probe_ok":          account.Probe.OK,
+			"probe_status":      account.Probe.Status,
+			"probe_message":     account.Probe.Message,
+			"models":            account.Models,
+			"smoke_model_seen":  account.SmokeModelSeen,
+			"probe_advisory":    account.HasAdvisoryWarning(),
+			"validation_status": validationStatus,
 		})
 		if err != nil {
 			return fmt.Errorf("marshal account probe summary: %w", err)
@@ -183,7 +186,7 @@ func (s *RuntimeImportService) persistRuntimeArtifacts(ctx context.Context, batc
 		itemID, err := s.store.ImportBatchItems().Create(ctx, sqlite.ImportBatchItem{
 			BatchID:          batchID,
 			KeyFingerprint:   fingerprintKey(report.AcceptedKeys, i),
-			AccountStatus:    firstNonEmpty(account.Probe.Status, "unknown"),
+			AccountStatus:    validationStatus,
 			ProbeSummaryJSON: string(payload),
 		})
 		if err != nil {
@@ -192,7 +195,7 @@ func (s *RuntimeImportService) persistRuntimeArtifacts(ctx context.Context, batc
 		if _, err := s.store.ProbeResults().Create(ctx, sqlite.ProbeResult{
 			BatchItemID: itemID,
 			ProbeType:   "account_smoke",
-			Status:      firstNonEmpty(account.Probe.Status, "unknown"),
+			Status:      validationStatus,
 			SummaryJSON: string(payload),
 		}); err != nil {
 			return err
@@ -223,6 +226,10 @@ func (s *RuntimeImportService) persistRuntimeArtifacts(ctx context.Context, batc
 		"ok":                 report.Gateway.OK,
 		"has_expected_model": report.Gateway.HasExpectedModel,
 		"models":             report.Gateway.Models,
+		"completion_ok":      report.Gateway.CompletionOK,
+		"completion_status":  report.Gateway.CompletionStatus,
+		"completion_type":    report.Gateway.CompletionType,
+		"completion_preview": report.Gateway.CompletionBody,
 	})
 	if err != nil {
 		return fmt.Errorf("marshal gateway access summary: %w", err)

internal/provision/runtime_import_service_test.go

@@ -5,6 +5,7 @@ import (
 	"database/sql"
 	"fmt"
 	"path/filepath"
+	"strings"
 	"testing"
 
 	_ "modernc.org/sqlite"
@@ -171,6 +172,70 @@ func TestRuntimeImportServicePersistsFailedBatchAfterStrictRollback(t *testing.T
 	}
 }
 
