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README.md

@@ -133,17 +133,17 @@ See `CHANGELOG_V194.md` for the Model Pre-scan Decision Card UI pass.
 See `CHANGELOG_V195.md` for the Runtime CSS Cleanup with Legacy Safety Net pass.
 
 
-Current release: Agentic Space Factory v198.26.32.
+Current release: Agentic Space Factory v198.26.33.
 
-## v198.26.32 — Recipe-Aware Repair Loop
+## v198.26.33 — Model Card Instruction Authority & Terminal Repair Reconciliation
 
-- Adds `repair/RECIPE_AWARE_REPAIR_PACKET.json`, built from `MODEL_RECIPE.json` and `APP_RUNTIME_CONTRACT.json`, so Pi repairs with the same model-family authority used at generation time.
-- Extends repair task packets with model family, artifact role, loader strategy, expected output type, known failure match, and family-specific directives.
-- Adds known repair signatures for duplicate Diffusers token injection, non-writable HF cache paths, missing ZeroGPU `@spaces.GPU`, schema/dropdown mismatch, SDXL-LoRA text-encoder mismatch, FLUX template syntax failures, and model-not-loaded-after-boot failures.
-- Makes failed Pi patch attempts terminal and honest: no publishable patch becomes `no_patch_produced_by_pi` / related guard statuses instead of ending as `post_repair_validation=not_started`.
-- Allows a more direct recipe-aware relaunch when Pi produced no useful patch and repair budget remains; otherwise the run ends with explicit `repair_exhausted` metadata.
+- Adds `MODEL_CARD_INSTRUCTIONS.json`, extracted from the README/model card, so explicit install commands, loader symbols, runtime notes and model-card deviations become first-class worker context.
+- Promotes explicit model-card requirements into `MODEL_RECIPE.json`, Pi generation prompts, repair task packets and recipe-aware repair packets.
+- Adds model-card alignment and local-requirement sanity guards so generated Spaces cannot silently replace official model-card install commands with missing or non-publishable local artifacts such as invented `.whl` files.
+- Propagates structured `/health` failure classes into recipe-aware repair matching, including SDXL-LoRA `CLIPTextModel.text_model` failures.
+- Strengthens terminal repair reconciliation so `repair_outcome.json` terminal failures cannot leave Active Run or Runs Explorer stuck on `running`.
 
-See `CHANGELOG_V198_26_31.md`.
+See `CHANGELOG_V198_26_33.md`.
 
 ## v198.26.27 — Pi Repair Execution Guarantee & Model-Family Runtime Recipes
 

app.py

@@ -517,6 +517,31 @@ def _build_live_run_snapshot(
         **summary,
         **({"status": summary_status, "validation_status": summary_status, "result_status": summary_status, "terminal": True, "can_resume": False} if validation_terminal_locked else {}),
     }
+
+    # v198.26.33: repair_outcome.json is a terminal evidence source. A run can
+    # be left with stale summary/state="running" if the repair path writes the
+    # outcome after the last lightweight state flush. Active Run polling should
+    # derive the product verdict from this artifact instead of showing endless
+    # running. Protected partial summaries remain partial; otherwise terminal
+    # repair failure becomes failed.
+    repair_outcome = bundle.get("repair_outcome") or {}
+    if isinstance(repair_outcome, dict) and repair_outcome:
+        repair_status = str(repair_outcome.get("post_repair_validation") or repair_outcome.get("failure_type") or repair_outcome.get("status") or "").strip().lower()
+        terminal_repair_failures = {"failed", "repair_validation_failed", "upload_failed", "smoke_still_failed", "repair_failed_same_error", "repair_exhausted", "no_patch_produced_by_pi", "no_relevant_patch_produced_by_pi", "pi_patch_rejected_by_guard"}
+        if repair_status in terminal_repair_failures and str(effective_summary.get("status") or "").lower() in {"", "running", "queued", "pending", "started", "scheduled"}:
+            effective_summary["status"] = "failed"
+            effective_summary["display_status"] = "failed"
+            effective_summary["effective_status"] = "failed"
+            effective_summary["repair_outcome_status"] = repair_outcome.get("post_repair_validation") or ""
+            effective_summary["failure_type"] = repair_outcome.get("failure_type") or "repair_validation_failed"
+            effective_summary["terminal_evidence"] = "repair_outcome.json"
+            effective_summary["message"] = repair_outcome.get("final_user_message") or effective_summary.get("message") or "Repair failed terminally."
+            effective_state["status"] = "failed"
+            effective_state["repair_outcome"] = repair_outcome
+            effective_state["terminal_evidence"] = "repair_outcome.json"
+        else:
+            effective_state.setdefault("repair_outcome", repair_outcome)
+
     view_bundle = {**bundle, "events": events, "state": effective_state, "summary": effective_summary}
 
     # v198.26.1: build/read snapshots must be read-only.  Loading a run used to