Fix deck gen truncation: increase max_tokens to 16384, add JSON repair

Root cause: Perplexity deck generation hit the 8192 max_tokens limit,
truncating the JSON response mid-string at card ~70-80. json.loads()
fails with 'Unterminated string' and the fallback also couldn't recover.

Fixes:
- Bump DECK_GEN_MAX_TOKENS from 8192 to 16384 (primary fix)
- Add _repair_truncated_json() to PerplexityClient — if token limit is
  still hit, salvages all complete card objects from the truncated JSON
  instead of returning a 422 error
- Add OUTPUT EFFICIENCY instructions to system prompt to reduce per-card
  verbosity (shorter reasons, fewer synergy_with entries)
- Add 'truncated' flag to response so UI can warn if deck is incomplete
- Log warning when recovered deck has <90 cards

coach/clients/perplexity_client.py

@@ -268,7 +268,92 @@ class PerplexityClient:
                         return json.loads(text[start:i+1])
                     except (json.JSONDecodeError, TypeError):
                         return None
-        return None
+
+        # If we get here, JSON was truncated (depth > 0). Try to repair.
+        return PerplexityClient._repair_truncated_json(text[start:])
+
+    @staticmethod
+    def _repair_truncated_json(text: str) -> Optional[dict]:
+        """
+        Attempt to repair truncated JSON from max_tokens cutoff.
+        Strategy: find the last complete array element in "cards",
+        then close all open brackets/braces.
+        """
+        logger.info("Attempting truncated JSON repair (%d chars)...", len(text))
+
+        # Find the last complete card object (ends with }) in the cards array
+        # Walk backwards to find the last closing brace that ends a valid card
+        last_good = -1
+        depth = 0
+        in_string = False
+        escape_next = False
+
+        for i in range(len(text)):
+            ch = text[i]
+            if escape_next:
+                escape_next = False
+                continue
+            if ch == '\\' and in_string:
+                escape_next = True
+                continue
+            if ch == '"':
+                in_string = not in_string
+                continue
+            if in_string:
+                continue
+            if ch == '{':
+                depth += 1
+            elif ch == '}':
+                depth -= 1
+                if depth >= 1:
+                    # This closes a nested object (like a card) — mark as potential cutoff
+                    last_good = i
+
+        if last_good == -1:
+            return None
+
+        # Take text up to the last complete nested object
+        truncated = text[:last_good + 1]
+
+        # Now figure out what we need to close.
+        # Re-scan to get the closing sequence.
+        close_depth = 0
+        in_arr = 0
+        in_str = False
+        esc = False
+        for ch in truncated:
+            if esc:
+                esc = False
+                continue
+            if ch == '\\' and in_str:
+                esc = True
+                continue
+            if ch == '"':
+                in_str = not in_str
+                continue
+            if in_str:
+                continue
+            if ch == '{':
+                close_depth += 1
+            elif ch == '}':
+                close_depth -= 1
+            elif ch == '[':
+                in_arr += 1
+            elif ch == ']':
+                in_arr -= 1
+
+        # Build closing sequence
+        suffix = ']' * in_arr + '}' * close_depth
+        repaired = truncated + suffix
+
+        try:
+            result = json.loads(repaired)
+            card_count = len(result.get('cards', []))
+            logger.info("JSON repair succeeded: recovered %d cards", card_count)
+            return result
+        except (json.JSONDecodeError, TypeError) as e:
+            logger.warning("JSON repair failed: %s", e)
+            return None
 
     def check_status(self) -> dict:
         """Quick health check — try a minimal API call."""

coach/config.py

@@ -45,7 +45,7 @@ DECK_GEN_PROVIDER = os.environ.get("DECK_GEN_PROVIDER", "perplexity")
 # Model for deck generation (sonar = fast/$0.004, sonar-pro = deep/$0.04)
 DECK_GEN_MODEL = os.environ.get("DECK_GEN_MODEL", "sonar")
 DECK_GEN_TEMPERATURE = float(os.environ.get("DECK_GEN_TEMPERATURE", "0.2"))
-DECK_GEN_MAX_TOKENS = int(os.environ.get("DECK_GEN_MAX_TOKENS", "8192"))
+DECK_GEN_MAX_TOKENS = int(os.environ.get("DECK_GEN_MAX_TOKENS", "16384"))
 