+func TestRuntimeImportServicePersistsWarningAccountStatusForAdvisoryProbeFailure(t *testing.T) {
+	store := openProvisionTestStore(t)
+	defer closeProvisionTestStore(t, store)
+
+	seedProvisionHost(t, store, "host-1", "https://sub2api.example.com")
+
+	host := &fakeHostAdapter{
+		batchAccounts: []sub2api.AccountRef{{ID: "account_1"}},
+		testResults: map[string]sub2api.ProbeResult{
+			"account_1": {
+				OK:      false,
+				Status:  "failed",
+				Message: "账号本身可正常使用，但当前测试接口仅支持 Responses API 路径。请直接通过实际 API 调用验证。",
+			},
+		},
+		models: map[string][]sub2api.AccountModel{
+			"account_1": {{ID: "deepseek-chat"}},
+		},
+		gatewayResult: sub2api.GatewayAccessResult{
+			OK:               true,
+			StatusCode:       200,
+			HasExpectedModel: true,
+			Models:           []string{"deepseek-chat"},
+			CompletionOK:     true,
+			CompletionStatus: 200,
+		},
+	}
+
+	svc := NewRuntimeImportService(store, host)
+	result, err := svc.Import(context.Background(), RuntimeImportRequest{
+		HostID:      "host-1",
+		HostBaseURL: "https://sub2api.example.com",
+		Pack: pack.LoadedPack{
+			Manifest: pack.Manifest{PackID: "openai-cn-pack", Version: "1.0.0", TargetHost: "sub2api", MinHostVersion: "0.1.126", MaxHostVersion: "0.2.x"},
+			Checksum: "checksum-1",
+		},
+		Provider: sampleProviderManifest(),
+		Mode:     ImportModePartial,
+		Keys:     []string{"key-1"},
+		Access: AccessRequest{
+			Mode:        AccessModeSelfService,
+			ProbeAPIKey: "user-key",
+		},
+	})
+	if err != nil {
+		t.Fatalf("RuntimeImportService.Import() error = %v", err)
+	}
+	if result.Report.BatchStatus != BatchStatusSucceeded {
+		t.Fatalf("BatchStatus = %q, want %q", result.Report.BatchStatus, BatchStatusSucceeded)
+	}
+
+	var accountStatus string
+	var summary string
+	if err := store.SQLDB().QueryRowContext(context.Background(), "SELECT account_status, probe_summary_json FROM import_batch_items WHERE batch_id = ? ORDER BY id LIMIT 1", result.BatchID).Scan(&accountStatus, &summary); err != nil {
+		t.Fatalf("query import batch item: %v", err)
+	}
+	if accountStatus != AccountStatusWarning {
+		t.Fatalf("account_status = %q, want %q", accountStatus, AccountStatusWarning)
+	}
+	if !strings.Contains(summary, "\"probe_advisory\":true") {
+		t.Fatalf("probe_summary_json = %s, want probe_advisory=true", summary)
+	}
+}
+
 func TestRuntimeImportServicePersistsPartialManagedResourcesOnAccessFailure(t *testing.T) {
 	store := openProvisionTestStore(t)
 	defer closeProvisionTestStore(t, store)

scripts/import_remote43_provider.sh

@@ -41,6 +41,20 @@ if [[ -z "$upstream_key" ]]; then
   exit 2
 fi
 
+upstream_base_url="$(python3 - "$PACK_PATH" "$provider_id" <<'PY'
+import json, pathlib, sys
+pack_path = pathlib.Path(sys.argv[1])
+provider_id = sys.argv[2]
+provider_file = pack_path / "providers" / f"{provider_id}.json"
+provider = json.loads(provider_file.read_text(encoding='utf-8'))
+print(str(provider.get("base_url", "")).strip())
+PY
+)"
+if [[ -z "$upstream_base_url" ]]; then
+  echo "missing provider base_url for $provider_id in $PACK_PATH" >&2
+  exit 2
+fi
+
 ssh_cmd() {
   local cmd="$1"
   ssh -i "$KEY" -o StrictHostKeyChecking=no "$REMOTE" "$cmd"
@@ -454,6 +468,14 @@ ssh_cmd "curl -sS -D /tmp/chat_headers.txt -o /tmp/chat_body.json -H 'Authorizat
 ssh_cmd "cat /tmp/chat_headers.txt" > "$ART/11-chat.headers.txt"
 ssh_cmd "cat /tmp/chat_body.json" > "$ART/12-chat.body.json"
 
+ssh_cmd "curl -sS -D /tmp/upstream_models_headers.txt -o /tmp/upstream_models_body.json -H 'Authorization: Bearer $upstream_key' ${upstream_base_url%/}/models"
+ssh_cmd "cat /tmp/upstream_models_headers.txt" > "$ART/17-upstream-models.headers.txt"
+ssh_cmd "cat /tmp/upstream_models_body.json" > "$ART/18-upstream-models.body.json"
+
+ssh_cmd "curl -sS -D /tmp/upstream_chat_headers.txt -o /tmp/upstream_chat_body.txt -H 'Authorization: Bearer $upstream_key' -H 'Content-Type: application/json' ${upstream_base_url%/}/chat/completions -d $(printf %q "$probe_payload")"
+ssh_cmd "cat /tmp/upstream_chat_headers.txt" > "$ART/19-upstream-chat.headers.txt"
+ssh_cmd "cat /tmp/upstream_chat_body.txt" > "$ART/20-upstream-chat.body.txt"
+
 crm_curl_json GET "/api/providers/$provider_id/status" > "$ART/13-provider-status.json"
 crm_curl_json GET "/api/providers/$provider_id/access/status" > "$ART/14-access-status.json"
 preview_payload="$(python3 - "$provider_id" <<'PY'
@@ -472,17 +494,67 @@ provider_id=sys.argv[2]
 batch_id=int(sys.argv[3])
 subscription_group_id=sys.argv[4]
 expected_model=sys.argv[5]
+
+def normalize_model_id(model_id: str) -> str:
+    value = str(model_id or '').strip().lower()
+    if not value:
+        return ''
+    if '/' in value:
+        value = value.split('/')[-1]
+    return value
+
+def has_expected_model(models, expected: str) -> bool:
+    normalized_expected = normalize_model_id(expected)
+    if not normalized_expected:
+        return False
+    return any(normalize_model_id(model_id) == normalized_expected for model_id in models)
+
+def status_from_headers(path: pathlib.Path) -> int:
+    if not path.exists():
+        return 0
+    for line in path.read_text(encoding='utf-8').splitlines():
+        parts = line.strip().split()
+        if len(parts) >= 2 and parts[0].startswith('HTTP/'):
+            try:
+                return int(parts[1])
+            except ValueError:
+                return 0
+    return 0
+
+def load_json(path: pathlib.Path):
+    try:
+        return json.loads(path.read_text(encoding='utf-8'))
+    except Exception:
+        return {}
+
 import_obj=json.loads((art/'03-import.body.json').read_text())
-models_obj=json.loads((art/'10-models.body.json').read_text())
-access_status=json.loads((art/'14-access-status.json').read_text())
-preview=json.loads((art/'15-access-preview.json').read_text())
+models_obj=load_json(art/'10-models.body.json')
+access_status=load_json(art/'14-access-status.json')
+preview=load_json(art/'15-access-preview.json')
 models_headers=(art/'09-models.headers.txt').read_text()
 chat_headers=(art/'11-chat.headers.txt').read_text()
+upstream_models_obj=load_json(art/'18-upstream-models.body.json')
+upstream_chat_headers=(art/'19-upstream-chat.headers.txt')
+upstream_chat_body=(art/'20-upstream-chat.body.txt').read_text(encoding='utf-8')
 models=[]
 for item in models_obj.get('data') or []:
     model_id = item.get('id')
     if isinstance(model_id, str) and model_id:
         models.append(model_id)
+upstream_models=[]
+for item in upstream_models_obj.get('data') or []:
+    model_id = item.get('id')
+    if isinstance(model_id, str) and model_id:
+        upstream_models.append(model_id)
+host_chat_status = status_from_headers(art/'11-chat.headers.txt')
+upstream_chat_status = status_from_headers(upstream_chat_headers)
+classification = 'unknown'
+direct_has_expected_model = has_expected_model(models, expected_model)
+upstream_has_expected_model = has_expected_model(upstream_models, expected_model)
+if direct_has_expected_model and host_chat_status >= 500 and upstream_chat_status == 200:
+    classification = 'host_compatibility_gap'
+elif direct_has_expected_model and upstream_chat_status == 403 and 'insufficient_user_quota' in upstream_chat_body:
+    classification = 'upstream_key_quota_issue'
 summary={
   'artifact_dir': str(art),
   'provider_id': provider_id,
@@ -491,14 +563,21 @@ summary={
   'access_status_from_import': import_obj.get('access_status'),
   'provider_status_from_import': import_obj.get('provider_status'),
   'direct_models_http200': '200 OK' in models_headers,
-  'direct_models_has_expected_model': expected_model in models,
+  'direct_models_has_expected_model': direct_has_expected_model,
   'direct_models': models,
   'direct_chat_http200': '200 OK' in chat_headers,
+  'direct_chat_status': host_chat_status,
+  'upstream_models': upstream_models,
+  'upstream_models_has_expected_model': upstream_has_expected_model,
+  'upstream_chat_status': upstream_chat_status,
+  'completion_classification': classification,
   'latest_access_status': access_status.get('latest_access_status') or access_status.get('batch_access_status'),
   'preview_available': preview.get('available'),
   'accepted_keys_count': import_obj.get('accepted_keys_count'),
   'subscription_group_id': subscription_group_id,
   'import_group_id': (import_obj.get('group') or {}).get('id'),
 }
-print(json.dumps(summary, ensure_ascii=False))
+summary_json = json.dumps(summary, ensure_ascii=False)
+(art / '21-summary.json').write_text(summary_json, encoding='utf-8')
+print(summary_json)
 PY