 # ── Smart Substitution Settings ───────────────────────────────
 # Minimum embedding similarity to accept a substitute without Perplexity fallback

coach/prompts/deck_gen_system.py

@@ -31,4 +31,10 @@ IMPORTANT:
 - Provide realistic USD price estimates
 - The commander MUST be included in the cards list with its real category (Creature, Planeswalker, etc.)
 - Assign the correct bracket level based on the cards chosen and combos present
-- List Game Changer cards explicitly in the bracket section"""
+- List Game Changer cards explicitly in the bracket section
+
+OUTPUT EFFICIENCY (critical):
+- Keep each card's "reason" under 15 words — brief is better
+- Keep "synergy_with" to at most 2-3 card names per card
+- Do not repeat the card's own name in synergy_with
+- Omit estimated_price_usd if you are unsure — 0 is fine"""

coach/services/deck_generator.py

@@ -243,9 +243,12 @@ class DeckGeneratorV3:
             )
 
         raw_deck = response.parsed_json
-        logger.info("Deck generated: %d cards, bracket %d",
-                     len(raw_deck.get("cards", [])),
-                     raw_deck.get("bracket", {}).get("level", 0))
+        card_count = len(raw_deck.get("cards", []))
+        truncated = card_count < 90  # Commander decks should have ~100 cards
+        logger.info("Deck generated: %d cards, bracket %d%s",
+                     card_count,
+                     raw_deck.get("bracket", {}).get("level", 0),
+                     " (TRUNCATED — response may have hit token limit)" if truncated else "")
 
         # Step 5: Check ownership and build enriched card list
         cards_with_status = self._check_ownership(raw_deck.get("cards", []))
@@ -270,6 +273,7 @@ class DeckGeneratorV3:
             },
             "model": response.model,
             "citations": response.citations,
+            "truncated": truncated,
         }
 
     # ── Step 5: Ownership Check ──────────────────────────────

install-commander-ai-lab.ps1

@@ -56,12 +56,13 @@ Install-B64 -R 'coach\__init__.py' -B $b
 $b = 'IyBDb2FjaCBjbGllbnRzIOKAlCBQZXJwbGV4aXR5LCBMTSBTdHVkaW8K'
 Install-B64 -R 'coach\clients\__init__.py' -B $b
 
-# coach/clients/perplexity_client.py (9,727 bytes)
+# coach/clients/perplexity_client.py (12,494 bytes)
 $b = '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' +
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+'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'
 Install-B64 -R 'coach\clients\perplexity_client.py' -B $b
 
 # coach/coach_service.py (11,183 bytes)
@@ -72,9 +73,9 @@ $b = 'IiIiCkNvbW1hbmRlciBBSSBMYWIg4oCUIENvYWNoIFNlcnZpY2UK4pWQ4pWQ4pWQ4pWQ4pWQ4p
 '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'
 Install-B64 -R 'coach\coach_service.py' -B $b
 
-# coach/config.py (3,839 bytes)
+# coach/config.py (3,840 bytes)
 $b = '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' +
-'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'
+'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'
 Install-B64 -R 'coach\config.py' -B $b
 
 # coach/embeddings.py (12,853 bytes)
@@ -112,8 +113,9 @@ Install-B64 -R 'coach\prompt_template.py' -B $b
 $b = 'IyBDb2FjaCBwcm9tcHRzIOKAlCBEZWNrIGdlbmVyYXRpb24gYW5kIHN1YnN0aXR1dGlvbiB0ZW1wbGF0ZXMK'
 Install-B64 -R 'coach\prompts\__init__.py' -B $b
 