scripts/test_real_host_scripts.sh

@@ -243,14 +243,17 @@ EOF
 }
 
 run_test_import_remote43_provider_subscription_prep() {
-  local tmpdir fakebin artifact_dir ssh_log psql_sql
+  local tmpdir fakebin artifact_dir ssh_log psql_sql pack_dir
   tmpdir="$(mktemp -d)"
   trap 'rm -rf "$tmpdir"' RETURN
   fakebin="$tmpdir/bin"
   artifact_dir="$tmpdir/artifacts"
   ssh_log="$artifact_dir/ssh-log.txt"
   psql_sql="$artifact_dir/prep.sql"
+  pack_dir="$tmpdir/pack"
   mkdir -p "$fakebin"
+  mkdir -p "$pack_dir/providers"
+  printf '%s\n' '{"provider_id":"deepseek","base_url":"https://upstream.example.com/v1"}' > "$pack_dir/providers/deepseek.json"
 
   cat > "$fakebin/curl" <<'EOF'
 #!/usr/bin/env bash
@@ -338,7 +341,7 @@ if [[ "$cmd" == *'***'* ]]; then
   echo "unexpected redacted auth placeholder in ssh command: $cmd" >&2
   exit 1
 fi
-case "$cmd" in
+  case "$cmd" in
   *"/api/v1/auth/login"*)
     printf '%s\n' 'host-bearer-token'
     ;;
@@ -390,6 +393,26 @@ case "$cmd" in
   "cat /tmp/chat_body.json")
     cat /tmp/chat_body.json
     ;;
+  *"curl -sS -D /tmp/upstream_models_headers.txt"*)
+    printf '%s\n' 'HTTP/1.1 200 OK' > /tmp/upstream_models_headers.txt
+    printf '%s\n' '{"data":[{"id":"openai/gpt-4"},{"id":"openai/gpt-4.1"}]}' > /tmp/upstream_models_body.json
+    ;;
+  "cat /tmp/upstream_models_headers.txt")
+    cat /tmp/upstream_models_headers.txt
+    ;;
+  "cat /tmp/upstream_models_body.json")
+    cat /tmp/upstream_models_body.json
+    ;;
+  *"curl -sS -D /tmp/upstream_chat_headers.txt"*)
+    printf '%s\n' 'HTTP/1.1 200 OK' > /tmp/upstream_chat_headers.txt
+    printf '%s\n' '{"choices":[{"message":{"content":"upstream-pong"}}]}' > /tmp/upstream_chat_body.txt
+    ;;
+  "cat /tmp/upstream_chat_headers.txt")
+    cat /tmp/upstream_chat_headers.txt
+    ;;
+  "cat /tmp/upstream_chat_body.txt")
+    cat /tmp/upstream_chat_body.txt
+    ;;
   *"/api/providers/deepseek/status"*)
     printf '%s\n' '{"status":"ready"}'
     ;;
@@ -451,7 +474,7 @@ EOF
   CRM_HOST_BASE="http://127.0.0.1:18093" \
   ROOT="$artifact_dir/root" \
   ART="$artifact_dir/run" \
-  PACK_PATH="/tmp/openai-pack" \
+  PACK_PATH="$pack_dir" \
   REMOTE_PG_CONTAINER="fresh-pg" \
   REMOTE_REDIS_CONTAINER="fresh-redis" \
   UPSTREAM_KEY="upstream-test-key" \
@@ -474,14 +497,21 @@ EOF
   assert_contains "$invalidation_log" "auth_cache_key=apikey:auth:"
   assert_contains "$invalidation_log" "balance_cache_key=billing:balance:84"
   assert_contains "$invalidation_log" "subscription_cache_key=billing:sub:84:7"
-  local subscription_state models_body chat_body
+  local subscription_state models_body chat_body upstream_models upstream_chat summary_json
   subscription_state="$(cat "$artifact_dir/run/08-subscription-group-state.json")"
   assert_contains "$subscription_state" '"group_id":7'
   assert_contains "$subscription_state" '"status":"active"'
   models_body="$(cat "$artifact_dir/run/10-models.body.json")"
   chat_body="$(cat "$artifact_dir/run/12-chat.body.json")"
+  upstream_models="$(cat "$artifact_dir/run/18-upstream-models.body.json")"
+  upstream_chat="$(cat "$artifact_dir/run/20-upstream-chat.body.txt")"
+  summary_json="$(cat "$artifact_dir/run/21-summary.json" 2>/dev/null || true)"
   assert_contains "$models_body" '"id":"gpt-4"'
   assert_contains "$chat_body" '"content":"pong"'
+  assert_contains "$upstream_models" '"id":"openai/gpt-4"'
+  assert_contains "$upstream_chat" '"content":"upstream-pong"'
+  assert_contains "$summary_json" '"upstream_models_has_expected_model": true'
+  assert_contains "$summary_json" '"completion_classification": "unknown"'
   [[ -s "$ssh_log" ]] || fail "ssh log was empty"
 }
 