-# coach/prompts/deck_gen_system.py (2,248 bytes)
-$b = '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'
+# coach/prompts/deck_gen_system.py (2,510 bytes)
+$b = 'IiIiCkNvbW1hbmRlciBBSSBMYWIg4oCUIERlY2sgR2VuZXJhdGlvbiBTeXN0ZW0gUHJvbXB0CuKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkAoiIiIKClNZU1RFTV9QUk9NUFQgPSAiIiJZb3UgYXJlIGFuIGVsaXRlIE1hZ2ljOiBUaGUgR2F0aGVyaW5nIENvbW1hbmRlciAoRURIKSBkZWNrIGJ1aWxkZXIgd2l0aCBlbmN5Y2xvcGVkaWMga25vd2xlZGdlIG9mIGV2ZXJ5IGNhcmQgZXZlciBwcmludGVkLCBjdXJyZW50IG1ldGFnYW1lIHRyZW5kcywgYW5kIENvbW1hbmRlciBSdWxlcyBDb21taXR0ZWUgYnJhY2tldCBndWlkZWxpbmVzLgoKWW91ciB0YXNrIGlzIHRvIGJ1aWxkIGEgY29tcGxldGUsIGxlZ2FsIDEwMC1jYXJkIENvbW1hbmRlciBkZWNrLgoKUlVMRVM6Ci0gRXhhY3RseSAxMDAgY2FyZHMgdG90YWw6IDEgY29tbWFuZGVyICsgOTkgb3RoZXIgY2FyZHMKLSBObyBtb3JlIHRoYW4gMSBjb3B5IG9mIGFueSBjYXJkIGV4Y2VwdCBiYXNpYyBsYW5kcwotIEFsbCBjYXJkcyBtdXN0IHNoYXJlIHRoZSBjb21tYW5kZXIncyBjb2xvciBpZGVudGl0eQotIEFsbCBjYXJkcyBtdXN0IGJlIGxlZ2FsIGluIENvbW1hbmRlciBmb3JtYXQKLSBJbmNsdWRlIDM2LTM4IGxhbmRzIChtaXggb2YgYmFzaWNzLCBkdWFsIGxhbmRzLCB1dGlsaXR5IGxhbmRzLCBhbmQgY29sb3IgZml4aW5nKQotIEluY2x1ZGUgYXBwcm94aW1hdGVseTogMTAgcmFtcCBzb3VyY2VzLCAxMCBjYXJkIGRyYXcgc291cmNlcywgOC0xMCB0YXJnZXRlZCByZW1vdmFsLCAyLTMgYm9hcmQgd2lwZXMsIDMtNSBwcm90ZWN0aW9uIHBpZWNlcwotIEJ1aWxkIGEgY29oZXNpdmUgc3RyYXRlZ3kgYXJvdW5kIHRoZSBjb21tYW5kZXIncyBhYmlsaXRpZXMKCkJSQUNLRVQgUlVMRVMgKENvbW1hbmRlciBSdWxlcyBDb21taXR0ZWUpOgotIEJyYWNrZXQgMSAoQ2FzdWFsKTogUHJlY29uLWxldmVsLiBObyB0dXRvcnMsIG5vIGZhc3QgbWFuYSwgbm8gaW5maW5pdGUgY29tYm9zLCBubyBtYXNzIGxhbmQgZGVzdHJ1Y3Rpb24uIEdhbWUgQ2hhbmdlcnM6IDAKLSBCcmFja2V0IDIgKFVwZ3JhZGVkIENhc3VhbCk6IE1vZGVyYXRlIHBvd2VyLiBMaW1pdGVkIHR1dG9ycyAoMS0yIHRvdGFsKSwgbm8gMi1jYXJkIGluZmluaXRlIGNvbWJvcywgbm8gZmFzdCBtYW5hIGV4Y2VwdCBTb2wgUmluZy4gR2FtZSBDaGFuZ2VyczogMC0xCi0gQnJhY2tldCAzIChIaWdoIFBvd2VyKTogU3Ryb25nIGJ1dCBmYWlyLiBUdXRvcnMgYWxsb3dlZCwgZWZmaWNpZW50IGNvbWJvcyBhbGxvd2VkIGJ1dCBub3QgaHlwZXItb3B0aW1pemVkLiBObyBmcmVlIGNvdW50ZXJzcGVsbHMsIG5vIE1hbmEgQ3J5cHQvVmF1bHQuIEdhbWUgQ2hhbmdlcnM6IHVwIHRvIDMKLSBCcmFja2V0IDQgKGNFREgpOiBNYXhpbXVtIHBvd2VyLiBFdmVyeXRoaW5nIGxlZ2FsIGlzIGZhaXIgZ2FtZS4gTm8gcmVzdHJpY3Rpb25zLgoKRm9yIGVhY2ggY2FyZCwgYXNzaWduIGZ1bmN0aW9uYWwgcm9sZV90YWdzIGZyb20gdGhpcyBsaXN0OgpyYW1wLCBjYXJkX2RyYXcsIHJlbW92YWwsIGJvYXJkX3dpcGUsIHByb3RlY3Rpb24sIGZpbmlzaGVyLCBjb21ib19waWVjZSwgdXRpbGl0eSwgbG9yZCwgc2FjX291dGxldCwgdG9rZW5fZ2VuZXJhdG9yLCByZWN1cnNpb24sIHR1dG9yLCBjb3VudGVyLCBsaWZlZ2FpbiwgZ3JhdmV5YXJkX2hhdGUsIG1hbmFfcm9jaywgbWFuYV9kb3JrLCBhbnRoZW0KCklNUE9SVEFOVDoKLSBXaGVuIGEgQ09MTEVDVElPTiBTVU1NQVJZIGlzIHByb3ZpZGVkLCBTVFJPTkdMWSBwcmVmZXIgY2FyZHMgZnJvbSB0aGUgY29sbGVjdGlvbgotIFdoZW4gYSBCVURHRVQgaXMgc3BlY2lmaWVkLCByZXNwZWN0IGl0IHN0cmljdGx5Ci0gUHJvdmlkZSByZWFsaXN0aWMgVVNEIHByaWNlIGVzdGltYXRlcwotIFRoZSBjb21tYW5kZXIgTVVTVCBiZSBpbmNsdWRlZCBpbiB0aGUgY2FyZHMgbGlzdCB3aXRoIGl0cyByZWFsIGNhdGVnb3J5IChDcmVhdHVyZSwgUGxhbmVzd2Fsa2VyLCBldGMuKQotIEFzc2lnbiB0aGUgY29ycmVjdCBicmFja2V0IGxldmVsIGJhc2VkIG9uIHRoZSBjYXJkcyBjaG9zZW4gYW5kIGNvbWJvcyBwcmVzZW50Ci0gTGlzdCBHYW1lIENoYW5nZXIgY2FyZHMgZXhwbGljaXRseSBpbiB0aGUgYnJhY2tldCBzZWN0aW9uCgpPVVRQ' +
+'VVQgRUZGSUNJRU5DWSAoY3JpdGljYWwpOgotIEtlZXAgZWFjaCBjYXJkJ3MgInJlYXNvbiIgdW5kZXIgMTUgd29yZHMg4oCUIGJyaWVmIGlzIGJldHRlcgotIEtlZXAgInN5bmVyZ3lfd2l0aCIgdG8gYXQgbW9zdCAyLTMgY2FyZCBuYW1lcyBwZXIgY2FyZAotIERvIG5vdCByZXBlYXQgdGhlIGNhcmQncyBvd24gbmFtZSBpbiBzeW5lcmd5X3dpdGgKLSBPbWl0IGVzdGltYXRlZF9wcmljZV91c2QgaWYgeW91IGFyZSB1bnN1cmUg4oCUIDAgaXMgZmluZSIiIgo='
 Install-B64 -R 'coach\prompts\deck_gen_system.py' -B $b
 
 # coach/prompts/deck_gen_user.py (2,661 bytes)
@@ -160,17 +162,17 @@ Install-B64 -R 'coach\schemas\substitution_schema.py' -B $b
 $b = 'IyBDb2FjaCBzZXJ2aWNlcyDigJQgRGVjayBnZW5lcmF0b3IgVjMK'
 Install-B64 -R 'coach\services\__init__.py' -B $b
 
-# coach/services/deck_generator.py (21,925 bytes)
+# coach/services/deck_generator.py (22,169 bytes)
 $b = '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' +
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 Install-B64 -R 'coach\services\deck_generator.py' -B $b
 
 # deck_sources/__init__.py (236 bytes)