tests/integration/host_stub_test.go

@@ -149,7 +149,7 @@ func TestSub2APIHostAdapterTestAccountParsesSSE(t *testing.T) {
 		t.Fatalf("NewClient() error = %v", err)
 	}
 
-	result, err := client.TestAccount(context.Background(), "account_1")
+	result, err := client.TestAccount(context.Background(), "account_1", "deepseek-chat")
 	if err != nil {
 		t.Fatalf("TestAccount() error = %v", err)
 	}
@@ -591,7 +591,7 @@ func newSub2APIStubServer(t *testing.T, cfg sub2APIStubConfig) *httptest.Server
 		})
 	})
 	mux.HandleFunc("/v1/models", func(w http.ResponseWriter, r *http.Request) {
-		if got := r.Header.Get("x-api-key"); got != gatewayExpectedKey {
+		if got := r.Header.Get("Authorization"); got != "Bearer "+gatewayExpectedKey {
 			w.WriteHeader(http.StatusUnauthorized)
 			_, _ = w.Write([]byte(`{"error":"unauthorized"}`))
 			return
@@ -600,6 +600,26 @@ func newSub2APIStubServer(t *testing.T, cfg sub2APIStubConfig) *httptest.Server
 			"data": gatewayModels,
 		})
 	})
+	mux.HandleFunc("/v1/chat/completions", func(w http.ResponseWriter, r *http.Request) {
+		if got := r.Header.Get("Authorization"); got != "Bearer "+gatewayExpectedKey {
+			w.WriteHeader(http.StatusUnauthorized)
+			_, _ = w.Write([]byte(`{"error":"unauthorized"}`))
+			return
+		}
+		writeJSON(t, w, http.StatusOK, map[string]any{
+			"id":     "chatcmpl_stub",
+			"object": "chat.completion",
+			"choices": []map[string]any{
+				{
+					"index": 0,
+					"message": map[string]any{
+						"role":    "assistant",
+						"content": "pong",
+					},
+				},
+			},
+		})
+	})
 
 	return httptest.NewServer(mux)
 }